It started with me being unhappy with Spotify recommendations. So I scraped some data from Wikipedia, did some analysis, then made more than 1,000 playlists using the Spotify API. It all ends with a Streamlit app where you select years and it gives you back a playlist. Check it out!
Link to article (scroll to the bottom from the Streamlit app).