Pop

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 pop songs. All of the following plots are density plots about five variables (popularity, danceability, speechiness, valence, and tempo), seperated by the subgenres of pop.

Plots

Popularity of Pop Songs by Subgenre

Danceability of Pop Songs by Subgenre

Speechiness of Pop Songs by Subgenre

Valence of Pop Songs by Subgenre

Tempo of Pop Songs by Subgenre