Index

A

add_bivariate_analysis() (edvart.report.ReportBase method) add_cells() (edvart.report_sections.bivariate_analysis.BivariateAnalysis method) (edvart.report_sections.bivariate_analysis.ContingencyTable method) (edvart.report_sections.bivariate_analysis.CorrelationPlot method) (edvart.report_sections.bivariate_analysis.PairPlot method) (edvart.report_sections.dataset_overview.ConstantOccurrence method) (edvart.report_sections.dataset_overview.DataPreview method) (edvart.report_sections.dataset_overview.DataTypes method) (edvart.report_sections.dataset_overview.DuplicateRows method) (edvart.report_sections.dataset_overview.MissingValues method) (edvart.report_sections.dataset_overview.Overview method) (edvart.report_sections.dataset_overview.QuickInfo method) (edvart.report_sections.dataset_overview.RowsWithMissingValue method) (edvart.report_sections.group_analysis.GroupAnalysis method) (edvart.report_sections.multivariate_analysis.MultivariateAnalysis method) (edvart.report_sections.multivariate_analysis.ParallelCategories method) (edvart.report_sections.multivariate_analysis.ParallelCoordinates method) (edvart.report_sections.multivariate_analysis.PCA method) (edvart.report_sections.section_base.ReportSection method) (edvart.report_sections.section_base.Section method) (edvart.report_sections.table_of_contents.TableOfContents method) (edvart.report_sections.timeseries_analysis.autocorrelation.Autocorrelation method) (edvart.report_sections.timeseries_analysis.boxplots_over_time.BoxplotsOverTime method) (edvart.report_sections.timeseries_analysis.fourier_transform.FourierTransform method) (edvart.report_sections.timeseries_analysis.rolling_statistics.RollingStatistics method) (edvart.report_sections.timeseries_analysis.seasonal_decomposition.SeasonalDecomposition method) (edvart.report_sections.timeseries_analysis.short_time_ft.ShortTimeFT method) (edvart.report_sections.timeseries_analysis.stationarity_tests.StationarityTests method) (edvart.report_sections.timeseries_analysis.time_series_line_plot.TimeSeriesLinePlot method) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysis method) (edvart.report_sections.umap.UMAP method) (edvart.report_sections.univariate_analysis.UnivariateAnalysis method)

add_group_analysis() (edvart.report.ReportBase method) add_html_heading() (in module edvart.pandas_formatting) add_multivariate_analysis() (edvart.report.ReportBase method) add_overview() (edvart.report.ReportBase method) add_section() (edvart.report.ReportBase method) add_table_of_contents() (edvart.report.ReportBase method) add_timeseries_analysis() (edvart.report.TimeseriesReport method) add_univariate_analysis() (edvart.report.ReportBase method) Autocorrelation (class in edvart.report_sections.timeseries_analysis.autocorrelation) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute)

B

bar_plot() (in module edvart.report_sections.univariate_analysis) BivariateAnalysis (class in edvart.report_sections.bivariate_analysis) BivariateAnalysisSubsection (class in edvart.report_sections.bivariate_analysis)

BOOLEAN (edvart.data_types.DataType attribute) BoxplotsOverTime (class in edvart.report_sections.timeseries_analysis.boxplots_over_time) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute)

C

CATEGORICAL (edvart.data_types.DataType attribute) check_index_time_ascending() (in module edvart.decorators) code_dedent() (in module edvart.report_sections.code_string_formatting) coefficient_of_variation() (in module edvart.utils) constant_occurrence() (in module edvart.report_sections.dataset_overview) ConstantOccurrence (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute)

contingency_table() (in module edvart.report_sections.bivariate_analysis) (in module edvart.utils) contingency_tables() (in module edvart.report_sections.bivariate_analysis) ContingencyTable (class in edvart.report_sections.bivariate_analysis) (edvart.report_sections.bivariate_analysis.BivariateAnalysisSubsection attribute) CorrelationPlot (class in edvart.report_sections.bivariate_analysis) (edvart.report_sections.bivariate_analysis.BivariateAnalysisSubsection attribute)

D

data_preview() (in module edvart.report_sections.dataset_overview) data_types() (in module edvart.report_sections.dataset_overview) DataPreview (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute) dataset_auto() (in module edvart.example_datasets) dataset_global_temp() (in module edvart.example_datasets) dataset_meteorite_landings() (in module edvart.example_datasets) dataset_pollution() (in module edvart.example_datasets) dataset_titanic() (in module edvart.example_datasets) DataType (class in edvart.data_types) DataTypes (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute) DATE (edvart.data_types.DataType attribute)

dedecorate() (in module edvart.report_sections.code_string_formatting) default_correlations() (in module edvart.report_sections.bivariate_analysis) default_descriptive_statistics() (in module edvart.report_sections.univariate_analysis) default_group_descriptive_stats() (in module edvart.report_sections.group_analysis) default_group_quantile_stats() (in module edvart.report_sections.group_analysis) default_grouping_functions() (in module edvart.report_sections.timeseries_analysis.boxplots_over_time) default_quantile_statistics() (in module edvart.report_sections.univariate_analysis) default_stationarity_tests() (in module edvart.report_sections.timeseries_analysis.stationarity_tests) DefaultReport (class in edvart.report) DefaultTimeseriesReport (class in edvart.report) dict_to_html() (in module edvart.pandas_formatting) duplicate_row_count() (in module edvart.report_sections.dataset_overview) DuplicateRows (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute)

E

edvart module edvart.data_types module edvart.decorators module edvart.example_datasets module edvart.export_utils module edvart.pandas_formatting module edvart.plots module edvart.report module edvart.report_sections module edvart.report_sections.bivariate_analysis module edvart.report_sections.code_string_formatting module edvart.report_sections.dataset_overview module edvart.report_sections.group_analysis module edvart.report_sections.multivariate_analysis module edvart.report_sections.section_base module edvart.report_sections.table_of_contents module

edvart.report_sections.timeseries_analysis module edvart.report_sections.timeseries_analysis.autocorrelation module edvart.report_sections.timeseries_analysis.boxplots_over_time module edvart.report_sections.timeseries_analysis.fourier_transform module edvart.report_sections.timeseries_analysis.rolling_statistics module edvart.report_sections.timeseries_analysis.seasonal_decomposition module edvart.report_sections.timeseries_analysis.short_time_ft module edvart.report_sections.timeseries_analysis.stationarity_tests module edvart.report_sections.timeseries_analysis.time_series_line_plot module edvart.report_sections.timeseries_analysis.timeseries_analysis module edvart.report_sections.umap module edvart.report_sections.univariate_analysis module edvart.utils module EMBED (edvart.report.ExportDataMode attribute) embed_image_base64() (in module edvart.export_utils) EmptyReportWarning env_var() (in module edvart.utils) export_html() (edvart.report.ReportBase method) export_notebook() (edvart.report.ReportBase method) ExportDataMode (class in edvart.report)

F

FILE (edvart.report.ExportDataMode attribute) format_number() (in module edvart.pandas_formatting)

FourierTransform (class in edvart.report_sections.timeseries_analysis.fourier_transform) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute)

G

get_code() (in module edvart.report_sections.code_string_formatting) get_default_discrete_colorscale() (in module edvart.utils) get_default_grouping_func() (in module edvart.report_sections.timeseries_analysis.boxplots_over_time)

get_title() (edvart.report_sections.section_base.Section method) group_barplot() (in module edvart.report_sections.group_analysis) group_missing_values() (in module edvart.report_sections.group_analysis) GroupAnalysis (class in edvart.report_sections.group_analysis)

H

hide_index() (in module edvart.pandas_formatting) HIGH (edvart.report_sections.section_base.Verbosity attribute)

histogram() (in module edvart.report_sections.univariate_analysis) hsl_wheel_colorscale() (in module edvart.utils)

I

infer_data_type() (in module edvart.data_types) iqr() (in module edvart.utils) is_boolean() (in module edvart.data_types) is_categorical() (in module edvart.data_types)

is_date() (in module edvart.data_types) is_missing() (in module edvart.data_types) is_numeric() (in module edvart.data_types) is_unique() (in module edvart.data_types)

K

kendall() (in module edvart.utils)

kurtosis() (in module edvart.utils)

L

LOW (edvart.report_sections.section_base.Verbosity attribute)

M

mad() (in module edvart.utils) make_discrete_colorscale() (in module edvart.utils) maximum() (in module edvart.utils) mean() (in module edvart.utils) median() (in module edvart.utils) median_absolute_deviation() (in module edvart.utils) MEDIUM (edvart.report_sections.section_base.Verbosity attribute) minimum() (in module edvart.utils) MISSING (edvart.data_types.DataType attribute) missing_value_row_count() (in module edvart.report_sections.dataset_overview) missing_values() (in module edvart.report_sections.dataset_overview) MissingValues (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute) mode() (in module edvart.utils) module edvart edvart.data_types edvart.decorators edvart.example_datasets edvart.export_utils edvart.pandas_formatting edvart.plots edvart.report edvart.report_sections edvart.report_sections.bivariate_analysis edvart.report_sections.code_string_formatting edvart.report_sections.dataset_overview edvart.report_sections.group_analysis edvart.report_sections.multivariate_analysis edvart.report_sections.section_base edvart.report_sections.table_of_contents edvart.report_sections.timeseries_analysis edvart.report_sections.timeseries_analysis.autocorrelation edvart.report_sections.timeseries_analysis.boxplots_over_time edvart.report_sections.timeseries_analysis.fourier_transform edvart.report_sections.timeseries_analysis.rolling_statistics edvart.report_sections.timeseries_analysis.seasonal_decomposition edvart.report_sections.timeseries_analysis.short_time_ft edvart.report_sections.timeseries_analysis.stationarity_tests edvart.report_sections.timeseries_analysis.time_series_line_plot edvart.report_sections.timeseries_analysis.timeseries_analysis edvart.report_sections.umap edvart.report_sections.univariate_analysis edvart.utils

MultivariateAnalysis (class in edvart.report_sections.multivariate_analysis) MultivariateAnalysisSubsection (class in edvart.report_sections.multivariate_analysis)

N

name (edvart.report_sections.bivariate_analysis.BivariateAnalysis property) (edvart.report_sections.bivariate_analysis.ContingencyTable property) (edvart.report_sections.bivariate_analysis.CorrelationPlot property) (edvart.report_sections.bivariate_analysis.PairPlot property) (edvart.report_sections.dataset_overview.ConstantOccurrence property) (edvart.report_sections.dataset_overview.DataPreview property) (edvart.report_sections.dataset_overview.DataTypes property) (edvart.report_sections.dataset_overview.DuplicateRows property) (edvart.report_sections.dataset_overview.MissingValues property) (edvart.report_sections.dataset_overview.Overview property) (edvart.report_sections.dataset_overview.QuickInfo property) (edvart.report_sections.dataset_overview.RowsWithMissingValue property) (edvart.report_sections.group_analysis.GroupAnalysis property) (edvart.report_sections.multivariate_analysis.MultivariateAnalysis property) (edvart.report_sections.multivariate_analysis.ParallelCategories property) (edvart.report_sections.multivariate_analysis.ParallelCoordinates property) (edvart.report_sections.multivariate_analysis.PCA property) (edvart.report_sections.section_base.Section property) (edvart.report_sections.timeseries_analysis.autocorrelation.Autocorrelation property) (edvart.report_sections.timeseries_analysis.boxplots_over_time.BoxplotsOverTime property) (edvart.report_sections.timeseries_analysis.fourier_transform.FourierTransform property) (edvart.report_sections.timeseries_analysis.rolling_statistics.RollingStatistics property) (edvart.report_sections.timeseries_analysis.seasonal_decomposition.SeasonalDecomposition property) (edvart.report_sections.timeseries_analysis.short_time_ft.ShortTimeFT property) (edvart.report_sections.timeseries_analysis.stationarity_tests.StationarityTests property) (edvart.report_sections.timeseries_analysis.time_series_line_plot.TimeSeriesLinePlot property) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysis property) (edvart.report_sections.umap.UMAP property) (edvart.report_sections.univariate_analysis.UnivariateAnalysis property)

NONE (edvart.report.ExportDataMode attribute) num_unique_values() (in module edvart.utils) NUMERIC (edvart.data_types.DataType attribute) numeric_statistics() (in module edvart.report_sections.univariate_analysis)

O

overlaid_histograms() (in module edvart.report_sections.group_analysis)

Overview (class in edvart.report_sections.dataset_overview) OverviewSubsection (class in edvart.report_sections.dataset_overview)

P

PairPlot (class in edvart.report_sections.bivariate_analysis) (edvart.report_sections.bivariate_analysis.BivariateAnalysisSubsection attribute) parallel_categories() (in module edvart.report_sections.multivariate_analysis) parallel_coordinates() (in module edvart.report_sections.multivariate_analysis) ParallelCategories (class in edvart.report_sections.multivariate_analysis) (edvart.report_sections.multivariate_analysis.MultivariateAnalysisSubsection attribute) ParallelCoordinates (class in edvart.report_sections.multivariate_analysis) (edvart.report_sections.multivariate_analysis.MultivariateAnalysisSubsection attribute) PCA (class in edvart.report_sections.multivariate_analysis) (edvart.report_sections.multivariate_analysis.MultivariateAnalysisSubsection attribute)

pca_explained_variance() (in module edvart.report_sections.multivariate_analysis) pca_first_vs_second() (in module edvart.report_sections.multivariate_analysis) pearson() (in module edvart.utils) plot_acf() (in module edvart.report_sections.timeseries_analysis.autocorrelation) plot_correlation() (in module edvart.report_sections.bivariate_analysis) plot_correlations() (in module edvart.report_sections.bivariate_analysis) plot_pacf() (in module edvart.report_sections.timeseries_analysis.autocorrelation) plot_pairplot() (in module edvart.report_sections.bivariate_analysis) plot_umap() (in module edvart.report_sections.umap)

Q

quartile1() (in module edvart.utils) quartile3() (in module edvart.utils)

quick_info() (in module edvart.report_sections.dataset_overview) QuickInfo (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute)

R

reindex_to_datetime() (in module edvart.utils) reindex_to_period() (in module edvart.utils) render_dictionary() (in module edvart.pandas_formatting) Report (class in edvart.report) ReportBase (class in edvart.report) ReportSection (class in edvart.report_sections.section_base) required_imports() (edvart.report_sections.bivariate_analysis.BivariateAnalysis method) (edvart.report_sections.bivariate_analysis.ContingencyTable method) (edvart.report_sections.bivariate_analysis.CorrelationPlot method) (edvart.report_sections.bivariate_analysis.PairPlot method) (edvart.report_sections.dataset_overview.ConstantOccurrence method) (edvart.report_sections.dataset_overview.DataPreview method) (edvart.report_sections.dataset_overview.DataTypes method) (edvart.report_sections.dataset_overview.DuplicateRows method) (edvart.report_sections.dataset_overview.MissingValues method) (edvart.report_sections.dataset_overview.Overview method) (edvart.report_sections.dataset_overview.QuickInfo method) (edvart.report_sections.dataset_overview.RowsWithMissingValue method) (edvart.report_sections.group_analysis.GroupAnalysis method) (edvart.report_sections.multivariate_analysis.MultivariateAnalysis method) (edvart.report_sections.multivariate_analysis.ParallelCategories method) (edvart.report_sections.multivariate_analysis.ParallelCoordinates method) (edvart.report_sections.multivariate_analysis.PCA method) (edvart.report_sections.section_base.ReportSection method) (edvart.report_sections.section_base.Section method) (edvart.report_sections.timeseries_analysis.autocorrelation.Autocorrelation method) (edvart.report_sections.timeseries_analysis.boxplots_over_time.BoxplotsOverTime method) (edvart.report_sections.timeseries_analysis.fourier_transform.FourierTransform method) (edvart.report_sections.timeseries_analysis.rolling_statistics.RollingStatistics method) (edvart.report_sections.timeseries_analysis.seasonal_decomposition.SeasonalDecomposition method) (edvart.report_sections.timeseries_analysis.short_time_ft.ShortTimeFT method) (edvart.report_sections.timeseries_analysis.stationarity_tests.StationarityTests method) (edvart.report_sections.timeseries_analysis.time_series_line_plot.TimeSeriesLinePlot method) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysis method) (edvart.report_sections.umap.UMAP method) (edvart.report_sections.univariate_analysis.UnivariateAnalysis method)

RollingStatistics (class in edvart.report_sections.timeseries_analysis.rolling_statistics) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute) RowsWithMissingValue (class in edvart.report_sections.dataset_overview) (edvart.report_sections.dataset_overview.OverviewSubsection attribute)

S

scatter_plot_2d() (in module edvart.plots) SeasonalDecomposition (class in edvart.report_sections.timeseries_analysis.seasonal_decomposition) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute) Section (class in edvart.report_sections.section_base) select_numeric_columns() (in module edvart.utils) series_to_frame() (in module edvart.pandas_formatting) ShortTimeFT (class in edvart.report_sections.timeseries_analysis.short_time_ft) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute) show() (edvart.report.ReportBase method) (edvart.report_sections.bivariate_analysis.BivariateAnalysis method) (edvart.report_sections.bivariate_analysis.ContingencyTable method) (edvart.report_sections.bivariate_analysis.CorrelationPlot method) (edvart.report_sections.bivariate_analysis.PairPlot method) (edvart.report_sections.dataset_overview.ConstantOccurrence method) (edvart.report_sections.dataset_overview.DataPreview method) (edvart.report_sections.dataset_overview.DataTypes method) (edvart.report_sections.dataset_overview.DuplicateRows method) (edvart.report_sections.dataset_overview.MissingValues method) (edvart.report_sections.dataset_overview.Overview method) (edvart.report_sections.dataset_overview.QuickInfo method) (edvart.report_sections.dataset_overview.RowsWithMissingValue method) (edvart.report_sections.group_analysis.GroupAnalysis method) (edvart.report_sections.multivariate_analysis.MultivariateAnalysis method) (edvart.report_sections.multivariate_analysis.ParallelCategories method) (edvart.report_sections.multivariate_analysis.ParallelCoordinates method) (edvart.report_sections.multivariate_analysis.PCA method) (edvart.report_sections.section_base.ReportSection method) (edvart.report_sections.section_base.Section method) (edvart.report_sections.table_of_contents.TableOfContents method) (edvart.report_sections.timeseries_analysis.autocorrelation.Autocorrelation method) (edvart.report_sections.timeseries_analysis.boxplots_over_time.BoxplotsOverTime method) (edvart.report_sections.timeseries_analysis.fourier_transform.FourierTransform method) (edvart.report_sections.timeseries_analysis.rolling_statistics.RollingStatistics method) (edvart.report_sections.timeseries_analysis.seasonal_decomposition.SeasonalDecomposition method) (edvart.report_sections.timeseries_analysis.short_time_ft.ShortTimeFT method) (edvart.report_sections.timeseries_analysis.stationarity_tests.StationarityTests method) (edvart.report_sections.timeseries_analysis.time_series_line_plot.TimeSeriesLinePlot method) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysis method) (edvart.report_sections.umap.UMAP method) (edvart.report_sections.univariate_analysis.UnivariateAnalysis method)

show_autocorrelation() (in module edvart.report_sections.timeseries_analysis.autocorrelation) show_bivariate_analysis() (in module edvart.report_sections.bivariate_analysis) show_boxplots_over_time() (in module edvart.report_sections.timeseries_analysis.boxplots_over_time) show_fourier_transform() (in module edvart.report_sections.timeseries_analysis.fourier_transform) show_group_analysis() (in module edvart.report_sections.group_analysis) show_multivariate_analysis() (in module edvart.report_sections.multivariate_analysis) show_overview() (in module edvart.report_sections.dataset_overview) show_rolling_statistics() (in module edvart.report_sections.timeseries_analysis.rolling_statistics) show_seasonal_decomposition() (in module edvart.report_sections.timeseries_analysis.seasonal_decomposition) show_short_time_ft() (in module edvart.report_sections.timeseries_analysis.short_time_ft) show_stationarity_tests() (in module edvart.report_sections.timeseries_analysis.stationarity_tests) show_time_series_line_plot() (in module edvart.report_sections.timeseries_analysis.time_series_line_plot) show_timeseries_analysis() (in module edvart.report_sections.timeseries_analysis.timeseries_analysis) show_univariate_analysis() (in module edvart.report_sections.univariate_analysis) skewness() (in module edvart.utils) spearman() (in module edvart.utils) StationarityTests (class in edvart.report_sections.timeseries_analysis.stationarity_tests) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute) std() (in module edvart.utils) subcells_html() (in module edvart.pandas_formatting) sum_() (in module edvart.utils)

T

TableOfContents (class in edvart.report_sections.table_of_contents) TimeseriesAnalysis (class in edvart.report_sections.timeseries_analysis.timeseries_analysis) TimeseriesAnalysisSubsection (class in edvart.report_sections.timeseries_analysis.timeseries_analysis) TimeSeriesLinePlot (class in edvart.report_sections.timeseries_analysis.time_series_line_plot) (edvart.report_sections.timeseries_analysis.timeseries_analysis.TimeseriesAnalysisSubsection attribute)

TimeseriesReport (class in edvart.report) top_frequent_values() (in module edvart.utils) top_most_frequent() (in module edvart.report_sections.univariate_analysis) total_dedent() (in module edvart.report_sections.code_string_formatting)

U

uid (edvart.report_sections.section_base.Section property) UMAP (class in edvart.report_sections.umap) (edvart.report_sections.multivariate_analysis.MultivariateAnalysisSubsection attribute)

UNIQUE (edvart.data_types.DataType attribute) UnivariateAnalysis (class in edvart.report_sections.univariate_analysis) UNKNOWN (edvart.data_types.DataType attribute)

V

value_range() (in module edvart.utils)

Verbosity (class in edvart.report_sections.section_base)

W

within_group_descriptive_stats() (in module edvart.report_sections.group_analysis)

within_group_quantile_stats() (in module edvart.report_sections.group_analysis) within_group_stats() (in module edvart.report_sections.group_analysis)