I agree with you - I grew up near Dayton - in between Cincy and Dayton (Mason) - and Dayton is definitely leftist.
Dayton is so out of touch with the surrounding area that it makes no sense. I grew up in Miami County which was totally Republican and lived in Greene County another Republican County when we were at Wright-Patt. I never could understand Dayton.