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.


Reference manual

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1.4.1 by Claus Thorn Ekstrøm, 4 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, rmarkdown, robustbase, stringi, whoami

Suggests knitr, testthat

System requirements: pandoc (>= 2.0; https://pandoc.org), git, whoami

See at CRAN