[GH-ISSUE #302] How to retrieve tracks based on features values? #172

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opened 2026-02-27 23:21:12 +03:00 by kerem · 1 comment

kerem commented

2026-02-27 23:21:12 +03:00

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Originally created by @JessicaMartini212887 on GitHub (Jun 22, 2018).
Original GitHub issue: https://github.com/spotipy-dev/spotipy/issues/302

Hi, for my thesis project I have done the k-means clustering on multiple variables, in particular the "audio features object" variables.
The results from the k-means clustering is a certain number of centroid with its coordinates.

For example, here are 4 centroids with coordinates:
[[ 2.98386190e-02 7.12142857e-01 8.38761905e-01 2.13014333e-01 4.00000000e+00 2.25995238e-01 -8.14200000e+00 4.76190476e-01 4.85000000e-02 1.38954048e+02 3.95238095e+00 6.87857143e-01] [ 1.04000000e-02 1.85000000e-01 9.48000000e-01 0.00000000e+00 8.00000000e+00 1.05000000e-01 -3.89200000e+00 1.00000000e+00 1.47000000e-01 1.96578000e+02 3.00000000e+00 3.16000000e-01] [ 2.90790000e-02 6.90000000e-01 6.14000000e-01 7.30000000e-05 5.00000000e+00 7.40000000e-02 -8.79900000e+00 1.00000000e+00 6.67500000e-02 8.70125000e+01 4.00000000e+00 5.02500000e-01] [ 5.22766923e-02 7.22115385e-01 8.16076923e-01 1.54899962e-01 6.23076923e+00 1.93623077e-01 -7.15776923e+00 4.23076923e-01 9.50038462e-02 1.30008923e+02 4.00000000e+00 6.42230769e-01]]
The firts number of the centroid corresponds to acousticness, the second to energy, the third to instrumentalness, etc.

Now, what I'd like to know is if it is possible to retrieve tracks with values near to these values using the Spotify Web API.

How could I make this?

Thank you very much

Originally created by @JessicaMartini212887 on GitHub (Jun 22, 2018). Original GitHub issue: https://github.com/spotipy-dev/spotipy/issues/302 Hi, for my thesis project I have done the k-means clustering on multiple variables, in particular the "audio features object" variables. The results from the k-means clustering is a certain number of centroid with its coordinates. For example, here are 4 centroids with coordinates: `[[ 2.98386190e-02 7.12142857e-01 8.38761905e-01 2.13014333e-01 4.00000000e+00 2.25995238e-01 -8.14200000e+00 4.76190476e-01 4.85000000e-02 1.38954048e+02 3.95238095e+00 6.87857143e-01] [ 1.04000000e-02 1.85000000e-01 9.48000000e-01 0.00000000e+00 8.00000000e+00 1.05000000e-01 -3.89200000e+00 1.00000000e+00 1.47000000e-01 1.96578000e+02 3.00000000e+00 3.16000000e-01] [ 2.90790000e-02 6.90000000e-01 6.14000000e-01 7.30000000e-05 5.00000000e+00 7.40000000e-02 -8.79900000e+00 1.00000000e+00 6.67500000e-02 8.70125000e+01 4.00000000e+00 5.02500000e-01] [ 5.22766923e-02 7.22115385e-01 8.16076923e-01 1.54899962e-01 6.23076923e+00 1.93623077e-01 -7.15776923e+00 4.23076923e-01 9.50038462e-02 1.30008923e+02 4.00000000e+00 6.42230769e-01]]` The firts number of the centroid corresponds to acousticness, the second to energy, the third to instrumentalness, etc. Now, what I'd like to know is if it is possible to retrieve tracks with values near to these values using the Spotify Web API. How could I make this? Thank you very much

kerem

2026-02-27 23:21:12 +03:00

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kerem commented

2026-02-27 23:21:13 +03:00

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@stephanebruckert commented on GitHub (Jan 1, 2020):

This repo is just a client/wrapper for the web API. Questions and requests for the web API can be made here https://github.com/spotify/web-api/

@stephanebruckert commented on GitHub (Jan 1, 2020): This repo is just a client/wrapper for the web API. Questions and requests for the web API can be made here https://github.com/spotify/web-api/