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musicanalysis's Introduction

musicanalysis

Working with lastfm data to cluster like artists together based on genre and user plays.

data

http://www.dtic.upf.edu/~ocelma/MusicRecommendationDataset/

usersha1-profile.tsv userhash gender age country join date

usersha1-artmbid-artname-plays.tsv userhash artist_musicbrainz_id artistname plays

359349 unique user hashes 160168 unique artist hashes 17559530 rows

>>> 17559530/float(359347*(186642+107373))
0.00016619937111663383

kaggle data

kaggle_visible_evaluation.txt

110000 unique user hashes 163206 unique song hashes 1450934 rows

>>> 1450934/float(n*m)
8.082000104719857e-05

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