Scatter2D Chart
A scatterplot displays the relationship between 2 numeric variables. For each data point, the value of its first variable is represented on the X axis, the second on the Y axis.
Example Color Themes
<!-- 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 = {
"y" : {
"data" : [
[1,1,0.038],[1,2,0.028],[1,3,0.543],[1,4,0.08],[1,5,0.192],[1,6,0.284],[1,7,0.132],[1,8,0.87],[1,9,0.182],[1,10,0.151],[1,11,0.339],[1,12,0.143],[1,13,0.029],[1,14,0.592],[1,15,0.335],[1,16,0.026],[1,17,0.009],[1,18,0.93],[1,19,0.323],[1,20,0.251],[1,21,0.043],[1,22,0.857],[1,23,0.004],[1,24,0.023],[1,25,1.083],[1,26,0.288],[1,27,0.408],[1,28,0.042],[1,29,0.349],[1,30,0.077],[1,31,0.132],[1,32,0.09],[1,33,0.411],[1,34,0.164],[1,35,2.403],[1,36,0.079],[1,37,2.134],[1,38,0.682],[1,39,0.042],[1,40,0.213],[1,41,0.42],[1,42,0.36],[1,43,1.426],[1,44,0.011],[1,45,0.364],[1,46,0.018],[1,47,0.051],[1,48,0.193],[1,49,0.012],[1,50,0.208],[1,51,0.476],[1,52,0.459],[1,53,0.399],[1,54,0.105],[1,55,1.409],[1,56,0.125],[1,57,0.169],[1,58,0.766],[1,59,0.583],[1,60,0.288],[1,61,0.17],[1,62,0.007],[1,63,0.119],[1,64,0.246],[1,65,0.07],[1,66,0.722],[1,67,0.566],[1,68,0.081],[1,69,0.159],[1,70,0.618],[1,71,1.366],[1,72,0.852],[1,73,0.664],[1,74,0.319],[1,75,0.704],[1,76,0.143],[1,77,2.103],[1,78,0.425],[1,79,0.288],[1,80,2.803],[1,81,0.235],[1,82,0.801],[1,83,0.444],[1,84,0.19],[1,85,0.11],[1,86,0.248],[1,87,0.631],[1,88,1.045],[1,89,1.067],[1,90,0.515],[1,91,0.175],[1,92,3.621],[1,93,0.68],[1,94,0.03],[1,95,0.033],[1,96,0.134],[1,97,0.477],[1,98,0.288],[1,99,0.128],[1,100,0.208],[1,101,0.203],[1,102,0.663],[1,103,0.664],[1,104,0.41],[1,105,0.025],[1,106,0.016],[1,107,0.13],[1,108,0.134],[1,109,0.271],[1,110,2.643],[1,111,0.215],[1,112,0.077],[1,113,0.124],[1,114,0.344],[1,115,0.271],[1,116,0.269],[1,117,2.859],[1,118,0.448],[1,119,0.213],[1,120,0.081],[1,121,0.447],[1,122,0.386],[1,123,0.241],[1,124,0.229],[1,125,0.142],[1,126,0.403],[1,127,0.036],[1,128,0.016],[1,129,0.631],[1,130,0.139],[1,131,0.044],[1,132,0.219],[1,133,0.199],[1,134,0.028],[1,135,0.07],[1,136,0.236],[1,137,0.085],[1,138,0.944],[1,139,0.116],[1,140,0.205],[1,141,0.828],[1,142,1.095],[1,143,0.333],[1,144,0.108],[1,145,0.134],[1,146,0.087],[1,147,0.769],[1,148,0.024],[1,149,0.532],[1,150,0.826],[1,151,0.143],[1,152,0.489],[1,153,0.108],[1,154,0.404],[1,155,0.168],[1,156,0.11],[1,157,0.726],[1,158,1.536],[1,159,0.867],[1,160,0.167],[1,161,0.029],[1,162,0.259],[1,163,0.22],[1,164,0.705],[1,165,0.271],[1,166,0.745],[1,167,0.344],[1,168,0.498],[1,169,0.934],[1,170,0.73],[1,171,0.136],[1,172,0.385],[1,173,0.382],[1,174,0.318],[1,175,0.369],[1,176,0.864],[1,177,0.083],[1,178,0.227],[1,179,0.099],[1,180,0.114],[1,181,0.037],[1,182,0.064],[1,183,0.498],[1,184,0.586],[1,185,0.129],[1,186,0.126],[1,187,0.037],[1,188,0.1],[1,189,0.875],[1,190,0.54],[1,191,0.71],[1,192,0.105],[1,193,0.889],[1,194,0.889],[1,195,1.141],[1,196,1.274],[1,197,0.274],[1,198,0.949],[1,199,0.128],[1,200,0.135],[1,201,0.052],[1,202,0.286],[1,203,0.069],[1,204,0.353],[1,205,0.801],[1,206,0.354],[1,207,0.014],[1,208,0.314],[1,209,0.597],[1,210,0.585],[1,211,0.265],[1,212,0.187],[1,213,0.473],[1,214,1.215],[1,215,0.345],[1,216,0.076],[1,217,0.24],[1,218,0.451],[1,219,0.261],[1,220,0.049],[1,221,0.309],[1,222,0.765],[1,223,0.265],[1,224,0.017],[1,225,0.503],[1,226,0.085],[1,227,0.512],[1,228,0.731],[1,229,1.315],[1,230,0.609],[1,231,0.454],[1,232,0.798],[1,233,0.516],[1,234,1.755],[1,235,0.001],[1,236,0.094],[1,237,1.062],[1,238,0.06],[1,239,0.256],[1,240,0.375],[1,241,1.169],[1,242,0.25],[1,243,1.15],[1,244,0.674],[1,245,0.259],[1,246,0.316],[1,247,0.797],[1,248,0.825],[1,249,0.301],[1,250,0.026],[1,251,0.475],[1,252,0.724],[1,253,0.569],[1,254,0.275],[1,255,1.668],[1,256,0.097],[1,257,0.957],[1,258,0.267],[1,259,0.243],[1,260,0.208],[1,261,0.145],[1,262,0.909],[1,263,0.507],[1,264,0.024],[1,265,0.301],[1,266,0.868],[1,267,0.06],[1,268,0.688],[1,269,0.033],[1,270,0.052],[1,271,0.865],[1,272,0.104],[1,273,0.343],[1,274,0.867],[1,275,0.052],[1,276,0.472],[1,277,0.495],[1,278,0.393],[1,279,0.319],[1,280,0.434],[1,281,0.331],[1,282,1.301],[1,283,0.727],[1,284,0.007],[1,285,0.483],[1,286,0.767],[1,287,0.311],[1,288,1.728],[1,289,0.469],[1,290,1.527],[1,291,0.061],[1,292,0.135],[1,293,0.501],[1,294,0.412],[1,295,0.478],[1,296,1.046],[1,297,0.12],[1,298,0.219],[1,299,0.837],[1,300,1.487],[1,301,0.315],[1,302,0.352],[1,303,1.219],[1,304,0.484],[1,305,0.056],[1,306,0.031],[1,307,0.406],[1,308,0.799],[1,309,0.494],[1,310,0.512],[1,311,0.967],[1,312,0.009],[1,313,0.303],[1,314,1.031],[1,315,0.674],[1,316,0.031],[1,317,0.527],[1,318,0.184],[1,319,0.045],[1,320,0.004],[1,321,0.366],[1,322,0.404],[1,323,0.847],[1,324,0.553],[1,325,0.248],[1,326,0.029],[1,327,0.445],[1,328,0.074],[1,329,0.141],[1,330,0.124],[1,331,0.034],[1,332,2.623],[1,333,0.794],[1,334,0.398],[1,335,0.17],[1,336,0.318],[1,337,0.272],[1,338,0.499],[1,339,0.088],[1,340,0.534],[1,341,0.388],[1,342,1.041],[1,343,0.097],[1,344,0.443],[1,345,1.392],[1,346,1.386],[1,347,0.02],[1,348,0.427],[1,349,0.093],[1,350,0.04],[1,351,0.356],[1,352,0.239],[1,353,1.132],[1,354,0.783],[1,355,0.13],[1,356,0.322],[1,357,0.163],[1,358,0.021],[1,359,0.303],[1,360,0.327],[1,361,0.251],[1,362,0.185],[1,363,0.553],[1,364,0.008],[1,365,0.191],[1,366,0.234],[1,367,0.21],[1,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}
<-- Create the configuration for the graph -->
var config = {
"chromosomeLengths":[
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{
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"width":1,
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},
{
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"width":1,
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}
],
"marker":[
{
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"offsetX":5,
"offsetY":0,
"rotate":-45,
"sample":[
"Chr",
"Pos",
"-log10(pValue)"
],
"text":"rs4064",
"type":"text",
"variable":"rs4064"
}
]
},
"graphType":"Scatter2D",
"highlightVar":[
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"rs11846"
],
"manhattanMarkerChromosomeNumber":"Chr",
"manhattanMarkerLogPValue":"-log10(pValue)",
"manhattanMarkerPosition":"Pos",
"scatterOutlineThreshold":"5000",
"scatterType":"manhattan",
"title":"Manhattan Plot"
}
<!-- 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-gwas-dat.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
chromosomeLengths=list(1500, 1191, 1040, 945, 877, 825, 784, 750, 721, 696, 674, 655, 638, 622, 608, 595, 583, 572, 562, 553, 544, 535),
decorations=list(line=list(list(color="rgb(255,0,0)", width=1, y=7), list(color="rgb(0,0,255)", width=1, y=5)), marker=list(list(align="left", offsetX=5, offsetY=0, rotate=-45, sample=list("Chr", "Pos", "-log10(pValue)"), text="rs4064", type="text", variable="rs4064"))),
graphType="Scatter2D",
highlightVar=list("rs13895", "rs11846"),
manhattanMarkerChromosomeNumber="Chr",
manhattanMarkerLogPValue="-log10(pValue)",
manhattanMarkerPosition="Pos",
scatterOutlineThreshold=5000,
scatterType="manhattan",
title="Manhattan Plot"
)
