State in South
0 = NonSouth
1 = South

Four regional categories
1 = South
2 = West
3 = Midwest
4 = Northeast

Binary for assault rate where 0= less than 200 assaults per 100k and 1=more than 200 assaults per 100k
0 = Less than 200 assaults per 100k
1 = More than 200 assaults per 100k

0 = 0 to 3 murders per 100k
1 = 3.1 to 6 murders per 100k
2 = 6.1 to 9 murders per 100k
3 = 9.1 to 12 murders per 100k
4 = 12.1 or more murders per 100k.