Spotify Artist Map

This project uses principal component analysis to analyze the Spotify Million Playlist Dataset and produce a map of artists. For details, read our article: https://spotify-pca-map.netlify.app

Project structure

site/ contains all frontend code. cd into it and run pnpm i then npx eleventy serve.

This base directory contains data analysis scripts in the form of Jupyter notebooks.

Name		Name	Last commit message	Last commit date
Latest commit History 128 Commits
site		site
.gitignore		.gitignore
.prettierignore		.prettierignore
README.md		README.md
artist_export.ipynb		artist_export.ipynb
dataset_readme.md		dataset_readme.md
full_export.ipynb		full_export.ipynb
genre_assigner.ipynb		genre_assigner.ipynb
pca.ipynb		pca.ipynb
sample_export.ipynb		sample_export.ipynb
site_minifier.ipynb		site_minifier.ipynb
static_plots.ipynb		static_plots.ipynb
utils.py		utils.py