Created
September 25, 2012 02:11
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Overlapping Sankey links
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{"nodes":[ | |
{"name":"Agricultural 'waste'"}, | |
{"name":"Bio-conversion"}, | |
{"name":"Liquid"}, | |
{"name":"Losses"}, | |
{"name":"Solid"}, | |
{"name":"Gas"}, | |
{"name":"Biofuel imports"}, | |
{"name":"Biomass imports"}, | |
{"name":"Coal imports"}, | |
{"name":"Coal"}, | |
{"name":"Coal reserves"}, | |
{"name":"District heating"}, | |
{"name":"Industry"}, | |
{"name":"Heating and cooling - commercial"}, | |
{"name":"Heating and cooling - homes"}, | |
{"name":"Electricity grid"}, | |
{"name":"Over generation / exports"}, | |
{"name":"H2 conversion"}, | |
{"name":"Road transport"}, | |
{"name":"Agriculture"}, | |
{"name":"Rail transport"}, | |
{"name":"Lighting & appliances - commercial"}, | |
{"name":"Lighting & appliances - homes"}, | |
{"name":"Gas imports"}, | |
{"name":"Ngas"}, | |
{"name":"Gas reserves"}, | |
{"name":"Thermal generation"}, | |
{"name":"Geothermal"}, | |
{"name":"H2"}, | |
{"name":"Hydro"}, | |
{"name":"International shipping"}, | |
{"name":"Domestic aviation"}, | |
{"name":"International aviation"}, | |
{"name":"National navigation"}, | |
{"name":"Marine algae"}, | |
{"name":"Nuclear"}, | |
{"name":"Oil imports"}, | |
{"name":"Oil"}, | |
{"name":"Oil reserves"}, | |
{"name":"Other waste"}, | |
{"name":"Pumped heat"}, | |
{"name":"Solar PV"}, | |
{"name":"Solar Thermal"}, | |
{"name":"Solar"}, | |
{"name":"Tidal"}, | |
{"name":"UK land based bioenergy"}, | |
{"name":"Wave"}, | |
{"name":"Wind"} | |
], | |
"links":[ | |
{"source":0,"target":1,"value":124.729}, | |
{"source":1,"target":2,"value":0.597}, | |
{"source":1,"target":3,"value":26.862}, | |
{"source":1,"target":4,"value":280.322}, | |
{"source":1,"target":5,"value":81.144}, | |
{"source":6,"target":2,"value":35}, | |
{"source":7,"target":4,"value":35}, | |
{"source":8,"target":9,"value":11.606}, | |
{"source":10,"target":9,"value":63.965}, | |
{"source":9,"target":4,"value":75.571}, | |
{"source":11,"target":12,"value":10.639}, | |
{"source":11,"target":13,"value":22.505}, | |
{"source":11,"target":14,"value":46.184}, | |
{"source":15,"target":16,"value":104.453}, | |
{"source":15,"target":14,"value":113.726}, | |
{"source":15,"target":17,"value":27.14}, | |
{"source":15,"target":12,"value":342.165}, | |
{"source":15,"target":18,"value":37.797}, | |
{"source":15,"target":19,"value":4.412}, | |
{"source":15,"target":13,"value":40.858}, | |
{"source":15,"target":3,"value":56.691}, | |
{"source":15,"target":20,"value":7.863}, | |
{"source":15,"target":21,"value":90.008}, | |
{"source":15,"target":22,"value":93.494}, | |
{"source":23,"target":24,"value":40.719}, | |
{"source":25,"target":24,"value":82.233}, | |
{"source":5,"target":13,"value":0.129}, | |
{"source":5,"target":3,"value":1.401}, | |
{"source":5,"target":26,"value":151.891}, | |
{"source":5,"target":19,"value":2.096}, | |
{"source":5,"target":12,"value":48.58}, | |
{"source":27,"target":15,"value":7.013}, | |
{"source":17,"target":28,"value":20.897}, | |
{"source":17,"target":3,"value":6.242}, | |
{"source":28,"target":18,"value":20.897}, | |
{"source":29,"target":15,"value":6.995}, | |
{"source":2,"target":12,"value":121.066}, | |
{"source":2,"target":30,"value":128.69}, | |
{"source":2,"target":18,"value":135.835}, | |
{"source":2,"target":31,"value":14.458}, | |
{"source":2,"target":32,"value":206.267}, | |
{"source":2,"target":19,"value":3.64}, | |
{"source":2,"target":33,"value":33.218}, | |
{"source":2,"target":20,"value":4.413}, | |
{"source":34,"target":1,"value":4.375}, | |
{"source":24,"target":5,"value":122.952}, | |
{"source":35,"target":26,"value":839.978}, | |
{"source":36,"target":37,"value":504.287}, | |
{"source":38,"target":37,"value":107.703}, | |
{"source":37,"target":2,"value":611.99}, | |
{"source":39,"target":4,"value":56.587}, | |
{"source":39,"target":1,"value":77.81}, | |
{"source":40,"target":14,"value":193.026}, | |
{"source":40,"target":13,"value":70.672}, | |
{"source":41,"target":15,"value":59.901}, | |
{"source":42,"target":14,"value":19.263}, | |
{"source":43,"target":42,"value":19.263}, | |
{"source":43,"target":41,"value":59.901}, | |
{"source":4,"target":19,"value":0.882}, | |
{"source":4,"target":26,"value":400.12}, | |
{"source":4,"target":12,"value":46.477}, | |
{"source":26,"target":15,"value":525.531}, | |
{"source":26,"target":3,"value":787.129}, | |
{"source":26,"target":11,"value":79.329}, | |
{"source":44,"target":15,"value":9.452}, | |
{"source":45,"target":1,"value":182.01}, | |
{"source":46,"target":15,"value":19.013}, | |
{"source":47,"target":15,"value":289.366} | |
]} |
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<!DOCTYPE html> | |
<html> | |
<meta charset="utf-8"> | |
<title>Sankey Diagram</title> | |
<style> | |
@import url(http://bost.ocks.org/mike/style.css?20120521); | |
#chart { | |
height: 500px; | |
} | |
.node rect { | |
cursor: move; | |
fill-opacity: .9; | |
shape-rendering: crispEdges; | |
} | |
.node text { | |
pointer-events: none; | |
text-shadow: 0 1px 0 #fff; | |
} | |
.link { | |
fill: none; | |
stroke: #000; | |
stroke-opacity: .2; | |
} | |
.link:hover { | |
stroke-opacity: .5; | |
} | |
</style> | |
<body> | |
<h1><a href="http://bost.ocks.org/mike/sankey/">Original</a></h1> | |
<p id="chart1"> | |
<h1>Overlapping Links at Targets</h1> | |
<p id="chart2"> | |
<h1>Overlapping Links at Sources</h1> | |
<p id="chart3"> | |
<h1>Overlapping at Sources and Targets</h1> | |
<p id="chart4"> | |
<script src="http://d3js.org/d3.v2.js"></script> | |
<script src="sankey.js"></script> | |
<script> | |
var margin = {top: 1, right: 1, bottom: 6, left: 1}, | |
width = 960 - margin.left - margin.right, | |
height = 500 - margin.top - margin.bottom; | |
var formatNumber = d3.format(",.0f"), | |
format = function(d) { return formatNumber(d) + " TWh"; }, | |
color = d3.scale.category20(); | |
function addSankey(overlapSources,overlapTargets,parent) { | |
var svg = d3.select("#"+parent).append("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
var sankey = d3.sankey() | |
.nodeWidth(15) | |
.nodePadding(10) | |
.size([width, height]) | |
.overlapLinksAtSources(overlapSources) | |
.overlapLinksAtTargets(overlapTargets); | |
var path = sankey.link(); | |
d3.json("energy.json", function(energy) { | |
sankey | |
.nodes(energy.nodes) | |
.links(energy.links) | |
.layout(32); | |
var link = svg.append("g").selectAll(".link") | |
.data(energy.links) | |
.enter().append("path") | |
.attr("class", "link") | |
.attr("d", path) | |
.style("stroke-width", function(d) { return Math.max(1, d.dy); }) | |
.sort(function(a, b) { return b.dy - a.dy; }); | |
link.append("title") | |
.text(function(d) { return d.source.name + " → " + d.target.name + "\n" + format(d.value); }); | |
var node = svg.append("g").selectAll(".node") | |
.data(energy.nodes) | |
.enter().append("g") | |
.attr("class", "node") | |
.attr("transform", function(d) { return "translate(" + d.x + "," + d.y + ")"; }) | |
.call(d3.behavior.drag() | |
.origin(function(d) { return d; }) | |
.on("dragstart", function() { this.parentNode.appendChild(this); }) | |
.on("drag", dragmove)); | |
node.append("rect") | |
.attr("height", function(d) { return d.dy; }) | |
.attr("width", sankey.nodeWidth()) | |
.style("fill", function(d) { return d.color = color(d.name.replace(/ .*/, "")); }) | |
.style("stroke", function(d) { return d3.rgb(d.color).darker(2); }) | |
.append("title") | |
.text(function(d) { return d.name + "\n" + format(d.value); }); | |
node.append("text") | |
.attr("x", -6) | |
.attr("y", function(d) { return d.dy / 2; }) | |
.attr("dy", ".35em") | |
.attr("text-anchor", "end") | |
.attr("transform", null) | |
.text(function(d) { return d.name; }) | |
.filter(function(d) { return d.x < width / 2; }) | |
.attr("x", 6 + sankey.nodeWidth()) | |
.attr("text-anchor", "start"); | |
function dragmove(d) { | |
d3.select(this).attr("transform", "translate(" + d.x + "," + (d.y = Math.max(0, Math.min(height - d.dy, d3.event.y))) + ")"); | |
sankey.relayout(); | |
link.attr("d", path); | |
} | |
}); | |
} | |
addSankey(false,false,"chart1"); | |
addSankey(false,true,"chart2"); | |
addSankey(true,false,"chart3"); | |
addSankey(true,true,"chart4"); | |
</script> | |
</html> |
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d3.sankey = function() { | |
var sankey = {}, | |
nodeWidth = 24, | |
nodePadding = 8, | |
size = [1, 1], | |
nodes = [], | |
links = [], | |
overlapLinksAtSources = false, | |
overlapLinksAtTargets = false, | |
minValue = 1; | |
sankey.nodeWidth = function(_) { | |
if (!arguments.length) return nodeWidth; | |
nodeWidth = +_; | |
return sankey; | |
}; | |
sankey.nodePadding = function(_) { | |
if (!arguments.length) return nodePadding; | |
nodePadding = +_; | |
return sankey; | |
}; | |
sankey.nodes = function(_) { | |
if (!arguments.length) return nodes; | |
nodes = _; | |
return sankey; | |
}; | |
sankey.links = function(_) { | |
if (!arguments.length) return links; | |
links = _; | |
return sankey; | |
}; | |
sankey.size = function(_) { | |
if (!arguments.length) return size; | |
size = _; | |
return sankey; | |
}; | |
sankey.overlapLinksAtSources = function(_) { | |
if (!arguments.length) return overlapLinksAtSources; | |
overlapLinksAtSources = _; | |
return sankey; | |
}; | |
sankey.overlapLinksAtTargets = function(_) { | |
if (!arguments.length) return overlapLinksAtTargets; | |
overlapLinksAtTargets = _; | |
return sankey; | |
}; | |
sankey.minValue = function(_) { | |
if (!arguments.length) return minValue; | |
minValue = _; | |
return sankey; | |
}; | |
sankey.layout = function(iterations) { | |
computeNodeLinks(); | |
computeNodeValues(); | |
computeNodeBreadths(); | |
computeNodeDepths(iterations); | |
computeLinkDepths(); | |
return sankey; | |
}; | |
sankey.relayout = function() { | |
computeLinkDepths(); | |
return sankey; | |
}; | |
sankey.link = function() { | |
var curvature = .5; | |
function link(d) { | |
var x0 = d.source.x + d.source.dx, | |
x1 = d.target.x, | |
xi = d3.interpolateNumber(x0, x1), | |
x2 = xi(curvature), | |
x3 = xi(1 - curvature), | |
y0 = d.source.y + (overlapLinksAtSources ? 0 : d.sy) + d.dy / 2, | |
y1 = d.target.y + (overlapLinksAtTargets ? 0 : d.ty) + d.dy / 2; | |
return "M" + x0 + "," + y0 | |
+ "C" + x2 + "," + y0 | |
+ " " + x3 + "," + y1 | |
+ " " + x1 + "," + y1; | |
} | |
link.curvature = function(_) { | |
if (!arguments.length) return curvature; | |
curvature = +_; | |
return link; | |
}; | |
return link; | |
}; | |
// Populate the sourceLinks and targetLinks for each node. | |
// Also, if the source and target are not objects, assume they are indices. | |
function computeNodeLinks() { | |
nodes.forEach(function(node) { | |
node.sourceLinks = []; | |
node.targetLinks = []; | |
}); | |
links.forEach(function(link) { | |
var source = link.source, | |
target = link.target; | |
if (typeof source === "number") source = link.source = nodes[link.source]; | |
if (typeof target === "number") target = link.target = nodes[link.target]; | |
source.sourceLinks.push(link); | |
target.targetLinks.push(link); | |
if ("value" in link) | |
link.value = Math.max(link.value, minValue); | |
else | |
link.value = minValue; | |
}); | |
} | |
// Compute the value (size) of each node by summing the associated links. | |
function computeNodeValues() { | |
nodes.forEach(function(node) { | |
if ("value" in node) | |
node.value = Math.max(node.value, minValue); | |
else | |
node.value = minValue; | |
if (node.sourceLinks.length > 0) { | |
if (overlapLinksAtSources) | |
node.value = Math.max(node.value, d3.max(node.sourceLinks, value)); | |
else | |
node.value = Math.max(node.value, d3.sum(node.sourceLinks, value)); | |
} | |
if (node.targetLinks.length > 0) { | |
if (overlapLinksAtTargets) | |
node.value = Math.max(node.value, d3.max(node.targetLinks, value)); | |
else | |
node.value = Math.max(node.value, d3.sum(node.targetLinks, value)); | |
} | |
}); | |
} | |
// Iteratively assign the breadth (x-position) for each node. | |
// Nodes are assigned the maximum breadth of incoming neighbors plus one; | |
// nodes with no incoming links are assigned breadth zero, while | |
// nodes with no outgoing links are assigned the maximum breadth. | |
function computeNodeBreadths() { | |
var remainingNodes = nodes, | |
nextNodes, | |
x = 0; | |
while (remainingNodes.length) { | |
nextNodes = []; | |
remainingNodes.forEach(function(node) { | |
node.x = x; | |
node.dx = nodeWidth; | |
node.sourceLinks.forEach(function(link) { | |
nextNodes.push(link.target); | |
}); | |
}); | |
remainingNodes = nextNodes; | |
++x; | |
} | |
// | |
moveSinksRight(x); | |
scaleNodeBreadths((size[0] - nodeWidth) / (x - 1)); | |
} | |
function moveSourcesRight() { | |
nodes.forEach(function(node) { | |
if (!node.targetLinks.length) { | |
node.x = d3.min(node.sourceLinks, function(d) { return d.target.x; }) - 1; | |
} | |
}); | |
} | |
function moveSinksRight(x) { | |
nodes.forEach(function(node) { | |
if (!node.sourceLinks.length) { | |
node.x = x - 1; | |
} | |
}); | |
} | |
function scaleNodeBreadths(kx) { | |
nodes.forEach(function(node) { | |
node.x *= kx; | |
}); | |
} | |
function computeNodeDepths(iterations) { | |
var nodesByBreadth = d3.nest() | |
.key(function(d) { return d.x; }) | |
.sortKeys(d3.ascending) | |
.entries(nodes) | |
.map(function(d) { return d.values; }); | |
// | |
initializeNodeDepth(); | |
resolveCollisions(); | |
for (var alpha = 1; iterations > 0; --iterations) { | |
relaxRightToLeft(alpha *= .99); | |
resolveCollisions(); | |
relaxLeftToRight(alpha); | |
resolveCollisions(); | |
} | |
function initializeNodeDepth() { | |
var ky = d3.min(nodesByBreadth, function(nodes) { | |
return (size[1] - (nodes.length - 1) * nodePadding) / d3.sum(nodes, value); | |
}); | |
nodesByBreadth.forEach(function(nodes) { | |
nodes.forEach(function(node, i) { | |
node.y = i; | |
node.dy = node.value * ky; | |
}); | |
}); | |
links.forEach(function(link) { | |
link.dy = link.value * ky; | |
}); | |
} | |
function relaxLeftToRight(alpha) { | |
nodesByBreadth.forEach(function(nodes, breadth) { | |
nodes.forEach(function(node) { | |
if (node.targetLinks.length) { | |
var y = d3.sum(node.targetLinks, weightedSource) / d3.sum(node.targetLinks, value); | |
node.y += (y - center(node)) * alpha; | |
} | |
}); | |
}); | |
function weightedSource(link) { | |
return center(link.source) * link.value; | |
} | |
} | |
function relaxRightToLeft(alpha) { | |
nodesByBreadth.slice().reverse().forEach(function(nodes) { | |
nodes.forEach(function(node) { | |
if (node.sourceLinks.length) { | |
var y = d3.sum(node.sourceLinks, weightedTarget) / d3.sum(node.sourceLinks, value); | |
node.y += (y - center(node)) * alpha; | |
} | |
}); | |
}); | |
function weightedTarget(link) { | |
return center(link.target) * link.value; | |
} | |
} | |
function resolveCollisions() { | |
nodesByBreadth.forEach(function(nodes) { | |
var node, | |
dy, | |
y0 = 0, | |
n = nodes.length, | |
i; | |
// Push any overlapping nodes down. | |
nodes.sort(ascendingDepth); | |
for (i = 0; i < n; ++i) { | |
node = nodes[i]; | |
dy = y0 - node.y; | |
if (dy > 0) node.y += dy; | |
y0 = node.y + node.dy + nodePadding; | |
} | |
// If the bottommost node goes outside the bounds, push it back up. | |
dy = y0 - nodePadding - size[1]; | |
if (dy > 0) { | |
y0 = node.y -= dy; | |
// Push any overlapping nodes back up. | |
for (i = n - 2; i >= 0; --i) { | |
node = nodes[i]; | |
dy = node.y + node.dy + nodePadding - y0; | |
if (dy > 0) node.y -= dy; | |
y0 = node.y; | |
} | |
} | |
}); | |
} | |
function ascendingDepth(a, b) { | |
return a.y - b.y; | |
} | |
} | |
function computeLinkDepths() { | |
nodes.forEach(function(node) { | |
node.sourceLinks.sort(ascendingTargetDepth); | |
node.targetLinks.sort(ascendingSourceDepth); | |
}); | |
nodes.forEach(function(node) { | |
var sy = 0, ty = 0; | |
node.sourceLinks.forEach(function(link) { | |
link.sy = sy; | |
sy += link.dy; | |
}); | |
node.targetLinks.forEach(function(link) { | |
link.ty = ty; | |
ty += link.dy; | |
}); | |
}); | |
function ascendingSourceDepth(a, b) { | |
return a.source.y - b.source.y; | |
} | |
function ascendingTargetDepth(a, b) { | |
return a.target.y - b.target.y; | |
} | |
} | |
function center(node) { | |
return node.y + node.dy / 2; | |
} | |
function value(link) { | |
return link.value; | |
} | |
return sankey; | |
}; |
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