API Reference

• edvart package
  • Subpackages
    • edvart.report_sections package
      • Subpackages
        • edvart.report_sections.timeseries_analysis package
          • Submodules
          • edvart.report_sections.timeseries_analysis.autocorrelation module
            • Autocorrelation
              • Autocorrelation.add_cells()
              • Autocorrelation.name
              • Autocorrelation.required_imports()
              • Autocorrelation.show()
            • plot_acf()
            • plot_pacf()
            • show_autocorrelation()
          • edvart.report_sections.timeseries_analysis.boxplots_over_time module
            • BoxplotsOverTime
              • BoxplotsOverTime.add_cells()
              • BoxplotsOverTime.name
              • BoxplotsOverTime.required_imports()
              • BoxplotsOverTime.show()
            • default_grouping_functions()
            • get_default_grouping_func()
            • show_boxplots_over_time()
          • edvart.report_sections.timeseries_analysis.fourier_transform module
            • FourierTransform
              • FourierTransform.add_cells()
              • FourierTransform.name
              • FourierTransform.required_imports()
              • FourierTransform.show()
            • show_fourier_transform()
          • edvart.report_sections.timeseries_analysis.rolling_statistics module
            • RollingStatistics
              • RollingStatistics.add_cells()
              • RollingStatistics.name
              • RollingStatistics.required_imports()
              • RollingStatistics.show()
            • show_rolling_statistics()
          • edvart.report_sections.timeseries_analysis.seasonal_decomposition module
            • SeasonalDecomposition
              • SeasonalDecomposition.add_cells()
              • SeasonalDecomposition.name
              • SeasonalDecomposition.required_imports()
              • SeasonalDecomposition.show()
            • show_seasonal_decomposition()
          • edvart.report_sections.timeseries_analysis.short_time_ft module
            • ShortTimeFT
              • ShortTimeFT.add_cells()
              • ShortTimeFT.name
              • ShortTimeFT.required_imports()
              • ShortTimeFT.show()
            • show_short_time_ft()
          • edvart.report_sections.timeseries_analysis.stationarity_tests module
            • StationarityTests
              • StationarityTests.add_cells()
              • StationarityTests.name
              • StationarityTests.required_imports()
              • StationarityTests.show()
            • default_stationarity_tests()
            • show_stationarity_tests()
          • edvart.report_sections.timeseries_analysis.time_series_line_plot module
            • TimeSeriesLinePlot
              • TimeSeriesLinePlot.add_cells()
              • TimeSeriesLinePlot.name
              • TimeSeriesLinePlot.required_imports()
              • TimeSeriesLinePlot.show()
            • show_time_series_line_plot()
          • edvart.report_sections.timeseries_analysis.timeseries_analysis module
            • TimeseriesAnalysis
              • TimeseriesAnalysis.add_cells()
              • TimeseriesAnalysis.name
              • TimeseriesAnalysis.required_imports()
              • TimeseriesAnalysis.show()
            • TimeseriesAnalysisSubsection
              • TimeseriesAnalysisSubsection.Autocorrelation
              • TimeseriesAnalysisSubsection.BoxplotsOverTime
              • TimeseriesAnalysisSubsection.FourierTransform
              • TimeseriesAnalysisSubsection.RollingStatistics
              • TimeseriesAnalysisSubsection.SeasonalDecomposition
              • TimeseriesAnalysisSubsection.ShortTimeFT
              • TimeseriesAnalysisSubsection.StationarityTests
              • TimeseriesAnalysisSubsection.TimeSeriesLinePlot
            • show_timeseries_analysis()
          • Module contents
      • Submodules
      • edvart.report_sections.bivariate_analysis module
        • BivariateAnalysis
          • BivariateAnalysis.add_cells()
          • BivariateAnalysis.name
          • BivariateAnalysis.required_imports()
          • BivariateAnalysis.show()
        • BivariateAnalysisSubsection
          • BivariateAnalysisSubsection.ContingencyTable
          • BivariateAnalysisSubsection.CorrelationPlot
          • BivariateAnalysisSubsection.PairPlot
        • ContingencyTable
          • ContingencyTable.add_cells()
          • ContingencyTable.name
          • ContingencyTable.required_imports()
          • ContingencyTable.show()
        • CorrelationPlot
          • CorrelationPlot.add_cells()
          • CorrelationPlot.name
          • CorrelationPlot.required_imports()
          • CorrelationPlot.show()
        • PairPlot
          • PairPlot.add_cells()
          • PairPlot.name
          • PairPlot.required_imports()
          • PairPlot.show()
        • contingency_table()
        • contingency_tables()
        • default_correlations()
        • plot_correlation()
        • plot_correlations()
        • plot_pairplot()
        • show_bivariate_analysis()
      • edvart.report_sections.code_string_formatting module
        • code_dedent()
        • dedecorate()
        • get_code()
        • total_dedent()
      • edvart.report_sections.dataset_overview module
        • ConstantOccurrence
          • ConstantOccurrence.add_cells()
          • ConstantOccurrence.name
          • ConstantOccurrence.required_imports()
          • ConstantOccurrence.show()
        • DataPreview
          • DataPreview.add_cells()
          • DataPreview.name
          • DataPreview.required_imports()
          • DataPreview.show()
        • DataTypes
          • DataTypes.add_cells()
          • DataTypes.name
          • DataTypes.required_imports()
          • DataTypes.show()
        • DuplicateRows
          • DuplicateRows.add_cells()
          • DuplicateRows.name
          • DuplicateRows.required_imports()
          • DuplicateRows.show()
        • MissingValues
          • MissingValues.add_cells()
          • MissingValues.name
          • MissingValues.required_imports()
          • MissingValues.show()
        • Overview
          • Overview.add_cells()
          • Overview.name
          • Overview.required_imports()
          • Overview.show()
        • OverviewSubsection
          • OverviewSubsection.ConstantOccurrence
          • OverviewSubsection.DataPreview
          • OverviewSubsection.DataTypes
          • OverviewSubsection.DuplicateRows
          • OverviewSubsection.MissingValues
          • OverviewSubsection.QuickInfo
          • OverviewSubsection.RowsWithMissingValue
        • QuickInfo
          • QuickInfo.add_cells()
          • QuickInfo.name
          • QuickInfo.required_imports()
          • QuickInfo.show()
        • RowsWithMissingValue
          • RowsWithMissingValue.add_cells()
          • RowsWithMissingValue.name
          • RowsWithMissingValue.required_imports()
          • RowsWithMissingValue.show()
        • constant_occurrence()
        • data_preview()
        • data_types()
        • duplicate_row_count()
        • missing_value_row_count()
        • missing_values()
        • quick_info()
        • show_overview()
      • edvart.report_sections.group_analysis module
        • GroupAnalysis
          • GroupAnalysis.add_cells()
          • GroupAnalysis.name
          • GroupAnalysis.required_imports()
          • GroupAnalysis.show()
        • default_group_descriptive_stats()
        • default_group_quantile_stats()
        • group_barplot()
        • group_missing_values()
        • overlaid_histograms()
        • show_group_analysis()
        • within_group_descriptive_stats()
        • within_group_quantile_stats()
        • within_group_stats()
      • edvart.report_sections.multivariate_analysis module
        • MultivariateAnalysis
          • MultivariateAnalysis.add_cells()
          • MultivariateAnalysis.name
          • MultivariateAnalysis.required_imports()
          • MultivariateAnalysis.show()
        • MultivariateAnalysisSubsection
          • MultivariateAnalysisSubsection.PCA
          • MultivariateAnalysisSubsection.ParallelCategories
          • MultivariateAnalysisSubsection.ParallelCoordinates
          • MultivariateAnalysisSubsection.UMAP
        • PCA
          • PCA.add_cells()
          • PCA.name
          • PCA.required_imports()
          • PCA.show()
        • ParallelCategories
          • ParallelCategories.add_cells()
          • ParallelCategories.name
          • ParallelCategories.required_imports()
          • ParallelCategories.show()
        • ParallelCoordinates
          • ParallelCoordinates.add_cells()
          • ParallelCoordinates.name
          • ParallelCoordinates.required_imports()
          • ParallelCoordinates.show()
        • parallel_categories()
        • parallel_coordinates()
        • pca_explained_variance()
        • pca_first_vs_second()
        • show_multivariate_analysis()
      • edvart.report_sections.section_base module
        • ReportSection
          • ReportSection.add_cells()
          • ReportSection.required_imports()
          • ReportSection.show()
        • Section
          • Section.add_cells()
          • Section.get_title()
          • Section.name
          • Section.required_imports()
          • Section.show()
          • Section.uid
        • Verbosity
          • Verbosity.HIGH
          • Verbosity.LOW
          • Verbosity.MEDIUM
      • edvart.report_sections.table_of_contents module
        • TableOfContents
          • TableOfContents.add_cells()
          • TableOfContents.show()
      • edvart.report_sections.umap module
        • UMAP
          • UMAP.add_cells()
          • UMAP.name
          • UMAP.required_imports()
          • UMAP.show()
        • plot_umap()
      • edvart.report_sections.univariate_analysis module
        • UnivariateAnalysis
          • UnivariateAnalysis.add_cells()
          • UnivariateAnalysis.name
          • UnivariateAnalysis.required_imports()
          • UnivariateAnalysis.show()
        • bar_plot()
        • default_descriptive_statistics()
        • default_quantile_statistics()
        • histogram()
        • numeric_statistics()
        • show_univariate_analysis()
        • top_most_frequent()
      • Module contents
  • Submodules
  • edvart.data_types module
    • DataType
      • DataType.BOOLEAN
      • DataType.CATEGORICAL
      • DataType.DATE
      • DataType.MISSING
      • DataType.NUMERIC
      • DataType.UNIQUE
      • DataType.UNKNOWN
    • infer_data_type()
    • is_boolean()
    • is_categorical()
    • is_date()
    • is_missing()
    • is_numeric()
    • is_unique()
  • edvart.decorators module
    • check_index_time_ascending()
  • edvart.example_datasets module
    • dataset_auto()
    • dataset_global_temp()
    • dataset_meteorite_landings()
    • dataset_pollution()
    • dataset_titanic()
  • edvart.export_utils module
    • embed_image_base64()
  • edvart.pandas_formatting module
    • add_html_heading()
    • dict_to_html()
    • format_number()
    • hide_index()
    • render_dictionary()
    • series_to_frame()
    • subcells_html()
  • edvart.plots module
    • scatter_plot_2d()
  • edvart.report module
    • DefaultReport
    • DefaultTimeseriesReport
    • EmptyReportWarning
    • ExportDataMode
      • ExportDataMode.EMBED
      • ExportDataMode.FILE
      • ExportDataMode.NONE
    • Report
    • ReportBase
      • ReportBase.add_bivariate_analysis()
      • ReportBase.add_group_analysis()
      • ReportBase.add_multivariate_analysis()
      • ReportBase.add_overview()
      • ReportBase.add_section()
      • ReportBase.add_table_of_contents()
      • ReportBase.add_univariate_analysis()
      • ReportBase.export_html()
      • ReportBase.export_notebook()
      • ReportBase.show()
    • TimeseriesReport
      • TimeseriesReport.add_timeseries_analysis()
  • edvart.utils module
    • coefficient_of_variation()
    • contingency_table()
    • env_var()
    • get_default_discrete_colorscale()
    • hsl_wheel_colorscale()
    • iqr()
    • kendall()
    • kurtosis()
    • mad()
    • make_discrete_colorscale()
    • maximum()
    • mean()
    • median()
    • median_absolute_deviation()
    • minimum()
    • mode()
    • num_unique_values()
    • pearson()
    • quartile1()
    • quartile3()
    • reindex_to_datetime()
    • reindex_to_period()
    • select_numeric_columns()
    • skewness()
    • spearman()
    • std()
    • sum_()
    • top_frequent_values()
    • value_range()
  • Module contents