R Observatory: Metrics for ggseg3d version 2.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ggseg3d

2.1.2

Interactive 3D Brain Atlas Visualization

0packages depend

8.6Kdownloads / year

100.0%test coverage

13/13checks pass

Overview

About

Maintained by Athanasia Mo MowinckelFirst published 2021-06-015 releasesCRAN page ↗GitHub ↗

Plot brain atlases as interactive 3D meshes using 'Three.js' via 'htmlwidgets', or render publication-quality static images through 'rgl' and 'rayshader'. A pipe-friendly API lets you map data onto brain regions, control camera angles, toggle region edges, overlay glass brains, and snapshot or ray-trace the result. Additional atlases are available through the 'ggsegverse' r-universe. Mowinckel & Vidal-Piñeiro (2020) doi:10.1177/2515245920928009.

Install

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

install.packages("ggseg3d", 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("ggsegverse/ggseg3d")

Development version from ggsegverse/ggseg3d. 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-ggseg3d

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-ggseg3d

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-ggseg3d

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

Health

CRAN checks

13OK

Slowest check: 2.7 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.32

100.0%

Coverage · measured lines

100%

Documentation · exports

10

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
OK2026-07-29
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-27
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-07-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 5 earlier snapshots

ERROR2026-06-19
12 OK · 0 NOTE · 0 WARNING · 1 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
OK2026-04-28
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 201 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 88%
Documented parameters: 97%
Return-value docs: 94%
References docs: 0%

Downloads

8.6K

CRAN downloads in the past year

Rank #3,991 · ~23/day · ~713/mo

Releases R versions

Daily download trend is not available in this view yet.

45330 days

2.1K90 days

8.6K1 year

Compare downloads with other packages →

Also on179 r2u19 autocran

Repository

GitHub ↗ ggsegverse/ggseg3d

44Stars

10Forks

7Open issues

1Open PRs

5Releases

258Commits

8Contributors

258 commits · Last activity 2026-08-07 · -2.2% stars, 30d

Stars over time

2025-07-05 · 382026-08-15 · 44

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/ggsegverse/ggseg3d on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Docs source (1)

README.Rmd

Research and citation (1)

codemeta.json

Show all practices

Lint, format, editor (2)

lintrRStudio project

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

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-02-21

claude

Most recent: claude on 2026-02-21

Evidence

claude: on 2026-02-21 · evidence B, D

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (10)

cli dplyr ggseg.formats htmlwidgets knitr lifecycle rlang scales tidyr webshot2

LinkingTo (0)

none

Suggests (8)

ggseg.meshes png rayshader rgl rmarkdown shiny spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Athanasia Mo Mowinckel

Author, Maintainer

Authors (2)

Athanasia Mo Mowinckel

Author, Maintainer

Didac Vidal-Piñeiro

Author

Contributors (1)

three.js authors

Contributor, Copyright holder · added in 2.1.1

Copyright holders (2)

three.js authors

Contributor, Copyright holder · added in 2.1.1

Center for Lifespan Changes in Brain and Cognition (LCBC), University of Oslo

Copyright holder · added in 2.1.0

Package Timeline

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

2.1.2Latest
2026-07-03 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
2.1.1
2026-04-22 · diff ↗
2.1.0
2026-04-09 · diff ↗
2.0.0
2026-02-20 · 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
R
R 4.2.0 released · 2022-04-22
1.6.3
2021-06-01
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-06-01
Total releases: 5 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 1.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ggseg3d")

Format

Mowinckel, A. M., Center for Lifespan Changes in Brain and Cognition (LCBC), University of Oslo, three.js authors, & Vidal-Piñeiro, D. (2026). ggseg3d: Interactive 3D Brain Atlas Visualization (Version 2.1.2) [Computer software]. https://doi.org/10.32614/CRAN.package.ggseg3d

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 ggseg3d version 2.1.2 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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