Purchased Music Not Showing

I have Apple Music on a PC and when I open up the iTunes store within the app, click purchased, it will only show me the name of the artists and how many items I have purchased. It is not listing the song names. Where can I find the song names? Or is this a glitch in the system? If so, how do I fix it?