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dataMaid: A Suite of Checks for Identification of Potential Errors in aData Frame as Part of the Data Screening Process

Data screening is an important first step of any statistical analysis. dataMaid 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.

Version:1.4.2
Depends:R (≥ 3.5.0)
Imports:ggplot2,gridExtra,haven,htmltools,magrittr, methods,pander,rlang,rmarkdown (≥ 1.10),robustbase (≥ 0.93-2),stringi,whoami
Suggests:knitr,testthat
Published:2025-04-13
DOI:10.32614/CRAN.package.dataMaid
Author:Anne Helby Petersen [aut], Claus Thorn Ekstrøm [aut, cre]
Maintainer:Claus Thorn Ekstrøm <ekstrom at sund.ku.dk>
BugReports:https://github.com/ekstroem/dataMaid/issues
License:GPL-2
URL:https://github.com/ekstroem/dataMaid,https://doi.org/10.18637/jss.v090.i06
NeedsCompilation:no
SystemRequirements:pandoc (>= 2.0; https://pandoc.org), git, whoami
Citation:dataMaid citation info
CRAN checks:dataMaid results

Documentation:

Reference manual:dataMaid.html ,dataMaid.pdf
Vignettes:Extending dataMaid (source,R code)

Downloads:

Package source: dataMaid_1.4.2.tar.gz
Windows binaries: r-devel:dataMaid_1.4.2.zip, r-release:dataMaid_1.4.2.zip, r-oldrel:dataMaid_1.4.2.zip
macOS binaries: r-release (arm64):dataMaid_1.4.2.tgz, r-oldrel (arm64):dataMaid_1.4.2.tgz, r-release (x86_64):dataMaid_1.4.2.tgz, r-oldrel (x86_64):dataMaid_1.4.2.tgz
Old sources: dataMaid archive

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=dataMaidto link to this page.


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