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: 0.8.4
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
Published: 2025年07月25日
Author: Boxuan Cui [aut, cre]
Maintainer: Boxuan Cui <boxuancui at gmail.com>
License: MIT + file LICENSE
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

Downloads:

Windows binaries: r-devel: DataExplorer_0.8.4.zip, r-release: DataExplorer_0.8.4.zip, r-oldrel: DataExplorer_0.8.4.zip
macOS binaries: r-release (arm64): DataExplorer_0.8.4.tgz, r-oldrel (arm64): DataExplorer_0.8.4.tgz, r-release (x86_64): DataExplorer_0.8.4.tgz, r-oldrel (x86_64): DataExplorer_0.8.4.tgz

Reverse dependencies:

Reverse imports: glioblastomaEHRsData
Reverse suggests: BioMonTools, HVT

Linking:

Please use the canonical form https://CRAN.R-project.org/package=DataExplorer to link to this page.

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