This is a bit old, and hopefully it hasn’t been posted here before, but the New York Times has an interactive map that shows unemployment rates by county (as of December 2008).
Job losses have been most severe in the areas that experienced a big boom in housing, those that depend on manufacturing and those that already had the highest unemployment rates.
The related article is here.
