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MiningMart
Case
TemplateCase

Concept: WeatherData

Name WeatherData
Belongs to Case TemplateCase
Type DB
Is (also) used as Parameter TheInputConcept in Step UserDefinedDiscretization
TheInputConcept in Step CreateBooleanFlags
TheInputConcept in Step CorrectTyposInWeatherAttrib
TheInputConcept in Step EncodeCyclicSeasons
TheInputConcept in Step ExtractNumbersFromDate
TheInputConcept in Step CorrectTyposInLocationAttrib
TheInputConcept in Step EquidistantDiscretizationGivenNoOfIntervals
TheInputConcept in Step RemoveAttribWithMissingVals1
TheInputConcept in Step RemoveAttribWithMissingVals2
TheInputConcept in Step LogScaling
TheInputConcept in Step EquidistantDiscretizationGivenWidth
TheInputConcept in Step ReplaceMissingByDefaultValue
TheInputConcept in Step ChangeLitresToMillilitres
TheInputConcept in Step ReplaceMissingValuesByStochasticFunction
TheInputConcept in Step ReplaceMissingValuesByPrediction
TheInputConcept in Step EquifrequentDiscretizationGivenCardinality
TheInputConcept in Step ComputeDaysPerMonth
TheInputConcept in Step RemoveIntermediateFeatures
TheInputConcept in Step RemoveIncompleteData
TheInputConcept in Step ReplaceNominalsByNumbers
TheInputConcept in Step RemoveAttribsWithTypos
TheInputConcept in Step Pivotize
TheInputConcept in Step LinearScaling
TheInputConcept in Step ComputeDayIndexSince1800
Has Features DefaultReplacedWind
RainDiscretisedByCardinality
CorrectedWind
CloudyWeather
Monat
IntegerTimeIndex
Tag
CorrectedWeather
RainyWeather
SunnyWeather
SensorID
RainLinearlyScaled
WindNumeric
Day
RainDiscretisedByNoOfIntervals
RainUserDiscretised
RainInMillilitres
Weather
RainLogarithmiclyScaled
Rain
Wnd_MvReplaced
RainDiscretisedByGivingWidth
MntNumber
Jahr
NoMV_Weather
Wind
WeekOfYear

M4 Documentation:

This concept represents a table with data from weather sensors. These sensors daily record the amount of rain fallen within the last 24 hours, as well as the type of weather (sunny, cloudy or rainy). Two types of locations of sensors are distinguished, within cities and outside cities. Thus there is an attribute for the type of location, for the time index, for the amount of rain, and for the type of weather. All the other attributes of this concept are created by preparation steps as explained in the documentation of those steps.