Other packages > Find by keyword >

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 10 Mar. 2026.
Previous versions and publish date:
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
gena  
Genetic Algorithm and Particle Swarm Optimization
Implements genetic algorithm and particle swarm algorithm for real-valued functions. Various modific ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
plyr  
Tools for Splitting, Applying and Combining Data
A set of tools that solves a common set of problems: you need to break a big problem down into mana ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA