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  A pre-joined, analysis-ready dataset connecting FDA inspection outcomes to enforcement actions, regulatory citations, and product recalls — covering **265,000+ inspections** across **129,000+ facilities** from 2008 to present.
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  ## Why This Dataset Exists
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  FDA publishes inspection, citation, compliance, and recall data across 4-5 separate databases with no common key. Researchers, compliance teams, and analysts must manually cross-reference these systems to answer basic questions like:
 
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  A pre-joined, analysis-ready dataset connecting FDA inspection outcomes to enforcement actions, regulatory citations, and product recalls — covering **265,000+ inspections** across **129,000+ facilities** from 2008 to present.
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+ This is a 10% sample. Get the full dataset (265,000+ pre-joined records) on Gumroad → https://mandiasdata.gumroad.com/l/fda-enforcement-linkage
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  ## Why This Dataset Exists
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  FDA publishes inspection, citation, compliance, and recall data across 4-5 separate databases with no common key. Researchers, compliance teams, and analysts must manually cross-reference these systems to answer basic questions like: