Smart Discovery Unexpected Values

The Unexpected Values page includes a table listing existing values, and the predicted values are displayed along with the other corresponding dimensions.

To add or remove columns from the displayed table, select Edit Columns. This page will not display if the insight quality is considered to be too low or there are no unexpected values.

Two additional interactive charts (scatterplot and bar/column) are provided to help visualize the difference between the predicted and existing values listed in the table. Use either the Search or Edit Columns options to focus or filter out columns from the table. When you sort the table on a particular column, the columns in the bar/column chart will reflect this sort order. Any changes in the table will be automatically reflected in the charts.

The underlying machine learning model assesses the quality of the analysis. Each visualization has an insight quality checkbox indicating when the quality of the analysis is good. If the underlying machine learning model analysis indicates low confidence in the analysis quality, you are also alerted to this in the visualization.
Note
Unexpected Values are available only for discoveries with measures as targets.