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Telmai provides an easy way for users to specify completeness requirements, either at the value, record, or attribute levels.
For example, the user might specify:
Each ID field should be populated - value level
Either City or Zip-Code should be provided – record level
At least 80% of E-mails should be populated – attribute level
In addition, telmai allows for completeness to be specified across multi-attributes.
The forms of such specifications can be broken down as follows:
Full Completeness No missing part of an Address, such as City, State, Zip_code, ...
Partial Completeness Either City or Zip_Code of an Address is filled At least 2 (or half) of Employee_Credentials are filled