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Austin-Weather

Austin-Weather

active ARFF GPL 2 Visibility: public Uploaded 23-03-2022 by Stewart
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ContextThis dataset is meant to complement the Austin Bikesharing Dataset.ContentContains the Date YYYYMMDD TempHighF High temperature, in Fahrenheit TempAvgF Average temperature, in Fahrenheit TempLowF Low temperature, in Fahrenheit DewPointHighF High dew point, in Fahrenheit DewPointAvgF Average dew point, in Fahrenheit DewPointLowF Low dew point, in Fahrenheit HumidityHighPercent High humidity, as a percentage HumidityAvgPercent Average humidity, as a percentage HumidityLowPercent Low humidity, as a percentage SeaLevelPressureHighInches High sea level pressure, in inches SeaLevelPressureAvgInches Average sea level pressure, in inches SeaLevelPressureLowInches Low sea level pressure, in inches VisibilityHighMiles High visibility, in miles VisibilityAvgMiles Average visibility, in miles VisibilityLowMiles Low visibility, in miles WindHighMPH High wind speed, in miles per hour WindAvgMPH Average wind speed, in miles per hour WindGustMPH Highest wind speed gust, in miles per hour PrecipitationSumInches Total precipitation, in inches T if Trace Events Adverse weather events. if None This dataset contains data for every date from 20131221 to 20170731.AcknowledgementsThis dataset was obtained from WeatherUnderground.com, at the Austin KATT station.InspirationCan we use this dataset to explain some of the variation in the Austin Bikesharing Dataset

21 features

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

19 properties

1319
Number of instances (rows) of the dataset.
21
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
3
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of nominal attributes.
Average class difference between consecutive instances.
14.29
Percentage of numeric attributes.
0
Percentage of missing values.
0
Percentage of instances having missing values.
0
Percentage of binary attributes.
0
Number of binary attributes.
Number of instances belonging to the least frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the most frequent class.
0.02
Number of attributes divided by the number of instances.

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