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# Help Spotify Fine Tune Your Music Recommendations By Taking This 10 Song Survey
- URL: https://www.hypebot.com/help-spotify-fine-tune-your-music-recommendations-by-taking-this-10-song-survey/
- Published: 2017-07-19T11:00:00.000Z
- Updated: 2017-07-19T11:00:00.000Z
- Description: Spotify's team of music data scientists are using an old school method – user surveys – to fine tune their advanced music recommendation algorithm that already seems to know a. Continue reading [https://www.hypebot.com/hypebot/2017/07/help-spotify-fine-tune-your-music-recommendations-by-taking-this-
- Author: Bruce Houghton
- Tags: Music Tech, Streaming, Amazon, Apple, Apple Music, Google, music, Music Business, music industry, musician, musicians, Pandora, Spotify, Tech Stories, YouTube, #wp, #wp-post, #Import 2026-01-21 10:13

[![Spotify Surveys](http://hypebot.typepad.com/.a/6a00d83451b36c69e201b7c90d2b23970b-200wi "Spotify Surveys")](http://hypebot.typepad.com/.a/6a00d83451b36c69e201b7c90d2b23970b-popup?ref=hypebot.com)Spotify's team of music data scientists are using an old school method – user surveys – to fine tune their advanced music recommendation algorithm that already seems to know a lot more about what I really want to listen to than I do. 

\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_\_

[![Spotify Surveys](http://hypebot.typepad.com/.a/6a00d83451b36c69e201b8d2977952970c-450wi "Spotify Surveys")](http://hypebot.typepad.com/.a/6a00d83451b36c69e201b8d2977952970c-popup?ref=hypebot.com)  

Spotify is testing a short music survey designed to fine tune individualized music recommendations. After connecting their Spotify accounts, users are asked to rate 10 recently played track on a scale ranging from NEVER to LOVE. Rating additional 10 song batches will presumably further fine tune future recommendations.Any Spotify user can take the survey [here](https://surveys.spotify.com/affinity?ref=hypebot.com).

> Some of our music scientists here [@Spotify](https://twitter.com/Spotify?ref=hypebot.com) are conducting a survey about YOUR music taste. Got 2 mins? Give it a go [https://t.co/YAqUbrSQzl](https://t.co/YAqUbrSQzl?ref=hypebot.com)  
>  
> — Paul Lamere (@plamere) [July 17, 2017](https://twitter.com/plamere/status/887028509192966144?ref=hypebot.com)

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