The subject was perfectly treated by u/sunagainstgold in this thread : In popular culture and meme posts there's a stereotype correlating living in Southern states and incest. Is there any historical reason why this stereotype is a thing?.

While the question that launch this thread is a bit broader than yours, you will find the anwser your looking for, and more.