Hey hn! I built a clustering project that helps you discover new sports based on your athletic strengths! It's a simple clustering project that uses some data from ESPN Page 2 (https://www.espn.com/espn/page2/sportSkills) that ranks 59 sports on 10 different dimensions. This project uses Lloyd's algorithm to generate clusters based on selected dimensions. So if you want to find a new sport you might be good at given your current athletic skillset, give it a shot (no pun intended).

Feel free to play with it and fork it if you're interested. I've been meaning to add some sort of visualization to this and would appreciate any suggestions/help. Let me know what you think!