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.


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install.packages("dataMaid")

1.3.2 by Claus Thorn Ekstrøm, 2 months ago


https://github.com/ekstroem/dataMaid, https://doi.org/10.18637/jss.v090.i06


Report a bug at https://github.com/ekstroem/dataMaid/issues


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 ggplot2, gridExtra, haven, htmltools, magrittr, methods, pander, robustbase, stringi, whoami

Suggests knitr, rmarkdown, testthat


See at CRAN