Spotify for artists api7/29/2023 ![]() Another issue is that Spotify API does not provide, at the time of publication of version 3.5.2, neither song nor album genres, which compromises a portion of the accuracy of the recommendations.A LOT of artists do not have any genre associated with them, which, as justified in the next topic, is the main source of genre information used One issue with this is that Spotify API is not the best, E.g.This package comes to solve this issue, roughly, because it tries to find the K (number) nearest songs taking into consideration genres, artists, popularity, and some audio features, such as danceability, energy, instrumentalness, tempo, and valence, using the KNN supervised machine learning technique to find the closest songs to some threshold.Then how would one find those songs they crave, today, tomorrow, and later? Speaking from experience, it is not worth it to map manually a 1000 song playlist and filter out 50, or 100 of them. The big issue here is that those "parts" are shuffled, all across the playlist. ![]() ![]() The perfect use case for this is that one playlist (or more) that you put a bunch of songs in different times and mood styles, and when you listen to it, you feel like only listening to a part of it, some days later, that part is useless, but some other part is awesome.This is the first section of this readme, because, you will see, this package can help, but nothing is perfect, so it will, as long as you fit in this particular use case (.
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