Inspiration
We love music and we love to discover music as well.
What it does
Web-based application that allows users to create blended playlists with one or more other users. Gathers user's top tracks and performs data analysis to group songs into playlists based off audio feature similarity.
How we built it
Used Spotify API to get user data. Used k-means clustering to group top tracks. Developed web-based applications to access playlists.
Challenges we ran into
Many things were challenging. It was our first time working with React, Spotify API, among other frameworks.
Accomplishments that we're proud of
It was very rewarding to overcome those challenges to reach our current level of functionality.
What we learned
How to work with frameworks such as React, Spotify API, as well as skills such as scikit-learn and pandas
What's next for Connectify
Improved synergy between data analysis and web application
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