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Surname Moorehouse (Moorehouse ) , in all the world, is a rare last name. The family name Moorehouse is habitual in Ireland, where it is quite a rare surname, Jamaica, where it is a rare surname, and Canada. Measured by absolute frequency, it is the most numerous in the United States, Ireland, and the United Kingdom.