I lived in Joburg before, never walk alone at night, it is so dangerous..Suggest you visit the Pretoria, it is a little safe than Joburg. If you can go to Cape town, it will be best, this city is really beautiful, it is safe when you are in city. You can see lots Japanese elder tourists 10 years before.