Data
Austin-Weather

Austin-Weather

active ARFF GPL 2 Visibility: public Uploaded 23-03-2022 by Dustin Carrion
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
  • Computer Systems Machine Learning
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Context This dataset is meant to complement the Austin Bikesharing Dataset. Content Contains the: Date (YYYY-MM-DD) 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 2013-12-21 to 2017-07-31. Acknowledgements This dataset was obtained from WeatherUnderground.com, at the Austin KATT station. Inspiration Can we use this dataset to explain some of the variation in the Austin Bikesharing Dataset?

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

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.
0.02
Number of attributes divided by the number of instances.
14.29
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
0
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.

0 tasks

Define a new task