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Heatmap for US county-Level data in R

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I am working with the radon dataset from

data("radon", package = "rstanarm")

I have seen some tutorials with tm_shape but it seems like it only has country level maps. How can I most efficiently create a heatmap if I have a matrix with 2 colomns: 1 with the county names and 1 with the average radon level? You don't have to do it for me but I'm very thankful if somebody could hint me atleast to a package or tutorial.

Thanks in advance.


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