This page is displaying a correlation heatmap of a dataset that uses 13 different variables to describe daily precipitation from 1/1/1961 to 12/31/1990 for El Paso, Texas. The 13 variables are the following:
Precipitation
PanEvaporation
Temperature(mean)
WindSpeed
SolarRadiation
FAOShortGrassEto
DaylightStationPressure
DaylightRelativeHumidity
DaylightOpaqueSkyCover
DaylightTemperature
DaylightBroadbandAerosol
DaylightPrevailingWindSpeed
DaylightPrevailingWindDirection
The purpose of using a correlation map to identify, perhaps in a haphazard kind of way, what variables have the highest explanatory power. The aim of this work is to partition the dataset from 1961 to 1989, and train several models, and test the predictions against 1990.