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David Nelson Muise (September 22, 1949 – November 2, 2017) was a Canadian politician. He was mayor of the Cape Breton Regional Municipality, Nova Scotia from 1997 to 2000. He also represented the electoral district of Cape Breton West in the Nova Scotia House of Assembly from 1978 to 1981. He was a member of the Nova Scotia Liberal Party.