Data
AustinWeather

AustinWeather

active ARFF GPL2 Visibility: public Uploaded 23-03-2022 by Dustin Carrion
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ContextThisdatasetismeanttocomplementtheAustinBikesharingDatasetContentContainstheDateYYYYMMDDTempHighFHightemperatureinFahrenheitTempAvgFAveragetemperatureinFahrenheitTempLowFLowtemperatureinFahrenheitDewPointHighFHighdewpointinFahrenheitDewPointAvgFAveragedewpointinFahrenheitDewPointLowFLowdewpointinFahrenheitHumidityHighPercentHighhumidityasapercentageHumidityAvgPercentAveragehumidityasapercentageHumidityLowPercentLowhumidityasapercentageSeaLevelPressureHighInchesHighsealevelpressureininchesSeaLevelPressureAvgInchesAveragesealevelpressureininchesSeaLevelPressureLowInchesLowsealevelpressureininchesVisibilityHighMilesHighvisibilityinmilesVisibilityAvgMilesAveragevisibilityinmilesVisibilityLowMilesLowvisibilityinmilesWindHighMPHHighwindspeedinmilesperhourWindAvgMPHAveragewindspeedinmilesperhourWindGustMPHHighestwindspeedgustinmilesperhourPrecipitationSumInchesTotalprecipitationininchesTifTraceEventsAdverseweathereventsifNoneThisdatasetcontainsdataforeverydatefrom20131221to20170731AcknowledgementsThisdatasetwasobtainedfromWeatherUndergroundcomattheAustinKATTstationInspirationCanweusethisdatasettoexplainsomeofthevariationintheAustinBikesharingDataset

21 features

Datestring1319 unique values
0 missing
TempHighFnumeric74 unique values
0 missing
TempAvgFnumeric64 unique values
0 missing
TempLowFnumeric61 unique values
0 missing
DewPointHighFstring64 unique values
0 missing
DewPointAvgFstring66 unique values
0 missing
DewPointLowFstring73 unique values
0 missing
HumidityHighPercentstring58 unique values
0 missing
HumidityAvgPercentstring69 unique values
0 missing
HumidityLowPercentstring82 unique values
0 missing
SeaLevelPressureHighInchesstring105 unique values
0 missing
SeaLevelPressureAvgInchesstring101 unique values
0 missing
SeaLevelPressureLowInchesstring105 unique values
0 missing
VisibilityHighMilesstring5 unique values
0 missing
VisibilityAvgMilesstring10 unique values
0 missing
VisibilityLowMilesstring12 unique values
0 missing
WindHighMPHstring22 unique values
0 missing
WindAvgMPHstring13 unique values
0 missing
WindGustMPHstring37 unique values
0 missing
PrecipitationSumInchesstring114 unique values
0 missing
Eventsstring9 unique values
0 missing
Show all 21 features

19 properties

NumberOfInstances
1319
Number of instances (rows) of the dataset.
NumberOfFeatures
21
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
3
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
Dimensionality
0.02
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
14.29
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Show all 19 properties

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