So I guess the urban areas trend to the more liberal candidate even within the more conservative party.
True. There's an urban rural divide. Worse the liberals and rinos flee the urban areas to suburban areas and then proceed to screw them up. In Ohio, those counties adjacent to urban ones become more liberal.