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This R package provides geofaceting functionality for ggplot2. Geofaceting arranges a sequence of plots of data for different geographical entities into a grid that strives to preserve some of the original geographical orientation of the entities. It’s easiest to describe with examples. See below.
See here for the package vignette.
Barchart of state rankings in various categories:
library(ggplot2)
ggplot(state_ranks, aes(variable, rank, fill = variable)) +
geom_col() +
coord_flip() +
facet_geo(~ state) +
theme_bw()
Unemployment rate time series for each state:
ggplot(state_unemp, aes(year, rate)) +
geom_line() +
facet_geo(~ state, grid = "us_state_grid2") +
scale_x_continuous(labels = function(x) paste0("'", substr(x, 3, 4))) +
ylab("Unemployment Rate (%)")
GDP per capita in relation to EU index (100) for each country in the European Union:
ggplot(eu_gdp, aes(year, gdp_pc)) +
geom_line(color = "steelblue") +
facet_geo(~ name, grid = "eu_grid1", scales = "free_y") +
scale_x_continuous(labels = function(x) paste0("'", substr(x, 3, 4))) +
ylab("GDP Per Capita in Relation to EU Index (100)") +
theme_bw()
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.