User-Defined

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