R Observatory: Metrics for tidymodels version 1.5.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

tidymodels

1.5.0Package record

Easily Install and Load the 'Tidymodels' Packages

6packages dependsuggested by 31

1Mdownloads / year

26.7%test coverage

13/13flavors OK

Overview

About

Maintained by Max KuhnCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

The tidy modeling "verse" is a collection of packages for modeling and statistical analysis that share the underlying design philosophy, grammar, and data structures of the tidyverse.

Changes in 1.5.0

Updated versions

From NEWS.md in the release

Install

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

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

Development version from tidymodels/tidymodels. 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-tidymodels

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-tidymodels

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-tidymodels

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: 3.4 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.5.0

READMEYes · 378 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.5.0Citation fileYes · software entry onlyWebsiteYes · pkgdown

Help pages: 7 (1 internal)includes a package overview page
Examples that run: 80%4 run in a plain check · 1 never run
Exported functions with examples: 83%
Documented parameters: 100%
Return-value docs: 17%
Help pages citing references: 0%

Vignettes (1)

Using tags

How these are measured

Downloads

1M

CRAN downloads in the past year

Rank #343 · ~2.8K/day · ~86.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

85K30 days

286.9K90 days

1M1 year

Compare downloads with other packages →

Also on9.1K r2u3 autocran35.8K conda_forge166 c2d4u

How downloads are counted

Repository

tidymodels/tidymodels ↗Organization: tidymodels

821Stars

78Forks

6Open issues

1Open PRs

15Releases

281Commits

18Commit identities

281 commits · Last activity 2026-09-17 · +0.1% stars, 30d · Default branch at 1.5.0.9000, ahead of CRAN 1.5.0 (checked 2026-10-22)

Responsiveness

How these are sampled

PRs merged (all time): 92%
Median days to close, 50 most recently updated closed issues: 8
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-19 · 7992026-10-01 · 821

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/tidymodels/tidymodels on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

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

Governance and community (3)

Code of conductContributing guideCODEOWNERS

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-09-17 · The repository has a site deploy workflow

pkgdown site last built 2026-04-23

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (1)

revdep/

Lint, format, editor (3)

AirVS CodeRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

27 external dependencies (excludes base and recommended)

Installing tidymodels adds 101 packages (46 with compiled code, 84 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 4.1

Imports (21)

broom cli conflicted dials dplyr ggplot2 hardhat infer modeldata parsnip (>= 1.5.0)purrr recipes rlang rsample rstudioapi tailor tidyr tune workflows workflowsets yardstick

LinkingTo (0)

none

Suggests (6)

covr glue knitr rmarkdown testthat xml2

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

6direct

6indirect

Depends 2 · Imports 4

Suggested by 31

Show all 37 packagesHide all 37 packages

Depends, Imports or LinkingTo, most downloaded first

modeltime tidysdm rUM OddsPlotty sae.projection imanr

Suggests, most downloaded first

How these are counted

Code & Tests

People & History

People (3)

Max Kuhn

Author, Maintainer · added in 0.0.3

Hadley Wickham

Author

Posit Software, PBC

Copyright holder, Funder · added in 1.1.0

Maintainer since 0.0.1 (2018)

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 1.0.0

Releases (17)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.5.0Latest
record
2026-04-23 · current release · diff ↗
1.4.1
record
2025-09-08 · diff ↗
1.4.0
record
2025-09-05 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.3.0
record
2025-02-21 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2.0
record
2024-03-25 · diff ↗
1.1.1
record
2023-08-24 · diff ↗
1.1.0
record
2023-05-01 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.0
record
2022-07-13 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.0
record
2022-03-19 · diff ↗
0.1.4
record
2021-10-01 · diff ↗
R
R 4.1.0 released · 2021-05-18

Show 10 earlier eventsHide 10 earlier events

0.1.3
record
2021-04-19 · diff ↗ ·
added 1 export
tidymodels_prefer
0.1.2
record
2020-11-22 · diff ↗
0.1.1
record
2020-07-14 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.1.0
record
2020-02-16 · diff ↗
0.0.3
record
2019-10-05 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.0.2
record
2018-11-27 · diff ↗
0.0.1
record
2018-07-27
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-27
Total releases: 17 / 8 yrs
License: MIT + file LICENSE OSI · relicensed from GPL-3 | file LICENSE in 0.1.3
Minimum R: ≥ 4.1
Download size: 47 KB

Appears in task views

Databases with R Machine Learning & Statistical Learning Analysis of Spatial Data

Cite

Cite this package

Run in R for the authors' entry:

citation("tidymodels")

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

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 tidymodels version 1.5.0 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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