euniceyoh / spotify-circle

SCEGGRAPH Hackathon 2021

spotify-circle

Spotify analyzer that compares multiple user's music tastes and ranks them based on similarity.

Inspiration

• Popular Spotify analyzers such as “How Bad is Your Music Taste” AI, Obscurify, Receiptify, etc.

Functionality

• Authenticate spotify user account
• Compare music tastes with a similarity algorithm:
  • Utilized top 50: (API Endpoint Reference)
    • genres
    • artists
    • tracks
• Use similarity calculation to create bubble sizes
• Create a bubble chart with friends similarity scores
• Add a friend using spotify account id

Technologies

• Firebase
• Node.js
• Express.js
• React.js
• Spotify Web Api
• Spotify Web Api Wrapper
• D3.js

Next Steps

• Optimize similarity score algorithm
  • Top Albums
  • Audio Analytics
• Add page to display friend profiles and shared top tracks
• Optimize visualization
  • Connect data to bubble visuals
  • Update UI

Notes