R Observatory: Metrics for MixMashNet version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

MixMashNet

1.1.0Package record

Tools for Multilayer and Single Layer Network Modeling

0packages depend

2.7Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Maria De MartinoCRAN page ↗GitHub ↗Website ↗Issues ↗

Estimation and bootstrap utilities for single layer and multilayer Mixed Graphical Models, including functions for centrality, bridge metrics, membership stability, and plotting (De Martino et al. (2026) doi:10.48550/arXiv.2602.05716).

Changes in 1.1.0

Major updates

Added support for Fruchterman-Reingold ("fr"), Kamada-Kawai ("kk"), circular, and user-defined network layouts.
Added summary() methods for get_centrality() and get_edges() objects.
Improved print() methods for get_centrality() and get_edges().

Minor upddates

Fixed bugs affecting community score estimation and output consistency.

From NEWS.md in the release

Install

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

install.packages("MixMashNet", 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("ARCbiostat/MixMashNet")

Development version from ARCbiostat/MixMashNet. 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-mixmashnet

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-MixMashNet

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-MixMashNet

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: 4.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 1 earlier changeHide 1 earlier change

ERROR13 OK, 1 ERROR2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.0

READMEYes · 510 wordsVignettes· In the repository, left out of the releaseNEWSYes · 100% structured · mentions 1.1.0Citation fileYes · computed when R runs itWebsiteYes · pkgdown

Help pages: 21includes a package overview page
Examples that run: 75%3 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 33%
Documented parameters: 99%
Return-value docs: 100%
Help pages citing references: 43%

How these are measured

Downloads

2.7K

CRAN downloads in the past year

Rank #13,920 · ~7/day · ~226/mo

Releases R versions

Daily download trend is not available in this view yet.

33230 days

83790 days

2.7K1 year

Compare downloads with other packages →

Also on76 r2u1 autocran

How downloads are counted

Repository

arcbiostat/mixmashnet ↗Organization: ARCbiostat

2Stars

0Forks

0Open issues

0Open PRs

0Releases

106Commits

1Commit identities

106 commits · Last activity 2026-06-16 · 0% stars, 30d

Responsiveness

not measured

Stars over time

2026-03-30 · 12026-07-07 · 2

How these are measured

PracticesBeta

4 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/arcbiostat/mixmashnet on 2026-10-18.

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-06-16

pkgdown site last built 2026-06-14, before release 1.1.0 (2026-06-16)

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing MixMashNet adds 170 packages (85 with compiled code, 133 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1

Imports (17)

mgm igraph qgraph colorspace future.applystatsutilsggplot2 EGAnet networktools dplyr magrittr rlang tibble tidyr patchwork progressr

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (5)

Maria De Martino

Author, Maintainer since 0.6.0 (2026)

Caterina Gregorio

Author

Hudson Golino

Contributor · added in 1.0.0

Jonas Haslbeck

Contributor · added in 1.0.0

Adrien Perigord

Contributor

Releases (3)

Pick two releases to compare their code metrics.

1.1.0Latest
record
2026-06-16 · current release · diff ↗
1.0.0
record
2026-04-30 · diff ↗ ·
added 4 exports
find_bridge_layers, get_centrality, get_edges, layer_slice
R
R 4.6.0 released · 2026-04-24
0.6.0
record
2026-03-03
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-03
Total releases: 3 / 1 yrs
License: AGPL (>= 3) OSI
Minimum R: ≥ 4.1
Bundled data: 197 KB / 2 files
Download size: 2.5 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("MixMashNet")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 MixMashNet version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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