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1869, American English, originally a kind of fireworks or a railway train pulled by two engines; see double (adj.) + head (n.). Baseball sense is c.1890.
Two contests, esp baseball games, played at one meeting
[1890s+ Sports; fr earlier railroad use for a train drawn by two engines]