Created
April 13, 2024 17:43
-
-
Save charliejhadley/96d575d4d5250f47e5872dbf2d7cca20 to your computer and use it in GitHub Desktop.
bechdel-chart.R
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
library("tidyverse") | |
library("fivethirtyeight") | |
library("ggrepel") | |
library("hrbrthemes") | |
library("ggtext") | |
bechdel_complete <- bechdel %>% | |
drop_na() %>% | |
mutate(profitable = budget_2013 <= domgross_2013) | |
bechdel_complete %>% | |
ggplot() + | |
aes(x = budget_2013, | |
y = domgross_2013) + | |
geom_point(pch = 21, | |
size = 2, | |
aes(alpha = ifelse(profitable == 1, 1, 0.9), | |
fill = binary), | |
colour = "grey40") + | |
geom_label_repel(aes(label = if_else(domgross_2013 > 0.5E9, title, ""), | |
fill = binary), | |
colour = "white") + | |
geom_function(fun = function(x) x, | |
linetype = "dotted")+ | |
labs(x = "Budget (2013 $)", | |
y = "Domgross (2013 $)", | |
title = "Profitability of movies that <span style='color:#6765A6'>pass the Bechdel test</span> or <span style='color:#FF581B'>fail the test</span>") + | |
scale_x_continuous(labels = scales::dollar_format(scale = 1E-6, | |
suffix = " Million"), | |
limits = c(0, 500E6), | |
expand = c(0.01, 0)) + | |
scale_y_continuous(labels = scales::dollar_format(scale = 1E-9, | |
suffix = " Billion"), | |
limits = c(0, 1E9), | |
expand = c(0.01, 0)) + | |
scale_alpha(range = c(0.5, 1)) + | |
scale_fill_manual(values = c("PASS" = "#6765A6", | |
"FAIL" = "#FF581B")) + | |
guides(alpha = guide_none(), | |
colour = guide_none(), | |
fill = guide_none()) + | |
annotate("segment", | |
x = 400E6, | |
y = 0.40E9, | |
xend = 400E6, | |
yend = 0.48E9, | |
arrow = arrow(type = "closed", length = unit(0.01, "npc")), | |
colour = "#42A64B") + | |
annotate("text", | |
x = 405E6, | |
y = 0.48E9, | |
label = "Profitable movie", | |
colour = "#42A64B", | |
hjust = 0) + | |
annotate("segment", | |
x = 400E6, | |
y = 0.40E9, | |
xend = 400E6, | |
yend = 0.32E9, | |
arrow = arrow(type = "closed", length = unit(0.01, "npc")), | |
colour = "#E5001D") + | |
annotate("text", | |
x = 405E6, | |
y = 0.32E9, | |
label = "Unprofitable movie", | |
colour = "#E5001D", | |
hjust = 0) + | |
theme_ipsum() + | |
theme(plot.title = element_markdown()) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment