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

51packages dependsuggested by 21

285.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Sacha EpskampCRAN page ↗GitHub ↗Issues ↗

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

Changes in 1.10.1

First published version of the 1.10 series; version 1.10.0 was submitted to CRAN but not released. Relative to that submission, the 'directed' argument is not (yet) named explicitly in the function definition (see below), and duplicated arguments give a warning.

From NEWS in the release

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

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

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-22
NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08

Show 3 earlier changesHide 3 earlier changes

NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.10.1

READMEYes · 33 wordsVignettesNoNEWSYes · 33% structured · mentions 1.10.1Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Description cites a JSS article

Help pages: 33
Examples that run: 39%7 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran) · 10 never run
Exported functions with examples: 67%
Documented parameters: 99%
Return-value docs: 89%
Help pages citing references: 61%

How these are measured

Downloads

285.6K

CRAN downloads in the past year

Rank #792 · ~783/day · ~23.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

18.9K30 days

58.9K90 days

285.6K1 year

Compare downloads with other packages →

Also on2.5K r2u129 autocran6.3K conda_forge229 c2d4u

How downloads are counted

Repository

sachaepskamp/qgraph ↗Account: SachaEpskamp

75Stars

23Forks

0Open issues

0Open PRs

0Releases

531Commits

17Commit identities

License file reads as GPL-2.0 · 531 commits · Last activity 2026-07-18 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 71%
Median days to close, 50 most recently updated closed issues: 46
Median days to close, 50 most recently updated closed PRs: 27

Stars over time

2025-07-20 · 702026-08-14 · 75

How these are measured

PracticesBeta

Checks run against github.com/sachaepskamp/qgraph on 2026-10-11.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v3 (2026-09-26)

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen on or before 2026-06-12
Named in .Rbuildignore: .claude, CLAUDE.md
Named in .gitignore: .claude, CLAUDE.md
Commits: at least 31 crediting it in the message

Models named in its commits

Claude Fable 526 commits · Jun to Jul 2026
Claude Opus 4.85 commits · Jul 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

21 external dependencies (excludes base and recommended)

Installing qgraph adds 71 packages (38 with compiled code, 64 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

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

51direct

18indirect

Imports 51

Suggested by 21

Show the 48 most downloaded dependentsHide the 48 most downloaded dependents

Depends, Imports or LinkingTo, most downloaded first

and 3 more dependents and 21 packages that suggest it on CRAN ↗

How these are counted

Code & Tests

Datasets

People & History

People (8)

Sacha Epskamp

Author, Maintainer since 0.4.0 (2011)

Giulio Costantini

Author · added in 1.2.4

Jonas Haslbeck

Author · added in 1.4.0

Adela Isvoranu

Author · added in 1.6.3

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

Releases (67)

Pick two releases to compare their code metrics.

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
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
3.0.3Latest
record
2014-02-11 · current release · diff ↗
3.0.2
record
2013-08-27 · diff ↗
3.0.1
record
2013-05-08 · diff ↗

Show 69 earlier eventsHide 69 earlier events

R
R 3.0.0 released · 2013-04-03
2.15.3
record
2013-01-30 · diff ↗
2.15.2
record
2012-09-15 · diff ↗ ·
removed 1 export
qgraph.arrow

added 1 export
qgraph.gui
2.15.1
record
2012-05-25 · diff ↗
R
R 2.15.0 released · 2012-03-30
2.15.0
record
2012-03-08 · diff ↗
2.14.2
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2012-02-19 · diff ↗
2.14.1
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2011-11-18 · diff ↗
R
R 2.14.0 released · 2011-10-31
2.13.1
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2011-06-16 · diff ↗
R
R 2.13.0 released · 2011-04-13
2.13.0
record
2011-03-27 · diff ↗
2.12.2
record
2011-02-24 · diff ↗ ·
added 1 export
qgraph.lavaan
1.10.1
record
2026-07-18 · diff ↗ ·
added 2 exports
qgraphHTML, bridgeCentrality
1.9.8
record
2023-11-03 · diff ↗
1.9.5
record
2023-05-16 · diff ↗
1.9.4
record
2023-03-21 · diff ↗
1.9.3
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2022-12-09 · diff ↗
1.9.2
record
2022-03-04 · diff ↗
1.9.1
record
2022-02-19 · diff ↗
1.9
record
2021-10-19 · diff ↗
1.6.9
record
2021-01-28 · diff ↗ ·
removed 2 exports
qgraphAnnotate, as.ggraph
1.6.5
record
2020-02-21 · diff ↗ ·
removed 1 export
findGraph
1.6.4
record
2019-11-15 · diff ↗ ·
added 1 export
as.ggraph
1.6.3
record
2019-06-19 · diff ↗
1.6.2
record
2019-05-09 · diff ↗
1.6.1
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2019-02-13 · diff ↗
1.6
record
2019-01-24 · diff ↗ ·
removed 9 exports
qgraph.efa, qgraph.svg, qgraph.pca, qgraph.sem, qgraph.panel, qgraph.semModel, qgraph.cfa, qgraph.lavaan, qgraph.gui
1.5
record
2018-04-25 · diff ↗ ·
added 3 exports
mutualInformation, flow, ggmModSelect
1.4.4
record
2017-09-02 · diff ↗
1.4.3
record
2017-03-27 · diff ↗
1.4.2
record
2017-01-21 · diff ↗
1.4.1
record
2016-11-22 · diff ↗ ·
added 1 export
ggmFit
1.4.0
record
2016-10-29 · diff ↗ ·
added 1 export
pathways
1.3.5
record
2016-08-31 · diff ↗ ·
added 1 export
smallworldIndex
1.3.4
record
2016-06-30 · diff ↗
1.3.3
record
2016-04-29 · diff ↗
1.3.2
record
2016-01-19 · diff ↗ ·
added 1 export
makeBW
1.3.1
record
2015-03-10 · diff ↗ ·
added 1 export
qgraphMixed
1.3
record
2014-12-02 · diff ↗ ·
added 3 exports
FDRnetwork, findGraph, qgraphAnnotate
1.2.5
record
2014-05-22 · diff ↗ ·
added 9 exports
clusteringTable, clusteringPlot, centralityTable, centralityPlot, averageLayout, wi2net, EBICglasso, cor_auto, VARglm
1.2.4
record
2014-02-11 · diff ↗ ·
added 8 exports
getWmat, smallworldness, clustOnnela, clustZhang, clustWS, clustcoef_auto, centrality_auto, mat2vec
1.2.3
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2013-08-29 · diff ↗
1.2.2
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2013-05-08 · diff ↗
1.2.1
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2013-01-30 · diff ↗
1.2
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2013-01-24 · diff ↗
1.1.0
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2012-09-16 · diff ↗
1.0.5-2
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2012-07-19 · diff ↗
1.0.5
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2012-05-25 · diff ↗
1.0.4
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2012-05-08 · diff ↗
1.0.3
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2012-04-19 · diff ↗
1.0.2
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2012-03-08 · diff ↗
1.0.1
record
2012-02-19 · diff ↗
1.0.0
record
2012-01-18 · diff ↗ ·
added 1 export
centrality
0.5.3
record
2011-11-18 · diff ↗
0.5.2
record
2011-11-09 · diff ↗
0.5.1
record
2011-11-05 · diff ↗ ·
added 1 export
qgraph.animate
0.5.0
record
2011-06-17 · diff ↗
0.4.9
record
2011-03-27 · diff ↗
0.4.8
record
2011-03-13 · diff ↗
0.4.7
record
2011-02-23 · diff ↗ ·
added 1 export
qgraph.cfa
0.4.6
record
2011-02-18 · diff ↗ ·
removed 1 export
qgraph.layout

added 1 export
qgraph.semModel
0.4.5
record
2011-02-14 · diff ↗
0.4.4
record
2011-01-25 · diff ↗
0.4.3
record
2011-01-20 · diff ↗ ·
added 1 export
qgraph.panel
0.4.2
record
2011-01-12 · diff ↗ ·
added 2 exports
qgraph.svg, qgraph.arrow
0.4.1
record
2011-01-08 · diff ↗
0.4.0
record
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: 263 KB

Appears in task views

Graphical Models Network Analysis Psychometric Models and Methods

Cite

Cite this package

Run in R for the authors' entry:

citation("qgraph")

The package provides a citation file, so citation() returns the authors' own entry.

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 v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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