# ---
# jupyter:
#   jupytext:
#     text_representation:
#       extension: .py
#       format_name: light
#       format_version: '1.5'
#       jupytext_version: 1.14.4
#   kernelspec:
#     display_name: Python 2
#     language: python
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cols = [
    'artist.hotttnesss',
    #'artist.id',
    #'artist.name',
    #'artist_mbtags',
    #'artist_mbtags_count',
    #'bars_confidence',
    'bars_start',
    #'beats_confidence',
    'beats_start',
    'duration',
    #'end_of_fade_in',
    'familiarity',
    'key',
    #'key_confidence',
    #'latitude',
    #'location',
    #'longitude',
    'loudness',
    'mode',
    #'mode_confidence',
    #'release.id',
    #'release.name',
    #'similar',
    'song.hotttnesss',
    #'song.id',
    #'start_of_fade_out',
    #'tatums_confidence',
    'tatums_start',
    'tempo',
    #'terms',
    #'terms_freq',
    'time_signature',
    #'time_signature_confidence',
    #'title',
    'year'
]
music_data_dropped = music_data[cols]
music_data_dropped = music_data_dropped.fillna(0)


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