A review of my top artists on Spotify
In this R-based analysis, I took a look at the songs that I most frequently listened to over a prolonged period of time longitudinally. I sourced the data via Spotify's Devloper API, using the SpotifyR package and attributed the data frames as variables, which I then used to plot everything out in ggplot2.
The coolest thing that I've found with this analysis, was that Spotify ascribes a numerical value to each song that the platform uses, that gives it unique qualities that differ from track to track. Qualities like explicitness, loudness, wordiness, danceability etc., I broke down each track in my top 20 by these fields and analysed the differences between them. I hope you enjoy reading, please see the fully written blog version here: Spotify Breakdown