EdaFeatureAssociation

Eda Feature Association between two features in the data.

KEY TYPE Description
data dict the data to display the feature association between two features
isScatter bool A Boolean that represents if the data creates a scatter plot (for cases of numerical data vs numerical data)
isBoxWhisker bool A Boolean that represents if the data creates a box whisker plot (For cases of categorical data vs numerical data and vice versa)
xAxis str Name of the feature selected for feature association (reference_feature_name) for x axis on the plot
yAxis str Name of the feature selected for feature association (test_feature_name) for y axis on the plot
xAxisColumnValues list Name of all the categories within the x_axis feature (if it is a categorical data type)
yAxisColumnValues list Name of all the categories within the y_axis feature (if it is a categorical data type)
dataColumns list A list of columns listed in the data as keys
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