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$ AWS Architect · DevOps · Cloud

tag: Data Profiling

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Monday, July 27, 2026

AWS Glue Data Quality Gets Smarter with Distribution Stats

AWS Glue Data Quality just dropped a Distribution Analyzer that generates frequency profiles for your data—think histograms for numbers and value distributions for categories. You can now spot skewness, outliers, and weird patterns without writing custom code, and results get stored in S3 for querying via Athena. It integrates seamlessly with your existing DQDL rulesets, so profiling runs alongside your current checks in one go.