Polygonen in kaart brengen

Interactieve kaarten met leaflet in R

Rich Majerus

Vice President of Strategy & Planning, Queens University of Charlotte

Polygonen plotten

shp %>% 
  leaflet() %>% 
  addTiles() %>% 
  addPolygons()

Alle NC-postcodes 1

addPolygons()

weight - de lijndikte van de randen in pixels
color - de kleur van de polygonen
label - info die verschijnt bij hover
highlight - opties om een polygoon te highlighten bij hover

shp %>% 
leaflet() %>% 
addTiles() %>% 
addPolygons(weight = 1,
            color = "grey",
            label = ~paste0("Total Income: " dollar(income)),
            highlight = highlightOptions(weight = 3, color = "red",
                                         bringToFront = TRUE))

addPolygons()

Alle NC-postcodes 2

Numerieke data kleuren

colorNumeric

nc_pal <- colorNumeric(palette = "Blues", 
                       domain = high_inc@data$mean_income)

colorBin

nc_pal <- colorBin(palette = "YlGn", bins = 5,
                   domain = high_inc@data$mean_income)

colorQuantile

nc_pal <- colorQuantile(palette = "YlGn", n = 4, 
                        domain = high_inc@data$mean_income)

colorNumeric()

nc_pal <- colorNumeric("Blues", domain = high_inc@data$mean_income)

previewColors(pal = nc_pal, 
              values = c(seq(100000, 600000, by = 100000)))

previewColors()

Choropleetkaart

nc_pal <- colorNumeric(palette = "Blues", 
                       domain = shp@data$mean_income)

shp %>% 
  leaflet() %>% 
  addTiles()  %>% 
  addPolygons(weight = 1, fillOpacity = 1,
              color =  ~nc_pal(mean_income),
              label = ~paste0("Mean Income: ", 
                              dollar(mean_income)),
              highlight = highlightOptions(weight = 3,
                                           color = "red",
                                           bringToFront = TRUE))

Choropleetkaart

NC-inkomen choropleet

Choropleetvoorbeeld

ggplot(shp@data,
       aes(mean_income)) +
  geom_histogram()

Histogram van inkomen

ggplot(shp@data, 
        aes(log(mean_income))) +
  geom_histogram()

Histogram van gelogd inkomen

Loggen

NC gelogd inkomen choropleet 1

Laten we oefenen!

Interactieve kaarten met leaflet in R