Standard Deviation

Standard deviation measures how spread out the numbers are in a table, relative to the average value. It helps to understand the range and distribution of data.

tags: [“EDA”]

Parameters

Input Dataset: Input Dataset (Required: True, Multiple: False)

Output Dataset: Output Dataset (Required: True, Multiple: False)

How to use it in RC UI

../../../_images/stdv1.png

The output or result after adding the standard deviation transform looks as below:

../../../_images/stdv2.png

How to use it in Notebook

template=TemplateV2.get_template_by('Standard Deviation')

recipe_Standard_Deviation= project.addRecipe([car_data, employee_data, temperature_data, only_numeric], name='Standard Deviation')

transform=Transform()
transform.templateId = template.id
transform.name='Standard Deviation'
transform.variables = {
'input_dataset':'car',
'output_dataset':'car_std'}
recipe_Standard_Deviation.add_transform(transform)
recipe_Standard_Deviation.run()

Requirements

pandas