The Centers for Disease Control (CDC) has some great maps that estimate the percentage of US adults with diabetes. Here's our state, Pennsylvania:
It records down to the county level. The prevalence for diagnosed diabetes in Philadelphia County as of 2007 is 10.0%, the second highest in the state after Fayette County.