R Observatory: Metrics for UAHDataScienceUC version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

UAHDataScienceUC

1.0.1Package record

Learn Clustering Techniques Through Examples and Code

0packages depend

1.9Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Andriy Protsak ProtsakCRAN page ↗

A comprehensive educational package combining clustering algorithms with detailed step-by-step explanations. Provides implementations of both traditional (hierarchical, k-means) and modern (Density-Based Spatial Clustering of Applications with Noise (DBSCAN), Gaussian Mixture Models (GMM), genetic k-means) clustering methods as described in Ezugwu et. al., (2022) doi:10.1016/j.engappai.2022.104743. Includes educational datasets highlighting different clustering challenges, based on 'scikit-learn' examples (Pedregosa et al., 2011) https://jmlr.csail.mit.edu/papers/v12/pedregosa11a.html. Features detailed algorithm explanations, visualizations, and weighted distance calculations for enhanced learning.

Changes in 1.0.1

Reseting old par settings after using helper function in divisive_clustering
Updating DESCRIPTION file with acronyms meanings

From NEWS.md in the release

Install

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

install.packages("UAHDataScienceUC", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-uahdatascienceuc

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-UAHDataScienceUC

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-UAHDataScienceUC

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: 1.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-18
ERROR13 OK, 1 ERROR2026-04-16
OK14 OK2026-04-12

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-05
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMENoVignettesYes · 1 · dynamicNEWSYes · 67% structured · mentions 1.0.1Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 22
Examples that run: 100%7 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

Using the Unified Interface in clustlearn 1.1.0 HTML

How these are measured

Downloads

1.9K

CRAN downloads in the past year

Rank #23,425 · ~5/day · ~159/mo

Releases R versions

Daily download trend is not available in this view yet.

21630 days

55890 days

1.9K1 year

Compare downloads with other packages →

Also on69 r2u7 autocran

How downloads are counted

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing UAHDataScienceUC adds 2 packages (2 with compiled code, 699 KB of source tarballs). Heaviest: cli 629 KB, proxy 70 KB.

Depends (1)

R >= 4.3.0

Imports (2)

proxy cli

LinkingTo (0)

none

Suggests (3)

deldir knitr rmarkdown

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)

Andriy Protsak Protsak

Author, Maintainer since 1.0.0 (2025)

Roberto Alcantara

Author

Juan Jose Cuadrado Gallego

Author

Eduardo Ruiz Sabajanes

Author

Universidad de Alcala

Copyright holder

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.1Latest
record
2025-02-17 · current release · diff ↗
1.0.0
record
2025-02-17
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-02-17
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.3.0
Bundled data: 48 KB / 6 files
Download size: 118 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("UAHDataScienceUC")

Format

Protsak Protsak, A., Universidad de Alcala, Alcantara, R., Cuadrado Gallego, J. J., & Ruiz Sabajanes, E. (2025). UAHDataScienceUC: Learn Clustering Techniques Through Examples and Code (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.UAHDataScienceUC

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 UAHDataScienceUC version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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