Skewness And Kurtosis

Type

transform

Class

fire.nodes.etl.NodeSkewnessAndKurtosis

Fields

Name	Title	Description
inputCols	Column Names	Name of columns to get the skewness and kurtosis.

Details

This node identifies Skewness (measure of symmetry) and Kurtosis (measure of whether the data are heavy-tailed or light-tailed relative to a normal distribution) in the selected columns.

More than one numeric column can be selected.

Examples

A set of columns from incoming dataset can be selected.

If SkewnessAndKurtosis node is configured to compute values for [Salary]

then outgoing Dataframe would contain Skewness and Kurtosis values for the selected column:

• Skewness : 2.112

• Kurtosis : 2.802