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datacleanr  

Interactive and Reproducible Data Cleaning
View on CRAN: Click here


Download and install datacleanr package within the R console
Install from CRAN:
install.packages("datacleanr")

Install from Github:
library("remotes")
install_github("cran/datacleanr")

Install by package version:
library("remotes")
install_version("datacleanr", "1.0.5")



Attach the package and use:
library("datacleanr")
Maintained by
Alexander Hurley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-02
Latest Update: 2025-05-10
Description:
Flexible and efficient cleaning of data with interactivity. 'datacleanr' facilitates best practices in data analyses and reproducibility with built-in features and by translating interactive/manual operations to code. The package is designed for interoperability, and so seamlessly fits into reproducible analyses pipelines in 'R'.
How to cite:
Alexander Hurley (2020). datacleanr: Interactive and Reproducible Data Cleaning. R package version 1.0.5, https://cran.r-project.org/web/packages/datacleanr. Accessed 29 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:30), 1.0.0 (2020-11-02 10:20), 1.0.1 (2021-02-10 15:30), 1.0.2 (2021-11-03 06:20), 1.0.3 (2021-11-18 12:30)
Other packages that cited datacleanr R package
View datacleanr citation profile
Other R packages that datacleanr depends, imports, suggests or enhances
Complete documentation for datacleanr
Functions, R codes and Examples using the datacleanr R package
Some associated functions: apply_data_set_up . calc_limits_per_groups . can_internet . check_individual_statement . datacleanr-package . datacleanr_server . dcr_app . dcr_checks . extend_palette . filter_scoped . filter_scoped_df . get_factor_cols_idx . handle_add_outlier_trace . handle_restyle_traces . handle_sel_outliers . hide_trace_idx . make_group_table . make_save_filepath . module_server_apply_reset . module_server_box_str_filter . module_server_checkbox . module_server_df_filter . module_server_extract_code . module_server_extract_code_fileconfig . module_server_filter_str . module_server_group_relayout_buttons . module_server_group_select . module_server_group_selector_table . module_server_histograms . module_server_lowercontrol_btn . module_server_plot_annotation_table . module_server_plot_selectable . module_server_plot_selectorcontrols . module_server_summary . module_server_text_annotator . module_ui_apply_reset . module_ui_box_str_filter . module_ui_checkbox . module_ui_df_filter . module_ui_extract_code . module_ui_extract_code_fileconfig . module_ui_filter_str . module_ui_group_relayout_buttons . module_ui_group_select . module_ui_group_selector_table . module_ui_histograms . module_ui_lowercontrol_btn . module_ui_plot_annotation_table . module_ui_plot_selectable . module_ui_plot_selectorcontrols . module_ui_summary . module_ui_text_annotator . pipe . print.dcr_code . split_groups . 
Some associated R codes: datacleaner_ui.R . datacleanr-package.R . datacleanr_app.R . datacleanr_server.R . module_annotation_button.R . module_annotation_table.R . module_apply_reset.R . module_data_summary.R . module_dynamic_histograms.R . module_extract_code_box.R . module_extract_code_fileconfig.R . module_filter_df.R . module_filter_str_select_box.R . module_group_selector_table.R . module_grouptable_relayout.R . module_plot_lowercontrol_buttons.R . module_plot_selectable.R . module_plot_selectorcontrols.R . module_render_group_summary_checkbox.R . module_set_grouping_selection.R . utils-pipe.R . utils.R .  Full datacleanr package functions and examples
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