if (require("maps")) {
states <- map_data("state")
arrests <- USArrests
names(arrests) <- tolower(names(arrests))
arrests$region <- tolower(rownames(USArrests))
choro <- merge(states, arrests, sort = FALSE, by = "region")
choro <- choro[order(choro$order), ]
ggplot(choro, aes(long, lat)) +
geom_polygon(aes(group = group, fill = assault)) +
coord_map("albers", at0 = 45.5, lat1 = 29.5)
ggplot(choro, aes(long, lat)) +
geom_polygon(aes(group = group, fill = assault / murder)) +
coord_map("albers", at0 = 45.5, lat1 = 29.5)
}
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