Numeric Statistics

Numerical aggregate statistics including max, min, mean, and standard deviation.

Validator Overview

You can configure the numeric statistics validator to monitor the following metrics:

Metric OptionsDescription
MaximumValidates the maximum value of a numerical field.
MeanValidates the mean value of a numerical field.
MinimumValidates the minimum value of a numerical field.
Standard DeviationValidates the standard deviation of a numerical field.
SumValidates the sum of a numerical field.

Metric Configuration Parameters

ParametersDescription
MetricSelect the metric to calculate. See the Metric Options table.
FieldsSelect a source field from a list of available fields with numeric data type. You can select multiple fields to batch create individual validators for each field.
Filter(Optional) Select from a list of filters or create a new filter to specify which records to include.
WindowSelect from a list of windows or create a new window to specify how to aggregate the data.
Slide config(Optional) Specfy the number of previous windows to include in each stride. Default is "No slide config".
Segmentation(Optional) Apply segmentation to analyze data in separate groups. Default is Unsegmented.