As someone who's lived all over, the primary difference in the south is that there are large African American populations.

Try being black in South Dakota or Maine.

Racism and othering exists everywhere, but physical proximity and interaction with the class in question moderates it heavily. It's harder to hate someone you know personally: that's why segregationists were such staunch opponents of any social integration.