R Observatory: Metrics for OutliersO3 version 0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

OutliersO3

0.7Package record

Draws Overview of Outliers (O3) Plots

0packages dependsuggested by 1

3.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Antony UnwinCRAN page ↗GitHub ↗Issues ↗

Potential outliers are identified for all combinations of a dataset's variables. O3 plots are described in Unwin(2019) doi:10.1080/10618600.2019.1575226. The available methods are FastPCS() from the package 'FastPCS', mvBACON() from 'robustX', adjOutlyingness() from 'robustbase', DectectDeviatingCells() from 'cellWise', covMcd() from 'robustbase'.

Changes in 0.7

Added a NEWS.md file to track changes to the package.

From NEWS.md in the release

Install

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

install.packages("OutliersO3", 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("antonr4/OutliersO3")

Development version from antonr4/OutliersO3. 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-outlierso3

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-OutliersO3

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-OutliersO3

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: 4.7 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
OK13 OK2026-07-08

Show 3 earlier changesHide 3 earlier changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-08
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.7

READMEYes · 353 wordsVignettesYes · 4 · dynamicNEWSYes · 67% structured · mentions 0.7Citation fileNo

Help pages: 6includes a package overview page
Examples that run: 100%5 run in a plain check
Exported functions with examples: 100%
Documented parameters: 79%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (4)

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #8,818 · ~10/day · ~297/mo

Releases R versions

Daily download trend is not available in this view yet.

47130 days

1.1K90 days

3.6K1 year

Compare downloads with other packages →

Also on106 r2u5 autocran

How downloads are counted

Repository

antonr4/outlierso3 ↗Account: antonr4

0Stars

0Forks

2Open issues

0Open PRs

0Releases

Last activity 2026-06-26

Responsiveness

not measured

How these are measured

PracticesBeta

5 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/antonr4/outlierso3 on 2026-10-22.

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-06-26

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing OutliersO3 adds 60 packages (33 with compiled code, 58 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.3.0

Imports (14)

statsutilsgrDevicesrlist ggplot2 dplyr tidyr forcats robustbase robustX FastPCS cellWise GGally memisc

LinkingTo (0)

none

Suggests (4)

knitr gridExtra rmarkdown languageR

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

dobin

How these are counted

Code & Tests

Datasets

People & History

People (1)

Antony Unwin

Releases (9)

Pick two releases to compare their code metrics.

0.7Latest
record
2026-07-05 · current release · diff ↗
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
0.6.3
record
2020-04-25 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.6.2
record
2019-03-23 · diff ↗
0.6.1
record
2019-02-27 · diff ↗
0.6
record
2019-01-18 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.5.4
record
2018-02-08 · diff ↗
0.5.3
record
2018-02-06 · diff ↗

Show 3 earlier eventsHide 3 earlier events

0.5.1
record
2018-02-05 · diff ↗ ·
removed 3 exports
O3plot, O3a, sortO3

added 4 exports
O3prep, O3plotM, O3plotT, O3plotColours
0.2.1
record
2017-09-26
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-09-26
Total releases: 9 / 9 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.3.0
Bundled data: 70 KB / 1 file
Download size: 1.6 MB

Appears in task views

Anomaly Detection

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("OutliersO3")

Format

Unwin, A. (2026). OutliersO3: Draws Overview of Outliers (O3) Plots (Version 0.7) [Computer software]. https://doi.org/10.32614/CRAN.package.OutliersO3

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 OutliersO3 version 0.7 [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.

Report a problem with this page →