Location attributes don't show in views

I am trying to create a view for books available on my site. Specifically, I need to show the cities in which the books came from. I have installed the Location module, I am able to add location information to the book pages, but those attributes don't display as display or argument options when I try to create the view. The information is there, but the views module won't let me display it.

What gives?