The more exclusively speech-like the recording (e.g.

Speechiness - Detects the presence of spoken words in a track.

Values typical range between -60 and 0 dB. Loudness is the quality of a sound that is the primary psychological correlate of physical strength (amplitude).

Loudness values are averaged across the entire track and are useful for comparing relative loudness of tracks.

Loudness - The overall loudness of a track in decibels (dB).

A value above 0.8 provides a strong likelihood that the track is live. Higher liveness values represent an increased probability that the track was performed live.

Liveness - Detects the presence of an audience in the recording.

Values above 0.5 are intended to represent instrumental tracks, but confidence is higher as the value approaches 1.0. The closer the instrumentalness value is to 1.0, the greater likelihood the track contains no vocal content. Rap or spoken word tracks are clearly “vocal”. “Ooh” and “aah” sounds are treated as instrumental in this context.

Instrumentalness - Predicts whether a track contains no vocals.

Typically, energetic tracks feel fast, loud, and noisy.

Energy - A measure from 0.0 to 1.0 and represents a perceptual measure of intensity and activity.

A value of 0.0 is least danceable and 1.0 is most danceable. Danceability - How suitable a track is for dancing based on a combination of musical elements including tempo, rhythm stability, beat strength, and overall regularity.Acousticness - A confidence measure from 0.0 to 1.0 of whether the track is acoustic, whereby 1.0 represents high confidence the track is acoustic.You can get the code with regards to the scraping of data on my GitHub repository.įrom the data available, I have only selected those variables related to the audio features.

Spotify allows every listener or data enthusiast to retrieve data from their amazing Spotify Developer Platform.įrom there, one can access the Spotify Web API Console to scrape the data out through the use of Python and its package called Spotipy. In this exercise, Python is used for data scraping while the data while R is used for data analytics, data modelling, and data visualisation. My Top 5 Spotify Artists of 2020, Image by Authorīased on my #2020Wrapped, I am interested to find out if there is something in common among my Top 5 Spotify Artists - Lauv, The Chainsmokers, Gryffin, Kygo, and Martin Garrix.

Top spotify artist for me