This is an interesting map showing the HIV growth in Africa,

As you can see Southern Africa is most badly affected by the virus, the growth in red which means higher prevalance is much more visiable in the very south of the continent, while the far north has a much lower prevalance of the HIV virus.

For more information view the article on HIV and Aids prevalance on a global perspective