ggeconodist
‘The Economist’ has a unique boxplot aesthetic f or communicating distrribution characteristics. Tools are provided to create similar charts in ‘ggplot2’.
What's Inside The Tin
hrbrpkghelpr::describe_ingredients()
The following functions are implemented:
Installation
hrbrpkghelpr::install_block()
Usage
library(ggeconodist)
# current version
packageVersion("ggeconodist")
The whole shebang
YOU WILL NEED to install these fonts to use the built-in theme. More on how to do that at some point.
ggplot(mammogram_costs, aes(x = city)) +
geom_econodist(
aes(ymin = tenth, median = median, ymax = ninetieth),
stat = "identity", show.legend = TRUE
) +
scale_y_continuous(expand = c(0,0), position = "right", limits = range(0, 800)) +
coord_flip() +
labs(
x = NULL, y = NULL,
title = "Mammoscams",
subtitle = "United States, prices for a mammogram*\nBy metro area, 2016, $",
caption = "*For three large insurance companies\nSource: Health Care Cost Institute"
) +
theme_econodist() -> gg
grid.newpage()
left_align(gg, c("subtitle", "title", "caption")) %>%
add_econodist_legend(econodist_legend_grob(), below = "subtitle") %>%
grid.draw()
library(dplyr)
library(patchwork)
library(hrbrthemes)
library(gapminder)
p <- ggplot(mpg, aes(class, hwy)) + theme_ipsum_rc()
(p + geom_boxplot()) +
(p + geom_econodist(width = 0.25)) +
plot_layout(ncol = 1)
(p + geom_boxplot() + coord_flip()) +
(p + geom_econodist(tenth_col = ft_cols$blue, ninetieth_col = ft_cols$red) +
coord_flip()) +
plot_layout(ncol = 1)
(p + geom_boxplot(aes(fill = factor(drv)))) +
(p + geom_econodist(aes(fill = factor(drv)))) +
plot_layout(ncol = 1)
gapminder %>%
filter(year %in% c(1952, 1962, 1972, 1982, 1992, 2002)) %>%
filter(continent != "Oceania") %>%
ggplot(aes(x = factor(year), y = lifeExp, fill = continent)) +
geom_econodist(
median_point_size = 1.2,
tenth_col = "#b07aa1",
ninetieth_col = "#591a4f",
show.legend = FALSE
) +
ggthemes::scale_fill_tableau(name = NULL) +
coord_flip() +
labs(
x = "Year", title = "Life Expectancy", y = NULL,
caption = "Example borrowed from @cmdline_tips"
) +
facet_wrap(~continent, nrow = 4) +
theme_ipsum_rc() -> gmgg
grid.newpage()
gmgg %>%
add_econodist_legend(
econodist_legend_grob(
tenth_col = "#b07aa1",
ninetieth_col = "#591a4f",
),
below = "axis-b-1-4",
just = "right"
) %>%
grid.draw()
ggeconodist Metrics
cloc::cloc_pkg_md()