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.