Definition of Southern Africa:
(n) :
A geographic region comprising the southern part of Africa; always including South Africa, Namibia, Botswana, Lesotho and Eswatini, and sometimes also Angola, Mozambique, Zambia and Zimbabwe.
(n) :
(nonstandard) South Africa.