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The marketplace for data quality rules. Discover, test, and install rules that work with your tools.

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68+ rules|5 tools supported|Free & open

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Email Format Validation

format

Validates that email columns match standard email format (RFC 5322 simplified)

emailpiicontactregex

1.2K4.8

SodadbtGXSQLSpark

Column Not Null Check

completeness

Ensures a column has no null or empty values with configurable threshold

nullmissingcompleteness

9804.9

SodadbtGXSQLSpark

Foreign Key Validation

referential integrity

Ensures all foreign key values exist in the parent reference table

foreign-keyrelationshipjoin

8724.6

SodadbtSQLSpark

Date Not In Future

range

Validates that date/timestamp values are not in the future

datetimestamprange

6544.7

SodadbtGXSQL

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Compliance Packs — Coming Soon

Pre-built rule bundles mapped to regulatory requirements. SOX, HIPAA, GDPR, BCBS 239, and more.

SOXHIPAAGDPRBCBS 239PCI-DSS