In-Class Assignment

Spotify: How Do Explicit Songs Compare to Non-Explicit Songs in Popularity?

Explicit songs on platforms like Spotify have become the rebels of the music scene, drawing listeners with their unapologetic narratives and raw expressions. Found across genres, from rap to rock, these tracks, marked as explicit, embrace authenticity and often outshine their clean counterparts in popularity. In an era celebrating genuine self-expression, these songs on Spotify reflect a global audience’s evolving taste, seeking unfiltered and resonant stories in their music.

In the bar graph below, depicting the average popularity scores on Spotify, a clear trend emerges between explicit and non-explicit songs. The data reveals that explicit songs boast a slightly higher average popularity score, hovering around 37, compared to their non-explicit counterparts, which maintain an average score of around 32.5. This subtle yet consistent difference underscores the notable preference for the unfiltered narratives and raw expressions found in explicit tracks, as reflected in their higher popularity on the platform.