R Observatory: Metrics for rstatix version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rstatix

1.1.0

Pipe-Friendly Framework for Basic Statistical Tests

43packages depend

2.8Mdownloads / year

72.7%test coverage

13/13checks pass

Overview

About

Maintained by Alboukadel KassambaraFirst published 2019-05-2715 releasesCRAN page ↗GitHub ↗

Provides a simple and intuitive pipe-friendly framework, coherent with the 'tidyverse' design philosophy, for performing basic statistical tests, including t-test, Wilcoxon test, ANOVA, Kruskal-Wallis and correlation analyses. The output of each test is automatically transformed into a tidy data frame to facilitate visualization. Additional functions are available for reshaping, reordering, manipulating and visualizing correlation matrix. Functions are also included to facilitate the analysis of factorial experiments, including purely 'within-Ss' designs (repeated measures), purely 'between-Ss' designs, and mixed 'within-and-between-Ss' designs. It's also possible to compute several effect size metrics, including "eta squared" for ANOVA, "Cohen's d" for t-test and 'Cramer V' for the association between categorical variables. The package contains helper functions for identifying univariate and multivariate outliers, assessing normality and homogeneity of variances.

Install

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

install.packages("rstatix", 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("kassambara/rstatix")

Development version from kassambara/rstatix. 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-rstatix

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-rstatix

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-rstatix

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

Health

CRAN checks

13OK

Slowest check: 7.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.39

72.7%

Coverage · measured lines

99%

Documentation · exports

13

Dependencies · direct

Check history

OK2026-08-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-25
11 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 2,129 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 85%
References docs: 20%

Downloads

2.8M

CRAN downloads in the past year

Rank #217 · ~7.7K/day · ~234.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

210.6K30 days

707.8K90 days

2.8M1 year

Compare downloads with other packages →

Also on14.9K r2u7 autocran75.5K conda_forge1.7K c2d4u

Repository

GitHub ↗ kassambara/rstatix

490Stars

59Forks

2Open issues

0Open PRs

15Releases

744Commits

6Contributors

744 commits · Last activity 2026-08-02 · 0% stars, 30d

Stars over time

2026-07-14 · 4902026-08-05 · 490

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/kassambara/rstatix on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.3.0

Imports (13)

statsutilstidyr purrr broom rlang tibble dplyr magrittr corrplot tidyselect car generics

LinkingTo (0)

none

Suggests (9)

knitr rmarkdown ggpubrgraphicsemmeans coinboottestthat spelling

Enhances (0)

none

Dependency license breakdown →

Code & Tests

People & History

People (1)

Maintainer (1)

Alboukadel Kassambara

Author, Maintainer

Authors (1)

Alboukadel Kassambara

Author, Maintainer

Package Timeline

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

1.1.0Latest
2026-07-24 · current release · diff ↗
1.0.0
2026-07-03 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.7.3
2025-10-18 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.7.2
2023-02-01 · diff ↗
0.7.1
2022-11-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.7.0
2021-02-13 · diff ↗
0.6.0
2020-06-18 · diff ↗
0.5.0
2020-04-28 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.4.0
2020-02-13 · diff ↗

Show 7 earlier events

0.3.1
2019-12-16 · diff ↗
0.3.0
2019-11-14 · diff ↗
0.2.0
2019-09-04 · diff ↗
0.1.2
2019-08-03 · diff ↗
0.1.1
2019-06-20 · diff ↗
0.1.0
2019-05-27
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-05-27
Total releases: 15 / 7 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.3.0
Download size: 407 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rstatix")

Format

Kassambara, A. (2026). rstatix: Pipe-Friendly Framework for Basic Statistical Tests (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.rstatix

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 rstatix version 1.1.0 [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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