The Random Spotify Sample Dataset

The description comes from the original dataset source:

The data corresponds to a psuedo random sampling of Spotify track and artist data from 2024. The data is representative of all Spotify artists rather than just popular artists. The data set included on this fork represents random tracks, while the original dataset also contains data corresponding to the artists themselves.

Five tasks to be completed on this dataset:

1. I want to visualize the distribution of the popularity rating for each of the songs included.
2. I want to determine if there is a correlation between the song's popularity and other factors, including valence, danceability, and energy.
3. I want to understand the correlation between loudness and instrumentalness of a song.
4. I want to understand how acousticness changed over time.
5. I want to determine if there is a correlation between tempo and valence of a song.