Spotify confirms how Wrapped collects and interprets your listening data
Ever wondered how Spotify Wrapped interprets your listening data
- Spotify’s recent newsroom press release clarifies how your Wrapped listening data is defined.
- This includes different methodologies for calculating Top Songs, Artists, and Albums.
- Spotify Wrapped only captures your listening from January 1 until mid-November.
Spotify Wrapped launched a week ago, providing listeners with an interactive snapshot of their year in music. However, some users have noted surprising results that contradict their assumed habits. Now, a recently published newsroom press release seeks to clarify how your listening data is defined and calculated throughout the year.
Most notably, Spotify has announced that Wrapped only captures your listening from January 1 until mid-November each year. So, if you stream an album constantly throughout December, it won’t appear in next year’s Wrapped. The company also uses different methodologies for calculating your Top Songs, Top Artists, and Top Albums. For example, the former are ranked by the total number of listens that last over 30 seconds. Top Artists are ranked by a weighted stream count that prioritizes primary artists, and Top Albums are assessed on how evenly your listening was distributed across an album.
Listening Archive uses AI to summarize highlights of your listening habits throughout the year.
Spotify has also confirmed that it filters out non-musical tracks, such as white noise, to better reflect musical tastes. Streams from Private Mode or from songs and playlists you’ve excluded from your Taste Profile don’t shape your taste-based stories, either. However, Wrapped does include all of your offline listening data.
Music played on shared devices will also contribute to your Wrapped. So, if you, a family member, partner, or roommate, all use a smart speaker or home system, their listening habits may enter your results. The human condition is also a consideration. For example, it’s common to forget exactly how many hours you spent listening to a piece of music six months ago. Spotify also stresses that artists with large catalogs can rack up high stream counts. This is true even if you only listened to each song a few times. Spotify is hoping its recent press release will ease tensions over how Wrapped defines and calculates listener data. Only time will tell.
