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Real World Data Quality Examples

Bottom-up Approach to Data Quality with Conformed Dimensions

Bottom-up Approach to Data Quality with Conformed Dimensions

Completeness
Existence
Lineage
Source Documentation
Segment Documentation
Target Documentation
End-to-End Graphical Documentation
Validity
Values in Specified Range
Values Conform to Business Rule
Domain of Predefined Values
Values Conform to Data Type
Values Conform to Format
Integrity
Referential Integrity
consistency
Format Consistency
Logical Consistency
accuracy
Match to Agreed Source
Equivalence of Redundant or Distributed Data
Temporal Consistency
representation
Metadata Availability

Endorsement

Dr. Christiana Klingenberg
Dr. Christiana Klingenberg

With the Conformed Dimensions of Data Quality, Dan Myers has created a practicable basis for establishing data quality in companies. The…

Danette McGilvray
Danette McGilvray, Granite Falls Consulting

For the data industry, standardized definitions of data quality dimensions are needed, just as other professions, such as accounting have…

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Dan Myers,
Principal Information Quality Educator
dan@dqmatters.com

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