Integrity metrics

Technical stability and validity metrics of your data entities

1800

Anomalous values may indicate a data pipeline/source problem.

Integrity property metrics measured on the entity level are divided according to data entity format type:

MetricCategoricalNumericBoolean
% of missing values
Percentage of missing values in the data.
✔✔✔
% of outliers
Percentage of outliers in the data.
Outlier borders are automatically inferred during baseline creation using an internal heuristic to predict any extreme outliers based on values from 98-99 percentiles on each side of the distribution.
-✔-
% of new values
Percentage of values that were not present in the baseline.
✔--