Description Usage Format Author(s) Source
Observations were drawn from numerous weather stations. The daily observations are available from http://www.bom.gov.au/climate/data. Copyright Commonwealth of Australia 2010, Bureau of Meteorology. Data were downloaded from Kaggle. https://www.kaggle.com/jsphyg/weather-dataset-rattle-package/
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A data frame with 142193 rows and 24 columns
date year/month/day
location The common name of the location of the weather station
MinTemp The minimum temperature in degrees celsius
MaxTemp The maximum temperature in degrees celsius
Rainfall The amount of rainfall recorded for the day in mm
Evaporation The so-called Class A pan evaporation (mm) in the 24 hours to 9am
Sunshine The number of hours of bright sunshine in the day.
WindGustDir The direction of the strongest wind gust in the 24 hours to midnight
WindGustSpeed The speed (km/h) of the strongest wind gust in the 24 hours to midnight
WindDir9am Direction of the wind at 9am
WindDir3pm Direction of the wind at 3pm
WindSpeed9am Wind speed (km/hr) averaged over 10 minutes prior to 9am
WindSpeed3pm Wind speed (km/hr) averaged over 10 minutes prior to 3pm
Humidity9am Humidity (percent) at 9am
Humidity3pm Humidity (percent) at 3pm
Pressure9am Atmospheric pressure (hpa) reduced to mean sea level at 9am
Pressure3pm Atmospheric pressure (hpa) reduced to mean sea level at 3pm
Cloud9am Fraction of sky obscured by cloud at 9am. This is measured in "oktas", which are a unit of eigths. It records how many
Cloud3pm Fraction of sky obscured by cloud at 3pm. This is measured in "oktas", which are a unit of eigths. It records how many
Temp9am Temperature (degrees C) at 9am
Temp3pm Temperature (degrees C) at 3pm
RainToday Boolean: 1 if precipitation (mm) in the 24 hours to 9am exceeds 1mm, otherwise 0
RISK_MM The amount of next day rain in mm. Used to create response variable RainTomorrow. A kind of measure of the "risk".
RainTomorrow The target variable. Did it rain tomorrow?
Naomi
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