R Observatory: Metrics for dataReporter version 1.0.5

Balamuta, James Joseph

dataReporter

1.0.5

Reproducible Data Screening Checks and Report of Possible Errors

0packages depend

4.9Kdownloads / year

53.4%test coverage

13/13checks pass

Overview

About

Maintained by Claus Thorn EkstrømFirst published 2020-12-143 releasesCRAN page ↗GitHub ↗

Data screening is an important first step of any statistical analysis. 'dataReporter' auto generates a customizable data report with a thorough summary of the checks and the results that a human can use to identify possible errors. It provides an extendable suite of test for common potential errors in a dataset. See Petersen AH, Ekstrøm CT (2019). "dataMaid: Your Assistant for Documenting Supervised Data Quality Screening in R." _Journal of Statistical Software_, *90*(6), 1-38 doi:10.18637/jss.v090.i06 for more information.

Install

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

install.packages("dataReporter", 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("ekstroem/dataReporter")

Development version from ekstroem/dataReporter. 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-datareporter

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-dataReporter

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-dataReporter

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

Health

CRAN checks

13OK

Slowest check: 3.1 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.04

53.4%

Coverage · measured lines

100%

Documentation · exports

12

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 88%
References docs: 12%

Downloads

4.9K

CRAN downloads in the past year

Rank #11,564 · ~14/day · ~411/mo

Releases R versions

Daily download trend is not available in this view yet.

19730 days

85390 days

4.9K1 year

Compare downloads with other packages →

Also on110 r2u5 autocran

Repository

GitHub ↗ ekstroem/datareporter

88Stars

5Forks

7Open issues

1Open PRs

0Releases

23Commits

2Contributors

23 commits · Last activity 2025-04-13 · 0% stars, 30d

Stars over time

2025-04-17 · 862026-07-07 · 88

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/ekstroem/datareporter on 2026-08-03.

Continuous integration (1)

Travis CI

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

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (12)

ggplot2 gridExtra haven htmltools magrittrmethodspander rmarkdown robustbase stringi whoami rlang

LinkingTo (0)

none

Suggests (2)

knitr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Claus Thorn Ekstrøm

Author, Maintainer

Authors (2)

Claus Thorn Ekstrøm

Author, Maintainer

Anne Helby Petersen

Author

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
1.0.5Latest
2025-04-13 · 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
1.0.2
2021-11-11 · diff ↗
unarchivedReturned to CRAN
2021-11-11
archivedRemoved from CRAN
2021-10-22
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
1.0.0
2020-12-14
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-12-14
Total releases: 3 / 6 yrs
License: GPL-2 OSI
Minimum R: ≥ 3.5.0
Bundled data: 34 KB / 6 files
Download size: 642 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("dataReporter")

CRAN DOI

https://doi.org/10.32614/CRAN.package.dataReporter

BibTeX, derived from DESCRIPTION

@Manual{dataReporter,
  title  = {dataReporter: Reproducible Data Screening Checks and Report of Possible Errors},
  author = {Ekstrøm, Claus Thorn and Petersen, Anne Helby},
  year   = {2025},
  note   = {R package version 1.0.5},
  doi    = {10.32614/CRAN.package.dataReporter},
  url    = {https://CRAN.R-project.org/package=dataReporter}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatorydataReporter,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {dataReporter} version 1.0.5},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/dataReporter},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for dataReporter version 1.0.5 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/dataReporter

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for dataReporter version 1.0.5
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/dataReporter
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/dataReporter.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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