Open your Apple Music Play Activity.csv file below to generate your report.
No data ever leaves your computer and all computation is done in the browser.
If you want to specify the start of the report, such as to only include 2021, input 01-01-2021 below. Otherwise, if you leave it blank it will generate the report based on all the data in the Apple Music Play Activity.csv file.
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After downloading it from the privacy portal (privacy.apple.com). The file is at:
App Store, iTunes Store, iBooks Store and Apple Music/App_Store_iTunes_Store_iBooks_Store_Apple_Music/Apple Music Activity/Apple Music Play Activity.csv
Follow this tutorial from MacRumors for more detailed instructions.