wiktionary
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over- + time.
etymonline
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overtime (n.)
1846, "time above the regular hours of work, time during which one works beyond the regular hours," from over- + time (n.). In reference to the pay given for this by 1916. Sporting sense first attested 1921, in an ice hockey context.
