T30400_A |>
mutate(table = "T30400") |>
bind_rows(T10105_A |>
mutate(table = "T10105")) |>
year_to_date() |>
group_by(date) |>
mutate(value = DataValue/DataValue[LineNumber == 1 & table == "T10105"]) |>
filter(LineNumber %in% c(1, 2, 13) & table == "T30400") |>
ggplot() + theme_minimal() +
geom_line(aes(x = date, y = value, color = LineDescription, linetype = LineDescription)) +
theme(legend.title = element_blank(),
legend.position = c(0.5, 0.15)) +
geom_rect(data = nber_recessions |>
filter(Peak > as.Date("1928-01-01")),
aes(xmin = Peak, xmax = Trough, ymin = -Inf, ymax = +Inf),
fill = 'grey', alpha = 0.5) +
scale_x_date(breaks = seq(1930, 2100, 5) |> paste0("-01-01") |> as.Date(),
limits = c(1929, 2020) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
ylab("% of GDP") + xlab("") +
scale_color_manual(values = viridis(4)[1:3]) +
scale_y_continuous(breaks = 0.01*seq(-100, 100, 2),
labels = scales::percent_format(accuracy = 1))