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"You'd Be Surprised" is a song written by Irving Berlin in 1919 which Eddie Cantor interpolated it into Ziegfeld's Follies of 1919. Cantor soon recorded it and it became a major hit. Other popular versions in 1920 were by the All-Star Trio and by Irving Kaufman.