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Real World Data Quality Examples
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Representation and Spatial Data Quality Issues Found on San Diego Beach
Completeness
Existence
representation
Media Appropriate
Currency
Current with World it ModelsSpatial
Timeliness
Time Expectation for Availability
Electronic Float
Lady Time at the Bus Stop
Timeliness Currency Time
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
Shippers Foretelling Future Deliveries!
accuracy
Timeliness
consistency
Validity
Data Quality Lessons Learned at Starbucks
Currency
Timeliness
accessibility
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