[OC] Persönlicher Spotify-Verlauf der letzten 9 Jahre nach Genregruppe – Die Hörhäufigkeit ist proportional zur Farbintensität

source: personal streaming history/ [https://github.com/Conchobhar/spotify-unwrapped/](https://github.com/Conchobhar/spotify-unwrapped/)

tools: python/ seaborn

Quick summary of technical steps:

* Request and download Spotify streaming data
* Get artist genre metadata from Spotify
* Embed genres with word2vec (treat each artists genres like a sentence, but with a context window the size of the sentence)
* Cluster genre embeddings (kmeans) into ~30 groups
* Automatically name each cluster based on the top 2 genres in each cluster by listen count

Great work! I just requested my complete Spotify history, haha. Didn’t know you could do that. They say it takes a month to get it, though. Which is annoying because I want to use your tool now!