5.6. Get a Data Quality Flash Audit

Click the Quality audit button at the top right to generate a quality diagnostic for the displayed data sample.

Note

Whether obtaining a quality audit or performing a data transformation, Tale of Data only sends to the generative AI a sample of the data displayed in the preparation editor. This sample contains at most a hundred rows.

Once configured and validated by the user on the sample, the data transformation will apply to the entire dataset when executing the flow.

For greater efficiency, the Refresh sample button allows drawing a new sample of one hundred rows to provide to the generative AI.

The generative AI will create the list of anomalies detected in the data sample being edited (before transformation). Once generated, this list will be displayed in the Quality audit before transformation tab:

Hint

Please note that depending on the available bandwidth during calls to the generative AI service you use, completing the Quality Audit may take from a few seconds to a little over a minute