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After completing one term, the 31st Canadian Parliament, Taylor was defeated in the 1980 election by James Manly of the New Democratic Party.
After serving in the 31st and 32nd Canadian Parliaments, he was defeated by Michel Champagne of the Progressive Conservative party in the 1984 election.
He served consecutive terms in the 30th, 31st, 32nd, 33rd and 34th Canadian Parliaments until his defeat in the 1993 federal election at the hands of the Liberal Party's Paul Zed.
After serving his only term, the 31st Canadian Parliament, he was defeated in the 1980 federal election by Douglas Anguish of the New Democratic Party.