google
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early 18th century: of unknown origin.
wiktionary
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From earlier tanterum. Further etymology unknown. Possibly from Tamil தந்திரம்(tantiram, “stratagem, cunning, ruse, tactic, trickery”).
etymonline
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tantrum (n.)
1714, tanterum, originally colloquial, of unknown origin.