Great Rift Valley
Basically, the western part of Africa is rifting away from the eastern part.  This causes all the geological activity at the Valley.  Far in the future, a sea will run between these two parts of Africa. The Arabian peninsula is already almost separated.  The whole process is part of plate tectonics. In eastern Africa, the valley divides into two, the Western Rift Valley and the Eastern Rift Valley.