There is no simple way to engineer a split based on regional geography as the liberal/conservative populations are not that neatly packaged.
Liberals are everywhere but the majority are in the cities, even in the southern states.
As one example, in general the rural areas and many small towns in upstate New York state are far more conservative than Atlanta, New Orleans or even Miami.