My experience with White people from South Africa is that they will quickly point out that they are from South Africa. They don't really seek to associate themselves with the rest of Africa where the lekwerekweres (immigrants from poorer countries like Nigeria) come from.

Lets not forget that South Africa has its own history with racism and xenophobia (fear of foreigners) that's lasted well beyond the "official" end of apartheid.