R Observatory: Metrics for reproducr version 0.2.0

Balamuta, James Joseph

reproducr

0.2.0

Behavioural Reproducibility Auditing for R Projects

0packages depend

404downloads / year

89.1%test coverage

13/13checks pass

Overview

About

Maintained by Ndoh PennFirst published 2026-06-201 releasesCRAN page ↗GitHub ↗

Audits R scripts for behavioural reproducibility risk. Scans scripts for qualified package::function calls and checks them against a curated database of known silent breaking changes across popular CRAN packages. Flags stochastic calls lacking set.seed() and detects locale-sensitive operations that may produce different results across systems. Supports baseline certification of analytical outputs so that silent numerical drift can be detected across package upgrades or platform changes. Generates human-readable audit reports suitable for academic submission or pharmaceutical QC workflows. For more details see https://github.com/repro-stats/reproducr.

Install

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

install.packages("reproducr", 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("repro-stats/reproducr")

Development version from repro-stats/reproducr. 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-reproducr

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-reproducr

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-reproducr

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

Health

CRAN checks

13OK

Slowest check: 29.2 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.70

89.1%

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
OK2026-06-21
6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,086 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 88%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

404

CRAN downloads in the past year

Rank #23,535 · ~1/day · ~34/mo

Releases R versions

Daily download trend is not available in this view yet.

13730 days

40490 days

4041 year

Compare downloads with other packages →

Also on11 r2u

Repository

GitHub ↗ repro-stats/reproducr

1Stars

1Forks

3Open issues

0Open PRs

2Releases

158Commits

2Contributors

ci-cdreproducibilityauditreproducible-workflowsrrenv

158 commits · Last activity 2026-06-23 · 0% stars, 30d

Stars over time

2026-05-31 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/repro-stats/reproducr on 2026-08-03.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

Governance and community (2)

Issue templatesPR template

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (1)

utils

LinkingTo (0)

none

Suggests (7)

digest jsonlite commonmark testthat knitr rmarkdown covr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Ndoh Penn

Author, Maintainer

Authors (1)

Ndoh Penn

Author, Maintainer

Package Timeline

1 release. R releases are shown for context.

0.2.0Latest
2026-06-20 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-06-20
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0.0
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("reproducr")

CRAN DOI

https://doi.org/10.32614/CRAN.package.reproducr

BibTeX, derived from DESCRIPTION

@Manual{reproducr,
  title  = {reproducr: Behavioural Reproducibility Auditing for R Projects},
  author = {Penn, Ndoh},
  year   = {2026},
  note   = {R package version 0.2.0},
  doi    = {10.32614/CRAN.package.reproducr},
  url    = {https://CRAN.R-project.org/package=reproducr}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatoryreproducr,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {reproducr} version 0.2.0},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/reproducr},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for reproducr version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/reproducr

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for reproducr version 0.2.0
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/reproducr
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/reproducr.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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