Datanest Data Engineering — Data Quality Framework

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Data Quality Framework

Pluggable quality engine with 6 check types — completeness, uniqueness, validity, freshness, consistency, and custom SQL expressions.

Quality Rule Builder

Configure quality checks using actual rule types from the framework.

Quality Check Dashboard

12
Passed
2
Warnings
1
Failed
94%
Pass Rate
3
Tables Checked
15
Total Rules
RuleTableTypeResultScore
customer_email_not_nullsilver.customersCompletenessPASS1.000
order_id_uniquesilver.ordersUniquenessPASS1.000
amount_range_validsilver.ordersValidityPASS0.998
order_date_freshnesssilver.ordersFreshnessWARN0.870
customer_ref_integritygold.dim_customerConsistencyFAIL0.720

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Interactive demo — features are simulated. Purchase the full version for complete functionality.

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