"I did this by requesting a data export from Spotify and playing around with the data in Python and Astro. I built a simple, and probably bad, Astro site to view my stats. When I built it, I had an idea for a slight tweak to make it a bit better, but one that would require API usage. I stand by what I said about not wanting to use the API anymore (feel free to ask why in the comments), but I couldn't resist tinkering one more time."
"While this gives a good amount of information, there isn't much about the artist outside of their name. One thing in particular I was interested in was the genres of the tracks I listened to. Genres are associated with artists, so I thought, I could use my exported data to get a list of artist names and then transfor"
A personal Spotify Unwrapped was created by requesting a Spotify data export and processing the data with Python and Astro. A simple Astro site was built to visualize listening statistics. A potential improvement required API usage, but the API was intentionally avoided. The Spotify export supplies detailed track-level fields such as timestamp, platform, ms_played, country, IP address, track name, album artist, album name, and Spotify URIs. Artist information in the export is limited to names and lacks genre data. Genres are tied to artists, prompting extraction of artist names from the export for further transformation.
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