I recall seeing some "blue" counties in the southwest area of Virginia, where the black population is minimal.
He took Buchanan and Dickenson County and (I think) barely took Russell. But he didn't take Wise, Lee, Scott, Smythe, Tazewell...etc...those areas have high concentrations of Scots-Irish.