R Observatory: Metrics for mverse version 0.2.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mverse

0.2.3

Tidy Multiverse Analysis Made Simple

0packages depend

3.4Kdownloads / year

82.6%test coverage

13/13checks pass

Overview

About

Maintained by Michael Jongho MoonFirst published 2022-05-235 releasesCRAN page ↗GitHub ↗

Extends 'multiverse' package (Sarma A., Kale A., Moon M., Taback N., Chevalier F., Hullman J., Kay M., 2021) doi:10.31219/osf.io/yfbwm, which allows users perform to create explorable multiverse analysis in R. This extension provides an additional level of abstraction to the 'multiverse' package with the aim of creating user friendly syntax to researchers, educators, and students in statistics. The 'mverse' syntax is designed to allow piping and takes hints from the 'tidyverse' grammar. The package allows users to define and inspect multiverse analysis using familiar syntax in R.

Install

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

install.packages("mverse", 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("mverseanalysis/mverse")

Development version from mverseanalysis/mverse. 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-mverse

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-mverse

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-mverse

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

Health

CRAN checks

13OK

Slowest check: 4.7 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.56

82.6%

Coverage · measured lines

96%

Documentation · exports

15

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 86%
Documented parameters: 100%
Return-value docs: 100%
References docs: 4%

Downloads

3.4K

CRAN downloads in the past year

Rank #13,020 · ~9/day · ~284/mo

Releases R versions

Daily download trend is not available in this view yet.

19630 days

79290 days

3.4K1 year

Compare downloads with other packages →

Also on203 r2u26 autocran

Repository

GitHub ↗ mverseanalysis/mverse

8Stars

1Forks

1Open issues

0Open PRs

3Releases

284Commits

7Contributors

284 commits · Last activity 2025-08-26 · 0% stars, 30d

Stars over time

2023-08-24 · 62026-07-16 · 8

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/mverseanalysis/mverse on 2026-08-23.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

23 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.6multiverse

Imports (14)

Rdpack magrittr rlang dplyr tidyr tidyselect stringrstatsutilsbroom igraph ggraph ggplot2 ggupset

LinkingTo (0)

none

Suggests (12)

methodstibble purrr scalesMASStestthat pkgdown covr knitr rmarkdown kableExtra spelling

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Michael Jongho Moon

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

Author

Contributors (1)

Alison Gibbs

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.3Latest
2025-08-26 · current release · diff ↗
0.2.2
2025-06-21 · diff ↗
0.2.1
2025-06-12 · diff ↗
0.2.0
2025-04-24 · diff ↗
unarchivedReturned to CRAN
2025-04-24
R
R 4.5.0 released · 2025-04-11
archivedRemoved from CRAN
2024-11-02
issues were not corrected in time
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.0
2022-05-23
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-05-23
Total releases: 5 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.6
Bundled data: 1.4 MB / 2 files
Download size: 2.7 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mverse")

Format

Moon, M. J., Chevalier, F., Gibbs, A., Li, H., Taback, N., & Xu, M. (2025). mverse: Tidy Multiverse Analysis Made Simple (Version 0.2.3) [Computer software]. https://doi.org/10.32614/CRAN.package.mverse

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 mverse version 0.2.3 [Data set]. HJJB, LLC. Data release v2026-08-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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