Has Africa hosted the Olympic Games?

No. And no city in Africa will host the Olympics until 2020 at the earliest as the 2012 Games will be held in London and the four cities that are finalists to host the 2016 Games are Madrid, Rio de Janeiro, Tokyo, and Chicago.