Hi, I pasted it below. I hope it is useful library("ggplot2") # to plot with ggplot library("sp") # coordinates library("raster") # geographic data analysis and modeling library("broom") # to make spatial obj into dataframe => to plot with ggplot # download geo data from GADM ---- jpn1