R Observatory: Metrics for netrics version 0.4.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

netrics

0.4.0

Many Ways to Measure and Classify Membership for Networks, Nodes, and Ties

2packages depend

2.9Kdownloads / year

82.1%test coverage

13/13checks pass

Overview

About

Maintained by James HollwayFirst published 2026-03-264 releasesCRAN page ↗GitHub ↗

Many tools for calculating network, node, or tie marks, measures, motifs and memberships of many different types of networks. Marks identify structural positions, measures quantify network properties, memberships classify nodes into groups, and motifs tabulate substructure participation. All functions operate with all classes of network data covered in 'manynet', and on directed, undirected, multiplex, multimodal, signed, and other networks.

Install

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

install.packages("netrics", 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/netrics")

Development version from stocnet/netrics. 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-netrics

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-netrics

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-netrics

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

Health

CRAN checks

13OK

Slowest check: 7.1 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.15

82.1%

Coverage · measured lines

100%

Documentation · exports

3

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
OK2026-07-01
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

Show 5 earlier snapshots

ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
WARNING2026-06-07
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-04-05
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-27
7 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,183 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 57%

Downloads

2.9K

CRAN downloads in the past year

Rank #5,351 · ~8/day · ~240/mo

Releases R versions

Daily download trend is not available in this view yet.

38630 days

1.4K90 days

2.9K1 year

Compare downloads with other packages →

Also on94 r2u23 autocran

Repository

GitHub ↗ stocnet/netrics

0Stars

0Forks

2Open issues

1Open PRs

7Releases

222Commits

2Contributors

centralitycommunity-detectionnetwork-analysisrresiliencetopology

222 commits · Last activity 2026-08-14

Releases over time

2026-03-15 · 12026-07-25 · 7

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/stocnet/netrics on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Governance and community (1)

Issue templates

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: copilot on 2026-02-28

copilotclaude

Most recent: claude on 2026-04-25

Evidence

copilot: on 2026-02-28 · evidence A, PR · sole bot-author seen
claude: on 2026-04-25 · evidence D

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (2)

R >= 4.1.0manynet

Imports (2)

dplyr igraph

LinkingTo (0)

none

Suggests (3)

autograph sna testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

migraph autograph

Code & Tests

People & History

People (1)

Maintainer (1)

James Hollway

Maintainer, Author, Contributor

Authors (1)

James Hollway

Maintainer, Author, Contributor

Contributors (1)

James Hollway

Maintainer, Author, Contributor

Package Timeline

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

0.4.0Latest
2026-07-24 · current release · diff ↗
0.3.1
2026-06-23 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.1
2026-04-06 · diff ↗
0.2.0
2026-03-26
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-26
Total releases: 4 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 672 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("netrics")

Format

Hollway, J. (2026). netrics: Many Ways to Measure and Classify Membership for Networks, Nodes, and Ties (Version 0.4.0) [Computer software]. https://doi.org/10.32614/CRAN.package.netrics

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 netrics version 0.4.0 [Data set]. HJJB, LLC. Data release v2026-08-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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