Recommended read: Squad Health Check model – visualizing what to improve https://labs.spotify.com/2014/09/16/squad-health-check-model/
I've just received the #Spotify data I'd requested in https://www.jvt.me/posts/2019/12/29/spotify-wrapped-data-request/ and am going to enjoy looking through all the data I've got from 2012-2020! I may even publish my own "Year in Review" of music.
Tbh I'm still using Twitter, just replying from my own site where possible (to own the data) and even when not, I'm using other #IndieWeb tools so none of it is mine per se, but at least all FOSS. And definitely better ownership. I'm looking to soon import all my old tweets to my site, as well as my #Spotify data which I received today for the last decade (via https://www.jvt.me/posts/2019/12/29/spotify-wrapped-data-request/)
A copy of an email I've sent to Spotify to request my full Spotify streaming history.
I had a look at this last night and unfortunately it doesn't provide that much good data.
There's a year of listening history which may give a similar outcome, but it's not perfect