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Real World Data Quality Examples

Stock chart with title of the blog "Does Poor Data Quality Negatively Impact Stock Prices?" in the top right corner

Does Poor Data Quality Negatively Impact Stock Prices?

Completeness
Accessiblity
consistency
Equivalence of Redundant or Distributed Data
representation
Finding the Right Data Required of Machine Learning

Finding the Right Data Required of Machine Learning

Record Population
Completeness
Coverage
Lack of Data Quality for Point-of-Sale Can Lead to Unintended Privacy Breach

Lack of Data Quality for Point-of-Sale Can Lead to Unintended Privacy Breach

Accessiblity
Currency
Access-Control
Is a Truncated Value Incomplete?

Is a Truncated Value Incomplete?

Completeness
Truncation
precision

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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