A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Cleaning Process

Data cleaning is an important first step of any statistical analysis. dataMaid provides an extendable suite of test for common potential errors in a dataset. It produces a document with a thorough summary of the checks and the results that a human can use to identify possible errors.


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install.packages("dataMaid")

0.9.2 by Claus Thorn Ekstrøm, 6 months ago


Browse source code at https://github.com/cran/dataMaid


Authors: Anne Helby Petersen [aut], Claus Thorn Ekstrøm [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports haven, methods, pander, rmarkdown, robustbase, gridExtra

Depends on ggplot2


See at CRAN