wiktionary
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From Carib or Caribe, a people who lived in the West Indies, + -an.
etymonline
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Caribbean (adj.)
"of or pertaining to the Caribs," also "of the sea between the West Indies and the South American mainland," by 1750s, from Carib, indigenous people's name for themselves, + -ean.