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@cgroll
Last active August 29, 2015 14:17
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Visualize density decomposition as trees

Tree visualization of density decomposition.

You can view a rendered version of this gist at bl.ocks.org.

The function requires multiple trees as entries of an array. For each node, the data contains the corresponding parent. Root nodes have a parent of null (or an empty array?!). "Flat" data first gets transformed to hierarchical graph data, where each node has an array of all of its children.

function treeChart() {
var width = 200;
var height = 500;
var vSpace = 100;
var nodeRadius = 12;
function treeChartInner(selection) {
selection.each(function(data){
// define margins
var margin = {top: 20, right: 10, bottom: 30, left: 10};
// graphics size without axis
var innerWidth = width - margin.left - margin.right;
var innerHeight = height - margin.top - margin.bottom;
var svg = d3.select(this).append("svg")
.attr("width", innerWidth + margin.left + margin.right)
.attr("height", innerHeight + margin.top + margin.bottom)
.append("g")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
// process data
var dataMap = data.reduce(function(map, node) {
map[node.name] = node;
return map;
}, {});
var treeData = [];
data.forEach(function(node) {
// add to parent
var parent = dataMap[node.parent];
if (parent) {
// create child array if it doesn't exist
(parent.copulaLink || (parent.copulaLink = []))
// add node to child array
.push(node);
} else {
// parent is null or missing
treeData.push(node);
}
});
//
var tree = d3.layout.tree()
.sort(function comparator(a, b) {
return +a.name - +b.name;
})
.size([innerWidth, innerHeight])
.children(function(d)
{
return (!d.copulaLink || d.copulaLink.length === 0) ? null : d.copulaLink;
});
var nodes = tree.nodes(treeData[0]);
var links = tree.links(nodes);
nodes.forEach(function(d) { d.y = d.depth * vSpace; });
var link = d3.svg.diagonal()
.projection(function(d)
{
return [d.x, d.y];
});
svg.selectAll("path.link")
.data(links)
.enter()
.append("svg:path")
.attr("class", "link")
.attr("fill", "none")
.attr("stroke", "#ccc")
.attr("stroke-width", "2px")
.attr("d", link);
var nodeGroup = svg.selectAll("g.node")
.data(nodes)
.enter()
.append("svg:g")
.attr("class", "node")
.attr("transform", function(d)
{
return "translate(" + d.x + "," + d.y + ")";
});
nodeGroup.append("svg:circle")
.attr("class", "node-dot")
.attr("fill", "#fff")
.attr("stroke", "steelblue")
.attr("stroke-width", "3px")
.attr("r", nodeRadius)
nodeGroup.append("svg:text")
.attr("text-anchor", "middle")
.attr("alignment-baseline", "central")
.text(function(d) { return d.name; })
.style("font-size", "14px")
.style("font", "sans-serif");
})
}
treeChartInner.width = function(value) {
if (!arguments.length) return width;
width = value;
return treeChartInner;
};
treeChartInner.height = function(value) {
if (!arguments.length) return height;
height = value;
return treeChartInner;
};
treeChartInner.vSpace = function(value) {
if (!arguments.length) return vSpace;
vSpace = value;
return treeChartInner;
};
treeChartInner.nodeRadius = function(value) {
if (!arguments.length) return nodeRadius;
nodeRadius = value;
return treeChartInner;
};
return treeChartInner;
}
[
[
{ "name": "3", "parent": "null" },
{ "name": "2", "parent": "3" },
{ "name": "1", "parent": "2" },
{ "name": "5", "parent": "2" },
{ "name": "6", "parent": "3" },
{ "name": "4", "parent": "3" },
{ "name": "7", "parent": "6" },
{ "name": "8", "parent": "7" },
{ "name": "9", "parent": "8" },
{ "name": "10", "parent": "4" },
{ "name": "11", "parent": "5" }
],
[
{ "name": "3", "parent": "null" },
{ "name": "2", "parent": "3" },
{ "name": "1", "parent": "2" },
{ "name": "5", "parent": "2" },
{ "name": "6", "parent": "3" },
{ "name": "4", "parent": "3" },
{ "name": "7", "parent": "6" },
{ "name": "8", "parent": "7" },
{ "name": "9", "parent": "1" },
{ "name": "10", "parent": "1" },
{ "name": "11", "parent": "1" }
],
[
{ "name": "3", "parent": "1" },
{ "name": "2", "parent": "3" },
{ "name": "1", "parent": "0" },
{ "name": "5", "parent": "2" },
{ "name": "6", "parent": "3" },
{ "name": "4", "parent": "3" },
{ "name": "7", "parent": "6" },
{ "name": "8", "parent": "1" },
{ "name": "9", "parent": "6" },
{ "name": "10", "parent": "5" },
{ "name": "11", "parent": "5" }
]
]
<!DOCTYPE html>
<meta charset="utf-8">
<style>
body {
font: 16px sans-serif;
}
.node circle {
fill: #fff;
stroke: steelblue;
stroke-width: 3px;
}
.node text { font: 16px sans-serif; }
.link {
fill: none;
stroke: #ccc;
stroke-width: 2px;
}
</style>
<body>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="assembly_code.js"></script>
<script>
var actualChart = treeChart();
var treeArray = d3.json("dummyData.json", function(error, json)
{
if (error) return console.warn(error);
treeArray = json;
d3.select("body")
.selectAll(".singleTree")
.data(treeArray)
.enter()
.append("chart")
.attr("class", "singleTree")
.call(actualChart)
});
</script>
</body>
</html>
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