This is a sankey diagram aligned left based on Vasco Asturiano great work.
The collapsible option was a great work made by sheilak
The gradient coloring was done based on AmeliaBR answer on StackOverflow
This is a sankey diagram aligned left based on Vasco Asturiano great work.
The collapsible option was a great work made by sheilak
The gradient coloring was done based on AmeliaBR answer on StackOverflow
// https://github.com/vasturiano/d3-sankey Version 0.4.2. | |
(function (global, factory) { | |
typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports, require('d3-array'), require('d3-collection'), require('d3-interpolate')) : | |
typeof define === 'function' && define.amd ? define(['exports', 'd3-array', 'd3-collection', 'd3-interpolate'], factory) : | |
(factory((global.d3 = global.d3 || {}),global.d3,global.d3,global.d3)); | |
}(this, (function (exports,d3Array,d3Collection,d3Interpolate) { 'use strict'; | |
var sankey = function() { | |
var sankey = {}, | |
nodeWidth = 24, | |
nodePadding = 8, | |
size = [1, 1], | |
align = 'justify', // left, right, center or justify | |
nodes = [], | |
links = []; | |
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.align = function(_) { | |
if (!arguments.length) return align; | |
align = _.toLowerCase(); | |
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 = d3Interpolate.interpolateNumber(x0, x1), | |
x2 = xi(curvature), | |
x3 = xi(1 - curvature), | |
y0 = d.source.y + d.sy + d.dy / 2, | |
y1 = d.target.y + 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); | |
}); | |
} | |
// Compute the value (size) of each node by summing the associated links. | |
function computeNodeValues() { | |
nodes.forEach(function(node) { | |
node.value = Math.max( | |
d3Array.sum(node.sourceLinks, value), | |
d3Array.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, | |
reverse = (align === 'right'); // Reverse traversal direction | |
while (remainingNodes.length) { | |
nextNodes = []; | |
remainingNodes.forEach(function(node) { | |
node.x = x; | |
node.dx = nodeWidth; | |
node[reverse ? 'targetLinks' : 'sourceLinks'].forEach(function(link) { | |
var nextNode = link[reverse ? 'source' : 'target']; | |
if (nextNodes.indexOf(nextNode) < 0) { | |
nextNodes.push(nextNode); | |
} | |
}); | |
}); | |
remainingNodes = nextNodes; | |
++x; | |
} | |
if (reverse) { | |
// Flip nodes horizontally | |
nodes.forEach(function(node) { | |
node.x *= -1; | |
node.x += x - 1; | |
}); | |
} | |
if (align === 'center') { | |
moveSourcesRight(); | |
} | |
if (align === 'justify') { | |
moveSinksRight(x); | |
} | |
scaleNodeBreadths((size[0] - nodeWidth) / (x - 1)); | |
} | |
function moveSourcesRight() { | |
nodes.slice() | |
// Pack nodes from right to left | |
.sort(function(a, b) { return b.x - a.x; }) | |
.forEach(function(node) { | |
if (!node.targetLinks.length) { | |
node.x = d3Array.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 = d3Collection.nest() | |
.key(function(d) { return d.x; }) | |
.sortKeys(d3Array.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 = d3Array.min(nodesByBreadth, function(nodes) { | |
return (size[1] - (nodes.length - 1) * nodePadding) / d3Array.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) { | |
nodes.forEach(function(node) { | |
if (node.targetLinks.length) { | |
var y = d3Array.sum(node.targetLinks, weightedSource) / d3Array.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 = d3Array.sum(node.sourceLinks, weightedTarget) / d3Array.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; | |
}; | |
exports.sankey = sankey; | |
Object.defineProperty(exports, '__esModule', { value: true }); | |
}))); |
<!DOCTYPE html> | |
<html lang="en"> | |
<head> | |
<meta charset="utf-8"> | |
<title>D3 Sankey Chart for visualizing churn</title> | |
<link rel="stylesheet" type="text/css" href="style.css"> | |
</head> | |
<body> | |
<div id="chart_15"></div> | |
<script type="text/javascript" src="https://d3js.org/d3.v4.min.js"></script> | |
<script type="text/javascript" src="d3-sankey.js"></script> | |
<script type="text/javascript" src="script.js"></script> | |
</body> | |
</html> |
source | target | value | |
---|---|---|---|
lead_15 | S | 300 | |
lead_15 | N | 700 | |
S | INIB | 150 | |
S | N_INIB | 150 | |
INIB | INIB_A | 50 | |
INIB | INIB_B | 50 | |
INIB | INIB_C | 50 | |
N | PAGOU | 500 | |
PAGOU | ESPONTANEO | 300 | |
N | N_PAGOU | 200 | |
PAGOU | POS_ACORDO | 200 | |
POS_ACORDO | POS_ACORDO_A | 25 | |
POS_ACORDO | POS_ACORDO_B | 100 | |
POS_ACORDO | POS_ACORDO_C | 75 | |
N_PAGOU | N_PAGOU_A | 100 | |
N_PAGOU | N_PAGOU_B | 50 | |
N_PAGOU | N_PAGOU_C | 50 |
var units = "Widgets"; | |
// Dimensions | |
var w = 960, | |
h = 400; | |
var margin = {top: 10, right: 10, bottom: 10, left:25}, | |
width = w - margin.left - margin.right, | |
height = h - margin.top - margin.bottom; | |
// format variables | |
var formatNumber = d3.format(",.0f"), // zero decimal places | |
format = function(d) { return formatNumber(d) + " " + units; }, | |
color = d3.scaleOrdinal(d3.schemeCategory20); | |
// SVG Canvas | |
var svg = d3.select("#chart_15").append("svg") | |
.attr("width", w) | |
.attr("height", h) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
var sankey = d3.sankey() | |
.nodeWidth(20) | |
.nodePadding(40) | |
.size([width, height]) | |
.align("left"); | |
var path = sankey.link(); | |
// for gradient coloring | |
var defs = svg.append("defs"); | |
var graph; | |
// Read data | |
d3.csv("sankey.csv", function(error, data) { | |
// Define graph | |
graph = {"nodes" : [], "links" : []}; | |
// Arrange .csv data file | |
data.forEach(function (d) { | |
graph.nodes.push({ "name": d.source }); | |
graph.nodes.push({ "name": d.target }); | |
graph.links.push({ "source": d.source, | |
"target": d.target, | |
"value": +d.value }); | |
}); | |
// return only the distinct / unique nodes | |
graph.nodes = d3.keys(d3.nest() | |
.key(function (d) { return d.name; }) | |
.object(graph.nodes)); | |
// Properties for nodes to keep track of whether they are collapsed and how many of their parent nodes are collapsed | |
graph.nodes.forEach(function (d, i) { | |
graph.nodes[i] = { "name": d }; | |
graph.nodes[i].collapsing = 0; // count of collapsed parent nodes | |
graph.nodes[i].collapsed = false; | |
graph.nodes[i].collapsible = false; | |
}); | |
// links point to the whole source or target node rather than the index because we need the source nodes for filtering. | |
//I also set all target nodes are collapsible. | |
graph.links.forEach(function(e) { | |
e.source = graph.nodes.filter(function(n) { | |
return n.name === e.source; | |
})[0], | |
e.target = graph.nodes.filter(function(n) { | |
return n.name === e.target; | |
})[0]; | |
e.target.collapsible = true; | |
}); | |
update(); | |
}); | |
var nodes, links; | |
function update() { | |
nodes = graph.nodes.filter(function(d) { | |
// return nodes with no collapsed parent nodes | |
return d.collapsing == 0; | |
}); | |
links = graph.links.filter(function(d) { | |
// return only links where source and target are visible | |
return d.source.collapsing == 0 && d.target.collapsing == 0; | |
}); | |
// Sankey properties | |
sankey | |
.nodes(nodes) | |
.links(links) | |
.layout(32); | |
// I need to call the function that renders the sankey, remove and call it again, | |
// or the gradient coloring doesn't apply (I don't know why) | |
sankeyGen(); | |
svg.selectAll("g").remove(); | |
sankey.align("left").layout(32); | |
sankeyGen(); | |
} | |
function sankeyGen() { | |
/* function that will create a unique id for your gradient from a link data object. | |
It's also a good idea to give a name to the function for determining node colour */ | |
// define utility functions | |
function getGradID(d) { | |
return "linkGrad-" + d.source.name + "-" + d.target.name; | |
}; | |
function nodeColor(d) { | |
return d.color = color(d.name.replace(/ .*/, "")); | |
}; | |
// create gradients for the links | |
var grads = defs.selectAll("linearGradient") | |
.data(links, getGradID); | |
grads.enter().append("linearGradient") | |
.attr("id", getGradID) | |
.attr("gradientUnits", "userSpaceOnUse"); | |
function positionGrads() { | |
grads.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;}); | |
} | |
positionGrads(); | |
grads.html("") //erase any existing <stop> elements on update | |
.append("stop") | |
.attr("offset", "0%") | |
.attr("stop-color", function(d) { | |
return nodeColor( (+d.source.x <= +d.target.x)? d.source: d.target) ; | |
}); | |
grads.append("stop") | |
.attr("offset", "100%") | |
.attr("stop-color", function(d) { | |
return nodeColor( (+d.source.x > +d.target.x)? d.source: d.target) | |
}); | |
////////////////////////////////////////////////////////////////////// | |
// | |
////// LINKS ////// | |
// | |
// ENTER the links | |
console.log(links) | |
var link = svg.append("g").selectAll(".link") | |
.data(links) | |
.enter().append("path") | |
.attr("class", "link") | |
.attr("d", path) | |
.style("stroke", function(d) { | |
return "url(#" + getGradID(d) + ")"; | |
}) | |
//.style("stroke", function(d) { | |
// return d.source.color; | |
//}) | |
//.style("stroke", "#3f51b5") | |
.style("stroke-width", function(d) { return Math.max(1, d.dy); }) | |
.sort(function(a, b) { return b.dy - a.dy; }); | |
// add the link titles | |
link.append("title") | |
.text(function(d) { | |
return d.source.name + " → " + d.target.name + "\n" + format(d.value); | |
}); | |
////// NODES ////// | |
// | |
// ENTER the nodes | |
var node = svg.append("g").selectAll(".node") | |
.data(nodes) | |
.enter().append("g") | |
.attr("class", function(d) { return "node " + d.name; }) | |
.attr("transform", function(d) { | |
return "translate(" + d.x + "," + d.y + ")"; | |
}) | |
//// Drag the nodes //// | |
/*.call(d3.drag() | |
.subject(function(d) { return d; }) | |
.on("start", function() { this.parentNode.appendChild(this);}) | |
.on("drag", dragmove) | |
);*/ | |
// add the rectangles for the nodes | |
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 color(d.name.replace(/ .*/, "")); | |
// return d3.rgb(d.color).darker(2); | |
}) | |
.append("title") | |
.text(function(d) { return d.name + "\n" + format(d.value); }); | |
// Scale for text | |
var graphValues = new Array(nodes.length-1); | |
for (var i = 0; i <= nodes.length-1; i++) { | |
graphValues[i] = nodes[i].value; | |
}; | |
var textScale = d3.scaleLinear() | |
.domain([d3.min(graphValues), d3.max(graphValues)]) | |
.range([10, 20]); | |
// add in the title for the nodes | |
node.append("text") | |
.style("font-size", function(d) { return textScale(d.value); }) | |
.style("font-family", "Helvetica") | |
.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; }) | |
// Selects the main node | |
.filter(function(d) { return d.x < 1; }) | |
.attr("x", function(d) { return - d.dy / 2 }) | |
.attr("y", -12) | |
.attr("text-anchor", "middle"); | |
// the function for moving the nodes | |
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); | |
} | |
node.on('click', click); | |
function click(d) { | |
if (d3.event.defaultPrevented) return; | |
if (d.collapsible) { | |
// If it was visible, it will become collapsed so we should decrement child nodes count | |
// If it was collapsed, it will become visible so we should increment child nodes count | |
var inc = d.collapsed ? -1 : 1; | |
recurse(d); | |
function recurse(sourceNode){ | |
//check if link is from this node, and if so, collapse | |
graph.links.forEach(function(l) { | |
if (l.source.name === sourceNode.name){ | |
l.target.collapsing += inc; | |
recurse(l.target); | |
} | |
}); | |
} | |
d.collapsed = !d.collapsed; // toggle state of node | |
} | |
update(); | |
} | |
}; |
.node rect { | |
fill-opacity: .9; | |
shape-rendering: crispEdges; | |
} | |
.node text { | |
pointer-events: none; | |
} | |
.node.lead_15 text { | |
-webkit-transform: rotate(-90deg); | |
} | |
.link { | |
fill: none; | |
stroke: #000; | |
stroke-opacity: .2; | |
} | |
.link:hover { | |
stroke-opacity: .5; | |
} |