Each row in the dataset corresponds to a track, with variables such as the title, artist, and year located in their respective columns. Aside from the fundamental variables, musical elements of each track, such as the tempo, danceability, and key, were likewise extracted; the algorithm for these values were generated by Spotify based on a range of technical parameters.

• id: str, identifier of the track.
• name: str, name of the track.
• artists: str, artists of the track.
• duration_ms: float, duration of the track in milliseconds.
• release_date: date, release date of the track.
• year: int, release year of the track.
• acousticness: float, measure of acousticness of the track.
• danceability: float, measure of danceability of the track.
• energy: float, measure of energy of the track.
• instrumentalness: float, measure of instrumental elements in the track.
• liveness: float, measure of liveness of the track.
• loudness: float, loudness of the track.
• speechiness: float, measure of speechiness in the track.
• tempo: float, tempo of the track.
• valence: float, measure of valence (positivity) of the track.
• mode: int, mode of the track (major or minor).
• key: int, key of the track.
• popularity: int, popularity score of the track.
• explicit: int, indication of explicit content presence (explicit or implicit).