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