Denise Peterson-Rafuse is a Canadian politician, who has represented the electoral district of Chester-St. Margaret's in the Nova Scotia House of Assembly since 2009 as a member of the Nova Scotia New Democratic Party.In 2009, Peterson-Rafuse successfully ran for the New Democratic Party nomination in the riding of Chester-St. Margaret's.