List of Spotify's Clarify Data Stories series articles for which I contributed data mining and data visualization, 2016.

Groove Is In The Heart
Songs of Summer Jobs	'
Immigration Songs: How Music Crosses American Borders
There Are Three Types of Gun Songs
The Persistent Glass Ceiling of Music
From a Benzo to Student Loans: Debt Anxiety in Today’s Pop Music
Hot Time, Summer in the City