William GL Janse van Rensburg (1939–2008), mayor of the city of Johannesburg, South Africa, from 1990 to 1991
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Andre van Rensburg (born 1976), South African avant-garde composer, producer and instrumentalist
Van Rensburg has written a number of titles for the Dag Hammarskjöld Foundation.