Last observation: D: 2024-04-16 (N = 62)
First observation: D: 1949-01-03 (N = 2)
Last data update: 25 jul 2026, 10:03. Last compile: 17 aoû 2026, 23:36
Data - BIS
Last observation: D: 2024-04-16 (N = 62)
First observation: D: 1949-01-03 (N = 2)
Last data update: 25 jul 2026, 10:03. Last compile: 17 aoû 2026, 23:36
XRU_D |>
left_join(REF_AREA, by = "REF_AREA") |>
group_by(REF_AREA, Ref_area) |>
summarise(Nobs = n()) |>
arrange(-Nobs) |>
mutate(Flag = gsub(" ", "-", str_to_lower(Ref_area)),
Flag = paste0('<img src="../../icon/flag/vsmall/', Flag, '.png" alt="Flag">')) |>
select(Flag, everything()) %>%
{if (is_html_output()) datatable(., filter = 'top', rownames = F, escape = F) else .}XRU_D |>
left_join(COLLECTION, by = "COLLECTION") |>
group_by(COLLECTION, Collection) |>
summarise(Nobs = n()) |>
arrange(-Nobs) %>%
{if (is_html_output()) print_table(.) else .}| COLLECTION | Collection | Nobs |
|---|---|---|
| A | Average of observations through period | 1016630 |
XRU_D |>
left_join(FREQ, by = "FREQ") |>
group_by(FREQ, Freq) |>
summarise(Nobs = n()) |>
arrange(-Nobs) %>%
{if (is_html_output()) print_table(.) else .}| FREQ | Freq | Nobs |
|---|---|---|
| D | Daily | 1016630 |
XRU_D |>
left_join(CURRENCY, by = "CURRENCY") |>
group_by(CURRENCY, Currency) |>
summarise(Nobs = n()) |>
arrange(-Nobs) |>
print_table_conditional()XRU_D |>
filter(REF_AREA %in% c("DE", "FR", "IT", "ES")) |>
left_join(REF_AREA, by = "REF_AREA") |>
left_join(colors, by = c("Ref_area" = "country")) |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
ggplot() + geom_line(aes(x = date, y = OBS_VALUE, color = color)) +
theme_minimal() + xlab("") + ylab("1 USD in National Currency") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 10, 0.2),
labels = dollar_format(accuracy = 0.1, prefix = "", suffix = "../$")) +
scale_color_identity() + add_flags +
theme(legend.position = c(0.8, 0.80),
legend.title = element_blank())
XRU_D |>
filter(REF_AREA %in% c("DE", "FR", "IT", "ES")) |>
left_join(REF_AREA, by = "REF_AREA") |>
left_join(colors, by = c("Ref_area" = "country")) |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
filter(date >= as.Date("1970-01-01")) |>
ggplot() + geom_line(aes(x = date, y = OBS_VALUE, color = color)) +
theme_minimal() + xlab("") + ylab("1 USD in National Currency") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 10, 0.2),
labels = dollar_format(accuracy = 0.1, prefix = "", suffix = "../$")) +
scale_color_identity() + add_flags +
theme(legend.position = c(0.8, 0.80),
legend.title = element_blank())
XRU_D |>
filter(REF_AREA %in% c("DE", "FR", "IT", "ES")) |>
left_join(REF_AREA, by = "REF_AREA") |>
left_join(colors, by = c("Ref_area" = "country")) |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
filter(date >= as.Date("1980-01-01")) |>
ggplot() + geom_line(aes(x = date, y = OBS_VALUE, color = color)) +
theme_minimal() + xlab("") + ylab("1 USD in National Currency") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 10, 0.2),
labels = dollar_format(accuracy = 0.1, prefix = "", suffix = "../$")) +
scale_color_identity() + add_flags +
theme(legend.position = c(0.8, 0.80),
legend.title = element_blank())
XRU_D |>
filter(REF_AREA == "RU") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 2) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(0.1, 0.2, 0.5, 1, 2, 5, 8, 10, 20, 50, 80, 100, 150),
labels = dollar_format(a = .1, p = "", su = " RUB/$"))
XRU_D |>
filter(REF_AREA == "RU",
date >= "2000-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 2) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 600, 10),
labels = dollar_format(a = 1, p = "", su = " RUB/$"))
XRU_D |>
filter(REF_AREA %in% c("RU"),
date >= "2010-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 2) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 600, 10),
labels = dollar_format(a = 1, p = "", su = " RUB/$"))
XRU_D |>
filter(REF_AREA %in% c("RU"),
date >= "2016-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = "1 year",
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 600, 10),
labels = dollar_format(a = 1, p = "", su = " RUB/$"))
XRU_D |>
filter(REF_AREA == "JP") |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 50), seq(50, 150, 10)),
labels = dollar_format(a = 1, p = "", su = " ¥/$"))
XRU_D |>
filter(REF_AREA == "JP") |>
filter(date >= "1985-01-01") |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 50), seq(50, 150, 10)),
labels = dollar_format(a = 1, p = "", su = " ¥/$"))
XRU_D |>
filter(REF_AREA == "JP") |>
filter(date >= "2000-01-01") |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 50), seq(50, 150, 10)),
labels = dollar_format(a = 1, p = "", su = " ¥/$"))
XRU_D |>
filter(REF_AREA == "CH") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 1), seq(0.5, 1.5, 0.1)),
labels = dollar_format(a = .1, p = "", su = " F/$"))
XRU_D |>
filter(REF_AREA %in% c("CH"),
COLLECTION == "A",
date >= "1990-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 1), seq(0.5, 2.5, 0.1)),
labels = dollar_format(a = .1, p = "", su = " F/$"))
XRU_D |>
filter(REF_AREA %in% c("CH"),
COLLECTION == "A",
date >= "2000-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 5) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 1), seq(0.5, 2.5, 0.1)),
labels = dollar_format(a = .1, p = "", su = " F/$"))
XRU_D |>
filter(REF_AREA %in% c("CH"),
COLLECTION == "A",
date >= "2010-01-01") |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 2) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = c(seq(0, 600, 1), seq(0.5, 2.5, 0.1)),
labels = dollar_format(a = .1, p = "", su = " F/$"))
XRU_D |>
filter(REF_AREA == "CN") |>
mutate(OBS_VALUE = as.numeric(OBS_VALUE)) |>
ggplot() + geom_line() + theme_minimal() +
aes(x = date, y = OBS_VALUE) + xlab("") + ylab("") +
scale_x_date(breaks = seq(1940, 2100, 2) |> paste0("-01-01") |> as.Date(),
labels = date_format("%Y")) +
scale_y_log10(breaks = seq(0, 20, 1),
labels = dollar_format(a = 1, p = "", su = " ¥/$"))