May All Data be Reproducible and Transparent (MADRaT) *
Tool: cacheGet
getMadratMessage
getMainfolder
getNonDefaultArguments
prepFunctionName
toolCountry2isocode
Tool: ISOhistorical
Tool: ManualDownload
Tool: NA replace
toolOrderCells
Tool: SplitSubtype
visualizeDependencies
Tool: withMadratLogging
getCode
addMapping
Tool: cacheArgumentsHash
cacheCleanup
cacheCopy
Tool: cacheName
Tool: cachePut
calcOutput
Calculate total tau
compareData
Compare a madrat function's output with and without your changes
Convert Tau
getMadratInfo
downloadSource
findBottlenecks
Tool: fingerprint
fullExample
getCalculations
getConfig
getDependencies
getFlags
get official ISO list
getLocation
getMadratGraph
getSources
initializeConfig
installedMadratUniverse
isWrapperActive
madapply
madlapply
May All Data be Reproducible And Transparent (madrat) *
madratAttach / madratDetach
madTempDir
metadataGFZ
pucAggregate
putMadratMessage
readSource
Read Tau
Tool: regionscode
resetMadratMessages
retrieveData
robustOrder, robustSort
setConfig
toolAggregate
Tool: CodeLabels
toolConditionalReplace
Tool: ConvertMapping
Tool: CountryFill
Tool: End message
Tool: FillWithRegionAvg
toolFillYears
Tool: GetMapping
Tool: Start message
Tool: SubtypeSelect
toolTimeAverage
toolTimeSpline
toolXlargest
Tool: Verbosity Cat
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