May All Data be Reproducible and Transparent (MADRaT) *
addMapping
Tool: cacheArgumentsHash
cacheCleanup
cacheCopy
Tool: cacheGet
Tool: cacheName
Tool: cachePut
calcOutput
Calculate total tau
cleanComment
compareData
Compare a madrat function's output with and without your changes
Convert Tau
downloadSource
findBottlenecks
Tool: fingerprint
fullExample
functionCallString
getCalculations
getCode
getConfig
getDependencies
getFlags
getFromComment
get official ISO list
getLinkFunction
getLocation
getMadratGraph
getMadratInfo
getMadratMessage
getMainfolder
getNonDefaultArguments
getSourceFolder
getSources
initializeConfig
installedMadratUniverse
isWrapperActive
madapply
madlapply
May All Data be Reproducible And Transparent (madrat) *
madratAttach / madratDetach
madTempDir
metadataGFZ
prepComment
prepExtendedComment
prepFunctionName
pucAggregate
putMadratMessage
readSource
Read Tau
redirect
redirectSource
redirectTau
Tool: regionscode
resetMadratMessages
retrieveData
robustOrder, robustSort
setConfig
toolAggregate
Tool: CodeLabels
toolConditionalReplace
Tool: ConvertMapping
toolCountry2isocode
Tool: CountryFill
Tool: End message
Tool: FillWithRegionAvg
toolFillYears
Tool: GetMapping
Tool: ISOhistorical
Tool: ManualDownload
Tool: NA replace
toolOrderCells
Tool: SplitSubtype
Tool: Start message
Tool: SubtypeSelect
toolTimeAverage
toolTimeSpline
toolXlargest
Tool: Verbosity Cat
visualizeDependencies
Tool: withMadratLogging
Provides a framework which should improve reproducibility and transparency in data processing. It provides functionality such as automatic meta data creation and management, rudimentary quality management, data caching, work-flow management and data aggregation. * The title is a wish not a promise. By no means we expect this package to deliver everything what is needed to achieve full reproducibility and transparency, but we believe that it supports efforts in this direction.
Useful links