Why did North Africa develop independently from the rest of the African continent

They had access to the Mediterranean Sea which allowed them to trade with more countries easily and that they were influenced greatly by Middle Eastern culture. They had a different language, different political and cultural history, and a different geographical region. Also, most North Africans are mixed with West Asians (middle easterners) and Europeans.