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Real World Data Quality Examples

416 Miles per hour in a Dollar rental car

416 Miles per hour in a Dollar rental car

Validity Representation Consistency
Unclean data at the Dry Cleaners

Unclean data at the Dry Cleaners

Validity
Integrity
accuracy
Duplicate Profile Photos Show Integrity Issues

Duplicate Profile Photos Show Integrity Issues

accuracy
Integrity
Data Quality Lessons Learned at Starbucks

Data Quality Lessons Learned at Starbucks

Currency
Timeliness
accessibility
The Relationship Between Great User Interface Design and Data Quality

The Relationship Between Great User Interface Design and Data Quality

metadata
meta data
representation
presentation

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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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