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diff --git a/megapixels/notebooks/msc/duckduckgo_flickr_embassies.ipynb b/megapixels/notebooks/msc/duckduckgo_flickr_embassies.ipynb new file mode 100644 index 00000000..d9183bc7 --- /dev/null +++ b/megapixels/notebooks/msc/duckduckgo_flickr_embassies.ipynb @@ -0,0 +1,297 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Get Embassies on Flickr" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'urllib2'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m<ipython-input-18-84be92165eff>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mbs4\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mBeautifulSoup\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0murllib\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0;32mimport\u001b[0m \u001b[0murllib2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mre\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnumpy\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'urllib2'" + ] + } + ], + "source": [ + "%reload_ext autoreload\n", + "%autoreload 2\n", + "\n", + "import os\n", + "from os.path import join\n", + "from pathlib import Path\n", + "from glob import glob\n", + "import json\n", + "from pprint import pprint\n", + "\n", + "from bs4 import BeautifulSoup\n", + "import urllib\n", + "import urllib2\n", + "import re\n", + "import numpy as np\n", + "import pandas as pd\n", + "from PIL import Image, ImageDraw\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "from tqdm import tqdm_notebook as tqdm" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"http://duckduckgo.com/html/?q=\"\n", + "query = 'flickr.com+us+embassy'\n", + "fp_html = '/data_store/datasets/msc/us_embassy.html'\n", + "with open(fp_html,'r') as fp:\n", + " html = fp.readlines()\n", + "html = html[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "soup = BeautifulSoup(html, \"html.parser\")" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 169 results\n", + "US Embassy | Flickr https://www.flickr.com/photos/us_embassy_newzealand/\n", + "Flickr: US Embassy New Zealand https://www.flickr.com/people/us_embassy_newzealand/\n", + "U.S. Embassy London | Flickr https://www.flickr.com/photos/usembassylondon/\n", + "United States Embassy Kuala Lumpur | Flickr https://www.flickr.com/photos/usembassykl/\n", + "US Embassy Tegucigalpa | Flickr https://www.flickr.com/photos/usembassyteg/\n", + "US Embassy Guatemala | Flickr https://www.flickr.com/photos/usembassyguatemala\n", + "US Embassy South Africa | Flickr https://www.flickr.com/photos/USEmbassySA\n", + "US Embassy Seoul | Flickr https://www.flickr.com/photos/usembassyseoul/\n", + "Flickr: US Embassy Athens' Photostream https://www.flickr.com/photos/40169011@N07/\n", + "Flickr: US Embassy New Zealand's Photostream https://www.flickr.com/photos/46907600@N02\n", + "Flickr: U.S. Embassy Nairobi's Photostream https://www.flickr.com/photos/us_embassy_nairobi/\n", + "US Embassy Sweden | Flickr https://www.flickr.com/photos/usembsweden\n", + "Flickr: U.S. Embassy Bern, Switzerland's Photostream https://www.flickr.com/photos/usembassybern/page3\n", + "US Embassy Panama | Flickr https://www.flickr.com/photos/usembassypanama\n", + "U.S. Embassy Romania | Flickr https://www.flickr.com/photos/usembassyromania/\n", + "U.S. Embassy Bern, Switzerland | Flickr https://www.flickr.com/photos/usembassybern/\n", + "U.S. Embassy in the Philippines | Flickr https://www.flickr.com/photos/usembassymanila\n", + "US Embassy Lisbon Portugal | Flickr https://www.flickr.com/photos/usembassylisbon/\n", + "U.S. Embassy Namibia | Flickr https://www.flickr.com/photos/usembassynamibia/\n", + "Flickr: U.S. Embassy Lilongwe's Photostream https://www.flickr.com/photos/usembassylilongwe/\n", + "usembassykyiv - Find your inspiration. | Flickr https://www.flickr.com/people/usembassykyiv/\n", + "Flag Day | To celebrate Flag Day, the U.S. Embassy's Public ... https://www.flickr.com/photos/usembassyromania/7401175050/\n", + "U.S. Embassy Yaounde | Flickr https://www.flickr.com/photos/usembyaounde/\n", + "New London Embassy Construction | Flickr https://www.flickr.com/photos/usembassylondon/albums/72157635166293639/\n", + "U.S. Embassy, Jakarta | Flickr https://www.flickr.com/photos/usembassyjakarta/\n", + "U.S. Embassy Valletta, Malta's albums | Flickr https://www.flickr.com/photos/usembmalta/albums\n", + "Embajada de los Estados Unidos en Bogotá | Flickr https://www.flickr.com/photos/usembassybogota\n", + "Michael A. McCarthy | Flickr https://www.flickr.com/photos/usembassysa/albums/72157683619571002/\n", + "U.S. Embassy Nigeria | Flickr https://www.flickr.com/photos/usembassynigeria\n", + "U.S. Embassy Ghana | Flickr https://www.flickr.com/photos/usembghana/\n", + "U.S. Embassy Dhaka | Flickr https://www.flickr.com/photos/usembassydhaka\n", + "US Embassy Canada | Flickr https://www.flickr.com/photos/us_mission_canada/\n", + "Flickr: U.S. Embassy Tokyo https://www.flickr.com/people/usembassytokyo/\n", + "Collection: Ottawa - U.S. Embassy - Flickr https://www.flickr.com/photos/us_mission_canada/collections/72157622101856611/\n", + "U.S. Embassy Bamako | Flickr https://www.flickr.com/photos/usembassymali\n", + "Flickr: US Embassy Honduras https://www.flickr.com/people/usembassyteg/\n", + "US Embassy Guatemala's albums | Flickr https://www.flickr.com/photos/usembassyguatemala/albums\n", + "usembassy photos on Flickr | Flickr https://www.flickr.com/photos/tags/usembassy\n", + "U.S. Embassy, Singapore | Flickr https://www.flickr.com/photos/singaporeusembassy/\n", + "US Embassy Panama's albums | Flickr https://www.flickr.com/photos/usembassypanama/albums/\n", + "U.S. Embassy Brasilia | Flickr https://www.flickr.com/photos/embaixadaeua-brasil/\n", + "US Embassy San Salvador | Flickr https://www.flickr.com/photos/40236643@N04/\n", + "US Embassy Kabul Afghanistan | Flickr https://www.flickr.com/photos/kabulpublicdiplomacy\n", + "Flickr: U.S. Embassy Montevideo https://www.flickr.com/people/usembassy_montevideo/\n", + "5 - The U.S. Civil Rights Movement | Members of the ... - Flickr https://www.flickr.com/photos/usembassythehague/8443765507\n", + "US ARMY 1969-1970 South photos on Flickr | Flickr https://www.flickr.com/photos/tags/US%20ARMY%201969-1970%20South/\n", + "Flickr: usembassylondon https://www.flickr.com/people/usembassylondon/\n", + "Visita del Contraalmirante Sean Buck - an album on Flickr https://www.flickr.com/photos/usembassy_montevideo/albums/72157679561406348\n", + "US Embassy Madrid | Flickr https://www.flickr.com/photos/usembassymadrid\n", + "Flickr: U.S. Embassy in the Philippines https://www.flickr.com/people/42751184@N06\n", + "US Embassy's albums | Flickr https://www.flickr.com/photos/us_embassy_newzealand/albums/\n", + "U.S. Embassy Canberra | Flickr https://www.flickr.com/photos/usembassycanberra/\n", + "PAS China | Flickr https://www.flickr.com/photos/usembassybeijing\n", + "U.S. Embassy Kyiv Ukraine | Flickr https://www.flickr.com/photos/usembassykyiv/\n", + "Flickr: US Embassy Canada https://www.flickr.com/people/us_mission_canada/\n", + "Secretary of State Hillary Clinton in New Zealand - the se ... https://www.flickr.com/photos/us_embassy_newzealand/5156414057\n", + "US Embassy Kuwait | Flickr https://www.flickr.com/photos/usembassyq8\n", + "US Embassy Lisbon Portugal's albums | Flickr https://www.flickr.com/photos/usembassylisbon/albums\n", + "Flickr: US Embassy Guatemala https://www.flickr.com/people/usembassyguatemala/\n", + "Flickr: U.S. Embassy Panama https://www.flickr.com/people/usembassypanama/\n", + "U.S. Embassy France | Flickr https://www.flickr.com/photos/usembassyfrance/\n", + "US Embassy Dakar | Flickr https://www.flickr.com/photos/usembassydakar/\n", + "U.S. Embassy Tashkent | Flickr https://www.flickr.com/photos/us-embassy-tashkent/\n", + "USEmbassy Riga | Flickr https://www.flickr.com/photos/usembassyriga/\n", + "US Embassy Santiago, Chile's albums | Flickr https://www.flickr.com/photos/embajadaeeuu-chile/albums/\n", + "Flickr: Embassy of Italy in the US https://www.flickr.com/people/italianembassy/\n", + "Cameron Gawley from Buzzshift, in New Zealand for The Proj ... https://www.flickr.com/photos/us_embassy_newzealand/14138238773\n", + "Flickr: USEmbassyTbilisi https://www.flickr.com/people/usembassytbilisi/\n", + "US Embassy South Africa's albums | Flickr https://www.flickr.com/photos/usembassysa/albums\n", + "Flickr: U.S. Embassy Bern, Switzerland https://www.flickr.com/people/usembassybern/\n", + "Flickr: Embassy of Argentina in the US' Photostream https://www.flickr.com/photos/ARGinUSA\n", + "Flickr: U.S. Embassy The Hague https://www.flickr.com/people/usembassythehague/\n", + "6 - The U.S. Civil Rights Movement | \"Freedom Riders\" hang a ... https://www.flickr.com/photos/usembassythehague/8443765523\n", + "2018-11-05 EducationUSA- San Mateo College and UC Berkly https://www.flickr.com/photos/usembassyphnompenh/albums/72157704091251915/\n", + "U.S. Embassy Vienna | Flickr https://www.flickr.com/photos/usembassy_vienna/\n", + "US Embassy Colombo | Flickr https://www.flickr.com/photos/usembassycolombo\n", + "U.S. Embassy Qatar | Flickr https://www.flickr.com/photos/usembassyqatar/\n", + "us embassy | Flickr https://www.flickr.com/photos/usembassy/\n", + "Nepal Trade Preference Program - 2017 | Flickr https://www.flickr.com/photos/usembassykathmandu/albums/72157679864242964/\n", + "Flickr: U.S. Embassy New Delhi https://www.flickr.com/people/usembassynewdelhi/\n", + "Flickr: U.S. Embassy Dushanbe https://www.flickr.com/people/usembassydushanbe/\n", + "United States Embassy Kuala Lumpur's albums | Flickr https://www.flickr.com/photos/usembassykl/albums/\n", + "Ambassador Glass Presentation of Credentials - flickr.com https://www.flickr.com/photos/usembassylisbon/36915173035/in/album-72157685920310283/\n", + "U.S. Embassy, Jakarta | Flickr https://www.flickr.com/photos/39809323@N03/\n", + "US Embassy, Jul 1965, Seoul | US Embassy, Ulchi-ro. Flag at ... https://www.flickr.com/photos/88857036@N00/4182215366\n", + "U.S. Embassy New Delhi's albums | Flickr https://www.flickr.com/photos/usembassynewdelhi/albums/\n", + "Roosevelt reads from a Dutch family Bible before his ... https://www.flickr.com/photos/usembassythehague/8369526559\n", + "Collection: Montreal - U.S. Consulate General https://www.flickr.com/photos/us_mission_canada/collections/72157622226501154/\n", + "shubra photos on Flickr | Flickr https://www.flickr.com/photos/tags/shubra/\n", + "US Embassy Canada | Flickr https://www.flickr.com/photos/38144472@N04\n", + "Flickr: U.S. Embassy Djibouti https://www.flickr.com/people/usembassydjibouti/\n", + "President Obama Celebrating Birthdays - flickr.com https://www.flickr.com/photos/usembassynewdelhi/6000570229/\n", + "U.S. Embassy Celebrates the American Road Trip on ... https://www.flickr.com/photos/usembassythehague/albums/72157698243008854\n", + "Education USA Press Photos | Flickr https://www.flickr.com/photos/usembassysa/albums/72157684493034910/\n", + "US Embassy Suva | Flickr https://www.flickr.com/photos/167418767@N06\n", + "Flickr: U.S. Embassy Romania https://www.flickr.com/people/usembassyromania/\n", + "U.S. Embassy Oslo Historical Photos | Flickr https://www.flickr.com/photos/usembassyoslo/albums/72157655819966261/\n", + "United States Embassy South Sudan | Flickr https://www.flickr.com/photos/usembassysouthsudan\n", + "usembassybelgium | Flickr https://www.flickr.com/photos/usembassybelgium/\n", + "U.S. Embassy Valletta, Malta | Flickr https://www.flickr.com/photos/usembmalta\n", + "U.S. Embassy Moldova | Flickr https://www.flickr.com/photos/usembassymoldova\n", + "4 - The U.S. Civil Rights Movement | September 4, 1957, Eliz ... https://www.flickr.com/photos/usembassythehague/8443765489\n", + "U.S. Embassy Dublin's albums | Flickr https://www.flickr.com/photos/usembassydub/albums/\n", + "US Consul General Sherry Zalika Sykes - Flickr https://www.flickr.com/photos/usembassysa/36571316593\n", + "United States Embassy Zambia, Lusaka | Flickr https://www.flickr.com/photos/usembassyzambia\n", + "U.S. Response to the Ethiopian Drought | Flickr https://www.flickr.com/photos/usembassyaddisababa/albums/72157661696341960/\n", + "Visit of U.S.S. Sampson to Auckland, November 22, 2016 - an ... https://www.flickr.com/photos/us_embassy_newzealand/albums/72157672962462663\n", + "U.S. Embassy Tunis | Flickr https://www.flickr.com/photos/usembassytunis/\n", + "US Embassy Kabul logo | US Embassy Kabul Afghanistan | Flickr https://www.flickr.com/photos/kabulpublicdiplomacy/3244151780\n", + "Ambassador Hoekstra visits Fryslân - an album on Flickr https://www.flickr.com/photos/usembassythehague/albums/72157693808118171\n", + "2018-11-07 Career Development Club- Overview on Project ... https://www.flickr.com/photos/usembassyphnompenh/albums/72157704552786665/\n", + "Ambassador Rubin Visits U.S. Company Cargill Facilities in ... https://www.flickr.com/photos/usembassysofia/albums/72157690755210113\n", + "LIMA Exhibition 2019 | Flickr https://www.flickr.com/photos/usembassykl/albums/72157679554062678\n", + "US Embassy Santiago, Chile | Flickr https://www.flickr.com/photos/embajadaeeuu-chile/\n", + "11 - Civil Rights Movement - Flickr https://www.flickr.com/photos/usembassythehague/8444909206/\n", + "U.S. Embasy in Tbilisi | Flickr https://www.flickr.com/photos/usembassytbilisi\n", + "US Embassy - flickr.com https://www.flickr.com/photos/13476480@N07/4049465204\n", + "Late February - The Year 12 History class at Pakuranga ... https://www.flickr.com/photos/us_embassy_newzealand/4397231272/\n", + "U.S. Embassy Ankara,Turkey | ABD Büyükelçiliği ... - Flickr https://www.flickr.com/photos/usembassyankara/albums\n", + "Dinner for Karen Diver, hosted by Ambassador Gilbert | Flickr https://www.flickr.com/photos/us_embassy_newzealand/30382649570/\n", + "Independence Day 2015 | Flickr https://www.flickr.com/photos/usembassylisbon/albums/72157653326238334/\n", + "US Embassy Panama | Flickr https://www.flickr.com/photos/52474456@N04/\n", + "U.S. Embassy Khartoum | Flickr https://www.flickr.com/photos/usembassykhartoum/\n", + "New American embassy building site at Huseby | Flickr https://www.flickr.com/photos/usembassyoslo/albums/72157655830040705/\n", + "Proyecto ECHO (CDC/PEPFAR) - an album on Flickr https://www.flickr.com/photos/usembassyguatemala/sets/72157688137447250\n", + "Flickr: US Embassy in Costa Rica https://www.flickr.com/people/usembassysjo/\n", + "2018-12-14 Film Screening of \"Alice's Ordinary People The ... https://www.flickr.com/photos/usembassyphnompenh/albums/72157704618742275/\n", + "Flickr: USEmbassyPhnomPenh https://www.flickr.com/people/usembassyphnompenh/\n", + "Secretary of Defence James Mattis' Visit to the United ... https://www.flickr.com/photos/usembassylondon/albums/72157681958372486/\n", + "United States - Flickr https://www.flickr.com/groups/64566829@N00/discuss/72157642028711915/\n", + "Preserving Liliesleaf Farm's Rare Documents - an album on Flickr https://www.flickr.com/photos/usembassysa/sets/72157675103512465/\n", + "Art in the U.S. Embassy Ottawa | Flickr https://www.flickr.com/photos/us_mission_canada/albums/72157625319788766/\n", + "Flickr: US Embassy San Salvador https://www.flickr.com/people/40236643@N04/\n", + "US Embassy | Matt Brown | Flickr https://www.flickr.com/photos/londonmatt/11606999005\n", + "The Ambassadors Christmas Tree Event | Flickr https://www.flickr.com/photos/usembsweden/albums/72157666927606479\n", + "100th Anniversary U.S. Marines in Ponta Delgada | Flickr https://www.flickr.com/photos/usembassylisbon/sets/72157682736277172/\n", + "U.S. Embassy, Jakarta's albums | Flickr https://www.flickr.com/photos/usembassyjakarta/albums/\n", + "Ambassador Scott Brown and Gail Brown on their second visit ... https://www.flickr.com/photos/us_embassy_newzealand/albums/72157692928434925\n", + "Flickr: US Embassy Baku https://www.flickr.com/people/usembassybaku/\n", + "The Flags | Photo by Pascal Cornioley | U.S. Embassy Bern ... https://www.flickr.com/photos/usembassybern/7507448592\n", + "Vietnam Saigon Bombing 1965 | Injured Vietnamese ... - Flickr https://www.flickr.com/photos/thienmai/6547036861/\n", + "US Embassy Venezuela | Flickr https://www.flickr.com/photos/usembassyve\n", + "Vital Voices en Quiché (PAS) - an album on Flickr https://www.flickr.com/photos/usembassyguatemala/albums/72157687937588055/\n", + "Dangdut Cowboys Hadir di Indonesia Meriahkan Peringatan 70 ... https://www.flickr.com/photos/usembassyjakarta/albums/72157677565530337\n", + "Flickr: U.S. Embassy Dublin https://www.flickr.com/people/usembassydub/\n", + "PA US Embassy Maputo | Flickr https://www.flickr.com/photos/usembassymaputo/\n", + "Jim Adams - NASA | Flickr https://www.flickr.com/photos/usembassysa/albums/72157677976059474/\n", + "AmeriCarna Reception, 22 February 2011 - Flickr https://www.flickr.com/photos/us_embassy_newzealand/5469177289/\n", + "Middle School Students at Knightsbridge Schools Internatio ... https://www.flickr.com/photos/usembassypanama/14204669983\n", + "Rona Rathod, U.S. Embassy Rule of Law adviser, talks with ... https://www.flickr.com/photos/kabulpublicdiplomacy/5491661477\n", + "U.S. Embassy Djibouti's groups | Flickr https://www.flickr.com/people/usembassydjibouti/groups/\n", + "Nieuwjaarsduik 2017 | Flickr https://www.flickr.com/photos/usembassythehague/albums/72157674988873153/\n", + "United States Special Representative for Ukraine Negotiati ... https://www.flickr.com/photos/usembassykyiv/35325890653\n", + "Embajada de los Estados Unidos en Uruguay | Flickr https://www.flickr.com/photos/usembassy_montevideo/\n", + "La embajadora Powers junto a mujeres de la comunidad Ember ... https://www.flickr.com/photos/usembassypanama/5731319608\n", + "US Embassy Seoul's groups | Flickr https://www.flickr.com/people/usembassyseoul/groups/\n", + "Holiday Party de la Embajada de EE.UU. | Flickr https://www.flickr.com/photos/usembassypanama/albums/72157703158663661\n", + "PA US Embassy Maputo's albums | Flickr https://www.flickr.com/photos/usembassymaputo/albums/\n", + "Veterans Day 2018 | Flickr https://www.flickr.com/photos/usembassyluxembourg/albums/72157703436301924\n", + "US Embassy Canada's albums | Flickr https://www.flickr.com/photos/us_mission_canada/albums/\n", + "Flickr: U.S. Embassy Jerusalem https://www.flickr.com/people/46886434@N04/\n", + "Juego de Fútbol Estados Unidos vs Panamá | Flickr https://www.flickr.com/photos/usembassypanama/albums/72157680270741830/\n", + "Abidjan evacuation, April 2011 | U.S. Embassy staff ... - Flickr https://www.flickr.com/photos/usarmyafrica/5693157628\n", + "Super Chef Panama 2018 | Flickr https://www.flickr.com/photos/usembassypanama/albums/72157694410354945\n", + "New United States Embassy in South VN (rear view) - Flickr https://www.flickr.com/photos/13476480@N07/3757202154\n", + "Flickr: US Department of State https://www.flickr.com/people/iip-photo-archive/\n", + "Seal of the Consulate General | The Great Seal of the United ... https://www.flickr.com/photos/us_mission_canada/4770405952/\n", + "Senator Bob Corker (R-TN) and delegation visit the U.S ... https://www.flickr.com/photos/kabulpublicdiplomacy/albums/72157626093355080/\n", + "Flickr: Embajada de Estados Unidos en Perú's Photostream https://www.flickr.com/photos/usembassyperu\n" + ] + } + ], + "source": [ + "topics = soup.find_all('div', attrs={'class': 'results_links_deep'})\n", + "print(f'Found {len(topics)} results')\n", + "for topic in topics:\n", + " title = topic.find('h2', {'class': 'result__title'})\n", + " ahref = title.find('a')\n", + " url = ahref.get('href')\n", + " if 'flickr.com' in url:\n", + " print(ahref.text, ahref.get('href'))\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(results[0].text)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "megapixels", + "language": "python", + "name": "megapixels" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} |