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Mac Miller Lyrics Dataset

The lyrics from Mac Millers releases were scraped from genius.com at the end of 2020. The following releases are covered:

Album Year
But My Mackin Ain’t Easy 2007
But My Mackin’ Ain’t Easy (Original Version) 2007
The High Life 2009
The Jukebox: Prelude to Class Clown 2009
K.I.D.S. 2010
Blue Slide Park 2011
I Love Life, Thank You 2011
On and On and Beyond 2011
Best Day Ever 2011
Macadelic 2012
Watching Movies with the Sound Off 2013
Live from London 2013
Live from Space 2013
Faces 2014
Balloonerism* 2014
GO:OD AM 2015
The Divine Feminine 2016
Spotify Singles 2018
Swimming 2018
K.I.D.S. (Deluxe) 2020
Circles 2020
Circles (Deluxe) 2020
Unreleased Songs n/a

Duplicate Songs

If songs were released twice, for example due a Deluxe album release, they are usually only included once. That is because the url to the lyrics is the same. However, there still are duplicate songs, e.g. on live albums.

Data Structure

Each song is wrapped in a json with three fields:

  1. lyrics: containing the actual lyrics of the song
  2. metadata: containing various metadata about the song, but at least title, album and release_date
  3. annotations: marking the sections of the song, e.g. intro, verse, etc. start and end indicate the line numbers in the lyrics. Note that the section field might also contain who is performing it, e.g. Interlude: Thundercat.

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