R Observatory: Metrics for migraph version 1.6.8

Balamuta, James Joseph

migraph

1.6.8

Inferential Methods for Multimodal and Other Networks

2packages depend

11.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by James HollwayFirst published 2021-04-1537 releasesCRAN page ↗GitHub ↗

A set of tools for testing networks. It includes functions for univariate and multivariate conditional uniform graph and quadratic assignment procedure testing, and network regression. The package is a complement to 'Multimodal Political Networks' (2021, ISBN:9781108985000), and includes various datasets used in the book. Built on the 'manynet' package, all functions operate with matrices, edge lists, and 'igraph', 'network', and 'tidygraph' objects, and on one-mode and two-mode (bipartite) networks.

Install

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

install.packages("migraph", 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("stocnet/migraph")

Development version from stocnet/migraph. 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-migraph

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-migraph

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-migraph

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

Health

CRAN checks

13OK

Slowest check: 5.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.21

not tracked

Coverage

100%

Documentation · exports

11

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-08-04
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-06
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-05
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 5 earlier snapshots

OK2026-07-03
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-22
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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 834 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 79%
Return-value docs: 0%
References docs: 41%

Downloads

11.4K

CRAN downloads in the past year

Rank #3,943 · ~31/day · ~954/mo

Releases R versions

Daily download trend is not available in this view yet.

35630 days

2.3K90 days

11.4K1 year

Compare downloads with other packages →

Also on243 r2u7 autocran

Repository

GitHub ↗ stocnet/migraph

41Stars

9Forks

4Open issues

0Open PRs

90Releases

2,283Commits

15Contributors

rnetwork-analysismultilevel-networkscranmultimodal-networkigraphsna

2,283 commits · Last activity 2026-07-31 · -2.4% stars, 30d

Stars over time

2025-03-21 · 412026-07-25 · 41

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/stocnet/migraph on 2026-08-03.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (4)

R >= 4.1.0manynet autograph netrics

Imports (8)

dplyr ergm future furrr generics knitr learnr purrr

LinkingTo (0)

none

Suggests (3)

rmarkdown shiny testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

autograph goldfish

Code & Tests

People & History

People (4)

Maintainer (1)

James Hollway

Maintainer, Author, Contributor

Authors (1)

James Hollway

Maintainer, Author, Contributor

Contributors (4)

James Hollway

Maintainer, Author, Contributor

Bernhard Bieri

Contributor · added in 0.8.13

Henrique Sposito

Contributor · added in 0.9.2

Jael Tan

Contributor · added in 0.9.2

Package Timeline

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

1.6.8Latest
2026-07-31 · current release · diff ↗
1.6.6
2026-06-24 · diff ↗
R
R 4.6.0 released · 2026-04-24
1.6.2
2026-04-18 · diff ↗
1.6.0
2026-04-04 · diff ↗
1.5.8
2026-02-19 · diff ↗
1.5.6
2025-11-19 · diff ↗
1.5.3
2025-10-27 · diff ↗
1.5.2
2025-09-12 · diff ↗
1.5.0
2025-06-20 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.4.5
2024-12-02 · diff ↗
1.4.3
2024-11-06 · diff ↗
1.4.2
2024-09-04 · diff ↗
1.4.1
2024-07-19 · diff ↗
R
R 4.4.0 released · 2024-04-24

Show 28 earlier events

1.3.4
2024-03-07 · diff ↗
1.3.2
2024-01-25 · diff ↗
1.2.1
2023-12-17 · diff ↗
1.1.5
2023-11-02 · diff ↗
1.1.0
2023-10-04 · diff ↗
1.0.1
2023-07-20 · diff ↗
1.0.0
2023-06-15 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.13.2
2022-12-20 · diff ↗
0.13.0
2022-11-30 · diff ↗
0.12.1
2022-10-04 · diff ↗
0.12.0
2022-09-27 · diff ↗
0.11.3
2022-09-13 · diff ↗
0.10.6
2022-07-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.9.3
2022-04-15 · diff ↗
0.9.2
2022-04-01 · diff ↗
0.8.13
2021-12-19 · diff ↗
0.8.5
2021-10-30 · diff ↗
0.8.2
2021-10-25 · diff ↗
0.8.1
2021-10-22 · diff ↗
0.7.1
2021-09-25 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.6.6
2021-05-14 · diff ↗
0.6.5
2021-05-10 · diff ↗
0.6.3
2021-04-26 · diff ↗
0.6.2
2021-04-15
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-04-15
Total releases: 37 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 100 KB / 16 files
Download size: 3.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Network Analysis

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("migraph")

CRAN DOI

https://doi.org/10.32614/CRAN.package.migraph

BibTeX, derived from DESCRIPTION

@Manual{migraph,
  title  = {migraph: Inferential Methods for Multimodal and Other Networks},
  author = {Hollway, James and Bieri, Bernhard and Sposito, Henrique and Tan, Jael},
  year   = {2026},
  note   = {R package version 1.6.8},
  doi    = {10.32614/CRAN.package.migraph},
  url    = {https://CRAN.R-project.org/package=migraph}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatorymigraph,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {migraph} version 1.6.8},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/migraph},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for migraph version 1.6.8 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/migraph

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for migraph version 1.6.8
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/migraph
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/migraph.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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