Bubble charts encode data in the area of circles. Although less perceptually-accurate than bar charts, they can pack hundreds of values into a small space. Implementation based on work by Jeff Heer. Data shows the Flare class hierarchy, also courtesy Jeff Heer.
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{ | |
"name": "flare", | |
"children": [ | |
{"name": "AgglomerativeCluster", "size": 0}, | |
{"name": "AgglomerativeCluster1", "size": 0}, | |
{"name": "AgglomerativeCluster2", "size": 0}, | |
{"name": "AgglomerativeCluster3", "size": 0}, | |
{"name": "AgglomerativeCluster4", "size": 0}, | |
{"name": "AgglomerativeCluster5", "size": 0}, | |
{"name": "AgglomerativeCluster6", "size": 0}, | |
{"name": "AgglomerativeCluster7", "size": 0}, | |
{"name": "AgglomerativeCluster8", "size": 0}, | |
{"name": "AgglomerativeCluster9", "size": 0}, | |
{"name": "AgglomerativeCluster10", "size": 0}, | |
{"name": "AgglomerativeCluster11", "size": 0}, | |
{"name": "AgglomerativeCluster12", "size": 0}, | |
{"name": "AgglomerativeCluster13", "size": 0}, | |
{"name": "AgglomerativeCluster14", "size": 0}, | |
{"name": "AgglomerativeCluster15", "size": 0}, | |
{"name": "AgglomerativeCluster16", "size": 0}, | |
{"name": "MergeEdge", "size": 84780862.0}, | |
{"name": "CommunityStructure", "size": 29136745.0}, | |
{"name": "HierarchicalCluster", "size": 23169225.0}, | |
{"name": "BetweennessCentrality", "size": 32695061.0}, | |
{"name": "LinkDistance", "size": 26713571.0}, | |
{"name": "MaxFlowMinCut", "size": 5846479.0}, | |
{"name": "ShortestPaths", "size": 608888.0}, | |
{"name": "SpanningTree", "size": 5925210.0}, | |
{"name": "Easing", "size": 16834016.0}, | |
{"name": "FunctionSequence", "size": 2228888.0} | |
] | |
} |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
text { | |
font: 10px sans-serif; | |
} | |
</style> | |
<body> | |
<script src="http://d3js.org/d3.v3.min.js"></script> | |
<script> | |
var diameter = 606, | |
format = d3.format(",d"), | |
color = d3.scale.category20c(); | |
var bubble = d3.layout.pack() | |
.sort(null) | |
.size([diameter, diameter]) | |
.padding(5); | |
var svg = d3.select("body").append("svg") | |
.attr("width", diameter) | |
.attr("height", diameter) | |
.attr("class", "bubble"); | |
d3.json("flare.json", function(error, root) { | |
var node = svg.selectAll(".node") | |
.data(bubble.nodes(classes(root)) | |
.filter(function(d) { return !d.children; })) | |
.enter().append("g") | |
.attr("class", "node") | |
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; }); | |
node.append("title") | |
.text(function(d) { return d.className + ": " + format(d.value); }); | |
node.append("circle") | |
.attr("r", function(d) { return d.r; }) | |
.style("fill", function(d) { return color(d.className); }); | |
node.append("text") | |
.attr("dy", ".3em") | |
.style("text-anchor", "middle") | |
.text(function(d) { return d.className.substring(0, d.r / 3); }); | |
}); | |
// Returns a flattened hierarchy containing all leaf nodes under the root. | |
function classes(root) { | |
var classes = []; | |
function recurse(name, node) { | |
if (node.children) node.children.forEach(function(child) { recurse(node.name, child); }); | |
else classes.push({packageName: name, className: node.name, value: node.size}); | |
} | |
recurse(null, root); | |
return {children: classes}; | |
} | |
d3.select(self.frameElement).style("height", diameter + "px"); | |
</script> |
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