Powerful Data Visualization with CanvasXpress
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", "Age", "Clin2", "Clin3", "Survival", "Survival-Censor", "Survival2", "Survival2-Censor", "Clin4", "HPV", "Sex", "Clasification", "Clin1", "Region", "Drug", "Stage", "Smoking"],
[ "Sub-1", 66, 1, 234, 12.4, 0, 1.6, 0, ">=1", "Pos", "M", "PD", "Y", "North America", "Drug1", "IV", "Unknown"],
[ "Sub-2", 59, 1, 123, 21.4, 0, 21.4, 0, ">=1", "Nor Reported", "F", "NE", "Y", "North America", "Drug2", "III", "No"],
[ "Sub-3", 66, 1, 173, 12.9, 0, 1.8, 0, "<1", "Pos", "M", "PD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-4", 66, 1, 150, 18.5, 1, 3.3, 0, "<1", "Pos", "M", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-5", 63, 1, 95, 2.9, 0, 2.9, 0, "", "Nor Reported", "M", "SD", "Y", "North America", "Drug3", "IV", "Yes"],
[ "Sub-6", 50, 1, null, 3.7, 0, 1.7, 0, "<1", "Pos", "M", "PD", "N", "North America", "Drug4", "IV", "Yes"],
[ "Sub-7", 53, 1, 122, 10.2, 0, 1.8, 1, ">=1", "Nor Reported", "M", "SD", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-8", 49, 1, 119, 15, 1, 0, 1, "", "Nor Reported", "M", "NE", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-9", 29, 1, 114, 8, 0, 3.1, 0, "", "Nor Reported", "F", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-10", 49, 1, 478, 22.7, 1, 1.9, 0, "<1", "Nor Reported", "M", "PD", "Y", "North America", "Drug1", "IV", "Yes"],
[ "Sub-11", 67, 0, 188, 24.5, 1, 23.3, 1, "<1", "Pos", "M", "CR", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-12", 57, 0, 180, 3.8, 0, 2, 0, ">=1", "Pos", "M", "PD", "Y", "North America", "Drug1", "IV", "No"],
[ "Sub-13", 69, 1, 178, 7.2, 0, 4.7, 0, "<1", "Pos", "M", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-14", 59, 1, 166, 24.5, 1, 7.7, 0, "", "Pos", "M", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-15", 55, 0, 300, 2.1, 0, 2.1, 0, ">=1", "Pos", "M", "NE", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-16", 55, 1, 153, 2.3, 0, 2.3, 0, "", "Neg", "M", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-17", 55, 0, 174, 19.5, 0, 1.9, 0, "<1", "Neg", "M", "PD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-18", 59, 1, 112, 5.2, 0, 1.8, 0, "<1", "Nor Reported", "M", "PD", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-19", 67, 1, 317, 7.1, 0, 3.2, 0, "<1", "Neg", "M", "SD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-20", 66, 0, 151, 9.8, 0, 2, 0, "<1", "Pos", "M", "PD", "N", "North America", "Drug4", "IV", "No"],
[ "Sub-21", 59, 1, 211, 20.2, 1, 6.4, 1, ">=1", "Neg", "M", "PR", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-22", 54, 0, 175, 3.9, 0, 2, 0, ">=1", "Neg", "M", "PD", "Y", "North America", "Drug1", "IV", "Yes"],
[ "Sub-23", 58, 1, 323, 9.9, 0, 1.8, 0, "", "Pos", "M", "PD", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-24", 60, 0, 137, 5.2, 0, 1.6, 0, "<1", "Neg", "M", "PD", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-25", 79, 1, 94, 2.6, 0, 2.6, 0, "", "Nor Reported", "M", "NE", "N", "North America", "Drug2", "IV", "Yes"],
[ "Sub-26", 58, 0, 182, 16.7, 1, 15.6, 1, "", "Nor Reported", "M", "CR", "N", "North America", "Drug2", "III", "No"],
[ "Sub-27", 53, 1, 211, 13, 0, 1.8, 0, "<1", "Neg", "M", "PD", "Y", "North America", "Drug2", "IV", "Yes"],
[ "Sub-28", 57, 0, 195, 8.3, 0, 1.8, 0, "<1", "Pos", "M", "PD", "N", "North America", "Drug4", "IV", "Yes"],
// ... (data truncated after 29 records for clarity)
]
// Create the configuration for the graph
var config = {
"graphType" : "Scatter2D",
"invertCensored" : true,
"showConfidenceIntervals" : false,
"showDecorations" : true,
"showLegend" : false,
"theme" : "gameOfThronesTargaryen",
"xAxis": ["Survival"],
"yAxis": ["Survival-Censor"]
}
// 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.switchSmpToAnnotation('Age');
cX.switchSmpToAnnotation('Clin2');
cX.switchSmpToAnnotation('Clin3');
cX.addKMPlot();
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 = {
"y" : {
"data" : [
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}
// Create the configuration for the graph
var config = {
"graphType" : "Scatter2D",
"invertCensored" : true,
"showConfidenceIntervals" : false,
"showDecorations" : true,
"showLegend" : false,
"theme" : "gameOfThronesTargaryen",
"xAxis": ["Survival"],
"yAxis": ["Survival-Censor"]
}
// 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.switchSmpToAnnotation('Age');
cX.switchSmpToAnnotation('Clin2');
cX.switchSmpToAnnotation('Clin3');
cX.addKMPlot();
cX.createDOE();
</script>
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</html>
library(canvasXpress)
y=read.table("https://www.canvasxpress.org/data/r/cX-kaplanmeier3-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/r/cX-kaplanmeier3-var.txt", header=TRUE, sep="\t", quote="", row.names=1, fill=TRUE, check.names=FALSE, stringsAsFactors=FALSE)
canvasXpress(
data=y,
varAnnot=z,
graphType="Scatter2D",
invertCensored=TRUE,
showConfidenceIntervals=FALSE,
showDecorations=TRUE,
showLegend=FALSE,
theme="gameOfThronesTargaryen",
xAxis=list("Survival"),
yAxis=list("Survival-Censor"),
afterRender=list(list("switchSmpToAnnotation", list('Age')), list("switchSmpToAnnotation", list('Clin2')), list("switchSmpToAnnotation", list('Clin3')), list("addKMPlot"), list("createDOE"))
)
