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Last.fm Datasets
1) Last.fm Dataset - 360K users (user top artists)
This dataset contains <user, artist-mbid, artist-name, total-plays> tuples (for ~360,000 users) collected from Last.fm API, using the user.getTopArtists() method.
2) Last.fm Dataset - 1K users (user full listening history)
This dataset contains <user-id, timestamp, artist-mbid, artist-name, song-mbid, song-title> tuples collected from Last.fm API, using the user.getRecentTracks() method.
The dataset represents the full listening history (till May, 5th 2009) for nearly 1,000 users.
Denoiser the Better blog entry about the datasets