Total debt service (% of GNI) - DT.TDS.DECT.GN.ZS

Data - WDI

~/data/wdi/

Nobs - Javascript

DT.TDS.DECT.GN.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  group_by(iso2c, Iso2c) %>%
  rename(value = `DT.TDS.DECT.GN.ZS`) %>%
  mutate(value = round(value, 2)) %>%
  summarise(Nobs = n(),
            `Year 1` = first(year),
            `Rent 1 (%)` = first(value),
            `Year 2` = last(year),
            `Rent 2 (%)` = last(value)) %>%
  arrange(-`Rent 2 (%)`) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

China, France, Germany

DT.TDS.DECT.GN.ZS %>%
  filter(iso2c %in% c("CN", "FR", "DE")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_enddate %>%
  ggplot(.) + 
  geom_line(aes(x = date, y = DT.TDS.DECT.GN.ZS/100, color = Iso2c, linetype = Iso2c)) + 
  theme_minimal() + scale_color_manual(values = viridis(4)[1:3]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.8, 0.8)) +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Total debt service (% of GNI)")