R Observatory: Metrics for plotor version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

plotor

1.1.0Package record

Odds Ratio Tools for Logistic Regression

0packages depend

3.6Kdownloads / year

62.3%test coverage

13/13flavors OK

Overview

About

Maintained by Craig ParyloCRAN page ↗GitHub ↗Website ↗Issues ↗

Produces odds ratio analyses with comprehensive reporting tools. Generates plots, summary tables, and diagnostic checks for logistic regression models fitted with 'glm()' using binomial family. Provides visualisation methods, formatted reporting tables via 'gt', and tools to assess logistic regression model assumptions.

Changes in 1.1.0

Documentation

**Quick start vignette** Added a new Quick Start vignette demonstrating a minimal workflow from logistic regression model fitting through to model checks, publication-ready odds ratio tables and forest plots.
**Function-specific vignettes** Added dedicated vignettes for:
check_or()
table_or()
plot_or()
**Expanded website** Expanded the package website with a new series of in-depth articles, including:
guidance on labelling variables for publication-ready outputs
a comprehensive guide to logistic regression assumptions, how they are evaluated by {plotor} and recommendations for adressing assumption violations.

Show all changes in 1.1.0Hide the rest of the changes in 1.1.0

**Deprecated using_plotor vignette** Moved the former using_plotor vignette to a website article to reduce package size while retaining access to the full guidance online.

Package infrastructure

**Improved online experience**
Improved website and documentation build processes, including enhanced Quarto integration and pkgdown configuration updates.
Added missing dependency declarations required for documentation builds.

Testing

**Refactored test suite**
Refactored the test suite into multiple topic-specific files to improve maintainability and simplify identification of failing tests.
Replaced several broad testthat::expect_silent() assertions with more targeted expectations (e.g., testthat::expect_no_warning() and output-specific checks), improving test robustness and reducing spurious failures on some CRAN r-devel platforms.

From NEWS.md in the release

Install

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

install.packages("plotor", 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("craig-parylo/plotor")

Development version from craig-parylo/plotor. 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-plotor

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-plotor

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-plotor

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 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-25
ERROR11 OK, 2 ERROR2026-07-11
OK13 OK2026-06-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02
ERROR11 OK, 1 ERROR2026-04-25
NOTE11 OK, 3 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.1.0

READMEYes · 301 wordsVignettesYes · 4 · dynamicNEWSYes · 100% structured · mentions 1.1.0Citation fileNoWebsiteYes · pkgdown

The repository also keeps web-only articles.

Help pages: 4 (1 internal)includes a package overview page
Examples that run: 100%3 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
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 #9,482 · ~10/day · ~303/mo

Releases R versions

Daily download trend is not available in this view yet.

41730 days

1K90 days

3.6K1 year

Compare downloads with other packages →

Also on133 r2u8 autocran

How downloads are counted

Repository

craig-parylo/plotor ↗Account: craig-parylo

3Stars

0Forks

11Open issues

0Open PRs

9Releases

298Commits

2Commit identities

ggplot2glmlogistic-regressionodds-ratiorassumption-checksummary-tablesplot-of-results

298 commits · Last activity 2026-07-21

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 3
Median days to close, 50 most recently updated closed PRs: 0

Releases over time

2026-07-14 · 82026-07-22 · 9

How these are measured

PracticesBeta

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

Checks run against github.com/craig-parylo/plotor on 2026-10-11.

Continuous integration (1)

GitHub Actions

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-07-21 · The repository has a site deploy workflow

pkgdown site last built 2026-07-21

Coverage (1)

Coverage reporting (Codecov)

Reproducibility and dev environment (1)

data-raw/

Show all practicesHide 2 practices

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

34 external dependencies (excludes base and recommended)

Installing plotor adds 121 packages (56 with compiled code, 92 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, bslib 5.6 MB.

Depends (1)

R >= 4.1.0

Imports (21)

broom callr car cli detectseparation dplyr forcats ggplot2 glue gt gtExtras janitor prettyunits purrr rlang scalesstatsstringr tibble tidyr tidyselect

LinkingTo (0)

none

Suggests (16)

datasetshere Hmisc knitr labelled magrittrMASSmedicaldata NHANES quarto R4HCR rmarkdown svglite testthat vdiffr webshot2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (1)

Craig Parylo

Releases (8)

Pick two releases to compare their code metrics.

1.1.0Latest
record
2026-07-21 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.0
record
2026-02-14 · diff ↗
0.8.0
record
2025-12-08 · diff ↗
0.7.0
record
2025-07-01 · diff ↗ ·
added 1 export
check_or
0.6.0
record
2025-05-28 · diff ↗ ·
added 1 export
table_or
R
R 4.5.0 released · 2025-04-11
0.5.2
record
2025-02-09 · diff ↗
0.5.1
record
2024-09-27 · diff ↗
0.4.1
record
2024-06-18
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-06-18
Total releases: 8 / 2 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 3.4 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("plotor")

Format

Parylo, C. (2026). plotor: Odds Ratio Tools for Logistic Regression (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.plotor

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 plotor version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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