Value Counts

Counts values of a given column

tags: [“EDA”]

Parameters

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

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

Column: Column to count values (Required: True, Multiple: False, Options: [‘FIELDS’], Datasets: [‘df’])

The sample input for this transform looks as shown in the screenshot:

../../../_images/value_counts1.png

The output or result after adding the value counts transform looks as below:

../../../_images/value_counts2.png

How to use it in Notebook

template=TemplateV2.get_template_by('Value Counts')

recipe_Value_Counts= project.addRecipe([car_data, employee_data, temperature_data, only_numeric], name='Value Counts')

transform=Transform()
transform.templateId = template.id
transform.name='Value Counts'
transform.variables = {
'input_dataset':'car',
'output_dataset':'vc',
'col':"fueltype"}
recipe_Value_Counts.add_transform(transform)
recipe_Value_Counts.run()

How to use it in RC UI

Requirements

pandas