Infra-annual labour statistics - IALFS_INDIC

Data - OECD

Author

François Geerolf

Info

Last observation: Q: 2026-Q1 (N = 395) · M: 2026-03 (N = 380) · A: 2025 (N = 5662)

First observation: A: 1953 (N = 8) · M: 1953-01 (N = 8) · Q: 1953-Q1 (N = 8)

Last data update: 12 avr 2026, 13:05. Last compile: 18 aoû 2026, 00:23

Structure

Employment rate

Table

Code 
IALFS_INDIC |>
  filter(MEASURE == "EMP_WAP",
         AGE == "Y15T64",
         FREQ == "A",
         SEX == "_T",
         ADJUSTMENT == "N",
         obsTime == "2023") %>%
  
  select_if(~ n_distinct(.) > 1) |>
  arrange(-obsValue) |>
  print_table_conditional()

France, Netherlands, Germany, Eurozone

Code 
IALFS_INDIC |>
  filter(MEASURE == "EMP_WAP",
         REF_AREA %in% c("FRA", "NLD", "DEU", "EA20"),
         AGE == "Y15T64",
         FREQ == "A",
         SEX == "_T",
         ADJUSTMENT == "N") |>
  year_to_date() |>
  arrange(desc(date)) |>
  
  mutate(Ref_area = ifelse(REF_AREA == "EA20", "Europe", Ref_area)) |>
  group_by(Ref_area) |>
  arrange(date) |>
  left_join(colors, by = c("Ref_area" = "country")) |>
  ggplot() + geom_line(aes(x = date, y = obsValue, color = color)) +
  scale_color_identity() + add_4flags + theme_minimal() + xlab("") + ylab("") +
  scale_x_date(breaks = seq(1960, 2100, 2) |> paste0("-01-01") |> as.Date(),
               labels = date_format("%Y")) +
  theme(legend.position = "none")