broom

1.0.13

Convert Statistical Objects into Tidy Tibbles

358packages depend

8.9Mdownloads / year

86.3%test coverage

13/13checks pass

Overview

About

Maintained by Emil HvitfeldtFirst published 2014-11-2345 releasesCRAN page ↗GitHub ↗

Summarizes key information about statistical objects in tidy tibbles. This makes it easy to report results, create plots and consistently work with large numbers of models at once. Broom provides three verbs that each provide different types of information about a model. tidy() summarizes information about model components such as coefficients of a regression. glance() reports information about an entire model, such as goodness of fit measures like AIC and BIC. augment() adds information about individual observations to a dataset, such as fitted values or influence measures.

Install

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

install.packages("broom", 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("tidymodels/broom")

Development version from tidymodels/broom. 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

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-broom

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

Health

CRAN checks

13OK

Slowest check: 9.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.44

86.3%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-16
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-04-23
13 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 433 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 57%
References docs: 1%

Downloads

8.9M

CRAN downloads in the past year

Rank #115 · ~24.5K/day · ~744K/mo

Releases R versions

Daily download trend is not available in this view yet.

495.7K30 days

1.9M90 days

8.9M1 year

Compare downloads with other packages →

Also on164.4K r2u182 autocran873.6K conda_forge5.5K c2d4u

Repository

GitHub ↗ tidymodels/broom

1,523Stars

304Forks

12Open issues

6Open PRs

41Releases

1,944Commits

156Contributors

rtidy-datamodeling

1,944 commits · Last activity 2026-05-14 · +0.3% stars, 30d

Stars over time

2025-07-09 · 1,4792026-07-12 · 1,522

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tidymodels/broom on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (3)

AirVS CodeRStudio project

Coverage (1)

Codecov

Governance and community (1)

CODEOWNERS

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

Dependencies

Declared dependencies

85 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (11)

backports cli dplyr generics glue lifecycle purrr rlang stringr tibble tidyr

LinkingTo (0)

none

Suggests (81)

AER AUC bbmle betareg biglm binGroupbootbtergm car carData caretclustercmprsk coda covr drc e1071 emmeans epiR ergm fixest gam gee geepack ggplot2 glmnet glmnetUtils gmm Hmisc interp irlba joineRML Kendall knitr ks Lahman lavaan leaps lfe lm.beta lme4 lmodel2 lmtest lsmeans maps marginsMASSmclust mediation metafor mfxmgcvmlogit modeldata modeltests muhaz multcomp networknnetordinal plm poLCA psych quantreg rmarkdown robust robustbase rsample sandwich spatialreg spdep speedglm spellingstats4surveysurvivalsystemfit testthat tseries vars zoo

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

358direct

1,108indirect

and 310 more packages.

Code & Tests

People & History

People (128)

Maintainer (1)

Emil Hvitfeldt

Author, Maintainer · added in 1.0.11

Authors (4)

Emil Hvitfeldt

Author, Maintainer · added in 1.0.11

Simon Couch

Author · added in 0.7.0

Alex Hayes

Author · added in 0.5.0

David Robinson

Author · added in 0.3.6

Contributors (123)

Vincent Arel-Bundock

Contributor · added in 0.7.0

Jeffrey Arnold

Contributor · added in 0.4.1

Frederik Aust

Contributor · added in 0.7.0

Mara Averick

Contributor · added in 0.7.0

Shabbh E. Banks

Contributor · added in 0.7.0

Malcolm Barrett

Contributor · added in 0.7.0

Marius Barth

Contributor · added in 0.7.0

Andrew Bates

Contributor · added in 0.7.0

Show 115 more contributors

Andreas Bender

Contributor · added in 0.7.0

Henrik Bengtsson

Contributor · added in 0.7.0

Roger Bivand

Contributor · added in 0.7.0

Michal Bojanowski

Contributor · added in 0.7.0

Ben Bolker

Contributor · added in 0.4.0

Francois Briatte

Contributor · added in 0.4.0

Jason Cory Brunson

Contributor · added in 0.5.0

Jenny Bryan

Contributor · added in 0.7.0

Paul-Christian Buerkner

Contributor · added in 0.7.0

Joyce Cahoon

Contributor · added in 0.7.0

Derek Chiu

Contributor · added in 0.4.4

Ethan Christensen

Contributor · added in 0.7.0

Jorge Cimentada

Contributor · added in 0.5.0

Jasper Cooper

Contributor · added in 0.7.0

Nic Crane

Contributor · added in 0.7.0

Boris Demeshev

Contributor · added in 0.3.6

Bill Denney

Contributor · added in 0.7.0

Karl Dunkle Werner

Contributor · added in 0.5.0

Michelle Evans

Contributor · added in 0.5.0

Brian Fannin

Contributor · added in 0.7.0

Wilson Freitas

Contributor · added in 0.5.0

Jonah Gabry

Contributor · added in 0.4.1

Alessandro Gasparini

Contributor · added in 0.5.0

Laurens Geffert

Contributor · added in 0.7.0

Vilmantas Gegzna

Contributor · added in 0.7.0

Matthieu Gomez

Contributor · added in 0.3.6

Bernie Gray

Contributor · added in 0.7.0

Charles Gray

Contributor · added in 0.7.0

Charles T. Gray

Contributor · added in 0.7.0

Karl Hailperin

Contributor · added in 0.7.0

Hideaki Hayashi

Contributor · added in 0.7.0

Jay Hesselberth

Contributor · added in 0.4.1

Jim Hester

Contributor · added in 0.7.0

Erle Holgersen

Contributor · added in 0.5.0

David Hugh-Jones

Contributor · added in 0.7.0

Simon Jackson

Contributor · added in 0.5.0

Aaron Jacobs

Contributor · added in 0.7.0

Nina Jakobsen

Contributor · added in 0.7.0

Chris Jarvis

Contributor · added in 0.7.0

Luke Johnston

Contributor · added in 0.4.0

Johan Junkka

Contributor · added in 0.7.0

Matthew Kay

Contributor · added in 0.7.0

Patrick Kennedy

Contributor · added in 0.7.0

Lukasz Komsta

Contributor · added in 0.5.0

E Auden Krauska

Contributor · added in 0.7.0

Michael Kuehn

Contributor · added in 0.5.0

Max Kuhn

Contributor · added in 0.7.0

Shiro Kuriwaki

Contributor · added in 0.7.0

Joseph Larmarange

Contributor · added in 0.7.0

Erwan Le Pennec

Contributor · added in 0.7.0

Jasme Lee

Contributor · added in 0.7.9

Matt Lehman

Contributor · added in 0.7.0

Lisa Lendway

Contributor · added in 0.7.0

Matthew Lincoln

Contributor · added in 0.4.3

Tyler Littlefield

Contributor · added in 0.7.0

Greg Macfarlane

Contributor · added in 0.7.0

Hakon Malmedal

Contributor · added in 0.7.0

Brian Mannakee

Contributor · added in 0.7.0

James Martherus

Contributor · added in 0.7.0

Grant McDermott

Contributor · added in 0.7.0

Lily Medina

Contributor · added in 0.7.0

Dieter Menne

Contributor · added in 0.3.7

Angus Moore

Contributor · added in 0.7.0

Jason Muhlenkamp

Contributor · added in 0.7.0

Frederick Novometsky

Contributor · added in 0.5.0

Benjamin Nutter

Contributor · added in 0.3.7

Sergio Oller

Contributor · added in 0.7.0

Hong Ooi

Contributor · added in 0.7.0

Riinu Ots

Contributor · added in 0.7.0

Paul PJ

Contributor · added in 0.7.0

Indrajeet Patil

Contributor · added in 0.7.0

Steven Pav

Contributor · added in 0.7.0

Jens Preussner

Contributor · added in 0.4.1

Ilaria Prosdocimi

Contributor · added in 0.7.11

Alex Reinhart

Contributor · added in 1.0.1

Serina Robinson

Contributor · added in 0.7.0

Josue Rodriguez

Contributor · added in 0.7.0

Yves Rosseel

Contributor · added in 0.7.0

Taren Sanders

Contributor · added in 0.7.10

Ben Schneider

Contributor · added in 0.7.0

Luciano Selzer

Contributor · added in 0.4.1

Gavin Simpson

Contributor · added in 0.4.1

Shreyas Singh

Contributor · added in 0.7.0

Daniel D. Sjoberg

Contributor · added in 0.7.11

Abby Smith

Contributor · added in 0.7.0

Benjamin Soltoff

Contributor · added in 0.7.0

Luke Sonnet

Contributor · added in 0.7.0

Matthieu Stigler

Contributor · added in 0.7.0

Eduard Szocs

Contributor · added in 0.7.0

Eduard Szoecs

Contributor · added in 0.7.0

Hugo Tavares

Contributor · added in 0.7.1

Sven Templer

Contributor · added in 0.7.0

Wei Yang Tham

Contributor · added in 0.7.0

Luis Tobalina

Contributor · added in 0.7.0

Drew Tyre

Contributor · added in 0.7.0

R. Willem Vervoort

Contributor · added in 0.7.1

Lukas Wallrich

Contributor · added in 0.7.0

Alex Wang

Contributor · added in 0.7.0

Annie Wang

Contributor · added in 0.7.0

Clara Wang

Contributor · added in 0.7.0

Clara Wang

Contributor · added in 0.7.0

Michael Weylandt

Contributor · added in 0.7.0

Ben Whalley

Contributor · added in 0.5.0

Karissa Whiting

Contributor · added in 0.7.0

Hadley Wickham

Contributor · added in 0.3.6

Brenton M. Wiernik

Contributor · added in 0.7.1

Jared Wilber

Contributor · added in 0.7.0

Zoe Wilkinson Saldana

Contributor · added in 0.7.0

Nicholas Williams

Contributor · added in 0.7.0

Nick Williams

Contributor · added in 0.7.0

Bruna Wundervald

Contributor · added in 0.7.0

Chuliang Xiao

Contributor · added in 0.7.0

Josh Yamamoto

Contributor · added in 0.7.6

Kevin Zarca

Contributor · added in 0.7.0

Hao Zhu

Contributor · added in 0.7.0

Posit Software, PBC

Funders (1)

Posit Software, PBC

Listed in earlier versions (3)

David Robinson <admiral.david@gmail.com> [aut, cre] Matthieu Gomez <mattg@princeton.edu> [ctb]

no longer listed · 0.3.4 to 0.3.5

Cory Brunson

no longer listed · 0.7.0 to 1.0.1

RStudio

no longer listed · 0.8.0 to 1.0.3

Package Timeline

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

1.0.13Latest
2026-05-14 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.12
2026-01-27 · diff ↗
1.0.11
2025-12-04 · diff ↗
1.0.10
2025-09-13 · diff ↗
1.0.9
2025-07-28 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.8
2025-03-28 · diff ↗
1.0.7
2024-09-26 · diff ↗
1.0.6
2024-05-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.0.5
2023-06-10 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.4
2023-03-11 · diff ↗
1.0.3
2023-01-25 · diff ↗
1.0.2
2022-12-15 · diff ↗

Show 42 earlier events

1.0.1
2022-08-29 · diff ↗
1.0.0
2022-07-01 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.8.0
2022-04-13 · diff ↗
0.7.12
2022-01-29 · diff ↗
0.7.11
2022-01-03 · diff ↗
0.7.10
2021-10-31 · diff ↗
0.7.9
2021-07-27 · diff ↗
0.7.8
2021-06-24 · diff ↗
0.7.7
2021-06-13 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.7.6
2021-04-05 · diff ↗
0.7.5
2021-02-19 · diff ↗
0.7.4
2021-01-29 · diff ↗
0.7.3
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0.7.2
2020-10-20 · diff ↗
0.7.1
2020-10-02 · diff ↗
0.7.0
2020-07-09 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.5.6
2020-04-20 · diff ↗
0.5.5
2020-02-29 · diff ↗
0.5.4
2020-01-27 · diff ↗
0.5.3
2019-12-14 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.5.2
2019-04-07 · diff ↗
0.5.1
2018-12-05 · diff ↗
0.5.0
2018-07-17 · diff ↗
0.4.5
2018-07-03 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.4.4
2018-03-29 · diff ↗
0.4.3
2017-11-20 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.4.2
2017-02-13 · diff ↗
0.4.1
2016-06-24 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.4.0
2015-11-30 · diff ↗
0.3.7
2015-05-06 · diff ↗
R
R 3.2.0 released · 2015-04-16
0.3.6
2015-02-18 · diff ↗
0.3.5
2015-01-05 · diff ↗
0.3.4
2014-11-23
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-11-23
Total releases: 45 / 12 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Download size: 498 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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