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spotify-recommend-python

Overview

This project explores using a simple dataset, like this Spotify dataset to explore metadata of tracks and create recommendations based off said metadata.

Config

Due to file size limitations by GitHub, I've excluded the tracks.csv file from the repo. After downloading the Spotify dataset mentioned above, drag and drop the tracks.csv file into the data folder.

Required Packages

Note: Use pip for package installs.

  • Numpy
    • pip install numpy
  • Pandas
    • pip install pandas
  • Matplotlib
    • pip install matplotlib
  • Seaborn
    • pip install seaborn
  • Tqdm
    • pip install tqdm

Credits

This project was inspired by this article on simulating the Spotify recommendation engine in Python.