According to the search results, the most densely populated area in Africa is Mauritius, with over 640 inhabitants per square kilometer. Mauritius is a small island nation located in the Indian Ocean, east of Madagascar. However, it is worth noting that the question is ambiguous as it could refer to a specific region or city within Africa, rather than an entire country. Nonetheless, the search results consistently indicate that Mauritius has the highest population density in Africa.