Labor Statistics - LS

Data - IMF

Info

Last observation: Monthly: 2026-M05 (N = 8) · Quarterly: 2026-Q1 (N = 169) · Annual: 2025 (N = 684)

Last update of data: 11 aoû 2026, 19:34. Last compile: 11 aoû 2026, 20:47

Structure

COUNTRY

INDICATOR

TYPE_OF_TRANSFORMATION

FREQUENCY

Unemployment Rates

United States, France, Germany

LS |>
  filter(INDICATOR == "U",
         COUNTRY %in% c("USA", "FRA", "DEU"),
         FREQUENCY == "M",
         TYPE_OF_TRANSFORMATION == "PT") |>
  mutate(date = ym(TIME_PERIOD)) |>
  left_join(colors, by = c("Country" = "country")) |>
  ggplot() + scale_color_identity() + add_flags +
  geom_line(aes(x = date, y = OBS_VALUE, color = color))