Chance Miller, 9to5Mac:

Apple now offers a way to view and download all of the data it has collected from you over the years. Australian developer Pat Murray has created an incredibly interesting tool that is able to visualize your Apple Music year in review.

Interesting article. And the tool to which Chance refers is web-based. Follow the instructions, download your music history, submit the file to the web tool, dig into the results.