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Family name Salouma (Salouma ) , in the entire world, is quite a common surname. The surname Salouma is characteristic of Northern Africa, particularly Tunisia, where it is quite a common surname, Morocco, where it is quite a rare surname, and Algeria. Much less frequently, Salouma is the forename as well as the last name.