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Re:An odd discovery on Spotify by AlecSchueler on Tuesday August 23, 2022 @06:30AM (#32562774)
Can be helpful to turn off watch history during such sessions, or to remove the videos from your history afterwards. Agreed that there should be an automated solution, but you can avoid it today will a small amount of work.
Re:An odd discovery on Spotify by probably_wrong on Tuesday August 23, 2022 @07:33AM (#32563281)
Are we talking about the same Spotify? Because the only reference I found to removing songs from my recommendations is a thread from 2020 that says it is not possible.

https://community.spotify.com/t5/Accounts/How-do-I-delete-my...

Re:An odd discovery on Spotify by wartijn_ on Tuesday August 23, 2022 @08:15AM (#32563688)
You can start a private session next time you have a birthday party, to prevent even more birthday songs being recommended.

https://community.spotify.com/t5/FAQs/What-is-Private-Sessio...

Re:An odd discovery on Spotify by ihaveajob on Tuesday August 23, 2022 @09:32AM (#32564668)
It sounds like a nightmare. Much like my YouTube suggestions, which now are mostly my kids' planet videos, and my wife's workout ones.
Re:An odd discovery on Spotify by InitialLastName on Wednesday August 24, 2022 @12:31AM (#32575008)
I set up the browser session we use as a TV with profiles entirely to prevent any more of my spouse's yoga videos from leaking into my carefully curated feed of machine shop footage and construction videos.