arlclustering

1.0.5

Exploring Social Network Structures Through Friendship-Driven Community Detection with Association Rules Mining

0packages depend

2.5Kdownloads / year

95.7%test coverage

13/13checks pass

Overview

About

Maintained by Mohamed El-MoussaouiFirst published 2024-09-111 releasesCRAN page ↗GitHub ↗

Implements an innovative approach to community detection in social networks using Association Rules Learning. The package provides tools for processing graph and rules objects, generating association rules, and detecting communities based on node interactions. Designed to facilitate advanced research in Social Network Analysis, this package leverages association rules learning for enhanced community detection. This approach is described in El-Moussaoui et al. (2021) doi:10.1007/978-3-030-66840-2_3.

Install

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

install.packages("arlclustering", 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("assuom44/arlclustering")

Development version from assuom44/arlclustering. 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-arlclustering

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-arlclustering

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-arlclustering

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

Health

CRAN checks

13OK

Slowest check: 4.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.83

95.7%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 657 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 52%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.5K

CRAN downloads in the past year

Rank #18,793 · ~7/day · ~205/mo

Releases R versions

Daily download trend is not available in this view yet.

22730 days

63490 days

2.5K1 year

Compare downloads with other packages →

Also on108 r2u48 autocran

Repository

GitHub ↗ assuom44/arlclustering

0Stars

0Forks

0Open issues

0Open PRs

2Releases

106Commits

1Contributors

License GPL-3.0 · 106 commits · Last activity 2024-09-23

Releases over time

2024-08-31 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/assuom44/arlclustering on 2026-07-19.

Continuous integration (1)

GitHub Actions

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (6)

methodsigraph arulesgrDevicesgraphicsstats

LinkingTo (0)

none

Suggests (4)

testthat knitr rmarkdown tidyr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 1,632 (47%)Vignettes 1,146 (33%)Rd 681 (20%)

Code characteristics

Cyclomatic complexity: 1.0 median / 6 max
Test cases: 24 / 0.83 per code line

Test coverage

Line coverage

96%

Expression

93.5%

Tests / Examples

95.7% / 15% ex

Functions

23 23 exported

Complexity

1.9 avg / 6 max

Call network

23 nodes / 2 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

23 functions

Function	Cyclo	Coverage
arlc_get_NonR_rules exp	2	71%
arlc_get_network_dataset exp	3	88%
arlc_gen_gross_rules exp	2	91%
arlc_fct_get_best_apriori_thresholds exp	6	92%
arlc_gen_transactions exp	3	94%
arlc_calculate_mode exp	1	100%

People & History

People (4)

Maintainer (1)

Mohamed El-Moussaoui

Author, Maintainer

Authors (2)

Mohamed El-Moussaoui

Author, Maintainer

Mohamed Hanine

Author

Reviewers (1)

Tarik Agouti

Reviewer

Other (1)

Ali Kartit

Thesis advisor

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.5Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2024-09-11
Total releases: 1 / 2 yrs
License: GPL-3 OSI
Download size: 1.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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