A lollipop plot is basically a barplot, where the bar is transformed in a line and a dot. It shows the relationship between a numeric and a categoric variable. However it is more appealing and convey as well the information. It is especially useful when you have several bars of the same height: it avoids to have a cluttered figure and a Moiré effect. The Cleveland dot plot is a handy variation, allowing to compare the value of 2 numeric values for each group.
<!-- Include the CanvasXpress library in your HTML file --> <link rel="stylesheet" href="https://www.canvasxpress.org/dist/canvasXpress.css" type="text/css"/> <script src="https://www.canvasxpress.org/canvasXpress.min.js"></script> <!-- Create a canvas element for the chart with the desired dimensions --> <div> <canvas id="canvasId" width="600" height="600"</canvas> </div> <!-- Create a script to initialize the chart --> <script> <!-- Create the data for the graph --> var data = { "x" : { "Color" : ["A","B","C","D","E","F"] }, "y" : { "data" : [ [-40,-85,-60,50,75,100] ], "smps" : ["Engineering","Biology","Computer","Psycology","Education","Health"], "vars" : ["Var1"] } } <-- Create the configuration for the graph --> var config = { "backgroundType":"solid", "barLollipopFactor":1.5, "barLollipopOpen":"true", "barPath":"true", "barPathColor":"rgb(225,225,225)", "barPathTransparency":"1", "barType":"lollipop", "colorBy":"Color", "colorScheme":"GGPlot", "graphType":"Bar", "marginBottom":"50", "marginLeft":"50", "marginRight":"50", "marginTop":"50", "maxTextSize":"80", "objectBorderColor":"rgba(255,255,255,0)", "setMaxX":"150", "setMinX":"-150", "showDataValues":"true", "showLegend":"false", "smpLabelScaleFontFactor":"2", "title":"Occupations", "xAxis2Show":"false", "xAxisShow":"false", "xAxisTicksMajorShow":"false", "xAxisTicksMinorShow":"false" } <!-- Call the CanvasXpress function to create the graph --> var cX = new CanvasXpress("canvasId", data, config); </script>
library(canvasXpress) y=read.table("https://www.canvasxpress.org/data/cX-lollipop2-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-lollipop2-smp.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE) canvasXpress( data=y, smpAnnot=x, backgroundType="solid", barLollipopFactor=1.5, barLollipopOpen=TRUE, barPath=TRUE, barPathColor="rgb(225,225,225)", barPathTransparency=1, barType="lollipop", colorBy="Color", colorScheme="GGPlot", graphType="Bar", marginBottom=50, marginLeft=50, marginRight=50, marginTop=50, maxTextSize=80, objectBorderColor="rgba(255,255,255,0)", setMaxX=150, setMinX=-150, showDataValues=TRUE, showLegend=FALSE, smpLabelScaleFontFactor=2, title="Occupations", xAxis2Show=FALSE, xAxisShow=FALSE, xAxisTicksMajorShow=FALSE, xAxisTicksMinorShow=FALSE )
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