abacusai.eda_feature_association
Classes
Eda Feature Association between two features in the data. |
Module Contents
- class abacusai.eda_feature_association.EdaFeatureAssociation(client, data=None, isScatter=None, isBoxWhisker=None, xAxis=None, yAxis=None, xAxisColumnValues=None, yAxisColumnValues=None, dataColumns=None)
Bases:
abacusai.return_class.AbstractApiClassEda Feature Association between two features in the data.
- Parameters:
client (ApiClient) – An authenticated API Client instance
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
- data
- is_scatter
- is_box_whisker
- x_axis
- y_axis
- x_axis_column_values
- y_axis_column_values
- data_columns
- deprecated_keys
- __repr__()