sschadt/Spotify-Musical-Tastes-by-City

Mapping musical preferences on Spotify by city - filtered by genre, race, and gender

Spotify Musical Tastes by City

Description

Analysis and visualization of Spotify listening preferences across 15 cities: listing city demographics alongside top artists and song for each city. Filters for genre, race, and gender. Note: This project's full history can be viewed in the original repository: Popular Music Insights. (The code in this repository includes only the parts I authored.)

Demo

View the app on Heroku.

App screenshot:

Technologies Employed

• Spotipy API for Spotify
• Flask and Flask-PyMongo
• Leaflet.js
• D3
• Splinter
• Beautiful Soup
• LyricWiki
• Pandas
• MongoDB

Folder Breakdown

vis_integration

• Integration of all visualizations, with app.py to run Flask app.

spotify_data

• Data retrieval, analysis, and storage of artist, genre, song, gender, race, and city demographic data - in support of the interactive Leaflet.js map.

Inspiration for map visualization

• Spotify Insights Blog