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Bubble Maps in R

How to make a bubble chart and map in R.

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## [1] '4.5.2'

United States Bubble Map

df <- read.csv('')

df$q <- with(df, cut(pop, quantile(pop)))
levels(df$q) <- paste(c("1st", "2nd", "3rd", "4th", "5th"), "Quantile")
df$q <- as.ordered(df$q)

g <- list(
  scope = 'usa',
  projection = list(type = 'albers usa'),
  showland = TRUE,
  landcolor = toRGB("gray85"),
  subunitwidth = 1,
  countrywidth = 1,
  subunitcolor = toRGB("white"),
  countrycolor = toRGB("white")

p <- plot_geo(df, locationmode = 'USA-states', sizes = c(1, 250)) %>%
    x = ~lon, y = ~lat, size = ~pop, color = ~q, hoverinfo = "text",
    text = ~paste(df$name, "<br />", df$pop/1e6, " million")
  ) %>%
  layout(title = '2014 US city populations<br>(Click legend to toggle)', geo = g)

# Create a shareable link to your chart
# Set up API credentials:
chart_link = api_create(p, filename="scattergeo-bubble")