Why doesn't iTunes let me download a purchased album?

Okay, so on iPhone on iTunes I recently bought an album and it wasn't downloading so I decided to delete it from my music in music app. After deleting it I went to the iTunes app and went to purchases to redownload the album only to find that the album wasn't there. I looked up said album on the store and it says that I purchased it, so I have no way of downloading it again. How can I fix this?

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