Context

Context: Early project (2021). One of my first Python projects exploring REST APIs and data visualization. Simple architecture, but sparked my interest in working with external data sources.

Spotify-analyzer

This is a program that analyzes entire albums with Spotify’s stats.

Examples

This is an example of the 900 album. It shows the best song in each category in the subplot title and a legend at the bottom.

More examples

For a large album, Madam X:

For the longest album I could find, Ella Fitzgerald Sings The George And Ira Gershwin Song Book:

(Note: Spotify’s API limits album track listings to 50 songs, so longer albums are partially analyzed.)

Technical Notes

Limitations: Single-track albums (singles) are not currently supported due to the analysis logic expecting multiple tracks for comparison.