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How do I work with the database files?

Join related tables, preserve identifiers and interpret missing values and source facts.

DatabasesGrocers and Supermarkets Database
Related databaseGrocers and Supermarkets DatabaseExplore data and pricing

Use location_id to join contacts, classifications and source_enrichments back to locations. Keep IDs and postal codes as text. CSV blanks correspond to JSON null and SQLite NULL.

Check each table sample, schema and statistics before loading the data. The reported data_confidence field concerns place existence; it does not confirm that a business is currently open. Optional source_enrichments have their own as-of dates, and missing matches remain unknown.

For a download problem, return to your account download page and contact support with the order number, release version and displayed error.

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