Interactive and Reproducible Data Cleaning


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Documentation for package ‘datacleanr’ version 1.0.1

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apply_data_set_up Applies grouping to data set conditionally
calc_limits_per_groups Return x and y limits of "group-subsetted" dframe
check_individual_statement check if a filter statement is valid
datacleanr_server datacleanr server function
dcr_app Interactive and reproducible data cleaning
dcr_checks Initial checks for data set
extend_palette extend brewer palette
filter_scoped Apply filter based on a statement, scoped to 'dplyr' groups
filter_scoped_df Filter / Subset data 'dplyr'-groupwise
get_factor_cols_idx Identify columns carrying non-numeric values
handle_add_outlier_trace Handle outlier trace
handle_restyle_traces Wrapper for adjusting axis lims and hiding traces
handle_sel_outliers Handle selection of outliers (with select - unselect capacity)
hide_trace_idx Provide trace ids to set to invisible
make_group_table Make grouping overview table
make_save_filepath Wrapper for saving files
module_server_apply_reset Server Module: apply / reset filter
module_server_box_str_filter Server Module: box for str filter condition
module_server_checkbox Server Module: checkbox rendering
module_server_df_filter Server Module: filter info text and filtered df output
module_server_extract_code Server Module: Selection Annotator
module_server_extract_code_fileconfig Server Module: Extraction File selection menu
module_server_filter_str Server Module: box for str filter condition
module_server_group_relayout_buttons Server Module: Selection Annotator
module_server_group_select Server Module: group selection
module_server_group_selector_table Server Module: box for str filter condition
module_server_histograms Server Module: dynamic histogram output for n vars str filter condition
module_server_lowercontrol_btn Server Module: box for str filter condition
module_server_plot_annotation_table Server Module: DT for annotation
module_server_plot_selectable Server Module: box for str filter condition
module_server_plot_selectorcontrols Server Module: box for str filter condition
module_server_summary Server Module: data summary
module_server_text_annotator Server Module: Selection Annotator
module_ui_apply_reset UI Module: Apply/Reset Filtering
module_ui_box_str_filter UI Module: box for str filter condition
module_ui_checkbox UI Module: data summary
module_ui_df_filter UI Module: filter info text output
module_ui_extract_code UI Module: Extraction Text output
module_ui_extract_code_fileconfig UI Module: Extraction File selection menu
module_ui_filter_str UI Module: box for str filter condition
module_ui_group_relayout_buttons UI Module: Grouptable Relayout Buttons
module_ui_group_select UI Module: group selection
module_ui_group_selector_table UI Module: box for str filter condition
module_ui_histograms UI Module: dynamic histogram output for n vars
module_ui_lowercontrol_btn UI Module: Delete selection buttons
module_ui_plot_annotation_table UI Module: DT for annotation
module_ui_plot_selectable UI Module: plotly plot
module_ui_plot_selectorcontrols UI Module: selector controls
module_ui_summary UI Module: data summary
module_ui_text_annotator UI Module: Selection Annotator
navbarPageWithInputs Navbar with Input
print.dcr_code Method for printing dcr_code output
split_groups Split data.frame/tibble based on grouping