R Observatory: Metrics for monoClust version 1.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

monoClust

1.2.1

Perform Monothetic Clustering with Extensions to Circular Data

1packages depend

4Kdownloads / year

0.4%test coverage

0/13checks pass

Overview

About

Maintained by Tan TranFirst published 2020-11-064 releasesCRAN page ↗GitHub ↗

Implementation of the Monothetic Clustering algorithm (Chavent, 1998 doi:10.1016/S0167-8655(98)00087-7) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.

Install

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

install.packages("monoClust", 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("vinhtantran/monoClust")

Development version from vinhtantran/monoClust. 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-monoclust

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-monoClust

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-monoClust

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

Health

CRAN checks

13NOTE

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64
NOTE r-oldrel-macos-arm64
NOTE r-oldrel-macos-x86_64
NOTE r-oldrel-windows-x86_64
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64
NOTE r-release-macos-arm64
NOTE r-release-macos-x86_64
NOTE r-release-windows-x86_64

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

0.4%

Coverage · measured lines

75%

Documentation · exports

15

Dependencies · direct

Check history

NOTE2026-03-10
0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 154 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 67%
Documented parameters: 99%
Return-value docs: 91%
References docs: 16%

Downloads

4K

CRAN downloads in the past year

Rank #14,804 · ~11/day · ~334/mo

Releases R versions

Daily download trend is not available in this view yet.

17030 days

69890 days

4K1 year

Compare downloads with other packages →

Also on99 r2u22 autocran

Repository

GitHub ↗ vinhtantran/monoclust

1Stars

0Forks

0Open issues

0Open PRs

4Releases

236Commits

1Contributors

circular-variablesclustersmonotheticvisualizationggplot2plot

License GPL-2.0 · 236 commits · Last activity 2022-05-09

Stars over time

2020-12-24 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/vinhtantran/monoclust on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.3.0

Imports (15)

clusterdoParallel dplyr foreach ggplot2graphicsgrDevicesparallelpermute purrr (>= 0.3.0)rlangstatsstringr tibble (>= 3.0.0)tidyr

LinkingTo (0)

none

Suggests (5)

knitr mice rmarkdown covr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

puls

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Tan Tran

Author, Maintainer

Authors (3)

Tan Tran

Author, Maintainer

Mark Greenwood

Author

Brian McGuire

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.2.1Latest
2021-02-15 · current release · diff ↗
1.2.0
2020-11-24 · diff ↗
1.1.0
2020-11-17 · diff ↗
1.0.0
2020-11-06
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-06
Total releases: 4 / 6 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.3.0
Bundled data: 6.5 KB / 2 files
Download size: 146 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("monoClust")

Format

Tran, T., Greenwood, M., & McGuire, B. (2021). monoClust: Perform Monothetic Clustering with Extensions to Circular Data (Version 1.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.monoClust

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 monoClust version 1.2.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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