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: 0.8.3
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
Suggests: testthat, covr, knitr, jsonlite, nycflights13
Published: 2024-01-24
DOI: 10.32614/CRAN.package.DataExplorer
Author: Boxuan Cui [aut, cre]
Maintainer: Boxuan Cui <boxuancui at>
License: MIT + file LICENSE
NeedsCompilation: no
SystemRequirements: pandoc (>= 1.12.3) -
Language: en-US
Materials: README NEWS
CRAN checks: DataExplorer results


Reference manual: DataExplorer.pdf
Vignettes: Introduction to DataExplorer


Package source: DataExplorer_0.8.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): DataExplorer_0.8.3.tgz, r-oldrel (arm64): DataExplorer_0.8.3.tgz, r-release (x86_64): DataExplorer_0.8.3.tgz, r-oldrel (x86_64): DataExplorer_0.8.3.tgz
Old sources: DataExplorer archive

Reverse dependencies:

Reverse suggests: HVT


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