It seemed true in Washington DC. Northwest DC (Georgetown, tourist spots, etc) was considered better than Southeast DC - albeit recent real estate developments in the past couple years. Same thing with East Palo Alto although there has been some major improvement happening in that area. Can't be true for all though.