As a Data Publisher I want to assess and share data quality measures with a data resource So that Data Consumers can assess if the data resource is fit for their purpose
As an Independent Data Quality Assessor I want to assess and share data quality measures about data resources So that I can analyse and report data quality issues
As a Data Publisher or Independent Data Quality Assessor I want to associate data quality measures with a set of shared, documented, objective data quality metrics So that common data quality measures can be consistently reported and compared
As a Data Publisher or Independent Data Quality Assessor I want to define set of user-defined or domain-specific data quality metrics So that I can data quality measures that are meaningful to Data Consumers can be consistently reported
- support user-defined or domain-specific data quality metrics
As a Data Consumer I want to discover data that has been quality assessed So that I focus on what is likely to be better quality data
As Data Consumer I want to know discover data quality measures, supporting annotations and statistics about the dataset so that I don't have to perform that analysis myself to help decide if the data is fit for my purpose
As a Data Publisher I want to know the data validation results for a data resource so that I know what data needs to be corrected or communicate data errors that wont be fixed
As a Data Consumer I want to know the data validation results for a data resource so that I don't have to validate this data myself