R Observatory: Metrics for clean version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

clean

2.0.0

Fast and Easy Data Cleaning

0packages depend

7.4Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Matthijs S. BerendsFirst published 2019-07-283 releasesCRAN page ↗GitHub ↗

A wrapper around the new 'cleaner' package, that allows data cleaning functions for classes 'logical', 'factor', 'numeric', 'character', 'currency' and 'Date' to make data cleaning fast and easy. Relying on very few dependencies, it provides smart guessing, but with user options to override anything if needed.

Install

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

install.packages("clean", 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("msberends/cleaner")

Development version from msberends/cleaner. 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-clean

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-clean

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-clean

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

Health

CRAN checks

13OK

Slowest check: 44 s · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

1

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
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 28 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: not tracked
Documented parameters: not tracked
Return-value docs: not tracked
References docs: not tracked

Downloads

7.4K

CRAN downloads in the past year

Rank #6,452 · ~20/day · ~614/mo

Releases R versions

Daily download trend is not available in this view yet.

28030 days

1.3K90 days

7.4K1 year

Compare downloads with other packages →

Also on103 r2u15 autocran

Repository

GitHub ↗ msberends/cleaner

35Stars

2Forks

0Open issues

0Open PRs

9Releases

75Commits

2Contributors

75 commits · Last activity 2025-03-11 · 0% stars, 30d

Stars over time

2025-08-13 · 332026-07-20 · 35

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/msberends/cleaner on 2026-08-23.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

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

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (2)

R >= 3.0.0cleaner

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (1)

Maintainer (1)

Matthijs S. Berends

Author, Maintainer

Authors (1)

Matthijs S. Berends

Author, Maintainer

Listed in earlier versions (1)

Berends

no longer listed · 1.0.0 to 2.0.0

Package Timeline

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

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
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
2.0.0Latest
2020-06-01 · current release · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1.0
2019-08-20 · diff ↗
1.0.0
2019-07-28
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-07-28
Total releases: 3 / 7 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.0.0
Download size: 2.1 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("clean")

Format

Berends, M. S. (2020). clean: Fast and Easy Data Cleaning (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.clean

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 clean version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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