The above shows where there are more males than females and vice versa on a diverging color scale. Darker shades of blue represent the former, and darker shades of red represent the latter. Unshaded areas represent counties where there is less than 5 percent more of the opposite sex.
See also this piece on the gender gap from the New York Times.