R Observatory: Metrics for broom.helpers version 1.23.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

broom.helpers

1.23.0Package record

Helpers for Model Coefficients Tibbles

7packages dependsuggested by 18

257.2Kdownloads / year

92.5%test coverage

13/13flavors OK

Overview

About

Maintained by Joseph LarmarangeCRAN page ↗GitHub ↗Website ↗Issues ↗

Provides suite of functions to work with regression model 'broom::tidy()' tibbles. The suite includes functions to group regression model terms by variable, insert reference and header rows for categorical variables, add variable labels, and more.

Changes in 1.23.0

**New supported models**

support for survival::coxphms.object models, see the experimental tidier tidy_coxphms() (#308)

**New features**

model_get_coefficients_type() for brmsfit models (#316)

**Fixes**

.clean_backticks() fixed when variable names contain $ (#311, @NourEdinDarwish)
fix in variable identification when I() is used with non standard variable names (#313, @NourEdinDarwish)

From NEWS.md in the release

Install

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

install.packages("broom.helpers", 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("larmarange/broom.helpers")

Development version from larmarange/broom.helpers. 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-broom.helpers

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-broom.helpers

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-broom.helpers

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: 5.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-02

Show 2 earlier changesHide 2 earlier changes

ERROR11 OK, 1 ERROR2026-04-25
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.23.0

READMEYes · 119 wordsVignettesYes · 1 · staticNEWSYes · 100% structured · mentions 1.23.0Citation fileNoWebsiteYes · pkgdown

The repository also keeps web-only articles.

Help pages: 61 (1 internal)
Examples that run: 52%28 run in a plain check (1 of them under a condition) · 26 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 90%
Documented parameters: 100%
Return-value docs: 18%
Help pages citing references: 0%

Vignettes (1)

Getting Started with broom.helpers HTML

How these are measured

Downloads

257.2K

CRAN downloads in the past year

Rank #798 · ~705/day · ~21.4K/mo

Releases R versions

Daily download trend is not available in this view yet.

17.9K30 days

58.2K90 days

257.2K1 year

Compare downloads with other packages →

Also on1.9K r2u24 autocran18.7K conda_forge1.2K c2d4u

How downloads are counted

Repository

larmarange/broom.helpers ↗Account: larmarange

26Stars

8Forks

0Open issues

0Open PRs

25Releases

1,427Commits

8Commit identities

License file reads as GPL-3.0 · 1,427 commits · Last activity 2026-08-21 · +4% stars, 30d · Default branch at 1.23.0.9000, ahead of CRAN 1.23.0 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): 97%
Median days to close, 50 most recently updated closed issues: 4
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-08-08 · 242026-10-05 · 26

How these are measured

PracticesBeta

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

Checks run against github.com/larmarange/broom.helpers on 2026-10-11.

Continuous integration (3)

GitHub ActionsR CMD check workflowTravis CI (config file)

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

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-08-21 · The repository has a site deploy workflow

pkgdown site last built 2026-08-21

Coverage (1)

Coverage reporting (Codecov)

Reproducibility and dev environment (1)

data-raw/

Show all practicesHide 2 practices

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (3)

lintrLint workflowRStudio project

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

Dependencies

Declared dependencies

59 external dependencies (excludes base and recommended)

Installing broom.helpers adds 36 packages (19 with compiled code, 22 MB of source tarballs). Heaviest: stringi 11 MB, vctrs 1.0 MB, dplyr 902 KB.

Depends (1)

R >= 4.1

Imports (13)

broom cards cli dplyr labelled lifecycle purrr rlangstatsstringr tibble tidyr tidyselect

LinkingTo (0)

none

Suggests (52)

betareg biglm brms broom.mixed cmprsk covrdatasetseffects emmeans fixest forcats gam gee geepack ggplot2 ggeffects ggstats (>= 0.2.1)glmmTMB glmtoolbox glue gt gtsummary knitr lavaan lfe lme4 logitr marginaleffects marginsMASSmgcvmice mmrm multgeennetordinal parameters parsnip patchwork plm pscl quantreg rmarkdown rstanarm scales spelling surveysurvivaltestthat tidycmprsk VGAM svyVGAM

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

0indirect

Imports 7

Suggested by 18

Show all 25 packagesHide all 25 packages

Depends, Imports or LinkingTo, most downloaded first

guideR BasicStatsPlots tidyCDISC bregr gtregression regport SocialFacts

Suggests, most downloaded first

GGally ggstats gtsummary cardx mmrm tidycmprsk logitr dcurves simstudy parglm descriptio crane pubh siera EpiQuestionR smdi epitabulate sumExtras

How these are counted

Code & Tests

Datasets

People & History

People (2)

Joseph Larmarange

Author, Maintainer since 1.0.0 (2020)

Daniel D. Sjoberg

Author

Releases (25)

Pick two releases to compare their code metrics.

1.23.0Latest
record
2026-08-20 · current release · diff ↗ ·
added 1 export
tidy_coxphms
R
R 4.6.0 released · 2026-04-24
1.22.0
record
2025-09-17 · diff ↗ ·
removed 4 exports
.formula_list_to_named_list, .generic_selector, .is_selector_scoped, .select_to_varnames
1.21.0
record
2025-04-24 · diff ↗ ·
added 1 export
tidy_svy_vglm
R
R 4.5.0 released · 2025-04-11
1.20.0
record
2025-03-06 · diff ↗ ·
added 3 exports
auto_group_by, tidy_group_by, tidy_vgam
1.19.0
record
2025-01-29 · diff ↗
1.18.0
record
2025-01-07 · diff ↗
1.17.0
record
2024-08-28 · diff ↗ ·
added 2 exports
scope_tidy, where
1.16.0
record
2024-08-20 · diff ↗ ·
removed 1 export
%>%
R
R 4.4.0 released · 2024-04-24
1.15.0
record
2024-04-05 · diff ↗
1.14.0
record
2023-08-07 · diff ↗ ·
added 1 export
tidy_zeroinfl
R
R 4.3.0 released · 2023-04-21
1.13.0
record
2023-03-28 · diff ↗
1.12.0
record
2023-02-09 · diff ↗ ·
added 11 exports
model_get_response_variable, model_list_higher_order_variables, plot_marginal_predictions, seq_range, tidy_avg_comparisons, tidy_avg_slopes, tidy_marginal_contrasts, tidy_marginal_means, tidy_marginal_predictions, variables_to_contrast, variables_to_predict

Show 16 earlier eventsHide 16 earlier events

1.11.0
record
2023-01-06 · diff ↗ ·
added 6 exports
model_get_pairwise_contrasts, tidy_add_pairwise_contrasts, tidy_all_effects, tidy_broom, tidy_ggpredict, tidy_margins
1.10.0
record
2022-11-30 · diff ↗ ·
added 2 exports
.get_all_packages_dependencies, tidy_multgee
1.9.0
record
2022-09-23 · diff ↗ ·
added 1 export
.get_package_dependencies
1.8.0
record
2022-07-06 · diff ↗ ·
added 1 export
.is_selector_scoped
1.7.0
record
2022-04-22 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.6.0
record
2022-01-12 · diff ↗
1.5.0
record
2021-12-07 · diff ↗ ·
added 2 exports
.assert_package, .get_min_version_required
1.4.0
record
2021-09-30 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.3.0
record
2021-04-10 · diff ↗ ·
added 3 exports
model_get_assign, tidy_parameters, tidy_with_broom_or_parameters
1.2.1
record
2021-02-26 · diff ↗
1.2.0
record
2021-02-22 · diff ↗ ·
added 10 exports
all_ran_pars, all_ran_vals, model_compute_terms_contributions, model_get_n, model_get_offset, model_get_response, model_get_terms, model_get_weights, tidy_add_n, tidy_disambiguate_terms
1.1.0
record
2020-11-24 · diff ↗ ·
added 27 exports
.clean_backticks, .escape_regex, .formula_list_to_named_list, .generic_selector, .select_to_varnames, all_categorical, all_continuous, all_contrasts, all_dichotomous, all_interaction, all_intercepts, all_of, any_of, contains, ends_with, everything, last_col, matches, model_get_coefficients_type, model_get_model, model_get_nlevels, num_range, one_of, starts_with, tidy_add_coefficients_type, tidy_select_variables, vars
1.0.0
record
2020-09-18
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-09-18
Total releases: 25 / 6 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1
Bundled data: 1.3 KB / 1 file
Download size: 200 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("broom.helpers")

Format

Larmarange, J., & Sjoberg, D. D. (2026). broom.helpers: Helpers for Model Coefficients Tibbles (Version 1.23.0) [Computer software]. https://doi.org/10.32614/CRAN.package.broom.helpers

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 broom.helpers version 1.23.0 [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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