About this Dataset

Spotify Song Attributes

"Spotify Song Attributes Dataset: Exploring the Musical Landscape"

The Spotify Song Attributes Dataset is a comprehensive collection of music tracks, encompassing various genres and artist names. This dataset provides valuable insights into the world of music, allowing enthusiasts, researchers, and data scientists to delve into the characteristics and nuances of each track.

The dataset includes the author's streaming history throughout the year 2022. It consists of key features such as danceability, energy, loudness, speechiness, acousticness, instrumentalness, liveness, valence, tempo, duration, and time signature. These attributes provide a holistic view of the songs, enabling users to analyze and interpret different aspects of their musical composition.
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Dataset Features:

Column Name	Description
trackName	The name of the track.
artistName	The name of the artist or band associated with the track.
msPlayed	The duration in milliseconds that the track was played.
genre	The genre or genres associated with the track.
danceability	A measure of how suitable a track is for dancing.
energy	The energy level of the track.
key	The key of the track (e.g., C, D, E).
loudness	The overall loudness of the track in decibels (dB).
mode	The modality of the track (1 = major, 0 = minor).
speechiness	The presence of spoken words in the track.
acousticness	The acousticness of the track.
instrumentalness	The probability of the track being instrumental.
liveness	A measure of the presence of a live audience in the track.
valence	The musical positiveness or happiness conveyed by the track.
tempo	The tempo of the track in beats per minute (BPM).
type	The type of the Spotify track.
id	The unique identifier of the track.
uri	The Spotify URI for the track.
track_href	A link to the Spotify Web API endpoint for the track.
analysis_url	A link to the audio analysis of the track.
duration_ms	The duration of the track in milliseconds.
time_signature	The time signature of the track.

Tables

Spotify Song Attributes

@kaggle.byomokeshsenapati_spotify_song_attributes.spotify_song_attributes

949.14 KB
10080 rows
22 columns


CREATE TABLE spotify_song_attributes (
  "trackname" VARCHAR,
  "artistname" VARCHAR,
  "msplayed" BIGINT,
  "genre" VARCHAR,
  "danceability" DOUBLE,
  "energy" DOUBLE,
  "key" DOUBLE,
  "loudness" DOUBLE,
  "mode" DOUBLE,
  "speechiness" DOUBLE,
  "acousticness" DOUBLE,
  "instrumentalness" DOUBLE,
  "liveness" DOUBLE,
  "valence" DOUBLE,
  "tempo" DOUBLE,
  "type" VARCHAR,
  "id" VARCHAR,
  "uri" VARCHAR,
  "track_href" VARCHAR,
  "analysis_url" VARCHAR,
  "duration_ms" DOUBLE,
  "time_signature" DOUBLE
);