Spotify Danceability and Popularity Analysis using SAP
This is an incremental analysis for music streaming platforms or researchers interested in song characteristics.
The researchers analyzed the relationship between song popularity and danceability on Spotify using audio features like energy, valence, BPM, and release date, but the abstract does not report any concrete results or numbers.
Our analysis reviews and visualizes the audio features and popularity of songs streamed on Spotify*. Our dataset, downloaded from Kaggle and originally sourced from Spotify API, consists of multiple Excel files containing information relevant to our visualization and regression analysis. The exercise seeks to determine the connection between the popularity of the songs and the danceability. Insights to be included and factored as part of our analysis include song energy, valence, BPM, release date, and year.