One reason it is hard to learn the geography of the local universe is that it is 3-D. A map, as a 2-D object, is easy to spread out on a table so you can learn 2-D relationships between places.

This visualization presents a 3-D view of the largest structures in the universe. It begins with data from the Sloan Digital Sky Survey and zooms out to reveal data from WMAP.