R Observatory: Metrics for modelsummary version 2.6.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

modelsummary

2.6.0Package record

Summary Tables and Plots for Statistical Models and Data: Beautiful, Customizable, and Publication-Ready

3packages dependsuggested by 29

467.8Kdownloads / year

0.3%test coverage

13/13flavors OK

Overview

About

Maintained by Vincent Arel-BundockCRAN page ↗GitHub ↗Website ↗Issues ↗

Create beautiful and customizable tables to summarize several statistical models side-by-side. Draw coefficient plots, multi-level cross-tabs, dataset summaries, balance tables (a.k.a. "Table 1s"), and correlation matrices. This package supports dozens of statistical models, and it can produce tables in HTML, LaTeX, Word, Markdown, PDF, PowerPoint, Excel, RTF, JPG, or PNG. Tables can easily be embedded in 'Rmarkdown' or 'knitr' dynamic documents. Details can be found in Arel-Bundock (2022) doi:10.18637/jss.v103.i01.

Install

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

install.packages("modelsummary", 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("vincentarelbundock/modelsummary")

Development version from vincentarelbundock/modelsummary. 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-modelsummary

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-modelsummary

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-modelsummary

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: 3.1 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.6.0

READMEYes · 868 wordsVignettes· In the repository, left out of the releaseNEWSYes · 100% structured · does not mention 2.6.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Cites a JSS article

Help pages: 77 (54 internal)
Examples that run: 100%20 run in a plain check (17 of them under a condition)
Exported functions with examples: 32%
Documented parameters: 73%
Return-value docs: 10%
Help pages citing references: 14%

How these are measured

Downloads

467.8K

CRAN downloads in the past year

Rank #674 · ~1.3K/day · ~39K/mo

Releases R versions

Daily download trend is not available in this view yet.

31.9K30 days

80.8K90 days

467.8K1 year

Compare downloads with other packages →

Also on6K r2u4 autocran6K conda_forge116 c2d4u

How downloads are counted

Repository

vincentarelbundock/modelsummary ↗Account: vincentarelbundock

953Stars

83Forks

1Open issues

0Open PRs

14Releases

2,037Commits

26Commit identities

2,037 commits · Last activity 2026-10-06 · +0.2% stars, 30d · Default branch at 2.6.0.8, ahead of CRAN 2.6.0 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 80%
Median days to close, 50 most recently updated closed issues: 3
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-20 · 9332026-10-15 · 953

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/vincentarelbundock/modelsummary on 2026-10-18.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Governance and community (1)

Issue templates

Docs source (3)

README.qmdaltdoc

GitHub Pages site last deployed 2026-10-06

Coverage (2)

Coverage reporting (Codecov).covrignore

Show all practicesHide 2 practices

Reproducibility and dev environment (1)

Makefile

Lint, format, editor (1)

lintr

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-08-04
Named in .gitignore: .claude
Pull request it wrote: opened by a project member
Commits: at least 11 crediting it in the message

Models named in its commits

Claude Opus 58 commits · Aug 2026
Claude Opus 4.81 commit · Aug 2026
Claude Opus 5.51 commit · Oct 2026
Claude Sonnet 51 commit · Aug 2026

Counts are commits, not lines of code. Commits by a tool's accounts count once across all of its accounts. Commits crediting it are the largest count among its credit lines, a minimum.How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

74 external dependencies (excludes base and recommended)

Installing modelsummary adds 22 packages (11 with compiled code, 14 MB of source tarballs). Heaviest: data.table 5.7 MB, performance 1.9 MB, insight 1.2 MB.

Depends (1)

R >= 4.1.0

Imports (10)

checkmate data.table generics glue insightmethodsparameters performance tables tinytable (>= 0.16.0)

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

Imports 3

Suggested by 29

Show all 32 packagesHide all 32 packages

Depends, Imports or LinkingTo, most downloaded first

panelsummary Dyn4cast Rbearcat

Suggests, most downloaded first

How these are counted

Code & Tests

People & History

People (8)

Vincent Arel-Bundock

Author, Maintainer since 0.1.0 (2019)

Nathan Eastwood

Contributor · added in 0.8.0

Benjamin Elbers

Contributor · added in 0.8.0

Joachim Gassen

Contributor · added in 0.7.0

Nick Huntington-Klein

Contributor · added in 0.7.0

Grant McDermott

Contributor · added in 0.9.2

Moritz Schwarz

Contributor · added in 0.8.0

Lukas Wallrich

Contributor · added in 0.9.6

Releases (48)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
2.6.0Latest
record
2026-02-13 · current release · diff ↗
2.5.0
record
2025-08-25 · diff ↗
2.4.0
record
2025-06-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.3.0
record
2025-02-02 · diff ↗ ·
removed 1 export
modelsummary_wide
2.2.0
record
2024-09-02 · diff ↗ ·
added 1 export
fmt_equivalence
2.1.1
record
2024-06-14 · diff ↗
2.1.0
record
2024-05-19 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.0.0
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2024-03-31 · diff ↗
1.4.5
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2024-02-17 · diff ↗
1.4.3
record
2023-10-15 · diff ↗
1.4.2
record
2023-08-25 · diff ↗
1.4.1
record
2023-05-19 · diff ↗ ·
added 1 export
fmt_sci
1.4.0
record
2023-04-26 · diff ↗ ·
added 1 export
config_modelsummary

Show 40 earlier eventsHide 40 earlier events

R
R 4.3.0 released · 2023-04-21
1.3.0
record
2023-01-05 · diff ↗ ·
added 5 exports
fmt_decimal, fmt_significant, fmt_sprintf, fmt_statistic, fmt_term
1.2.0
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2022-11-26 · diff ↗ ·
removed 2 exports
escape_html, escape_latex
1.1.0
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2022-10-20 · diff ↗ ·
removed 1 export
hush

added 1 export
update_modelsummary
1.0.2
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2022-07-17 · diff ↗
1.0.1
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2022-07-13 · diff ↗ ·
added 1 export
hush
1.0.0
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2022-06-29 · diff ↗
0.11.1
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2022-06-12 · diff ↗
0.11.0
record
2022-06-06 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.10.0
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2022-04-14 · diff ↗
0.9.6
record
2022-02-25 · diff ↗
0.9.5
record
2022-01-10 · diff ↗
0.9.4
record
2021-11-05 · diff ↗
0.9.3
record
2021-11-02 · diff ↗
0.9.2
record
2021-09-29 · diff ↗
0.9.1
record
2021-08-12 · diff ↗
0.9.0
record
2021-08-12 · diff ↗ ·
added 2 exports
escape_html, escape_latex
0.8.1
record
2021-06-17 · diff ↗
0.8.0
record
2021-05-21 · diff ↗ ·
added 2 exports
datasummary_crosstab, dsummary
R
R 4.1.0 released · 2021-05-18
0.7.0
record
2021-04-20 · diff ↗ ·
added 4 exports
datasummary_correlation_format, dvnames, glance, tidy
0.6.6
record
2021-02-16 · diff ↗ ·
added 1 export
coef_rename
0.6.5
record
2021-01-07 · diff ↗ ·
removed 1 export
extract_models

added 3 exports
get_estimates, get_gof, supported_models
0.6.4
record
2020-12-15 · diff ↗ ·
removed 1 export
%>%

added 2 exports
N, extract_models
0.6.3
record
2020-10-25 · diff ↗ ·
added 1 export
modelsummary_wide
0.6.2
record
2020-09-29 · diff ↗ ·
removed 3 exports
DinM, datasummary_extract, override_statistic

added 1 export
datasummary_df
0.6.1
record
2020-09-04 · diff ↗
0.6.0
record
2020-09-03 · diff ↗ ·
removed 1 export
extract

added 16 exports
AllObs, Arguments, DropEmpty, Factor, Format, Heading, Multicolumn, Paste, Percent, PlusMinus, RowFactor, RowNum, colLabels, labelSubset, override_statistic, rowLabels
0.5.1
record
2020-08-03 · diff ↗
0.5.0
record
2020-07-05 · diff ↗ ·
removed 3 exports
clean_latex, glance_more, knit_latex

added 24 exports
All, DinM, Histogram, Max, Mean, Median, Min, NPercent, NUnique, Ncol, P0, P100, P25, P50, P75, PercentMissing, SD, Var, datasummary, datasummary_balance, datasummary_correlation, datasummary_extract, datasummary_skim, modelplot
0.4.1
record
2020-06-17 · diff ↗ ·
added 1 export
glance_more
0.4.0
record
2020-06-13 · diff ↗ ·
removed 2 exports
glance, tidy

added 2 exports
glance_custom, tidy_custom
0.3.0
record
2020-05-26 · diff ↗
0.2.1
record
2020-04-30 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.2.0
record
2020-04-05 · diff ↗
0.1.1
record
2020-02-07 · diff ↗ ·
added 1 export
clean_latex
0.1.0
record
2019-07-15
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-07-15
Total releases: 48 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.1.0
Download size: 3.0 MB

Appears in task views

Econometrics Mixed, Multilevel, and Hierarchical Models in R

Cite

Cite this package

Run in R for the authors' entry:

citation("modelsummary")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v103.i01.

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 modelsummary version 2.6.0 [Data set]. HJJB, LLC. Data release v2026-10-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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