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Created January 12, 2017 09:24
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index.html
<!DOCTYPE html>
<html>
<head>
<title>Clustered Network</title>
<script src="http://d3js.org/d3.v4.js"></script>
<style type="text/css">
svg {
border: 1px solid #ccc;
}
body {
font: 10px sans-serif;
}
circle.node {
fill: lightsteelblue;
stroke: #555;
stroke-width: 3px;
}
circle.leaf {
stroke: #fff;
stroke-width: 1.5px;
}
path.hull {
fill: lightsteelblue;
fill-opacity: 0.3;
}
line.link {
stroke: #333;
stroke-opacity: 0.5;
pointer-events: none;
}
</style>
</head>
<body>
<script type="text/javascript">
var width = 960, // svg width
height = 600, // svg height
dr = 4, // default point radius
off = 15, // cluster hull offset
expand = {}, // expanded clusters
data, net, simulation, hullg, hull, linkg, link, nodeg, node;
var curve = d3.line()
.curve(d3.curveCardinalClosed.tension(0.85));
var fill = d3.schemeCategory20;
function noop() { return false; }
function nodeid(n) {
return n.size ? "_g_"+n.group : n.name;
}
function linkid(l) {
var u = nodeid(l.source),
v = nodeid(l.target);
return u<v ? u+"|"+v : v+"|"+u;
}
function getGroup(n) {
return n.group;
}
// constructs the network to visualize
function network(data, prev, index, expand) {
expand = expand || {};
var gm = {}, // group map
nm = {}, // node map
lm = {}, // link map
gn = {}, // previous group nodes
gc = {}, // previous group centroids
nodes = [], // output nodes
links = []; // output links
// process previous nodes for reuse or centroid calculation
if (prev) {
prev.nodes.forEach(function(n) {
var i = index(n), o;
if (n.size > 0) {
gn[i] = n;
n.size = 0;
} else {
o = gc[i] || (gc[i] = {x:0,y:0,count:0});
o.x += n.x;
o.y += n.y;
o.count += 1;
}
});
}
// determine nodes
for (var k=0; k<data.nodes.length; ++k) {
var n = data.nodes[k],
i = index(n),
l = gm[i] || (gm[i]=gn[i]) || (gm[i]={group:i, size:0, nodes:[]});
if (expand[i]) {
// the node should be directly visible
nm[n.name] = nodes.length;
nodes.push(n);
if (gn[i]) {
// place new nodes at cluster location (plus jitter)
n.x = gn[i].x + Math.random();
n.y = gn[i].y + Math.random();
}
} else {
// the node is part of a collapsed cluster
if (l.size == 0) {
// if new cluster, add to set and position at centroid of leaf nodes
nm[i] = nodes.length;
nodes.push(l);
if (gc[i]) {
l.x = gc[i].x / gc[i].count;
l.y = gc[i].y / gc[i].count;
}
}
l.nodes.push(n);
}
// always count group size as we also use it to tweak the force graph strengths/distances
l.size += 1;
n.group_data = l;
}
for (i in gm) { gm[i].link_count = 0; }
// determine links
for (k=0; k<data.links.length; ++k) {
var e = data.links[k],
u = index(e.source),
v = index(e.target);
if (u != v) {
gm[u].link_count++;
gm[v].link_count++;
}
u = expand[u] ? nm[e.source.name] : nm[u];
v = expand[v] ? nm[e.target.name] : nm[v];
var i = (u<v ? u+"|"+v : v+"|"+u),
l = lm[i] || (lm[i] = {source:u, target:v, size:0});
l.size += 1;
}
for (i in lm) { links.push(lm[i]); }
return {nodes: nodes, links: links};
}
function convexHulls(nodes, index, offset) {
var hulls = {};
// create point sets
for (var k=0; k<nodes.length; ++k) {
var n = nodes[k];
if (n.size) continue;
var i = index(n),
l = hulls[i] || (hulls[i] = []);
l.push([n.x-offset, n.y-offset]);
l.push([n.x-offset, n.y+offset]);
l.push([n.x+offset, n.y-offset]);
l.push([n.x+offset, n.y+offset]);
}
/* var hulls = [];
for (x in hullsObj) {
hulls.push(hullsObj[x]);
}*/
console.log('hulls');
console.log(hulls);
// create convex hulls
var hullset = [];
for (i in hulls) {
console.log('hulls[i]');
console.log(hulls[i]);
hullset.push({group: i, path: d3.polygonHull(hulls[i])});
}
return hullset;
}
function drawCluster(d) {
console.log('before drawCluster');
console.log(curve);
console.log(d);
return curve(d.path); // 0.8
console.log('after drawCluster');
}
// --------------------------------------------------------
var body = d3.select("body");
var vis = body.append("svg")
.attr("width", width)
.attr("height", height);
d3.json("miserables.json", function(json) {
data = json;
for (var i=0; i<data.links.length; ++i) {
o = data.links[i];
o.source = data.nodes[o.source];
o.target = data.nodes[o.target];
}
hullg = vis.append("g");
linkg = vis.append("g");
nodeg = vis.append("g");
init();
vis.attr("opacity", 1e-6)
.transition()
.duration(1000)
.attr("opacity", 1);
});
function init() {
if (simulation) simulation.stop();
net = network(data, net, getGroup, expand);
for (var i=0; i<net.links.length; ++i) {
o = net.links[i];
o.source = net.nodes[o.source];
o.target = net.nodes[o.target];
}
console.log('net');
console.log(net);
//net =data;
//.force("link", d3.forceLink().id(function(d) { return d.id; }).distance(100).strength(1))
simulation = d3.forceSimulation()
.force("link", d3.forceLink().id(function(d) { return d.id; })
.distance(
function(l, i) {
var n1 = l.source, n2 = l.target;
// larger distance for bigger groups:
// both between single nodes and _other_ groups (where size of own node group still counts),
// and between two group nodes.
//
// reduce distance for groups with very few outer links,
// again both in expanded and grouped form, i.e. between individual nodes of a group and
// nodes of another group or other group node or between two group nodes.
//
// The latter was done to keep the single-link groups ('blue', rose, ...) close.
return 30 +
Math.min(20 * Math.min((n1.size || (n1.group != n2.group ? n1.group_data.size : 0)),
(n2.size || (n1.group != n2.group ? n2.group_data.size : 0))),
-30 +
30 * Math.min((n1.link_count || (n1.group != n2.group ? n1.group_data.link_count : 0)),
(n2.link_count || (n1.group != n2.group ? n2.group_data.link_count : 0))),
100);
//return 150;
}
).strength(function(l, i) {
return 1;
}))
.force("charge", d3.forceManyBody())
.force("center", d3.forceCenter(width / 2, height / 2));
simulation
.nodes(net.nodes);
simulation.force("link")
.links(net.links);
console.log('convexHulls(net.nodes, getGroup, off)');
console.log(convexHulls(net.nodes, getGroup, off));
console.log('convexHulls(net.nodes, getGroup, off)2');
hullg.selectAll("path.hull").remove();
hull = hullg.selectAll("path.hull")
.data(convexHulls(net.nodes, getGroup, off))
.enter().append("path")
.attr("class", "hull")
.attr("d", drawCluster)
.style("fill", function(d){ return fill[d.group]; })
.on("click", function(d) {
console.log("hull click", d, arguments, this, expand[d.group]);
expand[d.group] = false; init();
});
link = linkg.selectAll("line.link").data(net.links, linkid);
//link = link.exit().remove();
link = link.enter().append("line")
.attr("class", "link")
.attr("x1", function(d) { return d.source.x; })
.attr("y1", function(d) { return d.source.y; })
.attr("x2", function(d) { return d.target.x; })
.attr("y2", function(d) { return d.target.y; })
.style("stroke-width", function(d) { return d.size || 1; });
node = nodeg.selectAll("circle.node").data(net.nodes, nodeid);
// node = node.exit().remove();
node = node.enter().append("circle")
.attr("class", function(d) { return "node" + (d.size?"":" leaf"); })
.attr("r", function(d) { return d.size ? d.size + dr : dr+1; })
.attr("cx", function(d) { return d.x; })
.attr("cy", function(d) { return d.y; })
.style("fill", function(d) { return fill[d.group]; })
.on("click", function(d) {
console.log("node click", d, arguments, this, expand[d.group]);
expand[d.group] = !expand[d.group];
init();
});
simulation.on("tick", function() {
if (!hull.empty()) {
hull.data(convexHulls(net.nodes, getGroup, off))
.attr("d", drawCluster);
}
link.attr("x1", function(d) { return d.source.x; })
.attr("y1", function(d) { return d.source.y; })
.attr("x2", function(d) { return d.target.x; })
.attr("y2", function(d) { return d.target.y; });
node.attr("cx", function(d) { return d.x; })
.attr("cy", function(d) { return d.y; });
});
}
</script>
</body>
</html>
Raw
miserables.json
{"nodes":[{"name":"Myriel","group":1},{"name":"Napoleon","group":1},{"name":"Mlle.Baptistine","group":1},{"name":"Mme.Magloire","group":1},{"name":"CountessdeLo","group":1},{"name":"Geborand","group":1},{"name":"Champtercier","group":1},{"name":"Cravatte","group":1},{"name":"Count","group":1},{"name":"OldMan","group":1},{"name":"Labarre","group":2},{"name":"Valjean","group":2},{"name":"Marguerite","group":3},{"name":"Mme.deR","group":2},{"name":"Isabeau","group":2},{"name":"Gervais","group":2},{"name":"Tholomyes","group":3},{"name":"Listolier","group":3},{"name":"Fameuil","group":3},{"name":"Blacheville","group":3},{"name":"Favourite","group":3},{"name":"Dahlia","group":3},{"name":"Zephine","group":3},{"name":"Fantine","group":3},{"name":"Mme.Thenardier","group":4},{"name":"Thenardier","group":4},{"name":"Cosette","group":5},{"name":"Javert","group":4},{"name":"Fauchelevent","group":0},{"name":"Bamatabois","group":2},{"name":"Perpetue","group":3},{"name":"Simplice","group":2},{"name":"Scaufflaire","group":2},{"name":"Woman1","group":2},{"name":"Judge","group":2},{"name":"Champmathieu","group":2},{"name":"Brevet","group":2},{"name":"Chenildieu","group":2},{"name":"Cochepaille","group":2},{"name":"Pontmercy","group":4},{"name":"Boulatruelle","group":6},{"name":"Eponine","group":4},{"name":"Anzelma","group":4},{"name":"Woman2","group":5},{"name":"MotherInnocent","group":0},{"name":"Gribier","group":0},{"name":"Jondrette","group":7},{"name":"Mme.Burgon","group":7},{"name":"Gavroche","group":8},{"name":"Gillenormand","group":5},{"name":"Magnon","group":5},{"name":"Mlle.Gillenormand","group":5},{"name":"Mme.Pontmercy","group":5},{"name":"Mlle.Vaubois","group":5},{"name":"Lt.Gillenormand","group":5},{"name":"Marius","group":8},{"name":"BaronessT","group":5},{"name":"Mabeuf","group":8},{"name":"Enjolras","group":8},{"name":"Combeferre","group":8},{"name":"Prouvaire","group":8},{"name":"Feuilly","group":8},{"name":"Courfeyrac","group":8},{"name":"Bahorel","group":8},{"name":"Bossuet","group":8},{"name":"Joly","group":8},{"name":"Grantaire","group":8},{"name":"MotherPlutarch","group":9},{"name":"Gueulemer","group":4},{"name":"Babet","group":4},{"name":"Claquesous","group":4},{"name":"Montparnasse","group":4},{"name":"Toussaint","group":5},{"name":"Child1","group":10},{"name":"Child2","group":10},{"name":"Brujon","group":4},{"name":"Mme.Hucheloup","group":8}],"links":[{"source":1,"target":0,"value":1},{"source":2,"target":0,"value":8},{"source":3,"target":0,"value":10},{"source":3,"target":2,"value":6},{"source":4,"target":0,"value":1},{"source":5,"target":0,"value":1},{"source":6,"target":0,"value":1},{"source":7,"target":0,"value":1},{"source":8,"target":0,"value":2},{"source":9,"target":0,"value":1},{"source":11,"target":10,"value":1},{"source":11,"target":3,"value":3},{"source":11,"target":2,"value":3},{"source":11,"target":0,"value":5},{"source":12,"target":11,"value":1},{"source":13,"target":11,"value":1},{"source":14,"target":11,"value":1},{"source":15,"target":11,"value":1},{"source":17,"target":16,"value":4},{"source":18,"target":16,"value":4},{"source":18,"target":17,"value":4},{"source":19,"target":16,"value":4},{"source":19,"target":17,"value":4},{"source":19,"target":18,"value":4},{"source":20,"target":16,"value":3},{"source":20,"target":17,"value":3},{"source":20,"target":18,"value":3},{"source":20,"target":19,"value":4},{"source":21,"target":16,"value":3},{"source":21,"target":17,"value":3},{"source":21,"target":18,"value":3},{"source":21,"target":19,"value":3},{"source":21,"target":20,"value":5},{"source":22,"target":16,"value":3},{"source":22,"target":17,"value":3},{"source":22,"target":18,"value":3},{"source":22,"target":19,"value":3},{"source":22,"target":20,"value":4},{"source":22,"target":21,"value":4},{"source":23,"target":16,"value":3},{"source":23,"target":17,"value":3},{"source":23,"target":18,"value":3},{"source":23,"target":19,"value":3},{"source":23,"target":20,"value":4},{"source":23,"target":21,"value":4},{"source":23,"target":22,"value":4},{"source":23,"target":12,"value":2},{"source":23,"target":11,"value":9},{"source":24,"target":23,"value":2},{"source":24,"target":11,"value":7},{"source":25,"target":24,"value":13},{"source":25,"target":23,"value":1},{"source":25,"target":11,"value":12},{"source":26,"target":24,"value":4},{"source":26,"target":11,"value":31},{"source":26,"target":16,"value":1},{"source":26,"target":25,"value":1},{"source":27,"target":11,"value":17},{"source":27,"target":23,"value":5},{"source":27,"target":25,"value":5},{"source":27,"target":24,"value":1},{"source":27,"target":26,"value":1},{"source":28,"target":11,"value":8},{"source":28,"target":27,"value":1},{"source":29,"target":23,"value":1},{"source":29,"target":27,"value":1},{"source":29,"target":11,"value":2},{"source":30,"target":23,"value":1},{"source":31,"target":30,"value":2},{"source":31,"target":11,"value":3},{"source":31,"target":23,"value":2},{"source":31,"target":27,"value":1},{"source":32,"target":11,"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