DataExplorer: Automate Data Exploration and Treatment

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.

Version:	0.9.0
Depends:	R (≥ 3.6)
Imports:	data.table (≥ 1.13.4), reshape2 (≥ 1.4.3), scales (≥ 1.1.0), ggplot2, gridExtra, rmarkdown (≥ 2.5), networkD3 (≥ 0.4), stats, utils, tools, parallel, htmltools
Suggests:	testthat, covr, knitr, jsonlite, nycflights13, plotly
Published:	2026-03-08
DOI:	10.32614/CRAN.package.DataExplorer
Author:	Boxuan Cui [aut, cre]
Maintainer:	Boxuan Cui <boxuancui at gmail.com>
BugReports:	https://github.com/boxuancui/DataExplorer/issues
License:	MIT + file LICENSE
URL:	http://boxuancui.github.io/DataExplorer/
NeedsCompilation:	no
SystemRequirements:	pandoc (>= 1.12.3) - http://pandoc.org
Language:	en-US
Materials:	README, NEWS
CRAN checks:	DataExplorer results

Documentation:

Reference manual:	DataExplorer.html , DataExplorer.pdf
Vignettes:	Introduction to DataExplorer (source, R code)

Downloads:

Package source:	DataExplorer_0.9.0.tar.gz
Windows binaries:	r-devel: DataExplorer_0.9.0.zip, r-release: DataExplorer_0.9.0.zip, r-oldrel: DataExplorer_0.9.0.zip
macOS binaries:	r-release (arm64): DataExplorer_0.9.0.tgz, r-oldrel (arm64): DataExplorer_0.9.0.tgz, r-release (x86_64): DataExplorer_0.9.0.tgz, r-oldrel (x86_64): DataExplorer_0.9.0.tgz
Old sources:	DataExplorer archive

Reverse dependencies:

Reverse imports:	glioblastomaEHRsData
Reverse suggests:	BioMonTools, HVT

Linking:

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