API Reference
detect_iqr()
detect_zscore()
remove_outliers()
replace_outliers()
describe_distributions()
get_kurtosis()
get_skewness()
drop_missing()
get_categorical_features()
get_constant_features()
get_missing()
set_categorical()
discretize_continuous()
freq_encode()
ordinal_encode()
get_entropy()
get_summary()
detect_multicollinearity()
high_corr_pairs()
corr_matrix()
corr_matrix_corr_index()
corr_matrix_cramer_v()
corr_matrix_eta()
corr_matrix_linear()
corr_matrix_multiple()
corr_vector_multiple()
corr_index()
corr_multiple()
cramer_v()
eta_squared()
Block
Block.add_metric()
Block.add_table()
Block.add_visualization()
Block.clear_visualizations()
Block.close_figures()
Block.empty
Block.insert_metric()
Block.insert_table()
Block.insert_visualization()
Block.remove_metric()
Block.remove_table()
Block.remove_visualization()
Block.render_html()
Block.render_pdf()
Block.typename
BlockConfig
BlockConfig.description
BlockConfig.metrics
BlockConfig.tables
BlockConfig.title
BlockConfig.visualizations
Report
Report.close_figures()
Report.insert_block()
Report.remove_block()
Report.render_html()
Report.render_pdf()
Report.typename
get_cardinality_block()
get_ctm_block()
get_data_quality_overview_block()
get_data_shape_block()
get_distributions_block()
get_outliers_block()
get_linear_relations_block()
get_nonlinear_relations_block()
get_data_overview_blocks()
get_data_overview_report()
get_data_quality_blocks()
get_data_quality_report()
get_eda_blocks()
get_eda_report()
get_interactions_blocks()
get_interactions_report()
render_block_html()
render_html()
render_block_pdf()
render_pdf()
normalize_assignment()
normalize_table()
normalize_visualization()
barchart()
mapbox()
piechart()
scatterplot()
boxplot()
distplot()
heatmap()
hexbin()
FeatureAssignment
FeatureAssignment.categorical_features
FeatureAssignment.categorical_target
FeatureAssignment.numerical_features
FeatureAssignment.numerical_target
NaturalNumber
TableResult
TableResult.description
TableResult.render_extra
TableResult.table
TableResult.title
VisualizationResult
VisualizationResult.axes
VisualizationResult.engine
VisualizationResult.extra_info
VisualizationResult.figure
VisualizationResult.height
VisualizationResult.title
VisualizationResult.width
explorica
explorica.data_quality.data_preprocessing
explorica.data_quality.feature_engineering
explorica.data_quality.information_metrics
explorica.data_quality.outliers.detection
explorica.data_quality.outliers.handling
explorica.data_quality.outliers.stats
explorica.data_quality.summary
explorica.interactions.aggregators
explorica.interactions.correlation_matrices
explorica.interactions.correlation_metrics
explorica.reports.core.block
explorica.reports.core.report
explorica.reports.presets.blocks.cardinality
explorica.reports.presets.blocks.ctm
explorica.reports.presets.blocks.data_quality_overview
explorica.reports.presets.blocks.data_shape
explorica.reports.presets.blocks.distributions
explorica.reports.presets.blocks.outliers
explorica.reports.presets.blocks.relations_linear
explorica.reports.presets.blocks.relations_nonlinear
explorica.reports.presets.data_overview
explorica.reports.presets.data_quality
explorica.reports.presets.eda
explorica.reports.presets.interactions
explorica.reports.renderers.html
explorica.reports.renderers.pdf
explorica.reports.utils
explorica.types
explorica.visualizations.plots
explorica.visualizations.scatterplot
explorica.visualizations.statistical_plots
