Creating a Folium Map Using Non-numerical data using discrete color

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I have a non-numerical data which I want to show on folium map. I do not find any references how to use a discrete color scheme for non-numerical data on folium.

My sample data is like this

PROV MOST_TREES
AAA OAK
BBB PINES

My expectation is a map with yellow for OAK and green for PINES.

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