plotwidgets: Plot widgets

In plotwidgets: Spider Plots, ROC Curves, Pie Charts and More for Use in Other Plots

Plot widgets

Description

A collection of plotting widgets (pie charts, spider plots etc.)

Usage

plotWidget(type = "pie", x = 0.5, y = 0.5, w = 1, h = 1, v,
  col = NULL, border = NA, new = FALSE, aspect = 1, ...)

wgPie(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  new = FALSE, res = 100, aspect = 1, adj = 0, labels = NULL,
  label.params = NULL)

wgRing(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  new = FALSE, res = 100, aspect = 1, adj = 0, start = 0.5,
  labels = NULL, label.params = NULL)

wgPlanets(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL,
  border = NA, new = FALSE, res = 100, aspect = 1, adj = 0,
  labels = NULL, label.params = NULL)

wgBurst(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  new = FALSE, res = 100, aspect = 1, adj = 0, max = NULL,
  labels = NULL, label.params = NULL)

wgRug(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  labels = NULL, label.params = NULL, new = FALSE, aspect = NULL,
  horizontal = TRUE, rev = FALSE)

wgBarplot(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL,
  border = NA, labels = NULL, label.params = NULL, new = FALSE,
  aspect = NULL, max = NULL)

wgBoxpie(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  labels = NULL, label.params = NULL, new = FALSE, aspect = 1,
  grid = 3)

wgRoccurve(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL,
  border = NA, new = FALSE, fill = FALSE, lwd = 1, aspect = 1)

wgSpider(x = 0.5, y = 0.5, w = 1, h = 1, v, col = NULL, border = NA,
  new = FALSE, min = NA, max = NA, tick.labels = FALSE, fill = FALSE,
  lwd = 1, aspect = 1)

Arguments

type	what kind of plot. To list all available plot types, use listPlotWidgets. Instead of the canonical name such as "wgSpider", you can simply use "spider"
x, y	coordinates at which to draw the plot
w, h	width and height of the plot
v	sizes of the slices
col	character vector with colors (palette). A default palette is chosen if the argument is NULL
border	color of the border. Use NA (default) for no border, and NULL for a border in the par("fg") color. No effect in spider plots.
new	Whether to call plot.new() before drawing the widget
aspect	the actual ratio between screen width and screen height. Parameters w and h will be scaled accordingly.
...	Any further arguments passed to plotting functions
res	for pies, rings, planets and bursts: resolution (number of polygon edges in a full circle)
adj	for spider plots, burst plots, planet plots and pies: adjust the start by "adj" degrees. For example, to turn the plot clockwise by 90 degrees, use adj=90
labels	character vector
label.params	a named list with arguments passed to text() for drawing labels (e.g. cex, col etc.)
start	For ring plots, the inner radius of the ring
max	For burst plots – a maximum value used to scale other values to make different plots comparable. For spider plots: the maximum of the scale on spider plot spikes.
horizontal	for rug plots: whether the stacked bar should be horizontal (default), or vertical
rev	logical, for rug plots: right to left or top to bottom rather than the default left to right or bottom to top
grid	boxpie only: the grid over which the areas are distributed. Should be roughly equal to the number of areas shown.
fill	for spider plots and roc curves: whether to draw filled polygons rather than lines
lwd	Line width to use
min	For spider plots: the minimum of the scale on spider plot spikes
tick.labels	For spider plots: labels for the scale ticks

Details

A widget here is a mini-plot which can be placed anywhere on any other plot, at an area specified by the center point coordinates x and y, and width and height. The widgets do not influence the layout of the plot, or change any parameters with par(); it only uses basic graphic primitives for maximal compatibility.

The plotWidget() function is a generic to call the available widgets from one place. Any widget-specific parameters are passed on through the ellipsis (...). See the documentation for specific widgets for more information. Use the functions listPlotWidgets and plotwidgetGallery to see available widgets.

The pie function draws a simple pie chart at specified coordinates with specified width, height and color. The rug function draws a corresponding rug plot, while boxpie creates a "rectangular pie chart" that is considered to be better legible than the regular pie.

Functions

• wgPie: pie() draws a pie chart with width w and height h at coordinates (x,y). The angle width of the slices is taken from the numeric vector v, and their color from the character vector col. Note that one of the main goals of the plotwidget package is to give sufficient alternatives to pie charts, hoping to help eradicate pie charts from the surface of this planet.

• wgRing: A pie with the center removed.

• wgPlanets: Produces a circular arrangement of circles, which vary in their size proportionally to the values in v.

• wgBurst: Burst plots are similar to pies. However, instead of approximating numbers by arc length, wgBurst approximates by area, making the pie slices stand out from the plot in the process.

• wgRug: A stacked, horizontal or vertical bar plot.

• wgBarplot: A minimalistic bar plot. Use the max paramter to scale the bars on several different widgets to the same value.

• wgBoxpie: Rectangular pies are thought to represent information better than pies. Here, the values in v correspond to areas rather than angles, which makes it easier to interpret it visually.

• wgRoccurve: This is one of two wigets that take use a different data type. wgRoccurve takes either a vector of T/F values, or a list of such vectors, and draws a ROC curve for each of these vectors.

• wgSpider: Spider plots can illustrate multivariate data. Different spikes may illustrate different variables, while different lines correspond to different samples – or vice versa. Consequently, wgSpider accepts either a vector (for a single line) or a matrix (in which each column will correspond to a single line on the plot). The length of the vector (or the number of rows in the matrix) corresponds to the number of spikes on the spider plot.

See Also

wgPie, wgBoxpie, wgSpider, wgRug, wgBurst, wgRing, wgBarplot, wgPlanets, wgRoccurve

Examples

# demonstration of the three widgets
plot.new()
par(usr=c(0,3,0,3))
v <- c(7, 5, 11)
col <- plotPals("safe")
b <- "black"
wgRug(0.5, 1.5, 0.8, 0.8, v=v, col=col, border=b)
wgPie(1.5, 1.5, 0.8, 0.8, v=v, col=col, border=b)
wgBoxpie(2.5, 1.5, 0.8, 0.8, v=v, col=col, border=b)

# using pie as plotting symbol
plot(NULL, xlim=1:2, ylim=1:2, xlab="", ylab="")
col <- c("#cc000099", "#0000cc99")
for(i in 1:125) { 
  x <- runif(1) + 1 
  y <- runif(1) + 1
  wgPie( x, y, 0.05, 0.05, c(x,y), col)
}

# square filled with box pies
n <- 10 
w <- h <- 1/(n+1)
plot.new()
for(i in 1:n) for(j in 1:n) 
 wgBoxpie(x=1/n*(i-1/2), y=1/n*(j-1/2), w, h, 
 v=runif(3), col=plotPals("zeileis"))

plotwidgets documentation built on May 10, 2022, 5:12 p.m.