Data Quality Repoting Limitations

[VaishnaviMendhe]

Data Quality report currently displays only the count of missing categories or new categories.

A suggestion is to also include the names of the categories missing in each particular variable for better context and analysis.

[elenasamuylova]

Hi @VaishnaviMendhe,

You can create a custom Report and include a ColumnValueListMetric() for all relevant columns (or use a column metric generator to generate this Metric for all categorical columns from the very beginning).

The Metric will show both missing categories and new categories (top-10) as compared to the reference or to a defined value list.

Hope this will solve an issue for you!