The Atlas of Cities does not graph the usual geographic shapes of cities, but tries to diagram the many other dimensions within cities around the world. Taking example from many specific cities (such as Istanbul, or Cairo) it tries to dissect, almost like an x-ray, the many organs, tissues, cells, and anatomy of a typical city. In fact a better title for the book would have been Anatomical Atlas of Cities. It uses charts and graphs to show how cities remain healthy, or how they get sick. Since 50% of the humans alive today live in an urban neighborhood, this book will likely illuminate your world.
See sample pages of Atlas of Cities at Wink.