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Josh Brody · Jan 3, 2026

Wide tables and query validation

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I’m building an ETL system that imports billions of person records from data vendors. Each vendor sends different attributes—household income, automotive interests, education level, charitable donor status—in their own formats with their own column names. The system normalizes everything into a canonical schema and exposes a query interface for building audiences. The obvious choice for storing…

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