If you look at the graph, you'll realize it's a compensation (and housing crisis) issue. Detroit has 100% fill rate. My money is on the real-estate being cheap there. If you are renting a single bedroom for $2500 in Queens, then you need a $100k+ starting salary just to have an average lifestyle.