We have complete Spotify streaming data for every track by the top 2,000 artists on Chartmetric, updated on a regular basis. For artists not in the top 2,000, we frequently update Spotify stream counts for tracks listed in each of the artist's top ten songs on their Spotify profile. For all remaining tracks, we update the Spotify streaming metrics monthly.