Description Usage Format Source
A dataset of 5387 observations and 27 variables containing information relating to every track having reached Spotify's top 200 tracks (U.S.) between January 1, 2017 and December 4, 2019. Includes information retrieved from Spotify relating to the song's audio features.
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A data frame with 150 rows and 5 variables:
track name
artist's name
Spotify Track ID
Spotify Artist ID
album release date
album type, e.g., album, single, compilation, etc
track popularity, computed by Spotify, ranging from 0 to 100
track listing in the album
disc number
dummy, TRUE if the track is explicity, FALSE otherwise
number of artists featured on the track
number of "markets" (countries) the track is available in
names of all the "markets" the track is available in
audio feature computed by Spotify, described as: "how suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity", ranging from 0 to 1
audio feature computed by Spotify, described as: "a measure from 0.0 to 1.0 ... of intensity and activity."
audio feature computed by Spotify: " The estimated overall key of the track. Integers map to pitches using standard Pitch Class notation ."
audio feature computed by Spotify, "the overall loudness of a track in decibels (dB)", "values typically range between -60 and 0 db."
audio feature computed by Spotify, described as: "the type of scale from which its melodic content is derived. Major is represented by 1 and minor is 0."
audio feature computed by Spotify, "detects the presence of spoken words in a track. The more exclusively speech-like the recording (e.g. talk show, audio book, poetry), the closer to 1.0 the attribute value"
audio feature computed by Spotify, described as: "A confidence measure from 0.0 to 1.0 of whether the track is acoustic. 1.0 represents high confidence the track is acoustic."
audio feature computed by Spotify, described as: "Predicts whether a track contains no vocals... The closer the instrumentalness value is to 1.0, the greater likelihood the track contains no vocal content."
audio feature computed by Spotify, "Detects the presence of an audience in the recording... A value above 0.8 provides strong likelihood that the track is live."
audio feature computed by Spotify, described as: "A measure from 0.0 to 1.0 describing the musical positiveness conveyed by a track."
audio feature computed by Spotify, described as: "the overall estimated tempo of a track in beats per minute (BPM)"
Spotify Track ID
audio feature computed by Spotify, described as:
audio feature computed by Spotify: "An estimated overall time signature of a track. The time signature (meter) is a notational convention to specify how many beats are in each bar (or measure)."
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https://developer.spotify.com/documentation/web-api/
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