R Observatory: Metrics for testflow version 0.9.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

testflow

0.9.0

A Workflow for Statistical Testing, Interpretation, and 'ggplot2'-Based Visualization

0packages depend

461downloads / year

84.8%test coverage

13/13checks pass

Overview

About

Maintained by Imad EL BADISYFirst published 2026-07-032 releasesCRAN page ↗GitHub ↗

Provides a unified workflow for choosing, running, interpreting, and visualizing common statistical tests, from group comparisons and analysis of variance to regression, survival analysis, and diagnostic and agreement statistics. The package combines assumption checks, test selection, effect sizes, formatted results, plain-language interpretation, 'ggplot2'-based statistical visualizations, and a sample-size planning module covering continuous, binary, survival, ordinal, bioequivalence, and precision-based designs. Implemented methods follow standard references including Casella and Berger (2002, ISBN:9780534243128), Hollander et al. (2013, ISBN:9781118553299), Agresti (2013, ISBN:9780470463635), Cohen (1988, ISBN:9780805802832), Hosmer, Lemeshow and Sturdivant (2013, ISBN:9780470582473), and Julious (2010, ISBN:9781584887393).

Install

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

install.packages("testflow", 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("ielbadisy/testflow")

Development version from ielbadisy/testflow. 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-testflow

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-testflow

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-testflow

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

Health

CRAN checks

13OK

Slowest check: 4.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.27

84.8%

Coverage · measured lines

100%

Documentation · exports

12

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
OK2026-07-22
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-16
10 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE
OK2026-07-03
6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,327 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 97%
References docs: 56%

Downloads

461

CRAN downloads in the past year

Rank #22,809 · ~1/day · ~38/mo

Releases R versions

Daily download trend is not available in this view yet.

22630 days

46190 days

4611 year

Compare downloads with other packages →

Also on17 r2u2 autocran

Repository

GitHub ↗ ielbadisy/testflow

2Stars

0Forks

0Open issues

0Open PRs

3Releases

121Commits

1Contributors

data-analysisggplot2rr-packagestatistical-testsstatisticsteaching

121 commits · Last activity 2026-08-21

Stars over time

2026-07-18 · 02026-08-02 · 2

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/ielbadisy/testflow on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (12)

statscli rlang dplyr tidyr tidyselect tibble purrr broom ggplot2survivalcar

LinkingTo (0)

none

Suggests (5)

testthat knitr rmarkdown effectsize patchwork

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Imad EL BADISY

Author, Maintainer

Authors (1)

Imad EL BADISY

Author, Maintainer

Package Timeline

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

0.9.0Latest
2026-07-17 · current release · diff ↗
0.8.2
2026-07-03
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-07-03
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 1.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("testflow")

Format

EL BADISY, I. (2026). testflow: A Workflow for Statistical Testing, Interpretation, and 'ggplot2'-Based Visualization (Version 0.9.0) [Computer software]. https://doi.org/10.32614/CRAN.package.testflow

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 testflow version 0.9.0 [Data set]. HJJB, LLC. Data release v2026-08-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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