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Real World Data Quality Examples
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Homeless Count Offers Great Example of Data Quality Principles
Reference Data
Timeliness
precision
Completeness
Validity
Values in Specified Range
Values Conform to Business Rule
Domain of Predefined Values
Values Conform to Data Type
Values Conform to Format
Logical Consistency
Temporal Consistency
Fall Harvest Time Reveals Geospatial Data Quality Example
Spatial Data Quality
Currency
accuracy
Google Maps
StreetView
416 Miles per hour in a Dollar rental car
Validity Representation Consistency
Lack of Data Quality for Point-of-Sale Can Lead to Unintended Privacy Breach
Accessiblity
Currency
Access-Control
Shippers Foretelling Future Deliveries!
accuracy
Timeliness
consistency
Validity
Help Reduce Survey Bias- Take the 2017 Annual Dimensions of Data Quality Survey
bias
Completeness
Data Quality Lessons Learned at Starbucks
Currency
Timeliness
accessibility
The Relationship Between Great User Interface Design and Data Quality
metadata
meta data
representation
presentation
Is a Truncated Value Incomplete?
Completeness
Truncation
precision
Pagination
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