Purchased Playlist in iTunes

The other day I noticed that the playlist of all the things that you purchased from the iTunes store was gone. Is there any way to get that back? I looked in the preferences and view tabs and did not see anything that would pertain to to that. Anyone else notice this?

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Apple - Support - Discussions - Recently Purchased Playlist ...

Thanks, I will have to try that tonight