R Observatory: Metrics for datacleanr version 1.0.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

datacleanr

1.0.5Package record

Interactive and Reproducible Data Cleaning

0packages depend

3.5Kdownloads / year

7.6%test coverage

13/13flavors OK

Overview

About

Maintained by Alexander HurleyCRAN page ↗GitHub ↗Issues ↗

Flexible and efficient cleaning of data with interactivity. 'datacleanr' facilitates best practices in data analyses and reproducibility with built-in features and by translating interactive/manual operations to code. The package is designed for interoperability, and so seamlessly fits into reproducible analyses pipelines in 'R'.

Changes in 1.0.5

updated internal make_group_table() to account for deprecation of .data in tidyselect
fixed NAMESPACE issue (removed htmltools)
fixed Rd link for plotly
added documentation for installation issues related to magick on Ubuntu

From NEWS.md in the release

Install

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

install.packages("datacleanr", 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("the-Hull/datacleanr")

Development version from the-Hull/datacleanr. 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-datacleanr

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-datacleanr

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-datacleanr

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: 1.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
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 1.0.5

READMEYes · 970 wordsVignettesNoNEWSYes · 100% structured · mentions 1.0.5Citation fileNo

Help pages: 55 (2 internal)includes a package overview page
Examples that run: 100%1 run in a plain check
Exported functions with examples: 33%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

How these are measured

Downloads

3.5K

CRAN downloads in the past year

Rank #10,781 · ~10/day · ~295/mo

Releases R versions

Daily download trend is not available in this view yet.

39630 days

96990 days

3.5K1 year

Compare downloads with other packages →

Also on78 r2u8 autocran

How downloads are counted

Repository

the-hull/datacleanr ↗Account: the-Hull

23Stars

5Forks

3Open issues

0Open PRs

5Releases

222Commits

2Commit identities

reproducibilityoutlier-detectionoutlier-removalannotation-tooldata-cleaning

License file reads as GPL-3.0 · 222 commits · Last activity 2025-05-08 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 50%
Median days to close, 50 most recently updated closed issues: 53
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-05-21 · 222026-07-07 · 23

How these are measured

PracticesBeta

14 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/the-hull/datacleanr on 2026-10-21.

Continuous integration (4)

GitHub ActionsR CMD check workflowTravis CI (config file)CircleCI

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (4)

Code of conductContributing guideIssue templatesSupport guide

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-05-08 · The repository has a site deploy workflow

CRAN release process (1)

cran-comments.md

Show all practicesHide 1 practice

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Installing datacleanr adds 86 packages (47 with compiled code, 79 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.

Depends (1)

R >= 3.6

Imports (23)

shiny summarytools dplyr rlang DT magrittr plotly (>= 4.9.2.1)grDevicesstatspurrr glue formatR RColorBrewer clipr rstudioapiutilslubridate shinyWidgets htmlwidgetstoolsfs (>= 1.5.0)shinyFiles bslib

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (3)

Alexander Hurley

Christoforos Pappas

Contributor

Richard Peters

Contributor

Releases (5)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.5Latest
record
2025-05-10 · current release · diff ↗
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
1.0.3
record
2021-11-18 · diff ↗
1.0.2
record
2021-11-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
record
2021-02-10 · diff ↗
1.0.0
record
2020-11-02
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-02
Total releases: 5 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6
Download size: 113 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("datacleanr")

Format

Hurley, A., Pappas, C., & Peters, R. (2025). datacleanr: Interactive and Reproducible Data Cleaning (Version 1.0.5) [Computer software]. https://doi.org/10.32614/CRAN.package.datacleanr

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 datacleanr version 1.0.5 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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