calc_densities: Calculate densities

In tmaptools: Thematic Map Tools

Calculate densities

Description

Transpose quantitative variables to densitiy variables, which are often needed for choroplets. For example, the colors of a population density map should correspond population density counts rather than absolute population numbers.

Usage

calc_densities(
  shp,
  var,
  target = "metric",
  total.area = NULL,
  suffix = NA,
  drop = TRUE
)

Arguments

shp	a shape object, i.e., an sf object.
var	name(s) of a qualtity variable name contained in the shp data
target	the target unit, see approx_areas. Density values are calculated in var/target^2.
total.area	total area size of shp in number of target units (defined by unit), approx_areas.
suffix	character that is appended to the variable names. The resulting names are used as column names of the returned data.frame. By default, _sq_<target>, where target corresponds to the target unit, e.g. _sq_km
drop	boolean that determines whether an one-column data-frame should be returned as a vector

Value

Vector or data.frame (depending on whether length(var)==1 with density values.

Examples

if (require(tmap) && packageVersion("tmap") >= "3.99") {
data(NLD_muni)

NLD_muni_pop_per_km2 <- calc_densities(NLD_muni,
  target = "km km", var = c("population", "dwelling_total"))
NLD_muni <- sf::st_sf(data.frame(NLD_muni, NLD_muni_pop_per_km2))

tm_shape(NLD_muni) +
  tm_polygons(
    fill = c("population_km.2", "dwelling_total_km.2"),
    fill.legend =
      list(
        tm_legend(expression("Population per " * km^2)),
        tm_legend(expression("Dwellings per " * km^2)))) +
tm_facets(free.scales = TRUE) +
  tm_layout(panel.show = FALSE)
}

tmaptools documentation built on April 4, 2025, 2:02 a.m.