R Observatory: Metrics for wrangle version 0.6.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

wrangle

0.6.4Package record

A Systematic Data Wrangling Idiom

0packages dependsuggested by 1

2.9Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Tim BergsmaCRAN page ↗GitHub ↗Issues ↗

Supports systematic scrutiny, modification, and integration of data. The function status() counts rows that have missing values in grouping columns (returned by na() ), have non-unique combinations of grouping columns (returned by dup() ), and that are not locally sorted (returned by unsorted() ). Functions enumerate() and itemize() give sorted unique combinations of columns, with or without occurrence counts, respectively. Function ignore() drops columns in x that are present in y, and informative() drops columns in x that are entirely NA; constant() returns values that are constant, given a key. Data that have defined unique combinations of grouping values behave more predictably during merge operations.

Install

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

install.packages("wrangle", 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("bergsmat/wrangle")

Development version from bergsmat/wrangle. 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-wrangle

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-wrangle

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-wrangle

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Tim Bergsma <bergsmat@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Tim",
                    family = "Bergsma",
                    role = c("aut", "cre"),
                    email = "bergsmat@gmail.com")
as necessary.

CRAN check page ↗

Slowest check: 1.2 min · r-oldrel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.6.4

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 28 (11 internal)
Examples that run: 100%10 run in a plain check
Exported functions with examples: 31%
Documented parameters: 100%
Return-value docs: 31%
Help pages citing references: 0%

How these are measured

Downloads

2.9K

CRAN downloads in the past year

Rank #13,475 · ~8/day · ~245/mo

Releases R versions

Daily download trend is not available in this view yet.

32930 days

86490 days

2.9K1 year

Compare downloads with other packages →

Also on89 r2u2 autocran112 c2d4u

How downloads are counted

Repository

bergsmat/wrangle ↗Account: bergsmat

3Stars

2Forks

0Open issues

2Open PRs

0Releases

26Commits

3Commit identities

26 commits · Last activity 2024-10-25 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 0%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-04-14 · 32026-07-07 · 3

How these are measured

PracticesBeta

Checks run against github.com/bergsmat/wrangle on 2026-10-21.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Installing wrangle adds 20 packages (12 with compiled code, 18 MB of source tarballs). Heaviest: stringi 11 MB, vctrs 1.0 MB, dplyr 902 KB.

Depends (0)

none

Imports (4)

dplyr tidyr magrittr rlang

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

nonmemica

How these are counted

Code & Tests

People & History

People (from the free-text Author field) (1)

Tim Bergsma

Maintainer since 0.3 (2017)

Releases (10)

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
0.6.4Latest
record
2024-03-29 · current release · diff ↗
0.6.3
record
2023-08-24 · diff ↗ ·
removed 1 export
key

added 1 export
misplaced
R
R 4.3.0 released · 2023-04-21
0.5.10
record
2023-01-10 · diff ↗
0.5.8
record
2023-01-06 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.5.7
record
2022-01-03 · diff ↗ ·
removed 1 export
group_by_all
0.5.5
record
2021-12-20 · diff ↗ ·
added 1 export
safe_join
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.5.2
record
2019-04-25 · diff ↗ ·
added 3 exports
dupGroups, key, naGroups
0.5.1
record
2019-02-04 · diff ↗ ·
added 1 export
constant

Show 5 earlier eventsHide 5 earlier events

R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.4
record
2017-04-14 · diff ↗
0.3
record
2017-02-20
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-02-20
Total releases: 10 / 9 yrs
License: GPL-3 OSI
Download size: 8.9 KB

Appears in task views

Missing Data

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("wrangle")

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 wrangle version 0.6.4 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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