:py:mod:`bluecast.tests.test_analyse`
=====================================

.. py:module:: bluecast.tests.test_analyse


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


Functions
~~~~~~~~~

.. autoapisummary::

   bluecast.tests.test_analyse.synthetic_train_test_data
   bluecast.tests.test_analyse.synthetic_train_test_data_regression
   bluecast.tests.test_analyse.synthetic_categorical_data
   bluecast.tests.test_analyse.create_data_with_nulls
   bluecast.tests.test_analyse.create_data_with_many_uniques
   bluecast.tests.test_analyse.test_plot_pie_chart
   bluecast.tests.test_analyse.test_univariate_plots
   bluecast.tests.test_analyse.test_bi_variate_plots
   bluecast.tests.test_analyse.test_correlation_heatmap
   bluecast.tests.test_analyse.test_correlation_to_target
   bluecast.tests.test_analyse.test_mutual_info_to_target
   bluecast.tests.test_analyse.test_mutual_info_to_target_multiclass
   bluecast.tests.test_analyse.test_mutual_info_to_target_regression
   bluecast.tests.test_analyse.test_pca_plot
   bluecast.tests.test_analyse.test_pca_biplot
   bluecast.tests.test_analyse.test_plot_pca_cumulative_variance
   bluecast.tests.test_analyse.test_plot_tsne
   bluecast.tests.test_analyse.test_plot_theil_u_heatmap
   bluecast.tests.test_analyse.test_plot_count_pairs
   bluecast.tests.test_analyse.test_plot_null_percentage
   bluecast.tests.test_analyse.test_check_unique_values
   bluecast.tests.test_analyse.test_plot_ecdf
   bluecast.tests.test_analyse.test_plot_distribution_by_time
   bluecast.tests.test_analyse.sample_dataframe
   bluecast.tests.test_analyse.test_valid_input
   bluecast.tests.test_analyse.test_missing_target_column
   bluecast.tests.test_analyse.test_plot_andrews_curve
   bluecast.tests.test_analyse.test_plot_andrews_curve_sampled
   bluecast.tests.test_analyse.test_plot_andrews_curve_missing_target
   bluecast.tests.test_analyse.test_plot_against_target_for_regression
   bluecast.tests.test_analyse.sample_dataframe_numeric
   bluecast.tests.test_analyse.test_plot_distribution_pairs



.. py:function:: synthetic_train_test_data() -> Tuple[pandas.DataFrame, pandas.DataFrame]


.. py:function:: synthetic_train_test_data_regression() -> Tuple[pandas.DataFrame, pandas.DataFrame]


.. py:function:: synthetic_categorical_data() -> pandas.DataFrame


.. py:function:: create_data_with_nulls() -> pandas.DataFrame


.. py:function:: create_data_with_many_uniques() -> pandas.DataFrame


.. py:function:: test_plot_pie_chart(synthetic_train_test_data)


.. py:function:: test_univariate_plots(synthetic_train_test_data)


.. py:function:: test_bi_variate_plots(synthetic_train_test_data)


.. py:function:: test_correlation_heatmap(synthetic_train_test_data)


.. py:function:: test_correlation_to_target(synthetic_train_test_data)


.. py:function:: test_mutual_info_to_target(synthetic_train_test_data)


.. py:function:: test_mutual_info_to_target_multiclass(synthetic_train_test_data)


.. py:function:: test_mutual_info_to_target_regression(synthetic_train_test_data_regression)


.. py:function:: test_pca_plot(synthetic_train_test_data)


.. py:function:: test_pca_biplot(synthetic_train_test_data)


.. py:function:: test_plot_pca_cumulative_variance(synthetic_train_test_data)


.. py:function:: test_plot_tsne(synthetic_train_test_data)


.. py:function:: test_plot_theil_u_heatmap(synthetic_categorical_data)


.. py:function:: test_plot_count_pairs(synthetic_categorical_data)


.. py:function:: test_plot_null_percentage(create_data_with_nulls)


.. py:function:: test_check_unique_values(create_data_with_many_uniques)


.. py:function:: test_plot_ecdf(synthetic_train_test_data)


.. py:function:: test_plot_distribution_by_time()


.. py:function:: sample_dataframe()


.. py:function:: test_valid_input(sample_dataframe)


.. py:function:: test_missing_target_column(sample_dataframe)


.. py:function:: test_plot_andrews_curve(synthetic_train_test_data)


.. py:function:: test_plot_andrews_curve_sampled(synthetic_train_test_data)


.. py:function:: test_plot_andrews_curve_missing_target(sample_dataframe)


.. py:function:: test_plot_against_target_for_regression(synthetic_train_test_data_regression)


.. py:function:: sample_dataframe_numeric()


.. py:function:: test_plot_distribution_pairs(sample_dataframe_numeric)