1889, Amer.Eng., originally of baseball enthusiasts, probably a shortening of
fanatic, but may be influenced by the Fancy (1807), a collective term for followers of a certain hobby or sport (especially boxing). There is an isolated use from 1682, but the modern word is likely a new formation.