Rock

Data Methdology

I used the 30000 Spotify Songs dataset from Kaggle to make these plots. These songs are pulled from the Spotify API to represent songs from all of Spotify. I filtered out only the rock songs. All of the following plots are density plots about five variables (popularity, danceability, speechiness, valence, and tempo), seperated by the subgenres of rock.

Plots

Popularity of Rock Songs by Subgenre

Danceability of Rock Songs by Subgenre

Speechiness of Rock Songs by Subgenre

Valence of Rock Songs by Subgenre

Tempo of Rock Songs by Subgenre