Palm Beach County saw the fourth biggest jump in home asking prices in the nation in August. Year-over-year asking prices in Palm Beach County rose 14.5 percent in August, according to Trulia data. Miami-Dade County and the Birmingham, Ala., metro area tied for the largest increase at 15.6 percent, according to the Sun-Sentinel. Lakeland was third, with a 14.8 percent increase, and Broward County ranked 24th with a 10.4 percent increase.