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Duck mallard swimming in water

There are different philosophies to data types in Python.
Colorful sound wave graph

I'll demonstrate how to create two visualizations of the spread of a virus across the globe, provided open data and using open source libraries.
Globe up in the clouds

Create a color coded geographic map of the potential spread of the virus using these open source scripts.