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Spotify Playlist Demographics

A playlist, its artists, and whatever their Wikipedia pages would say about them, turned into charts.

Independent development. Python, Spotify, Wikipedia and language-model extraction.

A ring of wedges of different lengths around a hollow centre, one wedge filled red.

Spotify gives the artist names, Wikipedia gives the biographies, and GPT turns the free text into fields that can be plotted, with cached records so a second playlist doesn't pay for the same lookups.

Biographies are incomplete and a model can misread them, so the demographic fields here are estimates from sources. It's a polite way of saying don't trust them too far.

State

The retrieval, extraction and plotting workflow, with its limits stated in the readme.

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