R Observatory: Metrics for DataSum version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

DataSum

1.0.0

Modern Data Summaries and Diagnostic Reports for Statistical Analysis

0packages depend

2.4Kdownloads / year

80.2%test coverage

13/13checks pass

Overview

About

Maintained by Uzair Javid KhanFirst published 2024-08-283 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("DataSum", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Uzairkhan11w/DataSum")

Development version from Uzairkhan11w/DataSum. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-datasum

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-DataSum

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-DataSum

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 2.0 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.18

80.2%

Coverage · measured lines

100%

Documentation · exports

1

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 565 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.4K

CRAN downloads in the past year

Rank #18,361 · ~7/day · ~199/mo

Releases R versions

Daily download trend is not available in this view yet.

19330 days

59590 days

2.4K1 year

Compare downloads with other packages →

Also on125 r2u9 autocran

Repository

GitHub ↗ uzairkhan11w/datasum

0Stars

0Forks

0Open issues

0Open PRs

1Releases

31Commits

1Contributors

31 commits · Last activity 2026-07-17

Releases over time

2026-07-07 · 02026-07-14 · 1

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/uzairkhan11w/datasum on 2026-08-09.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Research and citation (1)

CITATION.cff

Show all practices

Lint, format, editor (1)

RStudio project

Governance and community (4)

Issue templatesPR templateSecurity policySupport guide

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (1)

nortest

LinkingTo (0)

none

Suggests (5)

knitr quarto rmarkdown shiny testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Uzair Javid Khan

Author, Maintainer

Authors (3)

Uzair Javid Khan

Author, Maintainer

Immad Ahmad Shah

Author

Sukhdev Mishra

Author

Package Timeline

3 releases. Pick two to compare their code metrics. R releases are shown for context.

1.0.0Latest
2026-07-14 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1.1
2025-11-12 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.0
2024-08-28
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-08-28
Total releases: 3 / 2 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Download size: 6.0 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DataSum")

The authors publish a CITATION.cff, so they have said how they want this cited. Run citation() and use what it gives you.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for DataSum version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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