Spotify (un)wrapped: Unpacking recommender algorithms

I wish they brought manually selecting songs back to the free version. 😔

Yeah, they have all this money and the algorithms are getting more stupid. I hate it when saying "play Travis" (I use voice commands in car) always plays the exact same playlist in the exact same order. They also push the most popular songs on you so if a band you like did a shitty Barbie cover you will hear it all the time. And there's no dislike button to get rid of it. On my phone I just play custom playlists because the algorithms suck so much.

I just want a fuckin star rating system. I want winamp but with Spotify library.

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There is one if you use the discovery features. Well, it's not a dislike, but I think it does the same thing, maybe?

The problem isn’t that their random is biased or has rules, the is that it is entirely deterministic, to the point where it will play the same exact songs, in the same exact order for days. It’s as if shuffle just activates a hidden “shuffle” playlist that only updates once a week.

Randomness is lumpy as one mathematician put it.

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Because my playlist has thousands of songs yet I hear the same ones a lot, their algorithm weights songs it thinks you like to be more common in the shuffle