How do I completely reset Apple Music and remove all data?

I want to know how (if possible) to reset my Apple Music. Not just delete my downloads and playlists, but start over completely. When I delete my 'profile' it keeps the songs, playlists, and listen history even while I don't have a profile; same thing if I delete the app for some reason. In settings>Music there isn't an option to delete the data. I'm on a family plan, and not the owner, if that changes things. This is regardless of if I'm using Apple Music on my Mac or my phone. I want to reset it because for well over a year now it's been recommending things I do Not want to listen to, just way off my music taste for no real reason and 'suggest less' really doesn't do much. I couldn't find any up-to-date info on Reddit or other Apple forums that wasn't about iTunes or matched what I was seeing in settings (since there's not a general button to delete data, deleting my profile doesn't seem to erase my info, etc.)

[Re-Titled by Moderator]