abacusai.eda_feature_association
================================

.. py:module:: abacusai.eda_feature_association


Classes
-------

.. autoapisummary::

   abacusai.eda_feature_association.EdaFeatureAssociation


Module Contents
---------------

.. py:class:: EdaFeatureAssociation(client, data=None, isScatter=None, isBoxWhisker=None, xAxis=None, yAxis=None, xAxisColumnValues=None, yAxisColumnValues=None, dataColumns=None)

   Bases: :py:obj:`abacusai.return_class.AbstractApiClass`


   Eda Feature Association between two features in the data.

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


   .. py:attribute:: data
      :value: None



   .. py:attribute:: is_scatter
      :value: None



   .. py:attribute:: is_box_whisker
      :value: None



   .. py:attribute:: x_axis
      :value: None



   .. py:attribute:: y_axis
      :value: None



   .. py:attribute:: x_axis_column_values
      :value: None



   .. py:attribute:: y_axis_column_values
      :value: None



   .. py:attribute:: data_columns
      :value: None



   .. py:attribute:: deprecated_keys


   .. py:method:: __repr__()


   .. py:method:: to_dict()

      Get a dict representation of the parameters in this class

      :returns: The dict value representation of the class parameters
      :rtype: dict