R Observatory: Metrics for BiVariAn version 1.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BiVariAn needs 2 packages that CRAN will archive unless their check problems are fixed, one already past its deadline of Oct 12. See which.

BiVariAn

1.0.3Package record

Bivariate Automatic Analysis

0packages depend

4Kdownloads / year

81.1%test coverage

13/13flavors OK

Overview

About

Maintained by José Andrés Flores-GarcíaCRAN page ↗GitHub ↗Issues ↗

Simplify bivariate and regression analyses by automating result generation, including summary tables, statistical tests, and customizable graphs. It supports tests for continuous and dichotomous data, as well as stepwise regression for linear, logistic, and Firth penalized logistic models. While not a substitute for tailored analysis, 'BiVariAn' accelerates workflows and is expanding features like multilingual interpretations of results.The methods for selecting significant statistical tests, as well as the predictor selection in prediction functions, can be referenced in the works of Marc Kery (2003) doi:10.1890/0012-9623(2003)84[92:NORDIG]2.0.CO;2 and Rainer Puhr (2017) doi:10.1002/sim.7273.

Changes in 1.0.3

The auto_pie_categ function was edited, with contributions made by Davis Vaughan. The function now don't supply if_else() an array.

From NEWS.md in the release

Install

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

install.packages("BiVariAn", 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("AndresFloresG/BiVariAn")

Development version from AndresFloresG/BiVariAn. 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-bivarian

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-BiVariAn

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-BiVariAn

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: 4.6 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-25
WARNING4 OK, 9 WARNING2026-06-09
ERROR4 OK, 8 WARNING, 1 ERROR2026-06-08

Show 4 earlier changesHide 4 earlier changes

WARNING10 OK, 3 WARNING2026-06-03
OK13 OK2026-05-02
ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.3

READMEYes · 320 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.0.3Citation fileNo

Help pages: 21 (1 internal)includes a package overview page
Examples that run: 100%20 run in a plain check (2 of them under a condition)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 19%

Vignettes (1)

bivarian-description HTML

How these are measured

Downloads

4K

CRAN downloads in the past year

Rank #14,056 · ~11/day · ~332/mo

Releases R versions

Daily download trend is not available in this view yet.

37630 days

83090 days

4K1 year

Compare downloads with other packages →

Also on1.2K r2u30 autocran

How downloads are counted

Repository

andresfloresg/bivarian ↗Account: AndresFloresG

0Stars

1Forks

3Open issues

0Open PRs

3Releases

69Commits

2Commit identities

License file reads as GPL-3.0 · 69 commits · Last activity 2026-01-27

Responsiveness

How these are sampled

PRs merged (all time): 50%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 2

Forks over time

2026-01-08 · 12026-07-07 · 1

How these are measured

PracticesBeta

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

Checks run against github.com/andresfloresg/bivarian on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (2)

README.Rmd

GitHub Pages site last deployed 2026-01-27

Coverage (1)

Coverage reporting

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

GitHub Copilotfirst seen 2026-01-20
Pull request: opened by its own account

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing BiVariAn adds 180 packages (88 with compiled code, 143 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (0)

none

Imports (19)

car DescTools dplyr epitools fastDummies ggplot2 ggprism glue lifecycle logistf magrittr rlang rrtable scalesstatssystemfonts table1 tidyrutils

LinkingTo (0)

none

Suggests (5)

knitr riskCommunicator rmarkdown spelling testthat (>= 3.0.0)

Enhances (0)

none

Dependencies facing archival

CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.

epitoolsdeadline passed Oct 12
flextable through rrtablefix by Oct 22

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

José Andrés Flores-García

Jhoselin Marian Castro-Rodriguez

Author

Antonio Augusto Gordillo-Moscoso

Author

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.3Latest
record
2026-01-27 · current release · diff ↗
1.0.2
record
2025-09-17 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.1
record
2025-03-05
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-03-05
Total releases: 3 / 1 yrs
License: GPL (>= 3) OSI
Download size: 180 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("BiVariAn")

Format

Flores-García, J. A., Castro-Rodriguez, J. M., & Gordillo-Moscoso, A. A. (2026). BiVariAn: Bivariate Automatic Analysis (Version 1.0.3) [Computer software]. https://doi.org/10.32614/CRAN.package.BiVariAn

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 BiVariAn version 1.0.3 [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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