R Observatory: Metrics for widyr version 0.1.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

widyr

0.1.5Package record

Widen, Process, then Re-Tidy Data

3packages depend

36.4Kdownloads / year

60.1%test coverage

13/13flavors OK

Overview

About

Maintained by Julia SilgeCRAN page ↗GitHub ↗Website ↗Issues ↗

Encapsulates the pattern of untidying data into a wide matrix, performing some processing, then turning it back into a tidy form. This is useful for several operations such as co-occurrence counts, correlations, or clustering that are mathematically convenient on wide matrices.

Changes in 0.1.5

Change maintainer to Julia Silge
Updates for new Matrix package version (@simonpcouch, #41)
Update use of distinct()

From NEWS.md in the release

Install

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

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

Development version from juliasilge/widyr. 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-widyr

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-widyr

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-widyr

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: 3.0 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.5

READMEYes · 461 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 0.1.5Citation fileNoWebsiteYes · pkgdown

Help pages: 12
Examples that run: 100%11 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 36%
Help pages citing references: 0%

Vignettes (2)

How these are measured

Downloads

36.4K

CRAN downloads in the past year

Rank #2,839 · ~100/day · ~3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.6K30 days

5.1K90 days

36.4K1 year

Compare downloads with other packages →

Also on165 r2u6 autocran1.8K conda_forge

How downloads are counted

Repository

juliasilge/widyr ↗Account: juliasilge

333Stars

28Forks

17Open issues

1Open PRs

3Releases

102Commits

12Commit identities

102 commits · Last activity 2026-03-09 · 0% stars, 30d · Default branch at 0.1.5.9000, ahead of CRAN 0.1.5 (checked 2026-10-18)

Responsiveness

How these are sampled

PRs merged (all time): 67%
Median days to close, 50 most recently updated closed issues: 228
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-10-15 · 3292026-07-25 · 333

How these are measured

PracticesBeta

11 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/juliasilge/widyr on 2026-10-18.

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 2026-03-09 · The repository has a site deploy workflow

pkgdown site last built 2026-03-09

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 2 practices

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

22 external dependencies (excludes base and recommended)

Installing widyr adds 29 packages (18 with compiled code, 25 MB of source tarballs). Heaviest: stringi 11 MB, tidytext 2.6 MB, Rcpp 1.8 MB.

Depends (0)

none

Imports (9)

broom dplyrMatrixpurrr reshape2 rlang tibble tidyr tidytext

LinkingTo (0)

none

Suggests (14)

countrycode covr fuzzyjoin gapminder ggplot2 ggraph igraph irlba janeaustenr knitr maps rmarkdown testthat unvotes

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

Imports 3

Depends, Imports or LinkingTo, most downloaded first

TextAnalysisR margaret SportMiner

How these are counted

Code & Tests

People & History

People (3)

Julia Silge

Author, Maintainer since 0.1.5 (2022) · added in 0.1.3

David Robinson

Author

Kanishka Misra

Contributor · added in 0.1.1

Previously maintained by David Robinson (0.1.0 to 0.1.4).

Releases (6)

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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1.5Latest
record
2022-09-13 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
0.1.4
record
2021-08-12 · diff ↗ ·
added 2 exports
widely_hclust, widely_kmeans
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.1.3
record
2020-04-12 · diff ↗
0.1.2
record
2019-09-09 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
0.1.1
record
2018-03-11 · diff ↗ ·
added 6 exports
pairwise_delta, pairwise_delta_, pairwise_pmi, pairwise_pmi_, widely_svd, widely_svd_
0.1.0
record
2017-08-14
R
R 3.4.0 released · 2017-04-21

Package metadata

First published: 2017-08-14
Total releases: 6 / 9 yrs
License: MIT + file LICENSE OSI
Download size: 318 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("widyr")

Format

Silge, J., Misra, K., & Robinson, D. (2022). widyr: Widen, Process, then Re-Tidy Data (Version 0.1.5) [Computer software]. https://doi.org/10.32614/CRAN.package.widyr

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 widyr version 0.1.5 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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