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Honestly, the answer is 'maybe'. You see, while at one point africa was home to the only humans around, it could very well be that humans fucking went extinct everywhere BUT africa at one point but originated somewhere else.
Hell, it's possible humans did first evolved in Africa, spread to other areas, all died out in Africa, moved back into Africa, died outside Africa, and then spread from Africa.