Realtor Magazine offers this interactive map of the median home price for metropolitan areas all over the country. Once you dive in it's hard to get out.
Notice the difference between the price of homes in metropolitan New York and that in the upstate corridor just a couple of hundred miles away. Location really is everything in real estate.
Make sure you click on the blue highlighted link and not the screen grab of the map itself.