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I just found this 2009 research paper written by a group of statisticians titled 'Does Your iPod Really Play Favorites?' (https://www.researchgate.net/profile/J
by pncnmnp 3y ago
I just found this 2009 research paper written by a group of statisticians titled 'Does Your iPod Really Play Favorites?' (https://www.researchgate.net/profile/Jessica-Culhane/publication/227368948_Does_Your_iPod_Really_Play_Favorites/links/5766fb8b08aedbc345f5f4db/Does-Your-iPod-Really-Play-Favorites.pdf https://www.researchgate.net/profile/Jessica-Culhane/publica...).
In this paper, they test different probability models to detect bias in iPod's shuffling algorithm and eventually conclude that:
> Our statistical tests show the long-term occurrences of these events are within expectations under the assumption of a random shuffle."
Regarding sorting by artists or groups, they found that:
> We failed to find any evidence to support the claim of users like Steven Levy of favoritism of certain groups in the shuffle.
- batch12 3y agoNo, I mean if you order from most to least popular it's always the same. Did they pick a random artist then sort the artist's tracks by popularity?