library(ggplot2)
library(dplyr)
library(magrittr)
library(insee)
dataset_list = get_dataset_list()
df_idbank_list_selected =
get_idbank_list("CHOMAGE-TRIM-NATIONAL") %>% #Unemployment dataset
add_insee_title() %>%
filter(INDICATEUR == "CTTXC") %>% #unemployment rate based on ILO standards
filter(REF_AREA == "FM") %>% # all France excluding overseas departements
filter(SEXE == 0) # men and women
list_idbank = df_idbank_list_selected %>% pull(idbank)
data = get_insee_idbank(list_idbank, startPeriod = "2000-01") %>% split_title()
ggplot(data, aes(x = DATE, y = OBS_VALUE, colour = TITLE_EN2)) +
geom_line() +
geom_point() +
ggtitle("French unemployment rate, by age") +
labs(subtitle = sprintf("Last updated : %s", data$TIME_PERIOD[1]))