visualizing US agricultural products in 2011

Rooholamin Rasooli
2020/02/03

First Slide

I'm going to use plotly in order to create this graph. data is taken from a US government public database.

Slide With Code

library(plotly)
df <- read.csv(
  "https://raw.githubusercontent.com/plotly/datasets/master/2011_us_ag_exports.csv")
df$hover <- with(df, paste(state, '<br>', "Beef", beef, "Dairy", dairy, "<br>",
                           "Fruits", total.fruits, "Veggies", total.veggies,
                           "<br>", "Wheat", wheat, "Corn", corn))
# give state boundaries a white border
l <- list(color = toRGB("white"), width = 2)
# specify some map projection/options
g <- list(
  scope = 'usa',
  projection = list(type = 'albers usa'),
  showlakes = TRUE,
  lakecolor = toRGB('white')
)

fig <- plot_geo(df, locationmode = 'USA-states')
fig <- fig %>% add_trace(
  z = ~total.exports, text = ~hover, locations = ~code,
  color = ~total.exports, colors = 'Purples'
)
fig <- fig %>% colorbar(title = "Millions USD")
fig <- fig %>% layout(
  title = '2011 US Agriculture Exports by State<br>(Hover for breakdown)',
  geo = g
)

Slide With Plot

Error in file(con, "rb") : cannot open the connection