The WHO
package allows the user to download public health data from the World Health Organization’s Global Health Observatory in a dynamic and reproducible way.
The package can be installed from either CRAN or Github (development version):
The get_codes
function returns a data frame with series codes and descriptions for all available series:
## Observations: 3,287
## Variables: 3
## $ label <chr> "MDG_0000000001", "MDG_0000000003", "MDG_0000000005", ...
## $ display <chr> "Infant mortality rate (probability of dying between b...
## $ url <chr> "https://www.who.int/uat-portal/indicator-metadata-reg...
(To retrieve additional meta information (e.g. French and Spanish descriptions, category breakdowns of series, etc), use get_codes(extra = TRUE)
.)
To find a series of interest, use either View(codes)
in Rstudio, or search with regular expressions:
## # A tibble: 4 x 3
## label display url
## <chr> <chr> <chr>
## 1 WHOSIS_0~ Life expectancy at birth ~ https://www.who.int/uat-portal/indi~
## 2 WHOSIS_0~ Healthy life expectancy (~ https://www.who.int/uat-portal/indi~
## 3 WHOSIS_0~ Life expectancy at age 60~ https://www.who.int/uat-portal/indi~
## 4 WHOSIS_0~ Healthy life expectancy (~ https://www.who.int/uat-portal/indi~
Having found the series of interest (in the label
column), we can easily retrieve the data and, for example, make a chart:
## # A tibble: 6 x 7
## year gho country sex region publishstate value
## <dbl> <chr> <chr> <chr> <chr> <chr> <dbl>
## 1 2001 Life expectancy at birt~ Rwanda Both se~ Africa Published 46.5
## 2 2002 Life expectancy at birt~ Rwanda Male Africa Published 46
## 3 2004 Life expectancy at birt~ Rwanda Female Africa Published 54.6
## 4 2004 Life expectancy at birt~ Rwanda Both se~ Africa Published 51.9
## 5 2005 Life expectancy at birt~ Rwanda Male Africa Published 51
## 6 2007 Life expectancy at birt~ Rwanda Female Africa Published 62.2
df %>%
filter(sex == "Both sexes") %>%
group_by(region, year) %>%
summarise(value = mean(value)) %>%
ggplot(aes(x = year, y = value, color = region, linetype = region)) +
geom_line(size = 1) +
theme_light(9) +
labs(x = NULL, y = "Life expectancy at birth (years)\n",
linetype = NULL, color = NULL,
title = "Evolution of life expectancy (by region)\n")
This package is in no way officially related to or endorsed by the WHO.