Piotr Migdał<p>Do you think this Excel chart is perfect and couldn't benefit from improvements?</p><p>If so, don't read below. The same goes if you think all plots in academic papers (and TV news) present data clearly and aesthetically, without exception.</p><p>If you have an urge to fix that - good news!<br>We will fix that using AI during this Brainhack Warsaw (28-30 March 2025)!</p><p>"AI Chart Surgeon: Improving Visualizations, One Graph at a Time" by Katarzyna Kańska and me</p><p>We're creating an open-source tool during the Brainhack, for the workflow:<br>Upload plot -> AI extracts data -> AI generates good charts with ggplot2 (or another library with high visualization standards).</p><p>We invite people from various fields - researchers, UX/UI designers, data scientists, AI tinkerers, software engineers and anyone dealing with data visualization. This is a cross-disciplinary effort - diverse skills and perspectives are crucial! Especially welcome are students, scientists, and activists working with data.</p><p>Application Deadline: 7 March 2025<br>Note: Previous workshops filled up well before the deadline, so act fast! You need to register on the Brainhack website and complete a qualification task: find a publicly shared chart, explain what's wrong with it and how to fix it (bonus points for actually remaking it).</p><p>Join us:<br><a href="https://brainhackwarsaw.fuw.edu.pl/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">brainhackwarsaw.fuw.edu.pl/</span><span class="invisible"></span></a></p><p><a href="https://mathstodon.xyz/tags/dataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataViz</span></a> <span class="h-card" translate="no"><a href="https://neuroscience-mastodon.com/@brainhackorg" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>brainhackorg</span></a></span> <a href="https://mathstodon.xyz/tags/brainhack" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>brainhack</span></a> <a href="https://mathstodon.xyz/tags/hackatrhon" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hackatrhon</span></a> <a href="https://mathstodon.xyz/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mathstodon.xyz/tags/ux" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ux</span></a> <a href="https://mathstodon.xyz/tags/ui" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ui</span></a> <a href="https://mathstodon.xyz/tags/dataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataScience</span></a></p>