Interactive Dashboards with DOE and Boxplot Charts
Dashboards in CanvasXpress streamline data visualization and analysis by combining various charts and visual elements into one interactive interface. With customizable layouts, they offer a clear view of complex datasets, making it easier to spot trends and insights. Users can filter, drill down, and explore data dynamically, providing a user-friendly experience for both experts and non-technical audiences. Whether for business, research, or project monitoring, CanvasXpress dashboards help users make confident, data-driven decisions efficiently.
<html>
<head>
<!-- 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/dist/canvasXpress.min.js"></script>
</head>
<body>
<!-- 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>
// Use a data frame (2D-array) for the graph
var data = [
[ "Id", "U-Trial 1", "U-Trial 2", "U-Trial 3", "S-Trial 1", "S-Trial 2", "S-Trial 3", "Order", "Sex", "Age", "Opinion", "Smoker"],
[ "s1", 38.4, 27.7, 25.7, 53.1, 30.6, 30.2, "1", "M", 23, "pos", "N"],
[ "s2", 46.2, 57.2, 41.9, 54.7, 43.3, 56.7, "2", "F", 43, "neg", "Y"],
[ "s3", 72.5, 57.9, 51.9, 74.2, 53.4, 42.4, "1", "M", 43, "pos", "N"],
[ "s4", 38, 38, 32.2, 49.6, 37.4, 34.4, "2", "M", 32, "neg", "N"],
[ "s5", 82.8, 57.9, 64.7, 53.6, 48.6, 44.8, "1", "M", 15, "neg", "N"],
[ "s6", 33.9, 32, 31.4, 51.3, 35.5, 42.9, "2", "F", 37, "pos", "Y"],
[ "s7", 50.4, 40.6, 40.1, 44.1, 46.9, 42.7, "1", "F", 26, "pos", "N"],
[ "s8", 35, 33.1, 43.2, 34, 26.4, 24.8, "2", "F", 35, "pos", "N"],
[ "s9", 32.8, 26.8, 33.9, 34.5, 25.1, 25.1, "1", "M", 26, "pos", "N"],
[ "s10", 60.1, 53.2, 40.4, 59.1, 87.1, 59.2, "2", "F", 31, "indiff", "N"],
[ "s11", 75.1, 63.1, 58, 67.3, 43.8, 42.2, "1", "F", 35, "pos", "Y"],
[ "s12", 57.6, 57.7, 61.5, 75.5, 126.6, 48.4, "2", "F", 55, "indiff", "Y"],
[ "s13", 55.5, 63.3, 44.6, 41.1, 41.8, 32, "1", "F", 25, "pos", "Y"],
[ "s14", 49.5, 45.8, 35.3, 52.2, 53.8, 48.1, "2", "M", 39, "indiff", "Y"],
[ "s15", 40.9, 35.7, 37.2, 28.3, 26, 33.7, "1", "M", 25, "indiff", "N"],
[ "s16", 44.3, 46.8, 39.4, 74.9, 45.3, 42.6, "2", "M", 26, "pos", "N"],
[ "s17", 93.8, 91.9, 77.4, 77.5, 55.8, 54.9, "1", "M", 33, "neg", "Y"],
[ "s18", 47.9, 59.9, 52.8, 50.9, 58.6, 64.5, "2", "M", 62, "neg", "N"],
[ "s19", 75.2, 54.1, 63.6, 70.1, 44, 43.1, "1", "F", 54, "pos", "Y"],
[ "s20", 46.2, 39.3, 56.6, 60.3, 47.8, 52.8, "2", "F", 38, "neg", "N"],
[ "s21", 56.3, 45.8, 58.9, 59.9, 36.8, 44.3, "1", "M", 65, "neg", "N" ]
];
// Create the configuration for the graph
var config = {
"graphOrientation" : "vertical",
"graphType" : "Boxplot",
"histogramBins" : false,
"showTransition" : false,
"smpTextRotate" : 90,
"smpTitle" : "Smoking Status",
"theme" : "lastAirBenderWater",
"xAxis" : ["U-Trial 1","U-Trial 2","U-Trial 3","S-Trial 1","S-Trial 2","S-Trial 3"]
}
// Event used to create graph (optional)
var events = false
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
// Functions after rendering graph
cX.groupSamples(["Smoker"]);
cX.createDOE();
</script>
</body>
</html>
<html>
<head>
<!-- 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/dist/canvasXpress.min.js"></script>
</head>
<body>
<!-- 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" : {
"Age" : [23,43,43,32,15,37,26,35,26,31,35,55,25,39,25,26,33,62,54,38,65],
"Opinion" : ["pos","neg","pos","neg","neg","pos","pos","pos","pos","indiff","pos","indiff","pos","indiff","indiff","pos","neg","neg","pos","neg","neg"],
"Order" : ["1","2","1","2","1","2","1","2","1","2","1","2","1","2","1","2","1","2","1","2","1"],
"Sex" : ["M","F","M","M","M","F","F","F","M","F","F","F","F","M","M","M","M","M","F","F","M"],
"Smoker" : ["N","Y","N","N","N","Y","N","N","N","N","Y","Y","Y","Y","N","N","Y","N","Y","N","N"]
},
"y" : {
"data" : [
[38.4,46.2,72.5,38,82.8,33.9,50.4,35,32.8,60.1,75.1,57.6,55.5,49.5,40.9,44.3,93.8,47.9,75.2,46.2,56.3],
[27.7,57.2,57.9,38,57.9,32,40.6,33.1,26.8,53.2,63.1,57.7,63.3,45.8,35.7,46.8,91.9,59.9,54.1,39.3,45.8],
[25.7,41.9,51.9,32.2,64.7,31.4,40.1,43.2,33.9,40.4,58,61.5,44.6,35.3,37.2,39.4,77.4,52.8,63.6,56.6,58.9],
[53.1,54.7,74.2,49.6,53.6,51.3,44.1,34,34.5,59.1,67.3,75.5,41.1,52.2,28.3,74.9,77.5,50.9,70.1,60.3,59.9],
[30.6,43.3,53.4,37.4,48.6,35.5,46.9,26.4,25.1,87.1,43.8,126.6,41.8,53.8,26,45.3,55.8,58.6,44,47.8,36.8],
[30.2,56.7,42.4,34.4,44.8,42.9,42.7,24.8,25.1,59.2,42.2,48.4,32,48.1,33.7,42.6,54.9,64.5,43.1,52.8,44.3]
],
"desc" : ["time in seconds"],
"smps" : ["s1","s2","s3","s4","s5","s6","s7","s8","s9","s10","s11","s12","s13","s14","s15","s16","s17","s18","s19","s20","s21"],
"vars" : ["U-Trial 1","U-Trial 2","U-Trial 3","S-Trial 1","S-Trial 2","S-Trial 3"]
}
}
// Create the configuration for the graph
var config = {
"graphOrientation" : "vertical",
"graphType" : "Boxplot",
"histogramBins" : false,
"showTransition" : false,
"smpTextRotate" : 90,
"smpTitle" : "Smoking Status",
"theme" : "lastAirBenderWater",
"xAxis" : ["U-Trial 1","U-Trial 2","U-Trial 3","S-Trial 1","S-Trial 2","S-Trial 3"]
}
// Event used to create graph (optional)
var events = false
// Call the CanvasXpress function to create the graph
var cX = new CanvasXpress("canvasId", data, config, events);
// Functions after rendering graph
cX.groupSamples(["Smoker"]);
cX.createDOE();
</script>
</body>
</html>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-scents-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/r/cX-scents-smp.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
smpAnnot=x,
graphOrientation="vertical",
graphType="Boxplot",
histogramBins=FALSE,
showTransition=FALSE,
smpTextRotate=90,
smpTitle="Smoking Status",
theme="lastAirBenderWater",
xAxis=list("U-Trial 1", "U-Trial 2", "U-Trial 3", "S-Trial 1", "S-Trial 2", "S-Trial 3"),
afterRender=list(list("groupSamples", list("Smoker")), list("createDOE"))
)
