Index

A

add_metric() (explorica.reports.core.block.Block method) add_table() (explorica.reports.core.block.Block method)

add_visualization() (explorica.reports.core.block.Block method) axes (explorica.types.VisualizationResult attribute)

B

barchart() (in module explorica.visualizations.plots) Block (class in explorica.reports.core.block)

BlockConfig (class in explorica.reports.core.block) boxplot() (in module explorica.visualizations.statistical_plots)

C

categorical_features (explorica.types.FeatureAssignment attribute) categorical_target (explorica.types.FeatureAssignment attribute) clear_visualizations() (explorica.reports.core.block.Block method) close_figures() (explorica.reports.core.block.Block method) (explorica.reports.core.report.Report method) corr_index() (in module explorica.interactions.correlation_metrics) corr_matrix() (in module explorica.interactions.correlation_matrices)

corr_matrix_corr_index() (in module explorica.interactions.correlation_matrices) corr_matrix_cramer_v() (in module explorica.interactions.correlation_matrices) corr_matrix_eta() (in module explorica.interactions.correlation_matrices) corr_matrix_linear() (in module explorica.interactions.correlation_matrices) corr_matrix_multiple() (in module explorica.interactions.correlation_matrices) corr_multiple() (in module explorica.interactions.correlation_metrics) corr_vector_multiple() (in module explorica.interactions.correlation_matrices) cramer_v() (in module explorica.interactions.correlation_metrics)

D

describe_distributions() (in module explorica.data_quality.outliers.stats) description (explorica.reports.core.block.BlockConfig attribute) (explorica.types.TableResult attribute) detect_iqr() (in module explorica.data_quality.outliers.detection)

detect_multicollinearity() (in module explorica.interactions.aggregators) detect_zscore() (in module explorica.data_quality.outliers.detection) discretize_continuous() (in module explorica.data_quality.feature_engineering) distplot() (in module explorica.visualizations.statistical_plots) drop_missing() (in module explorica.data_quality.data_preprocessing)

E

empty (explorica.reports.core.block.Block property) engine (explorica.types.VisualizationResult attribute) eta_squared() (in module explorica.interactions.correlation_metrics) explorica.data_quality.data_preprocessing module explorica.data_quality.feature_engineering module explorica.data_quality.information_metrics module explorica.data_quality.outliers.detection module explorica.data_quality.outliers.handling module explorica.data_quality.outliers.stats module explorica.data_quality.summary module explorica.interactions.aggregators module explorica.interactions.correlation_matrices module explorica.interactions.correlation_metrics module explorica.reports.core.block module explorica.reports.core.report module explorica.reports.presets.blocks.cardinality module explorica.reports.presets.blocks.ctm module explorica.reports.presets.blocks.data_quality_overview module

explorica.reports.presets.blocks.data_shape module explorica.reports.presets.blocks.distributions module explorica.reports.presets.blocks.outliers module explorica.reports.presets.blocks.relations_linear module explorica.reports.presets.blocks.relations_nonlinear module explorica.reports.presets.data_overview module explorica.reports.presets.data_quality module explorica.reports.presets.eda module explorica.reports.presets.interactions module explorica.reports.renderers.html module explorica.reports.renderers.pdf module explorica.reports.utils module explorica.types module explorica.visualizations.plots module explorica.visualizations.scatterplot module explorica.visualizations.statistical_plots module extra_info (explorica.types.VisualizationResult attribute)

F

FeatureAssignment (class in explorica.types)

figure (explorica.types.VisualizationResult attribute) freq_encode() (in module explorica.data_quality.feature_engineering)

G

get_cardinality_block() (in module explorica.reports.presets.blocks.cardinality) get_categorical_features() (in module explorica.data_quality.data_preprocessing) get_constant_features() (in module explorica.data_quality.data_preprocessing) get_ctm_block() (in module explorica.reports.presets.blocks.ctm) get_data_overview_blocks() (in module explorica.reports.presets.data_overview) get_data_overview_report() (in module explorica.reports.presets.data_overview) get_data_quality_blocks() (in module explorica.reports.presets.data_quality) get_data_quality_overview_block() (in module explorica.reports.presets.blocks.data_quality_overview) get_data_quality_report() (in module explorica.reports.presets.data_quality) get_data_shape_block() (in module explorica.reports.presets.blocks.data_shape) get_distributions_block() (in module explorica.reports.presets.blocks.distributions)

get_eda_blocks() (in module explorica.reports.presets.eda) get_eda_report() (in module explorica.reports.presets.eda) get_entropy() (in module explorica.data_quality.information_metrics) get_interactions_blocks() (in module explorica.reports.presets.interactions) get_interactions_report() (in module explorica.reports.presets.interactions) get_kurtosis() (in module explorica.data_quality.outliers.stats) get_linear_relations_block() (in module explorica.reports.presets.blocks.relations_linear) get_missing() (in module explorica.data_quality.data_preprocessing) get_nonlinear_relations_block() (in module explorica.reports.presets.blocks.relations_nonlinear) get_outliers_block() (in module explorica.reports.presets.blocks.outliers) get_skewness() (in module explorica.data_quality.outliers.stats) get_summary() (in module explorica.data_quality.summary)

H

heatmap() (in module explorica.visualizations.statistical_plots) height (explorica.types.VisualizationResult attribute)

hexbin() (in module explorica.visualizations.statistical_plots) high_corr_pairs() (in module explorica.interactions.aggregators)

I

insert_block() (explorica.reports.core.report.Report method) insert_metric() (explorica.reports.core.block.Block method)

insert_table() (explorica.reports.core.block.Block method) insert_visualization() (explorica.reports.core.block.Block method)

M

mapbox() (in module explorica.visualizations.plots) metrics (explorica.reports.core.block.BlockConfig attribute) module 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

N

NaturalNumber (class in explorica.types) normalize_assignment() (in module explorica.reports.utils) normalize_table() (in module explorica.reports.utils)

normalize_visualization() (in module explorica.reports.utils) numerical_features (explorica.types.FeatureAssignment attribute) numerical_target (explorica.types.FeatureAssignment attribute)

O

ordinal_encode() (in module explorica.data_quality.feature_engineering)

P

piechart() (in module explorica.visualizations.plots)

R

remove_block() (explorica.reports.core.report.Report method) remove_metric() (explorica.reports.core.block.Block method) remove_outliers() (in module explorica.data_quality.outliers.handling) remove_table() (explorica.reports.core.block.Block method) remove_visualization() (explorica.reports.core.block.Block method) render_block_html() (in module explorica.reports.renderers.html) render_block_pdf() (in module explorica.reports.renderers.pdf) render_extra (explorica.types.TableResult attribute)

render_html() (explorica.reports.core.block.Block method) (explorica.reports.core.report.Report method) (in module explorica.reports.renderers.html) render_pdf() (explorica.reports.core.block.Block method) (explorica.reports.core.report.Report method) (in module explorica.reports.renderers.pdf) replace_outliers() (in module explorica.data_quality.outliers.handling) Report (class in explorica.reports.core.report)

S

scatterplot() (in module explorica.visualizations.scatterplot)

set_categorical() (in module explorica.data_quality.data_preprocessing)

T

table (explorica.types.TableResult attribute) TableResult (class in explorica.types) tables (explorica.reports.core.block.BlockConfig attribute) title (explorica.reports.core.block.BlockConfig attribute) (explorica.types.TableResult attribute) (explorica.types.VisualizationResult attribute)

typename (explorica.reports.core.block.Block property) (explorica.reports.core.report.Report property)

V

VisualizationResult (class in explorica.types)

visualizations (explorica.reports.core.block.BlockConfig attribute)

W

width (explorica.types.VisualizationResult attribute)