I learned about the Spotipy lib from this reddit post by u/The_Mann_In_Black. u/The_Mann_In_Black had the fantastic idea of writing a script that unpacks song/artist data from the nastily nested dictionary structore returned by the spotify API into a easire to read and export Pandas Dataframes. In honor of The_Mann_In_Black making the post that inroduced me to this script, I have forked his repo to server as my playground for learning about this API and to also practice UnitTesting.