If downloaded copies are disappearing either you, or somebody else who has access to the device/computer, is deleting them. If they are still in the store, and if you haven't moved countries since buying them, see if you can redownload them : Redownload apps, music, movies, TV shows, and books from the App Store, iTunes Store, and Apple Books - Apple Support . If not all show there check to see if you've hidden any of them : Hide and unhide music, movies, TV shows, audiobooks, and books - Apple Support
Why do only some songs disappear from my iTunes library - WHY?
Question marked as
Apple recommended
If downloaded copies are disappearing either you, or somebody else who has access to the device/computer, is deleting them. If they are still in the store, and if you haven't moved countries since buying them, see if you can redownload them : Redownload apps, music, movies, TV shows, and books from the App Store, iTunes Store, and Apple Books - Apple Support . If not all show there check to see if you've hidden any of them : Hide and unhide music, movies, TV shows, audiobooks, and books - Apple Support
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Question marked as
Apple recommended
Why do some songs disappear from my iTunes playlist?