ah ... I don't know I wish you are right.
I was traveling around a lot. I was several times in Joburg and Cape Town. Whenever I go there I don't even dare to walk on the street , just jumping from a taxi to taxi.
I would go to same places only if I research thoroughly before I go there.
It is in general very unsafe place to be a lot of crazy people a lot.