A truly amazing map from the University of Virginia's Dustin A. Cable (click on it to zoom in on particular areas).

Notice the concentration of green (African American) and yellow (Hispanic) dots in urban areas, and how racially separated many of these areas are. Wired has captured several screen shots illustrating this point.