Dotplot Chart

According to William S. Cleveland dotplots are an alternative to the bar chart, in which dots are used to depict the quantitative values (e.g. counts) associated with categorical variables.



Color Themes


{
   "x" : {
      "Factor1" : ["Lev : 1","Lev : 2","Lev : 3","Lev : 1","Lev : 2","Lev : 3"],
      "Factor2" : ["Lev : A","Lev : B","Lev : A","Lev : B","Lev : A","Lev : B"],
      "Factor3" : ["Lev : X","Lev : X","Lev : Y","Lev : Y","Lev : Z","Lev : Z"],
      "Factor4" : [5,10,15,20,25,30],
      "Factor5" : [8,16,24,32,40,48],
      "Factor6" : [10,20,30,40,50,60]
   },
   "y" : {
      "data" : [
        [5,10,25,40,45,50],
        [95,80,75,70,55,40],
        [25,30,45,60,65,70],
        [55,40,35,30,15,1]
      ],
      "desc" : ["Magnitude1","Magnitude2"],
      "smps" : ["S1","S2","S3","S4","S5","S6"],
      "vars" : ["V1","V2","V3","V4"]
   },
   "z" : {
      "Annt1" : ["Desc : 1","Desc : 2","Desc : 3","Desc : 4"],
      "Annt2" : ["Desc : A","Desc : B","Desc : A","Desc : B"],
      "Annt3" : ["Desc : X","Desc : X","Desc : Y","Desc : Y"],
      "Annt4" : [5,10,15,20],
      "Annt5" : [8,16,24,32],
      "Annt6" : [10,20,30,40]
   }
}

{
   "graphOrientation":"vertical",
   "graphType":"Dotplot",
   "lineType":"spline",
   "smpLabelRotate":"45",
   "smpOverlays":[
      "Factor1",
      "Factor2",
      "Factor3"
   ],
   "smpTitle":"Collection of Samples",
   "smpTitleFontStyle":"italic",
   "subtitle":"Random Data",
   "theme":"CanvasXpress",
   "title":"Dotplot Graph",
   "xAxisTickFormat":"%.0f Mil."
}

library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/cX-generic-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
x=read.table("https://www.canvasxpress.org/data/cX-generic-smp.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-generic-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
  data=y,
  smpAnnot=x,
  varAnnot=z,
  graphOrientation="vertical",
  graphType="Dotplot",
  lineType="spline",
  smpLabelRotate=45,
  smpOverlays=list("Factor1", "Factor2", "Factor3"),
  smpTitle="Collection of Samples",
  smpTitleFontStyle="italic",
  subtitle="Random Data",
  theme="CanvasXpress",
  title="Dotplot Graph",
  xAxisTickFormat="%.0f Mil."
)