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.

Total

19,150

Last month

1,556

Last week

523

Average per day

52

Daily downloads

Total downloads

Description file content

Package
dataMaid
Type
Package
Title
A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Screening Process
Version
1.3.1
Date
2019-07-10
Description
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.
URL
BugReports
https://github.com/ekstroem/dataMaid/issues
Imports
ggplot2, gridExtra, haven, htmltools, magrittr, methods, pander, robustbase (>= 0.93-2), stringi, whoami
Suggests
knitr, rmarkdown (>= 1.10), testthat
VignetteBuilder
knitr
Encoding
UTF-8
LazyData
true
ByteCompile
true
License
GPL-2
RoxygenNote
6.1.1
Collate
'aggregateForBarplot.R' 'aggregateForHistogram.R' 'allCheckFunctions.R' 'allClasses.R' 'allSummaryFunctions.R' 'allVisualFunctions.R' 'allXFunctions.R' 'makeXFunction.R' 'visualFunction.R' 'basicVisual.R' 'summaryFunction.R' 'centralValue.R' 'check.R' 'checkResult.R' 'messageGenerator.R' 'checkFunction.R' 'identifyMissing.R' 'minMax.R' 'classes.R' 'clean.R' 'countMissing.R' 'dataMaid-package.R' 'dataMaid_as_factor.R' 'description.R' 'identifyCaseIssues.R' 'identifyLoners.R' 'identifyNums.R' 'identifyOutliers.R' 'identifyOutliersTBStyle.R' 'identifyWhitespace.R' 'isCPR.R' 'isSingular.R' 'isEmpty.R' 'isKey.R' 'isSupported.R' 'makeCodebook.R' 'makeDataReport.R' 'misc.R' 'quartiles.R' 'refCat.R' 'render.R' 'setChecks.R' 'setSummaries.R' 'setVisuals.R' 'smartNum.R' 'standardVisual.R' 'summarize.R' 'summaryResult.R' 'tableVisual.R' 'uniqueValues.R' 'unpackLabelled.R' 'variableType.R' 'visualize.R'
NeedsCompilation
no
Packaged
2019-07-10 13:04:36 UTC; cld189
Author
Anne Helby Petersen [aut], Claus Thorn Ekstrøm [aut, cre]
Maintainer
Claus Thorn Ekstrøm
Repository
CRAN
Date/Publication
2019-07-10 13:50:05 UTC

install.packages('dataMaid')

1.3.1

8 days ago

https://github.com/ekstroem/dataMaid

Claus Thorn Ekstrøm

GPL-2

Imports

ggplot2, gridExtra, haven, htmltools, magrittr, methods, pander, robustbase (>= 0.93-2), stringi, whoami

Suggests

knitr, rmarkdown (>= 1.10), testthat

Discussions