tidytext

0.4.3

Text Mining using 'dplyr', 'ggplot2', and Other Tidy Tools

62packages depend

644.9Kdownloads / year

86.4%test coverage

13/13checks pass

Overview

About

Maintained by Julia SilgeFirst published 2019-06-1426 releasesCRAN page ↗GitHub ↗

Using tidy data principles can make many text mining tasks easier, more effective, and consistent with tools already in wide use. Much of the infrastructure needed for text mining with tidy data frames already exists in packages like 'dplyr', 'broom', 'tidyr', and 'ggplot2'. In this package, we provide functions and supporting data sets to allow conversion of text to and from tidy formats, and to switch seamlessly between tidy tools and existing text mining packages.

Install

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

install.packages("tidytext", 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("juliasilge/tidytext")

Development version from juliasilge/tidytext. 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-tidytext

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-tidytext

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-tidytext

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

Health

CRAN checks

13OK

Slowest check: 4.3 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 1.14

86.4%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 594 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 100%
Return-value docs: 21%
References docs: 0%

Downloads

644.9K

CRAN downloads in the past year

Rank #548 · ~1.8K/day · ~53.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

33.2K30 days

136.1K90 days

644.9K1 year

Compare downloads with other packages →

Also on1.9K r2u42 autocran6.2K conda_forge346 c2d4u

Repository

GitHub ↗ juliasilge/tidytext

1,201Stars

182Forks

8Open issues

0Open PRs

23Releases

798Commits

36Contributors

text-miningrtidyversetidy-datanatural-language-processing

798 commits · Last activity 2026-06-27 · +0.1% stars, 30d

Stars over time

2025-07-19 · 1,1762026-07-16 · 1,202

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/juliasilge/tidytext on 2026-07-19.

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

Research and citation (1)

JOSS paper

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

33 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (13)

cli dplyr generics janeaustenr lifecycleMatrixmethodspurrr rlang stringr tibble tokenizers vctrs

LinkingTo (0)

none

Suggests (22)

broom covr data.table ggplot2 hunspell knitr mallet NLP quanteda readr reshape2 rmarkdown scales stm stopwords testthat textdata tidyr tm topicmodels vdiffr wordcloud

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

62direct

2indirect

and 14 more packages.

Code & Tests

Datasets

People & History

People (9)

Maintainer (1)

Julia Silge

Author, Maintainer

Authors (2)

Julia Silge

Author, Maintainer

David Robinson

Author

Contributors (7)

Gabriela De Queiroz

Contributor

Jeff Erickson

Contributor · added in 0.2.0

Colin Fay

Contributor · added in 0.2.3

Emil Hvitfeldt

Contributor · added in 0.1.9

Os Keyes

Contributor · added in 0.1.8

Tim Mastny

Contributor · added in 0.2.1

Kanishka Misra

Contributor · added in 0.1.8

Listed in earlier versions (1)

Oliver Keyes

no longer listed · 0.1.3 to 0.1.7

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.4.3Latest
2025-07-25 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.4.2
2024-04-10 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.4.1
2023-01-08 · diff ↗
0.4.0
2022-12-20 · diff ↗
0.3.4
2022-08-20 · diff ↗
0.3.3
2022-05-09 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.3.2
2021-09-30 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.3.1
2021-04-10 · diff ↗
0.3.0
2021-01-06 · diff ↗
0.2.6
2020-09-20 · diff ↗

Show 24 earlier events

0.2.5
2020-07-11 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.2.4
2020-04-17 · diff ↗
0.2.3
2020-03-04 · diff ↗
0.2.2
2019-07-29 · diff ↗
unarchivedReturned to CRAN
2019-07-29
0.2.1
2019-06-14 · diff ↗
removedRemoved from CRAN
2019-06-14
license conflicts
R
R 3.6.0 released · 2019-04-26
0.2.0
2018-10-17 · diff ↗
0.1.9
2018-05-29 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.8
2018-03-21 · diff ↗
0.1.7
2018-02-19 · diff ↗
0.1.6
2018-01-07 · diff ↗
0.1.5
2017-11-18 · diff ↗
0.1.4
2017-09-29 · diff ↗
0.1.3
2017-06-19 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1.2
2016-10-28 · diff ↗
0.1.1
2016-06-25 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.1.0
2016-04-28
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2019-06-14
Total releases: 26 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 2.10
Bundled data: 875 KB / 4 files
Download size: 2.6 MB
Installed size: not tracked yet
With dependencies: not tracked yet

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