Filter Dataset Greater Than

This transform allows you to filter the values that are greater than the given value in a dataset.

tags: [“EDA”]

Parameters

The table gives a brief description about each parameter in Filter Dataset Greater than transform.

Name:

By default, the transform name is populated. You can also add a custom name for the transform.

Input Dataset:

The file name of the input dataset. You can select the dataset that was uploaded from the drop-down list to filter values that are greater the given value. (Required: True, Multiple: False)

Output Dataset:

The file name with which the output dataset is created after filtering the values that are greater than the given value. (Required: True, Multiple: False)

Column:

The name of the column on which this transform must be performed. (Required: True, Multiple: False, Datatypes: [“STRING”], Options: [“FIELDS”], Datasets: [“df”])

Value:

The value with which each element in the column must be compared and filter the elements that are greater than to this given value. (Required: True, Multiple: False, Datatypes: [“FLOAT”], Options: [“CONSTANT”])

Below is the screenshot with sample input data for this transform

The output after running the Filter Dataset Greater Than transform on the dataset appears as below:

How to use it in Notebook

template=TemplateV2.get_template_by('Filter Dataset Greater Than')

recipe_Filter_Dataset_Greater_Than= project.addRecipe([car_data, employee_data, temperature_data, only_numeric], name='Filter Dataset Greater Than')

transform=Transform()
transform.templateId = template.id
transform.name='Filter Dataset Greater Than'
transform.variables = {
'input_dataset':'only_numeric',
'output_dataset':'ftgt',
'column':"Age",
'value':20}
recipe_Filter_Dataset_Greater_Than.add_transform(transform)
recipe_Filter_Dataset_Greater_Than.run()

Requirements

pandas