T61600_A |>
filter(LineNumber %in% c(1, 55, 11)) |>
rename(variable = LineDescription) |>
left_join(gdp_adjustment, by = "date") |>
mutate(value = 1000*DataValue/ GDP) |>
ggplot() + geom_line(aes(x = date, y = value, color = variable, linetype = variable)) +
ylab("% of GDP") + xlab("") + theme_minimal()+
geom_rect(data = nber_recessions |>
filter(Peak > as.Date("1948-01-01")),
aes(xmin = Peak, xmax = Trough, ymin = -Inf, ymax = +Inf),
fill = 'grey', alpha = 0.5) +
scale_x_date(breaks = nber_recessions$Peak,
minor_breaks = "5 years",
labels = date_format("%Y")) +
scale_y_continuous(breaks = 0.01*seq(0, 500, 20),
labels = scales::percent_format(accuracy = 1)) +
scale_color_manual(values = viridis(5)[1:4]) +
theme(legend.position = c(0.2, 0.9),
legend.title = element_blank(),
legend.text = element_text(size = 8),
legend.key.size = unit(0.9, 'lines'))