In my limited experience, the larger suburban areas are better (though far from perfect) with respect to police interaction than either cities or small towns (including rural areas).

Big cities tend to have similar problems as Chicago. Small towns and rural areas seem to ripe for petty abuses and also generating revenue via excessive traffic stops.