R Observatory: Metrics for textrecipes version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

textrecipes

1.1.0

Extra 'Recipes' for Text Processing

0packages depend

19.9Kdownloads / year

87.1%test coverage

13/13flavors OK

Overview

About

Maintained by Emil HvitfeldtCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

Converting text to numerical features requires specifically created procedures, which are implemented as steps according to the 'recipes' package. These steps allows for tokenization, filtering, counting (tf and tfidf) and feature hashing.

Changes in 1.1.0

Improvements

The following steps has gained the argument sparse. When set to "yes", they will produce sparse vectors. (#277)
step_dummy_hash()
step_texthash()
step_tf()
step_tfidf()

From NEWS.md in the release

Install

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

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

Development version from tidymodels/textrecipes. 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-textrecipes

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-textrecipes

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-textrecipes

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: 5.1 min · r-devel-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 1.1.0

READMEYes · 237 wordsVignettesYes · 3 · dynamicNEWSYes · 100% structured · mentions 1.1.0Citation fileNoWebsiteYes · pkgdown

Help pages: 34 (6 internal)includes a package overview page
Examples that run: 84%21 run in a plain check (20 of them under a condition) · 2 only when donttest examples are enabled (R CMD check --as-cran) · 2 never run
Exported functions with examples: 83%
Documented parameters: 96%
Return-value docs: 86%
Help pages citing references: 6%

Vignettes (3)

How these are measured

Downloads

19.9K

CRAN downloads in the past year

Rank #3,805 · ~54/day · ~1.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.1K30 days

2.5K90 days

19.9K1 year

Compare downloads with other packages →

Also on396 r2u10 autocran4K conda_forge

How downloads are counted

Repository

tidymodels/textrecipes ↗Organization: tidymodels

165Stars

18Forks

18Open issues

0Open PRs

20Releases

898Commits

14Commit identities

898 commits · Last activity 2026-10-15 · 0% stars, 30d · Default branch at 1.1.0.9000, ahead of CRAN 1.1.0 (checked 2026-10-11)

Responsiveness

How these are sampled

PRs merged (all time): 99%
Median days to close, 50 most recently updated closed issues: 12
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-10-06 · 1632026-10-17 · 165

How these are measured

PracticesBeta

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

Checks run against github.com/tidymodels/textrecipes on 2026-10-11.

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 (1)

Code of conduct

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-09 · The repository has a site deploy workflow

pkgdown site last built 2025-03-19

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 3 practices

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (3)

AirVS CodeRStudio project

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

AI coding toolsBeta

This repository shows signs of AI coding tools.

Claude Codefirst seen 2026-08-20
Seen in the repository: .claude, .claude/skills

How this is detected·Detection ruleset v4 (updated 2026-09-27)

Dependencies

Declared dependencies

32 external dependencies (excludes base and recommended)

Installing textrecipes adds 56 packages (29 with compiled code, 45 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (2)

R >= 3.6recipes

Imports (14)

cli lifecycle dplyr generics magrittrMatrixpurrr rlang SnowballC sparsevctrs tibble tokenizers vctrs glue

LinkingTo (0)

none

Suggests (18)

covr data.table dials hardhat janitor knitr modeldata reticulate rmarkdown sentencepiece spacyr stopwords stringi testthat text2vec tokenizers.bpe udpipe wordpiece

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Emil Hvitfeldt

Author, Maintainer since 0.0.1 (2018)

Posit Software, PBC

Copyright holder, Funder · added in 1.0.3

Michael W. Kearney

Copyright holder

author of count_functions

Listed in earlier versions (1)

Michael W.

no longer listed · 1.0.6 to 1.1.0

Releases (22)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.1.0Latest
record
2025-03-18 · current release · diff ↗
1.0.7
record
2025-01-24 · diff ↗ ·
added 1 export
ngram
R
R 4.4.0 released · 2024-04-24
unarchivedReturned to CRAN
2023-11-15
1.0.6
record
2023-11-15 · diff ↗ ·
added 1 export
count_functions
archivedRemoved from CRAN
2023-11-13
issues were not corrected in time
1.0.5
record
2023-10-20 · diff ↗
1.0.4
record
2023-08-17 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.3
record
2023-04-15 · diff ↗
1.0.2
record
2022-12-21 · diff ↗
1.0.1
record
2022-10-06 · diff ↗
1.0.0
record
2022-07-02 · diff ↗
0.5.2
record
2022-05-04 · diff ↗

Show 19 earlier eventsHide 19 earlier events

R
R 4.2.0 released · 2022-04-22
0.5.1
record
2022-03-30 · diff ↗
0.5.0
record
2022-03-20 · diff ↗ ·
added 6 exports
all_tokenized, all_tokenized_predictors, step_dummy_hash, step_tokenize_bpe, step_tokenize_sentencepiece, step_tokenize_wordpiece
0.4.1
record
2021-07-11 · diff ↗ ·
added 1 export
show_tokens
R
R 4.1.0 released · 2021-05-18
0.4.0
record
2020-11-12 · diff ↗ ·
removed 1 export
tunable.step_ngram

added 5 exports
required_pkgs, step_clean_levels, step_clean_names, tidy, tunable
0.3.0
record
2020-07-08 · diff ↗ ·
added 1 export
step_text_normalization
unarchivedReturned to CRAN
2020-05-22
0.2.3
record
2020-05-22 · diff ↗
archivedRemoved from CRAN
2020-05-20
check problems were not corrected in time noLD failure
0.2.2
record
2020-05-10 · diff ↗
0.2.1
record
2020-05-04 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.2.0
record
2020-04-14 · diff ↗ ·
added 5 exports
step_lemma, step_ngram, step_pos_filter, tokenlist, tunable.step_ngram
0.1.0
record
2020-03-05 · diff ↗ ·
removed 2 exports
count_functions, step_word2vec

added 2 exports
step_lda, step_word_embeddings
0.0.2
record
2019-09-07 · diff ↗ ·
added 5 exports
count_functions, step_sequence_onehot, step_textfeature, step_tokenmerge, step_word2vec
R
R 3.6.0 released · 2019-04-26
0.0.1
record
2018-12-18
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-12-18
Total releases: 22 / 8 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Bundled data: 0.3 KB / 1 file
Download size: 150 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("textrecipes")

Format

Hvitfeldt, E., Posit Software, PBC, & Kearney, M. W. (2025). textrecipes: Extra 'Recipes' for Text Processing (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.textrecipes

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 textrecipes version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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