Table 1. A list of song-level audio features obtained from Spotify for our analyses.
Audio feature | Description |
---|---|
Duration | The duration of the music in milliseconds (ms). |
Mode | If the melody of a track is in a major or minor key. |
Acousticness | A confidence measure on whether a song is acoustic. |
Danceability | The suitability of a song for dancing. This is based on several musical features, such as tempo, rhythmic stability, regularity, and beat strength. |
Energy | A measure of the intensity and activity of a song as perceptually lound, fast, or noisy. This is based on several musical and spectral features, such as dynamic range, loudness, timbre, onset rate, and entropy. |
Instrumentalness | A confidence measure of whether a song contains no vocals. |
Liveness | A confidence measure on the presence of audiences in the recording. |
Loudness | The overall intensity of the song in decibels (dBFS). |
Speechiness | A confidence measure on the presence of spoken words in a song. |
Valence | An estimate of whether a song conveys positive or negative affect. |
Tempo | The estimated main tempo of a song. |
Note:
Audio features refer to the music features as listed on the Spotify API, followed by a brief description of each feature. More information on the features are available at: https://developer.spotify.com/documentation/web-api/reference/tracks/get-audio-features/.