Create a Sankey diagram from a CSV file. I got most of this code from d3noob's block, but I added the code to convert the CSV data into the format required by d3-sankey.
forked from HarryStevens's block: Sankey from CSV
| license: gpl-3.0 |
Create a Sankey diagram from a CSV file. I got most of this code from d3noob's block, but I added the code to convert the CSV data into the format required by d3-sankey.
forked from HarryStevens's block: Sankey from CSV
| source | target | value | |
|---|---|---|---|
| 71 | Prelingual sensorineural hearing impairment | 9 | |
| 89 | Hearing impairment | 19 | |
| 84A | Motor delay | 1 | |
| 22 | Sensorineural hearing impairment | 31 | |
| 98 | Sensorineural hearing impairment | 31 | |
| 76 | Progressive sensorineural hearing impairment | 4 | |
| 29 | Hearing impairment | 19 | |
| 24 | Profound sensorineural hearing impairment | 4 | |
| 63 | Congenital sensorineural hearing impairment | 1 | |
| 27 | Sensorineural hearing impairment | 31 | |
| 53 | Sensorineural hearing impairment | 31 | |
| 35 | Sensorineural hearing impairment | 31 | |
| 91 | Progressive hearing impairment | 2 | |
| 16 | Sensorineural hearing impairment | 31 | |
| 84A | Hearing impairment | 19 | |
| 68 | Sensorineural hearing impairment | 31 | |
| 59 | Sensorineural hearing impairment | 31 | |
| 20 | Hearing impairment | 19 | |
| 74 | Hearing impairment | 19 | |
| 62 | Prelingual sensorineural hearing impairment | 9 | |
| 39 | Prelingual sensorineural hearing impairment | 9 | |
| 79 | Progressive sensorineural hearing impairment | 4 | |
| 9 | Absence of acoustic reflex | 1 | |
| 37 | Bilateral sensorineural hearing impairment | 3 | |
| 51 | Sensorineural hearing impairment | 31 | |
| 67 | Sensorineural hearing impairment | 31 | |
| 84B | Hearing impairment | 19 | |
| 9 | Absent brainstem auditory responses | 1 | |
| 33 | Hearing impairment | 19 | |
| 44 | Prelingual sensorineural hearing impairment | 9 | |
| 48 | Profound sensorineural hearing impairment | 4 | |
| 103 | Vestibular areflexia | 2 | |
| 12 | Abnormality of the eye | 1 | |
| 66 | Sensorineural hearing impairment | 31 | |
| 36 | Sensorineural hearing impairment | 31 | |
| 5 | Sensorineural hearing impairment | 31 | |
| 61 | Sensorineural hearing impairment | 31 | |
| 21 | Sensorineural hearing impairment | 31 | |
| 84B | Vestibular hypofunction | 1 | |
| 84A | Vestibular dysfunction | 5 | |
| 12 | Prelingual sensorineural hearing impairment | 9 | |
| 17 | Sensorineural hearing impairment | 31 | |
| 31 | Sensorineural hearing impairment | 31 | |
| 25 | Hearing impairment | 19 | |
| 38 | Prelingual sensorineural hearing impairment | 9 | |
| 18B | Hearing impairment | 19 | |
| 20 | Sensorineural hearing impairment | 31 | |
| 23 | Sensorineural hearing impairment | 31 | |
| 32 | Hearing impairment | 19 | |
| 30 | Progressive sensorineural hearing impairment | 4 | |
| 36 | Vestibular areflexia | 2 | |
| 3 | Profound sensorineural hearing impairment | 4 | |
| 42 | Sensorineural hearing impairment | 31 | |
| 30 | Progressive hearing impairment | 2 | |
| 93 | Hearing impairment | 19 | |
| 28 | Severe sensorineural hearing impairment | 1 | |
| 37 | Vestibular dysfunction | 5 | |
| 2 | Vertigo | 1 | |
| 1A | Vestibular dysfunction | 5 | |
| 49 | Prelingual sensorineural hearing impairment | 9 | |
| 79 | Sensorineural hearing impairment | 31 | |
| 1B | Hearing impairment | 19 | |
| 96 | Hearing impairment | 19 | |
| 65 | Hearing impairment | 19 | |
| 102 | Profound hearing impairment | 1 | |
| 70 | Hearing impairment | 19 | |
| 1A | Sensorineural hearing impairment | 31 | |
| 48 | Vestibular dysfunction | 5 | |
| 37 | Rod-cone dystrophy | 1 | |
| 79 | Delayed speech and language development | 1 | |
| 101 | Bilateral sensorineural hearing impairment | 3 | |
| 104 | Prelingual sensorineural hearing impairment | 9 | |
| 26 | Sensorineural hearing impairment | 31 | |
| 6 | Hearing impairment | 19 | |
| 88 | Hearing impairment | 19 | |
| 2 | Sensorineural hearing impairment | 31 | |
| 86 | Hearing impairment | 19 | |
| 103 | Sensorineural hearing impairment | 31 | |
| 25 | Progressive sensorineural hearing impairment | 4 | |
| 46 | Profound sensorineural hearing impairment | 4 | |
| 8 | Sensorineural hearing impairment | 31 | |
| 7 | Sensorineural hearing impairment | 31 | |
| 77 | Bilateral sensorineural hearing impairment | 3 | |
| 4 | Sensorineural hearing impairment | 31 | |
| 37 | Congenital stationary night blindness | 1 | |
| 40 | Prelingual sensorineural hearing impairment | 9 | |
| 4 | Enlarged vestibular aqueduct | 1 | |
| 29 | Sensorineural hearing impairment | 31 | |
| 4 | Incomplete partition of the cochlea type II | 1 | |
| 9 | Sensorineural hearing impairment | 31 | |
| 18A | Sensorineural hearing impairment | 31 | |
| 15 | Hearing impairment | 19 | |
| 1B | Vestibular dysfunction | 5 |
| <!DOCTYPE html> | |
| <html> | |
| <head> | |
| <meta charset="utf-8"> | |
| <style> | |
| body { | |
| margin: 0; | |
| font-family: "Helvetica Neue", sans-serif; | |
| } | |
| .node rect { | |
| cursor: move; | |
| fill-opacity: .9; | |
| shape-rendering: crispEdges; | |
| stroke: #ffffff; | |
| stroke-opacity: .2; | |
| } | |
| .node text { | |
| pointer-events: none; | |
| text-shadow: 0px 0px 2px #fff; | |
| font-size: .8em; | |
| } | |
| .link { | |
| fill: none; | |
| stroke: #000; | |
| stroke-opacity: .2; | |
| } | |
| .link:hover { | |
| stroke-opacity: .5; | |
| } | |
| </style> | |
| </head> | |
| <body> | |
| <script src="https://d3js.org/d3.v4.min.js"></script> | |
| <script src="sankey.js"></script> | |
| <script> | |
| // set the dimensions and margins of the graph | |
| var margin = {top: 10, right: 10, bottom: 10, left: 10}, | |
| width = window.innerWidth/2 - margin.left - margin.right, | |
| height = window.innerHeight; | |
| // format variables | |
| var formatNumber = d3.format(",.0f"), // zero decimal places | |
| format = function(d) { return "$" + formatNumber(d); }, | |
| color = d3.scaleOrdinal(d3.schemeCategory20); | |
| // append the svg object to the body of the page | |
| var svg = d3.select("body").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 + ")"); | |
| // Set the sankey diagram properties | |
| var sankey = d3.sankey() | |
| .nodeWidth(20) | |
| .nodePadding(5) | |
| .size([width, height]); | |
| var path = sankey.link(); | |
| // load the data | |
| d3.queue() | |
| .defer(d3.csv, "data.csv") | |
| .await(ready); | |
| function ready(error, csv){ | |
| // create an array to push all sources and targets, before making them unique | |
| var arr = []; | |
| csv.forEach(function(d){ | |
| arr.push(d.source); | |
| arr.push(d.target); | |
| }); | |
| // create nodes array | |
| var nodes = arr.filter(onlyUnique).map(function(d,i){ | |
| return { | |
| node: i, | |
| name: d | |
| } | |
| }); | |
| // create links array | |
| var links = csv.map(function(csv_row){ | |
| return { | |
| source: getNode("source"), | |
| target: getNode("target"), | |
| value: +csv_row.value | |
| } | |
| function getNode(type){ | |
| return nodes.filter(function(node_object){ return node_object.name == csv_row[type]; })[0].node; | |
| } | |
| }); | |
| sankey | |
| .nodes(nodes) | |
| .links(links) | |
| .layout(32); | |
| // add in the links | |
| var link = svg.append("g").selectAll(".link") | |
| .data(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; }); | |
| // add the link titles | |
| link.append("title") | |
| .text(function(d) { | |
| return d.source.name + " → " + | |
| d.target.name + "\n" + format(d.value); }); | |
| // add in the nodes | |
| var node = svg.append("g").selectAll(".node") | |
| .data(nodes) | |
| .enter().append("g") | |
| .attr("class", "node") | |
| .attr("transform", function(d) { | |
| return "translate(" + d.x + "," + d.y + ")"; | |
| }) | |
| .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 < 0 ? .1 : 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); | |
| }); | |
| // add in the title for the nodes | |
| 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"); | |
| // 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); | |
| } | |
| } | |
| // unique values of an array | |
| function onlyUnique(value, index, self) { | |
| return self.indexOf(value) === index; | |
| } | |
| </script> | |
| </body> | |
| </html> |
| d3.sankey = function() { | |
| var sankey = {}, | |
| nodeWidth = 24, | |
| nodePadding = 8, | |
| size = [1, 1], | |
| 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.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 + 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( | |
| d3.sum(node.sourceLinks, 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) { | |
| if (nextNodes.indexOf(link.target) < 0) { | |
| 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; | |
| }; |