R Observatory: Metrics for UAHDataScienceO version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

UAHDataScienceO

1.0.0Package record

Educational Outlier Detection Algorithms with Step-by-Step Tutorials

0packages depend

1.9Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Andriy Protsak ProtsakCRAN page ↗

Provides implementations of some of the most important outlier detection algorithms. Includes a tutorial mode option that shows a description of each algorithm and provides a step-by-step execution explanation of how it identifies outliers from the given data with the specified input parameters. References include the works of Azzedine Boukerche, Lining Zheng, and Omar Alfandi (2020) doi:10.1145/3381028, Abir Smiti (2020) doi:10.1016/j.cosrev.2020.100306, and Xiaogang Su, Chih-Ling Tsai (2011) doi:10.1002/widm.19.

Changes in 1.0.0

---

From NEWS.md in the release

Install

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

install.packages("UAHDataScienceO", 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-uahdatascienceo

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-UAHDataScienceO

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-UAHDataScienceO

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: 1.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.0

READMENoVignettesYes · 1 · dynamicNEWSYes · 33% structured · mentions 1.0.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 15
Examples that run: 100%15 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

UAHDataScienceO HTML

How these are measured

Downloads

1.9K

CRAN downloads in the past year

Rank #23,680 · ~5/day · ~162/mo

Releases R versions

Daily download trend is not available in this view yet.

18530 days

54090 days

1.9K1 year

Compare downloads with other packages →

Also on86 r2u4 autocran

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing UAHDataScienceO adds no packages beyond those that come with R.

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Andriy Protsak Protsak

Author, Maintainer since 1.0.0 (2025)

Juan Jose Cuadrado Gallego

Author

Andres Missiego Manjon

Author

Universidad de Alcala de Henares

Copyright holder

Releases (1)

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.0Latest
record
2025-02-20 · current release
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-02-20
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Download size: 79 KB

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("UAHDataScienceO")

Format

Protsak Protsak, A., Universidad de Alcala de Henares, Cuadrado Gallego, J. J., & Missiego Manjon, A. (2025). UAHDataScienceO: Educational Outlier Detection Algorithms with Step-by-Step Tutorials (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.UAHDataScienceO

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 UAHDataScienceO version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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