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DataSum: Modern Data Summaries and Diagnostic Reports for Statistical Analysis

Provides robust, NA-aware data summaries, variable diagnostics, normality decisions, missingness and outlier checks, and reproducible diagnostic report scaffolding for statistical analysis. DataSum is designed for researchers, professors, scientists, and analysts who need trustworthy first-pass insight into tabular data before modeling or publication.

Version: 1.0.0
Depends: R (≥ 4.1.0)
Imports: nortest
Suggests: knitr, quarto, rmarkdown, shiny, testthat (≥ 3.0.0)
Published: 2026-07-13
DOI: 10.32614/CRAN.package.DataSum
Author: Uzair Javid Khan [aut, cre], Immad Ahmad Shah [aut], Sukhdev Mishra [aut]
Maintainer: Uzair Javid Khan <uzairkhan11w at gmail.com>
BugReports: https://github.com/Uzairkhan11w/DataSum/issues
License: GPL (≥ 3)
URL: https://github.com/Uzairkhan11w/DataSum, https://uzairkhan11w.github.io/DataSum/
NeedsCompilation: no
Citation: DataSum citation info
Materials: README, NEWS
CRAN checks: DataSum results

Documentation:

Reference manual: DataSum.html , DataSum.pdf
Vignettes: Getting started with DataSum (source, R code)

Downloads:

Package source: DataSum_1.0.0.tar.gz
Windows binaries: r-devel: DataSum_1.0.0.zip, r-release: DataSum_1.0.0.zip, r-oldrel: DataSum_1.0.0.zip
macOS binaries: r-release (arm64): DataSum_1.0.0.tgz, r-oldrel (arm64): DataSum_1.0.0.tgz, r-release (x86_64): DataSum_1.0.0.tgz, r-oldrel (x86_64): DataSum_1.0.0.tgz
Old sources: DataSum archive

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.