ordr

0.2.0

A 'Tidyverse' Extension for Ordinations and Biplots

0packages depend

3.3Kdownloads / year

42.9%test coverage

11/13checks pass

Overview

About

Maintained by Jason Cory BrunsonFirst published 2022-08-184 releasesCRAN page ↗GitHub ↗

Ordination comprises several multivariate exploratory and explanatory techniques with theoretical foundations in geometric data analysis; see Podani (2000, ISBN:90-5782-067-6) for techniques and applications and Le Roux & Rouanet (2005) doi:10.1007/1-4020-2236-0 for foundations. Greenacre (2010, ISBN:978-84-923846) shows how the most established of these, including principal components analysis, correspondence analysis, multidimensional scaling, factor analysis, and discriminant analysis, rely on eigen-decompositions or singular value decompositions of pre-processed numeric matrix data. These decompositions give rise to a set of shared coordinates along which the row and column elements can be measured. The overlay of their scatterplots on these axes, introduced by Gabriel (1971) doi:10.1093/biomet/58.3.453, is called a biplot. 'ordr' provides inspection, extraction, manipulation, and visualization tools for several popular ordination classes supported by a set of recovery methods. It is inspired by and designed to integrate into 'Tidyverse' workflows provided by Wickham et al (2019) doi:10.21105/joss.01686.

Install

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

install.packages("ordr", 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("corybrunson/ordr")

Development version from corybrunson/ordr. 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-ordr

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

# 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-ordr

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 4.3 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.08

42.9%

Coverage · measured lines

99%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 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 · 1,398 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 87%
Return-value docs: 79%
References docs: 23%

Downloads

3.3K

CRAN downloads in the past year

Rank #11,947 · ~9/day · ~279/mo

Releases R versions

Daily download trend is not available in this view yet.

36730 days

86190 days

3.3K1 year

Compare downloads with other packages →

Also on120 r2u35 autocran

Repository

GitHub ↗ corybrunson/ordr

27Stars

5Forks

9Open issues

0Open PRs

5Releases

865Commits

7Contributors

ordinationbiplotmultivariate-analysistidyversegeometric-data-analysisdimension-reductionmultivariate-statisticstidymodels

License GPL-3.0 · 865 commits · Last activity 2026-07-25 · 0% stars, 30d

Stars over time

2025-06-20 · 242026-07-07 · 27

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/corybrunson/ordr on 2026-07-26.

Continuous integration (1)

Travis CI

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.3.0ggplot2

Imports (15)

rlang cliMASSstringr tidyselect scales generics magrittr tibble tidyr dplyr purrr labeling ggrepel gggda

LinkingTo (0)

none

Suggests (7)

testthat sessioninfo gridExtra mlpack ddalpha knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Jason Cory Brunson

Author, Maintainer

Authors (2)

Jason Cory Brunson

Author, Maintainer

John Gracey

Author · added in 0.2.0

Contributors (1)

Emily Paul

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.0Latest
2025-07-10 · current release · diff ↗
0.1.2
2025-07-02 · diff ↗
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
0.1.1
2022-10-20 · diff ↗
0.1.0
2022-08-18
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-08-18
Total releases: 4 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.3.0
Bundled data: 8.9 KB / 2 files
Download size: 642 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Report a problem with this page →