Last observation: Q: 2025-Q4 (N = 1) · M: 2025-12 (N = 24)
First observation: M: 2013-01 (N = 24) · Q: 2013-Q1 (N = 13)
Last data update: 16 aoû 2026, 21:08. Last compile: 17 aoû 2026, 22:22
Balance of Payments and International Investment Position - Published series - BPS_PUB
Data - ECB
Info
Structure
Overview
Code
freq_dominant <- BPS_PUB |>
filter(!is.na(OBS_VALUE)) |>
count(FREQ, sort = TRUE) |>
slice(1) |>
pull(FREQ)
convert_fn <- switch(freq_dominant,
"A" = year_to_date, "Q" = quarter_to_date, "M" = month_to_date,
"H" = semester_to_date, "W" = week_to_date, "D" = day_to_date, "B" = day_to_date,
year_to_date)
BPS_PUB |>
filter(!is.na(OBS_VALUE), FREQ == freq_dominant) |>
group_by(TIME_PERIOD) |>
summarise(OBS_VALUE = mean(OBS_VALUE, na.rm = TRUE), .groups = "drop") |>
convert_fn() |>
ggplot() + theme_minimal() + xlab("") + ylab("Average value across all series") +
geom_line(aes(x = date, y = OBS_VALUE)) +
scale_x_date(date_labels = "%Y")