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Spotify RecSys Challenge Data Analysis

  • For ACM RecSys Challenge 2018
  • Organize Million Playlist Data by Spotify
  • Load and store audio features of tracks using Spotify API
  • Prepare data in the format for higher order network and hypergraph

Instruction

  • install ruby and rails

gpg --keyserver hkp://keys.gnupg.net --recv-keys 409B6B1796C275462A1703113804BB82D39DC0E3 7D2BAF1CF37B13E2069D6956105BD0E739499BDB

\curl -sSL https://get.rvm.io | bash -s stable --rails

  • clone data adapter source code

git clone https://github.com/UMSpotifyChallenge/DatabaseAdapter.git

  • install dependencies

cd DatabaseAdapter

bundle install

  • setting up db connection

cd config

ln -s database_flux.yml database.yml

cd ..

  • then, this interactive shell should work

rails c

  • try...

Playlist.count

Playlist.find(12345)

most_popular = Playlist.order(num_followers: :desc).limit(1)

most_popular.track_list

Track.find(12345)

Track.find(12345).artist

Track.find(12345).tempo