An attribute business rule (ABR) defines your compliance requirements and standards for data quality. Trillium uses ABRs to check data compliance for a single attribute and highlights any data that does not conform to your standard compliance checks.
When you first import and discover your data, by default a set of ten ABRs is added to every attribute in an entity. You can create additional ABRs for specific attribute using a selection of operators and functions available in the Expression Builder window.
Use Expression Shortcuts
To save time, you have the option of using pre-formatted expression shortcuts for the four most often used attribute-level metadata:
- Mask
- Metaphone
- Pattern
- Soundex
For example, choosing the mask shortcut is equivalent to building an expression using the MASK function. After you create the rule, when viewing results you can drill down to the rows of passing and failing metadata used in the expression for the current attribute. For instructions on how to create ABRs using selected metadata, see Creating Attribute Business Rule Using Selected Metadata.
Select Threshold Type
When you create an ABR, you set the default passing threshold as either a rows or values threshold type. The percentage of compliance of the business rule may vary depending on which option is selected:
- Rows. Gives the percentage of total rows that pass the rule test for the current attribute.
- Values. Gives the percentage of the total values that pass the rule test for the current attribute.
The type you select depends on the results you expect and the size and scope of your data.
To create an ABR