Causes of death - crude death rate by NUTS 2 regions of residence, 3 year average

Data - Eurostat

Author

unit

Code

hlth_cd_ycdr2 |>
  left_join(unit, by = "unit") |>
  group_by(unit, Unit) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) print_table(.) else .}

unit	Unit	Nobs
RT	Rate	40735912

sex

Code

hlth_cd_ycdr2 |>
  left_join(sex, by = "sex") |>
  group_by(sex, Sex) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) print_table(.) else .}

sex	Sex	Nobs
T	Total	14046213
F	Females	13417025
M	Males	13272674

age

Code

hlth_cd_ycdr2 |>
  left_join(age, by = "age") |>
  group_by(age, Age) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

ics10

Code

hlth_cd_ycdr2 |>
  left_join(icd10, by = "icd10") |>
  group_by(icd10, Icd10) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

geo

Code

hlth_cd_ycdr2 |>
  left_join(geo, by = "geo") |>
  group_by(geo, Geo) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

time

Code

hlth_cd_ycdr2 |>
  group_by(time) |>
  summarise(Nobs = n()) |>
  arrange(-Nobs) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

France - 2015

Code

hlth_cd_ycdr2 |>
  filter(time == "2015",
         age == "TOTAL",
         sex == "T",
         geo == "FR") |>
  left_join(icd10, by = "icd10") |>
  select(icd10, Icd10, values) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

Suicide Rate

Code

hlth_cd_ycdr2 |>
  filter(time == "2015",
         age == "TOTAL",
         sex == "T",
         icd10 %in% c("X60-X84_Y870", "A-R_V-Y")) |>
  left_join(geo, by = "geo") |>
  select(geo, Geo, icd10, values) |>
  spread(icd10, values) |>
  mutate(`%` = round(100*`X60-X84_Y870`/`A-R_V-Y`, 2)) |>
  arrange(-`%`) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F) else .}

NUTS 2 - Suicide

2015

Code

hlth_cd_ycdr2 |>
  filter(time == "2015",
         age == "TOTAL",
         sex == "T",
         icd10 %in% c("X60-X84_Y870", "A-R_V-Y")) |>
  left_join(geo, by = "geo") |>
  select(geo, Geo, icd10, values) |>
  spread(icd10, values) |>
  right_join(europe_NUTS2, by = "geo") |>
  filter(long >= -13.5, lat >= 33) |>
  ggplot(aes(x = long, y = lat, group = group, fill = `X60-X84_Y870`/`A-R_V-Y`)) +
  geom_polygon() + coord_map() +
  scale_fill_viridis_c(na.value = "white",
                       labels = scales::percent_format(accuracy = .1),
                       breaks = 0.01*seq(0, 100, 0.5),
                       values = c(0, 0.1, 0.3, 0.4, 0.5, 0.6, 1)) +
  theme_void() + theme(legend.position = c(0.15, 0.85)) +
  labs(fill = "Employment \nPrimary Education (%)")

2013

Code

hlth_cd_ycdr2 |>
  filter(time == "2013",
         age == "TOTAL",
         sex == "T",
         icd10 %in% c("X60-X84_Y870", "A-R_V-Y")) |>
  left_join(geo, by = "geo") |>
  select(geo, Geo, icd10, values) |>
  spread(icd10, values) |>
  right_join(europe_NUTS2, by = "geo") |>
  filter(long >= -13.5, lat >= 33) |>
  ggplot(aes(x = long, y = lat, group = group, fill = `X60-X84_Y870`/`A-R_V-Y`)) +
  geom_polygon() + coord_map() +
  scale_fill_viridis_c(na.value = "white",
                       labels = scales::percent_format(accuracy = .1),
                       breaks = 0.01*seq(0, 100, 0.5),
                       values = c(0, 0.1, 0.3, 0.4, 0.5, 0.6, 1)) +
  theme_void() + theme(legend.position = c(0.15, 0.85)) +
  labs(fill = "Employment \nPrimary Education (%)")