// Dimensions of sunburst. var width = 800; var height = 300; // Breadcrumb dimensions: width, height, spacing, width of tip/tail. var b = { w: 75, h: 30, s: 3, t: 10 }; // Mapping of step names to colors. var colors = { "home": "#5687d1", "product": "#7b615c", "search": "#de783b", "account": "#6ab975", "other": "#a173d1", "end": "#bbbbbb" }; // Total size of all segments; we set this later, after loading the data. var totalSize = 0; var vis = d3.select("#chart").append("svg:svg") .attr("width", width) .attr("height", height) .append("svg:g") .attr("id", "container"); var partition = d3.layout.partition() .size([width, height]) .value(function(d) { return d.size; }); // Use d3.text and d3.csv.parseRows so that we do not need to have a header // row, and can receive the csv as an array of arrays. d3.text("visit-sequences.csv", function(text) { var csv = d3.csv.parseRows(text); var json = buildHierarchy(csv); createVisualization(json); }); // Main function to draw and set up the visualization, once we have the data. function createVisualization(json) { // Basic setup of page elements. initializeBreadcrumbTrail(); drawLegend(); d3.select("#togglelegend").on("click", toggleLegend); // Bounding rect underneath the chart, to make it easier to detect // when the mouse leaves the parent g. vis.append("svg:rect") .attr("width", width) .attr("height", height) .style("opacity", 0); // For efficiency, filter nodes to keep only those large enough to see. var nodes = partition.nodes(json) .filter(function(d) { return (d.dx > 0.5); }); var node = vis.data([json]).selectAll(".node") .data(nodes) .enter().append("rect") .attr("class", "node") .attr("x", function(d) { return d.x; }) .attr("y", function(d) { return d.y; }) .attr("width", function(d) { return d.dx; }) .attr("height", function(d) { return d.dy; }) .attr("display", function(d) { return d.depth ? null : "none"; }) .style("fill", function(d) { return colors[d.name]; }) .style("opacity", 1) .on("mouseover", mouseover); // Add the mouseleave handler to the bounding rect. d3.select("#container").on("mouseleave", mouseleave); // Get total size of the tree = value of root node from partition. totalSize = node.node().__data__.value; }; // Fade all but the current sequence, and show it in the breadcrumb trail. function mouseover(d) { var percentage = (100 * d.value / totalSize).toPrecision(3); var percentageString = percentage + "%"; if (percentage < 0.1) { percentageString = "< 0.1%"; } var sequenceArray = getAncestors(d); updateBreadcrumbs(sequenceArray, percentageString); // Fade all the segments. d3.selectAll(".node") .style("opacity", 0.3); // Then highlight only those that are an ancestor of the current segment. vis.selectAll(".node") .filter(function(node) { return (sequenceArray.indexOf(node) >= 0); }) .style("opacity", 1); } // Restore everything to full opacity when moving off the visualization. function mouseleave(d) { // Hide the breadcrumb trail d3.select("#trail") .style("visibility", "hidden"); // Deactivate all segments during transition. d3.selectAll(".node").on("mouseover", null); // Transition each segment to full opacity and then reactivate it. d3.selectAll(".node") .transition() .duration(1000) .style("opacity", 1) .each("end", function() { d3.select(this).on("mouseover", mouseover); }); } // Given a node in a partition layout, return an array of all of its ancestor // nodes, highest first, but excluding the root. function getAncestors(node) { var path = []; var current = node; while (current.parent) { path.unshift(current); current = current.parent; } return path; } function initializeBreadcrumbTrail() { // Add the svg area. var trail = d3.select("#sequence").append("svg:svg") .attr("width", width) .attr("height", 50) .attr("id", "trail"); // Add the label at the end, for the percentage. trail.append("svg:text") .attr("id", "endlabel") .style("fill", "#000"); } // Generate a string that describes the points of a breadcrumb polygon. function breadcrumbPoints(d, i) { var points = []; points.push("0,0"); points.push(b.w + ",0"); points.push(b.w + b.t + "," + (b.h / 2)); points.push(b.w + "," + b.h); points.push("0," + b.h); if (i > 0) { // Leftmost breadcrumb; don't include 6th vertex. points.push(b.t + "," + (b.h / 2)); } return points.join(" "); } // Update the breadcrumb trail to show the current sequence and percentage. function updateBreadcrumbs(nodeArray, percentageString) { // Data join; key function combines name and depth (= position in sequence). var g = d3.select("#trail") .selectAll("g") .data(nodeArray, function(d) { return d.name + d.depth; }); // Add breadcrumb and label for entering nodes. var entering = g.enter().append("svg:g"); entering.append("svg:polygon") .attr("points", breadcrumbPoints) .style("fill", function(d) { return colors[d.name]; }); entering.append("svg:text") .attr("x", (b.w + b.t) / 2) .attr("y", b.h / 2) .attr("dy", "0.35em") .attr("text-anchor", "middle") .text(function(d) { return d.name; }); // Set position for entering and updating nodes. g.attr("transform", function(d, i) { return "translate(" + i * (b.w + b.s) + ", 0)"; }); // Remove exiting nodes. g.exit().remove(); // Now move and update the percentage at the end. d3.select("#trail").select("#endlabel") .attr("x", (nodeArray.length + 0.5) * (b.w + b.s)) .attr("y", b.h / 2) .attr("dy", "0.35em") .attr("text-anchor", "middle") .text(percentageString); // Make the breadcrumb trail visible, if it's hidden. d3.select("#trail") .style("visibility", ""); } function drawLegend() { // Dimensions of legend item: width, height, spacing, radius of rounded rect. var li = { w: 75, h: 30, s: 3, r: 3 }; var legend = d3.select("#legend").append("svg:svg") .attr("width", li.w) .attr("height", d3.keys(colors).length * (li.h + li.s)); var g = legend.selectAll("g") .data(d3.entries(colors)) .enter().append("svg:g") .attr("transform", function(d, i) { return "translate(0," + i * (li.h + li.s) + ")"; }); g.append("svg:rect") .attr("rx", li.r) .attr("ry", li.r) .attr("width", li.w) .attr("height", li.h) .style("fill", function(d) { return d.value; }); g.append("svg:text") .attr("x", li.w / 2) .attr("y", li.h / 2) .attr("dy", "0.35em") .attr("text-anchor", "middle") .text(function(d) { return d.key; }); } function toggleLegend() { var legend = d3.select("#legend"); if (legend.style("visibility") == "hidden") { legend.style("visibility", ""); } else { legend.style("visibility", "hidden"); } } // Take a 2-column CSV and transform it into a hierarchical structure suitable // for a partition layout. The first column is a sequence of step names, from // root to leaf, separated by hyphens. The second column is a count of how // often that sequence occurred. function buildHierarchy(csv) { var root = {"name": "root", "children": []}; for (var i = 0; i < csv.length; i++) { var sequence = csv[i][0]; var size = +csv[i][1]; if (isNaN(size)) { // e.g. if this is a header row continue; } var parts = sequence.split("-"); var currentNode = root; for (var j = 0; j < parts.length; j++) { var children = currentNode["children"]; var nodeName = parts[j]; var childNode; if (j + 1 < parts.length) { // Not yet at the end of the sequence; move down the tree. var foundChild = false; for (var k = 0; k < children.length; k++) { if (children[k]["name"] == nodeName) { childNode = children[k]; foundChild = true; break; } } // If we don't already have a child node for this branch, create it. if (!foundChild) { childNode = {"name": nodeName, "children": []}; children.push(childNode); } currentNode = childNode; } else { // Reached the end of the sequence; create a leaf node. childNode = {"name": nodeName, "size": size}; children.push(childNode); } } } return root; };