There's more to diversity than skin color. Immigrants from other countries look for people who can speak their own language, eat the same food, worship the same gods etc, and given that the bulk of SF's immigrants (in the tech industry) come from across the Pacific, these communities are much larger in SF (33% Asian) than Atlanta (3%).