In 2006 , the incumbent Democrat governor won re-election by 66 % over a former Republican Congressman . In 2006 , the incumbent Democratic governor won re-election by 66 % over a former Republican Congressman , winning the popular vote in every county except the three in the strongly Republican Oklahoma Panhandle .