41. Chicago: An estimated 54 percent of renters are unable to afford a two-bedroom apartment at U.S. Department of Housing fair market rent. This rent requires an income of $38,640, 114 percent of median income. Photo: KAREN BLEIER, AFP/Getty Images / 2011 AFP