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Spotify Song Popularity Prediction

Overview

Uses a convolutional neural network with Spotify song features and MFCC data from current Billboard Hot 100 songs as inputes to predict the Spotify popularity score of a given song based on its similarities to other popular songs.

Requirements

  • Libraries

    • Spotipy
    • Librosa
    • Spotify-Downloader
    • Keras
    • TensorFlow
    • Pandas
  • MP3 song files for MFCC analysis

Installation

Running

Sample Output