dataMaid: A Suite of Checks for Identification of Potential Errors in a Data 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: 1.4.1
Depends: R (≥ 3.5.0)
Imports: ggplot2, gridExtra, haven, htmltools, magrittr, methods, pander, rmarkdown (≥ 1.10), robustbase (≥ 0.93-2), stringi, whoami
Suggests: knitr, testthat
Published: 2021-10-08
DOI: 10.32614/CRAN.package.dataMaid
Author: Anne Helby Petersen [aut], Claus Thorn Ekstrøm [aut, cre]
Maintainer: Claus Thorn Ekstrøm <ekstrom at>
License: GPL-2
NeedsCompilation: no
SystemRequirements: pandoc (>= 2.0;, git, whoami
Citation: dataMaid citation info
CRAN checks: dataMaid results


Reference manual: dataMaid.pdf
Vignettes: Extending dataMaid


Package source: dataMaid_1.4.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): dataMaid_1.4.1.tgz, r-oldrel (arm64): dataMaid_1.4.1.tgz, r-release (x86_64): dataMaid_1.4.1.tgz, r-oldrel (x86_64): dataMaid_1.4.1.tgz
Old sources: dataMaid archive


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