R Observatory: Metrics for qgraph version 1.10.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

qgraph

1.10.1

Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation

71packages depend

302.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Sacha EpskampFirst published 2011-01-0867 releasesCRAN page ↗GitHub ↗

Weighted network visualization and analysis, as well as Gaussian graphical model computation. See Epskamp et al. (2012) doi:10.18637/jss.v048.i04.

Install

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

install.packages("qgraph", 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("SachaEpskamp/qgraph")

Development version from SachaEpskamp/qgraph. 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-qgraph

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-qgraph

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-qgraph

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

Health

CRAN checks

13OK

Slowest check: 4.6 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

21

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
OK2026-07-22
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
11 OK · 1 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 3 earlier snapshots

NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: 39%
Documented parameters: 99%
Return-value docs: 89%
References docs: 61%

Downloads

302.6K

CRAN downloads in the past year

Rank #765 · ~829/day · ~25.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

20.9K30 days

67.5K90 days

302.6K1 year

Compare downloads with other packages →

Also on1.7K r2u93 autocran5.7K conda_forge161 c2d4u

Repository

GitHub ↗ sachaepskamp/qgraph

75Stars

23Forks

0Open issues

0Open PRs

0Releases

531Commits

17Contributors

License GPL-2.0 · 531 commits · Last activity 2026-07-18 · +1.4% stars, 30d

Stars over time

2025-07-20 · 702026-08-14 · 75

Repository practices

Upstream repositoryBeta

Checks run against github.com/sachaepskamp/qgraph on 2026-08-09.

No development-tooling practices detected in the upstream repository.

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 2026-06-12

claude

Most recent: claude on 2026-06-12

Evidence

claude: on or before 2026-06-12 · evidence B, D

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

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (21)

RcppmethodsgrDevicespsych lavaan plyr Hmisc igraph jpeg png colorspaceMatrixcorpcor reshape2 ggplot2 glasso fdrtool gtoolsparallelpbapply abind

LinkingTo (1)

Rcpp

Suggests (3)

BDgraph huge pcalg

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

71direct

16indirect

and 23 more packages.

Code & Tests

People & History

People (8)

Maintainer (1)

Sacha Epskamp

Author, Maintainer

Authors (4)

Sacha Epskamp

Author, Maintainer

Giulio Costantini

Author · added in 1.2.4

Jonas Haslbeck

Author · added in 1.4.0

Adela Isvoranu

Author · added in 1.6.3

Contributors (4)

Denny Borsboom

Contributor

Angelique O. J. Cramer

Contributor · added in 0.4.2

Verena D. Schmittmann

Contributor

Lourens J. Waldorp

Contributor

Listed in earlier versions (1)

Anglique O. J. Cramer

no longer listed · 0.4.0 to 0.4.1

Package Timeline

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

1.10.1Latest
2026-07-18 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.9.8
2023-11-03 · diff ↗
1.9.5
2023-05-16 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.9.4
2023-03-21 · diff ↗
1.9.3
2022-12-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.9.2
2022-03-04 · diff ↗
1.9.1
2022-02-19 · diff ↗
1.9
2021-10-19 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.6.9
2021-01-28 · diff ↗
R
R 4.0.0 released · 2020-04-24

Show 69 earlier events

1.6.5
2020-02-21 · diff ↗
1.6.4
2019-11-15 · diff ↗
1.6.3
2019-06-19 · diff ↗
1.6.2
2019-05-09 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.6.1
2019-02-13 · diff ↗
1.6
2019-01-24 · diff ↗
1.5
2018-04-25 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.4.4
2017-09-02 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.4.3
2017-03-27 · diff ↗
1.4.2
2017-01-21 · diff ↗
1.4.1
2016-11-22 · diff ↗
1.4.0
2016-10-29 · diff ↗
1.3.5
2016-08-31 · diff ↗
1.3.4
2016-06-30 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.3.3
2016-04-29 · diff ↗
1.3.2
2016-01-19 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.3.1
2015-03-10 · diff ↗
1.3
2014-12-02 · diff ↗
1.2.5
2014-05-22 · diff ↗
R
R 3.1.0 released · 2014-04-10
3.0.3
2014-02-11 · diff ↗
1.2.4
2014-02-11 · diff ↗
1.2.3
2013-08-29 · diff ↗
3.0.2
2013-08-27 · diff ↗
3.0.1
2013-05-08 · diff ↗
1.2.2
2013-05-08 · diff ↗
R
R 3.0.0 released · 2013-04-03
2.15.3
2013-01-30 · diff ↗
1.2.1
2013-01-30 · diff ↗
1.2
2013-01-24 · diff ↗
1.1.0
2012-09-16 · diff ↗
2.15.2
2012-09-15 · diff ↗
1.0.5-2
2012-07-19 · diff ↗
2.15.1
2012-05-25 · diff ↗
1.0.5
2012-05-25 · diff ↗
1.0.4
2012-05-08 · diff ↗
1.0.3
2012-04-19 · diff ↗
R
R 2.15.0 released · 2012-03-30
2.15.0
2012-03-08 · diff ↗
1.0.2
2012-03-08 · diff ↗
2.14.2
2012-02-19 · diff ↗
1.0.1
2012-02-19 · diff ↗
1.0.0
2012-01-18 · diff ↗
2.14.1
2011-11-18 · diff ↗
0.5.3
2011-11-18 · diff ↗
0.5.2
2011-11-09 · diff ↗
0.5.1
2011-11-05 · diff ↗
R
R 2.14.0 released · 2011-10-31
0.5.0
2011-06-17 · diff ↗
2.13.1
2011-06-16 · diff ↗
R
R 2.13.0 released · 2011-04-13
2.13.0
2011-03-27 · diff ↗
0.4.9
2011-03-27 · diff ↗
0.4.8
2011-03-13 · diff ↗
2.12.2
2011-02-24 · diff ↗
0.4.7
2011-02-23 · diff ↗
0.4.6
2011-02-18 · diff ↗
0.4.5
2011-02-14 · diff ↗
0.4.4
2011-01-25 · diff ↗
0.4.3
2011-01-20 · diff ↗
0.4.2
2011-01-12 · diff ↗
0.4.1
2011-01-08 · diff ↗
0.4.0
2011-01-08
R
R 2.12.0 released · 2010-10-15

Package metadata

First published: 2011-01-08
Total releases: 67 / 15 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.0.0
Bundled data: 62 KB / 2 files
Download size: 226 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Graphical Models Network Analysis Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("qgraph")

Format

Epskamp, S., Borsboom, D., Costantini, G., Cramer, A. O. J., Haslbeck, J., Isvoranu, A., Schmittmann, V. D., & Waldorp, L. J. (2026). qgraph: Graph Plotting Methods, Psychometric Data Visualization and Graphical Model Estimation (Version 1.10.1) [Computer software]. https://doi.org/10.32614/CRAN.package.qgraph

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 qgraph version 1.10.1 [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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