(Please see my code in Github!)īang! Now we have both complete data for streaming history as well as my playlists. Spotify APIs also allow users to retrieve the playlists records and we will retrieve the features of all the tracks in my playlists as I did in the previous section. In addition to the streaming history among where lots of songs may be played by chance, the songs in playlists are pinned by me, and I have categorized them for different moods or for various purposes. The value is higher when a track is more happy and cheerful.īang! Now, we have all the features for our Spotify streaming history! I.3 Retrieve my self-created playlists and features Valence: This is an interesting measure(0 to 1) describing the positiveness of a track. Typically, music pieces of Major scales are more bright while minor scales are more obscure/gloom. Major is represented by 1, and the minor is 0. Mode: This feature indicates the scale (major or minor) of a track. Loudness: Index of a track in decibels (dB).This value typically ranges between -60 and 0 dB. For a purely instrumental song like a classical piano masterpiece without any vocal, the index will be close to 1. Instrumentalness: A measure(0 to 1) indicates whether a track contains no vocals. Energy: Energy(0 to 1) measures how fast, loud, and noisy the song is. Danceability: Danceability(0 to 1) describes whether the song is suitable for dancing, and it combines elements including tempo, rhythm stability, beat strength, etc. 1.0 represents high confidence that the track is acoustic. Let’s understand some of the features a little bit! Acousticsness: A measure(0 to 1) of whether the track is acoustic. Spotify API also provides multiple dimensions of song features that describe the characteristics of a song. Get track_id, the unique identifier for a track in the Spotify.
Then your token will be stored in the variable token. Follow it, log with your Spotify credentials, and paste whatever link(it will be an invalid page) that you are redirected to in the prompt console. The function from spotipy.util send our Client ID and Client Secret to Spotify and Spotify will return the token by prompt the authorization window. We then use python package Spotipy to connect to the web APIs.
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