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1 files changed, 12 insertions, 4 deletions

diff --git a/site/content/pages/about/index.md b/site/content/pages/about/index.md
index c2d67f16..5fc147c9 100644
--- a/site/content/pages/about/index.md
+++ b/site/content/pages/about/index.md
@@ -29,7 +29,7 @@ The MegaPixels site is made possible with support from <a href="http://mozilla.o
 
 <div class="flex-container team-photos-container">
     <div class="team-member">
-        <h3>Adam Harvey</h4>
+        <h3>Adam Harvey</h3>
         <p>is Berlin-based American artist and researcher. His previous projects (CV Dazzle, Stealth Wear, and SkyLift) explore the potential for counter-surveillance as artwork. He is the founder of VFRAME (visual forensics software for human rights groups) and is a currently researcher in residence at Karlsruhe HfG.</p>
         <p><a href="https://ahprojects.com">ahprojects.com</a></p>
         </p>
@@ -42,29 +42,37 @@ The MegaPixels site is made possible with support from <a href="http://mozilla.o
     </div>
 </div>
 
-MegaPixels.cc is an independent research project about publicly available face recognition datasets. This website is based, in part, on earlier installations and research project about facial recognition datasets in 2016-2018, in particular the MegaFace dataset. Since then it has evolved into a large-scale survey and analysis of publicly available face and person analysis dataset usage, geographies, and ethics.
+MegaPixels.cc is an independent research project about publicly available face recognition datasets. This website is based, in part, on earlier installations and research projects about facial recognition datasets in 2016-2018, which focused particularly on the MegaFace dataset. Since then it has evolved into a large-scale survey of publicly-available face and person analysis datasets, covering their usage, geographies, and ethics.
 
-An academic report and presentation on the findings is forthcoming. This site is published to make the research more accessible to a wider audience and to include visualizations and interactive features not possible in PDF publications. Continued research on MegaPixles is supported by a 1 year Researcher-in-Residence grant from Karlsruhe HfG.
+An academic report and presentation on the findings is forthcoming. This site is published to make the research more accessible to a wider audience and to include visualizations and interactive features not possible in PDF publications. Continued research on MegaPixels is supported by a 1 year Researcher-in-Residence grant from Karlsruhe HfG.
 
 When possible, and once thoroughly verified, data generated for MegaPixels will be made available for download on [github.com/adamhrv/megapixels](https://github.com/adamhrv/megapixels)
 
+=== columns 3
+
 #### Team
 
 - Adam Harvey: Concept, research, design, computer vision
 - Jules LaPlace: Information and systems architecture, data retrieval, web applications
 
+===========
+
 #### Contributing Researchers
 
 - Berit Gilma: Dataset statistics and discovery
 - Beth (aka Ms. Celeb): Dataset usage verification and research
 - Mathana Stender: Commercial usage verification and research on LFW
 
+===========
+
 #### Code and Libraries
 
 - [Semantic Scholar](https://semanticscholar.org) for citation aggregation
 - Leaflet.js for maps
 - C3.js for charts
-- D3.js and ThreeJS for 3D visualizations
+- ThreeJS for 3D visualizations
 - PDFMiner.Six and Pandas for research paper data analysis
 
+=== end columns
+
 Please direct questions, comments, or feedback to [mastodon.social/@adamhrv](https://mastodon.social/@adamhrv)
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