R Observatory: Metrics for radiant.multivariate version 1.6.9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

radiant.multivariate

1.6.9Package record

Multivariate Menu for Radiant: Business Analytics using R and Shiny

1packages depend

15.2Kdownloads / year

25.2%test coverage

13/13flavors OK

Overview

About

Maintained by Vincent NijsCRAN page ↗GitHub ↗Website ↗Issues ↗

The Radiant Multivariate menu includes interfaces for perceptual mapping, factor analysis, cluster analysis, and conjoint analysis. The application extends the functionality in 'radiant.data'.

Changes in 1.6.9

Pass a data.frame to polycor::hetcor in prmap, pre_factor, and full_factor. Tibbles are not accepted by polycor 0.8.2 and would cause an error in perceptual mapping and factor analysis
Removed the sections in README.md that described running Radiant online, on shinyapps.io, on shiny-server, and in the cloud. This also resolves the redirecting URLs that were flagged by CRAN

From NEWS.md in the release

Install

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

install.packages("radiant.multivariate", 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("radiant-rstats/radiant.multivariate")

Development version from radiant-rstats/radiant.multivariate. 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-radiant.multivariate

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-radiant.multivariate

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-radiant.multivariate

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: 4.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-10-15
NOTE11 OK, 2 NOTE2026-07-16
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
WARNING12 OK, 1 WARNING2026-06-07

Show 1 earlier changeHide 1 earlier change

OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.6.9

READMEYes · 1,512 wordsVignettesNoNEWSYes · 100% structured · mentions 1.6.9Citation fileNoWebsiteYes · pkgdown

Help pages: 44
Examples that run: 90%28 run in a plain check · 3 never run
Exported functions with examples: 92%
Documented parameters: 100%
Return-value docs: 54%
Help pages citing references: 0%

How these are measured

Downloads

15.2K

CRAN downloads in the past year

Rank #2,890 · ~42/day · ~1.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.8K30 days

4.9K90 days

15.2K1 year

Compare downloads with other packages →

Also on156 r2u7 autocran162 c2d4u

How downloads are counted

Repository

radiant-rstats/radiant.multivariate ↗Organization: radiant-rstats

6Stars

8Forks

2Open issues

0Open PRs

4Releases

257Commits

1Commit identities

257 commits · Last activity 2026-10-10 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): not measured
Median days to close, 50 most recently updated closed issues: 3
Median days to close, 50 most recently updated closed PRs: not measured

Stars over time

2021-06-16 · 52026-07-07 · 6

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/radiant-rstats/radiant.multivariate on 2026-10-18.

Continuous integration (1)

Travis CI (config file)

Docs source (2)

pkgdown

GitHub Pages site last deployed 2020-01-05

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing radiant.multivariate adds 151 packages (78 with compiled code, 134 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (2)

R >= 4.3.0radiant.data

Imports (18)

radiant.model shiny dplyr rlang ggplot2 scales magrittr psych GPArotation (>= 2014.11-1)carMASSimport ggrepel lubridate polycor gower clustMixType patchwork

LinkingTo (0)

none

Suggests (2)

testthat pkgdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

Depends 1

Depends, Imports or LinkingTo, most downloaded first

radiant

How these are counted

Code & Tests

Datasets

People & History

People (1)

Vincent Nijs

Author, Maintainer since 0.6.0 (2016)

Releases (16)

Pick two releases to compare their code metrics.

1.6.9Latest
record
2026-10-10 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2026-01-10
1.6.8
record
2026-01-10 · diff ↗
archivedRemoved from CRAN
2025-12-11
requires archived package 'radiant.model'
R
R 4.5.0 released · 2025-04-11
1.6.7
record
2025-03-10 · diff ↗
1.6.6
record
2024-05-20 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.6.1
record
2023-09-23 · diff ↗
unarchivedReturned to CRAN
2023-09-11
1.6.0
record
2023-09-11 · diff ↗
archivedRemoved from CRAN
2023-08-14
it requires archived package 'radiant.model'
R
R 4.3.0 released · 2023-04-21
1.5.0
record
2023-01-12 · diff ↗
1.4.4
record
2022-07-23 · diff ↗

Show 17 earlier eventsHide 17 earlier events

R
R 4.2.0 released · 2022-04-22
1.4.1
record
2021-11-22 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
1.3.5
record
2020-03-25 · diff ↗
0.9.9.1
record
2019-05-16 · diff ↗ ·
removed 1 export
pmap
R
R 3.6.0 released · 2019-04-26
0.9.9
record
2019-03-05 · diff ↗
unarchivedReturned to CRAN
2018-10-06
0.9.7
record
2018-10-06 · diff ↗
archivedRemoved from CRAN
2018-10-03
check problems were not corrected despite reminders
0.9.5
record
2018-06-15 · diff ↗ ·
removed 4 exports
hier_clus, kmeans_clus, save_factors, save_membership

added 3 exports
prmap, radiant.multivariate_viewer, radiant.multivariate_window
R
R 3.5.0 released · 2018-04-23
0.8.0
record
2017-04-29 · diff ↗ ·
added 3 exports
hclus, kclus, predict_conjoint_by
R
R 3.4.0 released · 2017-04-21
0.6.0
record
2016-09-17
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-09-17
Total releases: 16 / 10 yrs
License: AGPL-3 | file LICENSE OSI
Minimum R: ≥ 4.3.0
Bundled data: 8.9 KB / 10 files
Download size: 3.7 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("radiant.multivariate")

Format

Nijs, V. (2026). radiant.multivariate: Multivariate Menu for Radiant: Business Analytics using R and Shiny (Version 1.6.9) [Computer software]. https://doi.org/10.32614/CRAN.package.radiant.multivariate

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 radiant.multivariate version 1.6.9 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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