statebins: Create a new ggplot-based "statebin" chart for USA...

In statebins: Create United States Uniform Cartogram Heatmaps

Description

Pass in a data frame and get back a square choropleth.

Usage

statebins(
  state_data,
  state_col = "state",
  value_col = "value",
  dark_label = "black",
  light_label = "white",
  na_label = "white",
  font_size = 3,
  state_border_col = "white",
  state_border_size = 2,
  round = FALSE,
  radius = grid::unit(6, "pt"),
  ggplot2_scale_function = ggplot2::scale_fill_distiller,
  ...
)

Arguments

state_data	data frame of states and values to plot
state_col	column name in state_data that has the states. no duplicates and can be names (e.g. "Maine") or abbreviatons (e.g. "ME")
value_col	column name in state_data that holds the values to be plotted
dark_label, light_label, na_label	dark/light/NA label colors. The specified color will be used when the algorithm determines labels should be inverted.
font_size	font size (default = 3)
state_border_col	default "white" - this creates the "spaces" between boxes
state_border_size	border size
round	rounded corners (default: FALSE)
radius	if round is TRUE then use grid::unit to specify the corner radius. Default is grid::unit(6, "pt") if using rounded corners.
ggplot2_scale_function	ggplot2 scale function to use. Defaults to scale_fill_distiller since you're likely passing in continuous data when you shouldn't be :-)
...	additional parameters to the scale function

Details

The state_col and value_col parameters default to state and value. That means if you name the columns you want to plot with those names, you can forego passing them in. Othersise, use "strings".

A handy feature of this function is that you can specify a dark_label color and a light_label color. What does that mean? Well, you also pass in the color scale function you're going to use and statebins will apply it and use that information to determine what the tile color is and — if it's "dark" it will use the light_label and if it's "light" it will use the dark_label color. That means the labels will never blend in to the background (as long as you specify decent label colors).

You can customize the scale function you pass in by using name parameters. All named parameters not used by statebins() itself get passed to the scale function.

Value

ggplot2 object

Examples

data(USArrests)

USArrests$state <- rownames(USArrests)
statebins(USArrests, value_col="Assault", name = "Assault") +
  theme_statebins(legend_position="right")

Example output

statebins documentation built on July 9, 2020, 1:06 a.m.