listening-analysis/README.md

Listening Analysis

Notebooks:

• analysis for a intro to the dataset and premise
• artist, album, track & playlist investigations
• stats for high-level stats about the dataset (Spotify feature miss ratio)
• playlist SVM using Scikit to classify tracks using the contents of playlists as models
• playlist NN using a multi-layer perceptron to classify tracks using the contents of playlists as models

Combining Spotify & Last.fm data for exploring habits and trends Uses two data sources,

1. Last.fm scrobbles
2. Spotify audio features

The two are joined by searching Last.fm tracks on Spotify to get a Uri, the track name and artist name are provided for the query. These Uris can be used to retrieve Spotify feature descriptors.