R Observatory: Metrics for pandemonium version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pandemonium

1.0.0

High Dimensional Analysis in Linked Spaces

0packages depend

2.5Kdownloads / year

17.8%test coverage

13/13checks pass

Overview

About

Maintained by Gabriel McCoyFirst published 2025-11-032 releasesCRAN page ↗

A 'shiny' GUI that performs high dimensional cluster analysis. This tool performs data preparation, clustering and visualisation within a dynamic GUI. With interactive methods allowing the user to change settings all without having to to leave the GUI. An earlier version of this package was described in Laa and Valencia (2022) doi:10.1140/epjp/s13360-021-02310-1.

Install

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

install.packages("pandemonium", 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-pandemonium

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-pandemonium

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-pandemonium

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

Health

CRAN checks

13OK

Slowest check: 4.5 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.02

17.8%

Coverage · measured lines

94%

Documentation · exports

24

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-10
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-19
11 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE
OK2026-06-13
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 6 earlier snapshots

ERROR2026-06-04
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-14
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-11
11 OK · 0 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE
OK2026-04-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 195 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 0%

Downloads

2.5K

CRAN downloads in the past year

Rank #8,232 · ~7/day · ~205/mo

Releases R versions

Daily download trend is not available in this view yet.

27830 days

1.1K90 days

2.5K1 year

Compare downloads with other packages →

Also on88 r2u19 autocran

Repository

GitHub ↗ gabrielmccoy/pandemonium

3Stars

1Forks

2Open issues

0Open PRs

0Releases

78Commits

3Contributors

78 commits · Last activity 2026-08-18 · 0% stars, 30d

Stars over time

2025-12-12 · 12026-07-07 · 3

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/gabrielmccoy/pandemonium on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

28 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (24)

tourrstatstibble ggplot2 (>= 4.0.0)RColorBrewer dplyr dendextend fpc shiny shinythemes shinyFeedback DT tidyr tidyselect magrittr detourr crosstalk Rtsne plotly alphahull uwot ggpcp rlang viridis (>= 0.6.5)

LinkingTo (0)

none

Suggests (5)

knitr readr rmarkdown testthat VIM

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Gabriel McCoy

Author, Maintainer

Authors (3)

Gabriel McCoy

Author, Maintainer

Ursula Laa

Author

German Valencia

Author

Package Timeline

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

1.0.0Latest
2026-05-21 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
0.2.4
2026-03-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-11-03
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5
Bundled data: 56 KB / 1 file
Download size: 5.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("pandemonium")

Format

McCoy, G., Laa, U., & Valencia, G. (2026). pandemonium: High Dimensional Analysis in Linked Spaces (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.pandemonium

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 pandemonium version 1.0.0 [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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