ScatterBubble2D Chart

A bubble plot is a scatterplot where a third dimension is added: the value of an additional numeric variable is represented through the size of the dots. You need 3 numerical variables as input: one is represented by the X axis, one by the Y axis, and one by the dot size.



Color Themes


{
   "colorBy":"Continent",
   "graphType":"ScatterBubble2D",
   "showTransition":"false",
   "theme":"CanvasXpress",
   "xAxis":[
      "LifeExpectancy"
   ],
   "yAxis":[
      "GDPPerCapita"
   ],
   "yAxisTransform":"log2",
   "zAxis":[
      "Population"
   ]
}

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/cX-bubble-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
z=read.table("https://www.canvasxpress.org/data/cX-bubble-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
  data=y,
  varAnnot=z,
  colorBy="Continent",
  graphType="ScatterBubble2D",
  showTransition=FALSE,
  theme="CanvasXpress",
  xAxis=list("LifeExpectancy"),
  yAxis=list("GDPPerCapita"),
  yAxisTransform="log2",
  zAxis=list("Population")
)