Integrity metrics

Technical stability and validity metrics of your data entities

18001800

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:

Metric

Categorical

Numeric

Boolean

% 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.

✔


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