2. Gold. Gold is the most mined resource in Africa. It accounts for approximately 21% of the World total. Gold which ranks among the top 10 most valuable minerals in the world is mined in several countries. These include South Africa, Tanzania, Ghana, Burkina Faso, Mali, Guinea and many other countries.