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Making a choropleth map

Choropleth maps, which visualize statistical variation through the shading of areas, are among the most popular ways to map demographic data. Census or ACS data acquired with tidycensus can be mapped in this way in ggplot2 with geom_sf using the estimate column as a fill aesthetic. In this exercise, you'll make a choropleth map with ggplot2 of median owner-occupied home values by Census tract for Marin County, California.

Cet exercice fait partie du cours

Analyzing US Census Data in R

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Instructions

  • Initialize the ggplot object.
  • Set the polygon fill to the estimate column.
  • Map your data with geom_sf().

Exercice interactif pratique

Essayez cet exercice en complétant cet exemple de code.

library(ggplot2)

# Create a choropleth map with ggplot
___(marin_value, aes(___ = ___)) + 
  ___()
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