I\'m trying to plot a US map where each state is shaded by the count that it has. I\'ve gotten the shading to work just fine. The problem I\'m running into, however, is that
You don't need to do the merge. You can use geom_map
and keep the data separate from the shapes. Here's an example using the built-in USArrests
data (reformatted with dplyr
):
library(ggplot2)
library(dplyr)
us <- map_data("state")
arr <- USArrests %>%
add_rownames("region") %>%
mutate(region=tolower(region))
gg <- ggplot()
gg <- gg + geom_map(data=us, map=us,
aes(x=long, y=lat, map_id=region),
fill="#ffffff", color="#ffffff", size=0.15)
gg <- gg + geom_map(data=arr, map=us,
aes(fill=Murder, map_id=region),
color="#ffffff", size=0.15)
gg <- gg + scale_fill_continuous(low='thistle2', high='darkred',
guide='colorbar')
gg <- gg + labs(x=NULL, y=NULL)
gg <- gg + coord_map("albers", lat0 = 39, lat1 = 45)
gg <- gg + theme(panel.border = element_blank())
gg <- gg + theme(panel.background = element_blank())
gg <- gg + theme(axis.ticks = element_blank())
gg <- gg + theme(axis.text = element_blank())
gg
I encountered a similar problem when using ggplot2. As an alternative to @hrbrmstr 's solution, I found reloading the ggplot2
package (as well as rgdal
/`maptools') resolved the issue for me.