Is it possible to use ggrough
(https://xvrdm.github.io/ggrough/index.html) to shade shapes created by geom_sf
(preferred) or potentially geom_polygon
? See this question for a prior question that gives the look of the plot I have in mind and the accompanying answer by Z.Lin that modifies the package to make it compatible with the current version of ggplot2
: Unable to replicate this ggplot2 plot.
Here is a MWE of a map created using geom_sf
that I would like to shade (each individual county) using ggrough
:
library(tidyverse)
library(magrittr)
library(ggplot2)
library(ggrough)
library(RColorBrewer)
library(tidycensus)
library(viridis)
#install.packages("devtools") # if you have not installed "devtools" package
#devtools::install_github("xvrdm/ggrough")
library(hrbrthemes)
#get nevada shapefile
counties <- get_acs(
geography = "county", year = 2018, geometry = TRUE,
variables = "B19013_001", keep_geo_vars=TRUE
) %>% filter(STATEFP=="32")
counties$GEOID <- as.integer(counties$GEOID)
#############
a <- ggplot() +
geom_sf(data = counties, aes(fill = estimate)) +
scale_fill_viridis(discrete=FALSE, name="", guide=FALSE) +
theme_bw() +
theme(legend.position = c(0.15, .15)) +
theme(plot.subtitle = element_text(hjust = 0.8, vjust=-10, size=30)) +
theme(panel.background = element_rect(fill = 'white')) +
theme(panel.grid = element_blank(),axis.title = element_blank(),
axis.text = element_blank(),axis.ticks = element_blank(),
panel.border = element_blank())+
theme(legend.position = c(0.25, .15), legend.key.size = unit(2,"line"),
legend.title=element_text(size=16),
legend.text=element_text(size=14),
legend.direction = "vertical",
legend.box = "horizontal") +
labs(caption = "")
a
This produces the following:
How can I shade the counties of this map using ggrough
or is this not possible? Note that I think that ggrough
can handle geom_col, geom_bar, geom_tile, geom_geom_area, geom_ribbon, geom_violin, geom_point, geom_jitter, geom_dotplot, geom_line, and geom_smooth
, but I am not sure about geom_sf
or geom_polygon
; if not, would it be easy to add them in?
***Update Here is another example, taken from https://ggplot2.tidyverse.org/reference/ggsf.html:
nc <- sf::st_read(system.file("shape/nc.shp", package = "sf"), quiet = TRUE)
b <- ggplot(nc) +
geom_sf(aes(fill = AREA))
b
This produces:
***End update
(Here is an example, created with ggrough
, of how I want the shading of the counties to look:
)
Here is a failed attempt (again relying on code from Z.Lin's answer here: Unable to replicate this ggplot2 plot):
parse_polygons <- function (svg) {
shape <- "polygon" # was "polyline" in ggrough:::parse_areas
keys <- NULL
ggrough:::parse_shape(svg, shape, keys) %>% {
purrr::map(.,
~purrr::list_modify(.x,
points = stringr::str_squish(.x$points) %>%
{stringr::str_glue("M{.}Z")},
shape = "path"))
}
}
trace(ggrough:::parse_rough, edit = TRUE)
# paste the following function into the pop-up window
function (svg, geom) {
rough_els <- list()
if (geom %in% c("GeomCol", "GeomBar", "GeomTile", "Background")) {
rough_els <- append(rough_els, parse_rects(svg))
}
if (geom %in% c("GeomSmooth", "Background")) { # removed GeomArea / GeomViolin from here
rough_els <- append(rough_els, parse_areas(svg))
}
if (geom %in% c("GeomArea", "GeomRibbon", "GeomViolin")) { # new condition here
rough_els <- append(rough_els, parse_polygons(svg))
}
if (geom %in% c("GeomPoint", "GeomJitter", "GeomDotPlot", "Background")) {
rough_els <- append(rough_els, parse_circles(svg))
}
if (geom %in% c("GeomLine", "GeomSmooth", "Background")) {
rough_els <- append(rough_els, parse_lines(svg))
}
if (geom %in% c("Background")) {
rough_els <- append(rough_els, parse_texts(svg))
}
purrr::map(rough_els, ~purrr::list_modify(.x, geom = geom))
}
options <- list(GeomSf=list(fill_style="hachure",
angle_noise=0.5,
gap_noise=0.2,
gap=1.5,
fill_weight=1))
get_rough_chart(a, options)
This produces the error message:
Error in `*tmp*`[[i]] : subscript out of bounds
***Update
Or with the second example:
options <- list(GeomSf=list(fill_style="hachure",
angle_noise=0.5,
gap_noise=0.2,
gap=1.5,
fill_weight=1))
get_rough_chart(b, options)
Same error.
***End update.
Note also that it is possible to create maps using geom_polygon
, so that is of interest as well, though geom_sf
is preferred.
To have good pressure control, practice shading from one end of your sketchbook to the other while pressing harder and harder until the values get darker gradually. Another way to practice is to draw a long rectangle and divide it into several squares.
library(magrittr)
library(ggplot2)
library(ggrough)
Replace parse_rough
using trace
trace(ggrough:::parse_rough, edit=TRUE)
In the popup window, paste this so that parse_rough
will use parse_sf
for GeomSf
.
function (svg, geom)
{
rough_els <- list()
if (geom %in% c("GeomCol", "GeomBar", "GeomTile",
"Background")) {
rough_els <- append(rough_els, parse_rects(svg))
}
if (geom %in% c("GeomArea", "GeomViolin", "GeomSmooth",
"Background")) {
rough_els <- append(rough_els, parse_areas(svg))
}
if (geom %in% c("GeomPoint", "GeomJitter", "GeomDotPlot",
"Background")) {
rough_els <- append(rough_els, parse_circles(svg))
}
if (geom %in% c("GeomLine", "GeomSmooth", "Background")) {
rough_els <- append(rough_els, parse_lines(svg))
}
if (geom %in% c("Background")) {
rough_els <- append(rough_els, parse_texts(svg))
}
if (geom %in% c("GeomSf")) {
rough_els <- append(rough_els, parse_sf(svg))
}
purrr::map(rough_els, ~purrr::list_modify(.x, geom = geom))
}
Create the function parse_sf
.
parse_sf <- function (svg) {
shape <- "path"
keys <- NULL
ggrough:::parse_shape(svg, shape, keys) %>% {
purrr::map(.,
~purrr::list_modify(.x,
points = .x$d,
shape = "path"
))
}
}
Create the desired plot
nc <- sf::st_read(system.file("shape/nc.shp", package = "sf"), quiet = TRUE)
b <- ggplot(nc) +
geom_sf(aes(fill = AREA))
b
options <- list(GeomSf=list(fill_style="hachure",
angle_noise=0.5,
gap_noise=0.2,
gap=1.5,
fill_weight=1))
get_rough_chart(b, options)
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