R Observatory: Metrics for forcats version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

forcats

1.0.1

Tools for Working with Categorical Variables (Factors)

376packages depend

7.4Mdownloads / year

99.6%test coverage

13/13checks pass

Overview

About

Maintained by Hadley WickhamFirst published 2016-08-2910 releasesCRAN page ↗GitHub ↗

Helpers for reordering factor levels (including moving specified levels to front, ordering by first appearance, reversing, and randomly shuffling), and tools for modifying factor levels (including collapsing rare levels into other, 'anonymising', and manually 'recoding').

Install

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

install.packages("forcats", 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("tidyverse/forcats")

Development version from tidyverse/forcats. 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-forcats

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

# 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-forcats

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-forcats

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

Health

CRAN checks

13OK

Slowest check: 1.8 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.69

99.6%

Coverage · measured lines

97%

Documentation · exports

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 301 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 97%
Return-value docs: 19%
References docs: 0%

Downloads

7.4M

CRAN downloads in the past year

Rank #142 · ~20.3K/day · ~618.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

357.2K30 days

1.2M90 days

7.4M1 year

Compare downloads with other packages →

Also on76.9K r2u148 autocran975.8K conda_forge15.9K c2d4u

Repository

GitHub ↗ tidyverse/forcats

558Stars

135Forks

21Open issues

6Open PRs

10Releases

383Commits

59Contributors

rfactortidyverse

383 commits · Last activity 2026-02-02 · -0.2% stars, 30d

Stars over time

2025-06-01 · 5482026-07-28 · 558

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/tidyverse/forcats on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (3)

AirVS CodeRStudio project

Coverage (2)

Codecov.covrignore

Governance and community (3)

Issue templatesCODEOWNERSSupport guide

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (6)

cli glue lifecycle magrittr rlang tibble

LinkingTo (0)

none

Suggests (8)

covr dplyr ggplot2 knitr readr rmarkdown testthat (>= 3.0.0)withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

376direct

800indirect

and 328 more packages.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Hadley Wickham

Author, Maintainer

Authors (1)

Hadley Wickham

Author, Maintainer

Copyright holders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.0.1

Funders (1)

Posit Software, PBC

Copyright holder, Funder · added in 1.0.1

Listed in earlier versions (1)

RStudio

no longer listed · 0.1.0 to 1.0.0

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0.1Latest
2025-09-25 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0.0
2023-01-29 · diff ↗
0.5.2
2022-08-20 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.5.1
2021-01-27 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.5.0
2020-03-01 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.4.0
2019-02-17 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.3.0
2018-02-19 · diff ↗

Show 5 earlier events

R
R 3.4.0 released · 2017-04-21
0.2.0
2017-01-23 · diff ↗
0.1.1
2016-09-16 · diff ↗
0.1.0
2016-08-29
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-08-29
Total releases: 10 / 10 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Bundled data: 72 KB / 1 file
Download size: 288 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("forcats")

Format

Wickham, H., & Posit Software, PBC. (2025). forcats: Tools for Working with Categorical Variables (Factors) (Version 1.0.1) [Computer software]. https://doi.org/10.32614/CRAN.package.forcats

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 forcats version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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