library(tidyverse)
library(ggforce)
library(extrafont)
netflix <- read_csv("netflix_titles.csv")
netflix_g <- netflix %>%
filter(type == "Movie") %>%
mutate(duration = parse_number(duration)) %>%
filter(str_detect(country, "Germany") == TRUE)
netflix_g %>%
ggplot() +
aes(x = release_year, y = duration, alpha = duration) +
geom_point(color = "#FF0000", size = 6) +
labs(title = "Films on Netflix with German involvement",
x = "Release year", y = "Duration") +
scale_x_continuous(expand = c(0, 0), breaks = seq(1970, 2020, 5)) +
scale_y_continuous(expand = c(0, 0), breaks = seq(20, 200, 20),
label = function(x) {return(paste(x, "minutes"))}) +
coord_cartesian(ylim = c(10, 210), xlim = c(1968, 2022)) +
theme(axis.line = element_line(color = "black"),
axis.ticks.y = element_blank(),
axis.ticks.x = element_blank(),
axis.text = element_text(colour = "black", size = 10),
axis.title = element_text(colour = "black", size = 14),
panel.grid = element_blank(),
panel.background = element_rect(fill = "white", color = "white"),
plot.background = element_rect(fill = "white", color = "white"),
text = element_text(size = 12, family = "Segoe UI Light", color = "black"),
plot.title = element_text(hjust = 0.5, size = 24),
plot.caption = element_text(hjust = 0.5, size = 12),
plot.margin = margin(t = 1, r = 1, b = 1, l = 1, unit = "cm"),
legend.position = "none") +
geom_mark_circle(aes(fill = title,
label = title,
filter = title %in% c("V for Vendetta", "Cloud Atlas",
"Making Unorthodox", "About a Boy", "The Lives of Others")),
expand = unit(4, "mm"),
alpha = 0,
label.lineheight = 1,
label.fontsize = c(10, 8),
label.family = "Segoe UI Light")
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