Local analysis of complete spotify streaming dataset (endsong_*.json). Made in 3 hours alongside with chatGPT, fixing bugs as they appeared.
Ask for your GDPR streaming data dump here. It take a couple days to come.
That's a whole lot of data 👀
# deps
$ python -m venv venv
$ source venv/bin/activate
$ pip install -r requirements.txt
# get geodb for local ip lookup
$ curl -L -o city.mmdb https://git.io/GeoLite2-City.mmdb
# create sqlite3 database from json dump. datafolder should contain all your endsong_*.json files
$ python makedb.py datafolder/
# run analysis !
$ python map-ips-city.py
$ python top-cities.py
df city country count
20 Berlin Germany 2629
...
$ python top-songs-per-country.py
DE La femme d'argent Air
DE Piano Concerto No. 3 in D Minor, Op. 30: I. Allegro ma non tanto Sergei Rachmaninoff
DE La mer, L. 109: II. Jeux de vagues Claude Debussy
DE Samba da Bencao Bebel Gilberto
DE Merry Christmas Mr. Lawrence Ryuichi Sakamoto
DE WEIGHT OFF KAYTRANADA
...