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Create a World map colored acording to my data

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Hi everyone,
I wan to plot a world map colored by my own data. I will have a data value for each city/country based on its weather, and I want to color the city region by a color that maps this value.
Can anyone recommends where should I start? Which function(s) to use?
Thanks!

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