Spotify Playlist Clustering
Spotify Playlist Clustering
For the Computer Science Club HAckathon at the University of Pittsburgh, my team and I focused on creating a website that allows users to create new playlists by dividing existing playlists into meaningful parts. The website allows users to first link their Spotify account so that I can employ the Spotify API to collect data. Then the user selects the playlist of interest and the features that they would like the new playlists to be created based on. Then on the backend I have employed K-means clustering to cluster the playlists based on the features selected by the user. I also employ the Spotify APi to create these newly generated playlists in the users library if desired by the user. This website delivers a tool that I have often desired while creating playlists, and allows a modular approach to clustering new playlists.