R Observatory: Metrics for imaginarycss version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

imaginarycss

0.1.0

Tools for Studying Imaginary Cognitive Social Structure

0packages depend

2.3Kdownloads / year

75.5%test coverage

10/13checks pass

Overview

About

Maintained by Sima NajafzadehkhoeiFirst published 2026-03-041 releasesCRAN page ↗GitHub ↗

Provides functions to measure and test imaginary cognitive social structure (CSS) motifs, which are patterns of perceived relationships among individuals in a social network. Includes tools for calculating motif frequencies, comparing observed motifs to expected distributions, and visualizing motif structures. Implements methods described in Tanaka and Vega Yon (2023) doi:10.1016/j.socnet.2023.11.005.

Install

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

install.packages("imaginarycss", 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("gvegayon/imaginary-structures")

Development version from gvegayon/imaginary-structures. 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-imaginarycss

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-imaginarycss

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-imaginarycss

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

Health

CRAN checks

3WARNING10OK

Failing flavors

WARNING r-oldrel-macos-arm64
WARNING r-oldrel-macos-x86_64
WARNING r-release-macos-x86_64

Slowest check: 3.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

75.5%

Coverage · measured lines

100%

Documentation · exports

3

Dependencies · direct

Check history

WARNING2026-04-22
10 OK · 0 NOTE · 4 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
9 OK · 0 NOTE · 4 WARNING · 1 ERROR · 0 FAILURE
WARNING2026-03-10
9 OK · 0 NOTE · 4 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 169 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 7%

Downloads

2.3K

CRAN downloads in the past year

Rank #10,219 · ~6/day · ~195/mo

Releases R versions

Daily download trend is not available in this view yet.

13730 days

96290 days

2.3K1 year

Compare downloads with other packages →

Also on178 r2u1 autocran

Repository

GitHub ↗ gvegayon/imaginary-structuresArchived

1Stars

3Forks

3Open issues

0Open PRs

0Releases

111Commits

4Contributors

111 commits · Last activity 2026-07-23

Stars over time

2023-10-13 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/gvegayon/imaginary-structures on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Dev Container

Research and citation (1)

JOSS paper

Lint, format, editor (1)

RStudio project

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 2025-08-08

copilot

Most recent: copilot on 2025-08-08

Evidence

copilot: on 2025-08-08 · evidence A, PR · sole bot-author seen

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (3)

graphicsRcppstats

LinkingTo (2)

Rcpp barry

Suggests (4)

knitr rmarkdown tinytest quarto

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Sima Najafzadehkhoei

Author, Maintainer

Authors (3)

Sima Najafzadehkhoei

Author, Maintainer

Kyosuke Tanaka

Author

George Vega Yon

Author

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.0Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-03-04
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.0.0
Bundled data: 5.8 KB / 6 files
Download size: 408 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("imaginarycss")

The authors publish a JOSS paper, so they have said how they want this cited. Run citation() and use what it gives you.

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 imaginarycss version 0.1.0 [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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