R Observatory: Metrics for DataAudit version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

DataAudit

0.1.0

Comprehensive Data Quality Auditing and Validation

0packages depend

61downloads / year

100.0%test coverage

10/10checks pass

Overview

About

Maintained by Vinodh Kumar Obli RajendranFirst published 2026-08-061 releasesCRAN page ↗GitHub ↗

Provides tools for systematic assessment, validation, and reporting of data quality. The package detects common data-quality problems including missing or blank values, duplicate observations, infinite values, constant and near-zero variance variables, outliers, invalid ranges and categories, type and pattern violations, problematic dates and identifiers, sequence errors, dependency violations, and cross-variable inconsistencies. It also supports reusable validation rules, integrated audit reports, and standardized data-quality scoring for reproducible data-quality assessment workflows.

Install

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

install.packages("DataAudit", 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("vinodhpmd/DataAudit")

Development version from vinodhpmd/DataAudit. Installs pak first if it is not already available.

# 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-DataAudit

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-DataAudit

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

Health

CRAN checks

10OK

Slowest check: 1.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 2.79

100.0%

Coverage · measured lines

100%

Documentation · exports

0

Dependencies · direct

Check history

OK2026-08-07
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,165 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

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

Downloads

61

CRAN downloads in the past year

Rank #24,778 · ~0/day · ~5/mo

Releases R versions

Daily download trend is not available in this view yet.

6130 days

6190 days

611 year

Compare downloads with other packages →

Also on2 autocran

Repository

GitHub ↗ vinodhpmd/dataaudit

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2026-07-28

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/vinodhpmd/dataaudit on 2026-08-09.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (4)

knitr rmarkdown testthat tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Vinodh Kumar Obli Rajendran

Author, Maintainer

Authors (2)

Vinodh Kumar Obli Rajendran

Author, Maintainer

Keerthi Aaradhana

Author

Package Timeline

1 release. R releases are shown for context.

0.1.0Latest
2026-08-06 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-08-06
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("DataAudit")

Format

Obli Rajendran, V. K., & Aaradhana, K. (2026). DataAudit: Comprehensive Data Quality Auditing and Validation (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.DataAudit

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 DataAudit version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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