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DataExplorer
View on CRAN: Click
here
Download and install DataExplorer package within the R console
Install from CRAN:
install.packages("DataExplorer")
Install from Github:
library("remotes")
install_github("cran/DataExplorer") Install by package version:
library("remotes")
install_version("DataExplorer", "0.8.4") Attach the package and use:
library("DataExplorer")
Maintained by
Boxuan Cui
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-01
Latest Update: 2025-07-25
Description:
Automated data exploration process for analytic tasks and predictive modeling, so
that users could focus on understanding data and extracting insights. The package scans and
analyzes each variable, and visualizes them with typical graphical techniques. Common
data processing methods are also available to treat and format data.
How to cite:
Boxuan Cui (2016). DataExplorer: Automate Data Exploration and Treatment. R package version 0.8.4, https://cran.r-project.org/web/packages/DataExplorer. Accessed 11 Mar. 2026.
Previous versions and publish date:
0.2.3 (2016-03-01 17:15), 0.2.4 (2016-03-02 17:13), 0.2.6 (2016-05-08 15:20), 0.3.0 (2016-11-19 10:13), 0.4.0 (2017-01-26 12:03), 0.5.0 (2018-01-10 05:09), 0.6.0 (2018-05-30 22:36), 0.7.0 (2018-10-19 06:20), 0.8.0 (2019-03-17 07:33), 0.8.1 (2020-01-07 22:20), 0.8.2 (2020-12-16 00:30), 0.8.3 (2024-01-24 01:32), 0.8.4 (2025-07-25 04:20)
Other packages that cited DataExplorer R package
View DataExplorer citation profile
Other R packages that DataExplorer depends,
imports, suggests or enhances
Complete documentation for DataExplorer
Functions, R codes and Examples using
the DataExplorer R package
Some associated functions: DataExplorer-package . configure_report . create_report . dot-getAllMissing . dot-getPageLayout . dot-ignoreCat . dot-lapply . drop_columns . dummify . group_category . introduce . plotDataExplorer.grid . plotDataExplorer.multiple . plotDataExplorer . plotDataExplorer.single . plot_bar . plot_boxplot . plot_correlation . plot_density . plot_histogram . plot_intro . plot_missing . plot_prcomp . plot_qq . plot_scatterplot . plot_str . profile_missing . set_missing . split_columns . update_columns .
Some associated R codes: Full DataExplorer package functions and examples
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