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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.

More info + download dataset

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.

More info + download dataset

Denoiser the Better blog entry about the datasets