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- The Deep, a 1953 painting by Jackson Pollock
- The Deep (aquarium), a large underwater aquarium in Hull, England
- The Deeps, Biblical term
- Department of Econometrics and Political Economy (Département d'économétrie et d'économie politique, DEEP) of HEC Lausanne in Switzerland
- Deep Foods, an American family-owned and operated manufacturer of Indian foods
- Deep (mixed martial arts), a Japanese mixed martial arts promotion and sanctioning organization
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