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Parallel Coordinates Visualisation
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<!DOCTYPE html> <meta charset="utf-8"> <style> svg { font: 10px sans-serif; } .background path { fill: none; stroke: #dddddd; shape-rendering: crispEdges; } .foreground path { fill: none; stroke: #fe5656; } .brush .extent { fill-opacity: .3; stroke: #b70000; shape-rendering: crispEdges; } .axis line, .axis path { fill: none; stroke: #969696; shape-rendering: crispEdges; } .axis text { text-shadow: 0 1px 0 #fff, 1px 0 0 #fff, 0 -1px 0 #fff, -1px 0 0 #fff; cursor: move; } </style> <body> <script src="//d3js.org/d3.v3.min.js"></script> <script> var margin = {top: 30, right: 10, bottom: 10, left: 10}, width = 960 - margin.left - margin.right, height = 500 - margin.top - margin.bottom; var x = d3.scale.ordinal().rangePoints([0, width], 1), y = {}, dragging = {}; var line = d3.svg.line(), axis = d3.svg.axis().orient("left"), background, foreground; 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 + ")"); d3.csv("hw2.csv", function(error, hw2) { // Extract the list of dimensions and create a scale for each. x.domain(dimensions = d3.keys(hw2[0]).filter(function(d) { return d != "college_name" && (y[d] = d3.scale.linear() .domain(d3.extent(hw2, function(p) { return +p[d]; })) .range([height, 0])); })); // Add background lines for context. background = svg.append("g") .attr("class", "background") .selectAll("path") .data(hw2) .enter().append("path") .attr("d", path); // Add foreground lines for focus. foreground = svg.append("g") .attr("class", "foreground") .selectAll("path") .data(hw2) .enter().append("path") .attr("d", path); // Add a group element for each dimension. var g = svg.selectAll(".dimension") .data(dimensions) .enter().append("g") .attr("class", "dimension") .attr("transform", function(d) { return "translate(" + x(d) + ")"; }) .call(d3.behavior.drag() .origin(function(d) { return {x: x(d)}; }) .on("dragstart", function(d) { dragging[d] = x(d); background.attr("visibility", "hidden"); }) .on("drag", function(d) { dragging[d] = Math.min(width, Math.max(0, d3.event.x)); foreground.attr("d", path); dimensions.sort(function(a, b) { return position(a) - position(b); }); x.domain(dimensions); g.attr("transform", function(d) { return "translate(" + position(d) + ")"; }) }) .on("dragend", function(d) { delete dragging[d]; transition(d3.select(this)).attr("transform", "translate(" + x(d) + ")"); transition(foreground).attr("d", path); background .attr("d", path) .transition() .delay(500) .duration(0) .attr("visibility", null); })); // Add an axis and title. g.append("g") .attr("class", "axis") .each(function(d) { d3.select(this).call(axis.scale(y[d])); }) .append("text") .style("text-anchor", "middle") .attr("y", -9) .text(function(d) { return d; }); // Add and store a brush for each axis. g.append("g") .attr("class", "brush") .each(function(d) { d3.select(this).call(y[d].brush = d3.svg.brush().y(y[d]).on("brushstart", brushstart).on("brush", brush)); }) .selectAll("rect") .attr("x", -8) .attr("width", 16); }); function position(d) { var v = dragging[d]; return v == null ? x(d) : v; } function transition(g) { return g.transition().duration(500); } // Returns the path for a given data point. function path(d) { return line(dimensions.map(function(p) { return [position(p), y[p](d[p])]; })); } function brushstart() { d3.event.sourceEvent.stopPropagation(); } // Handles a brush event, toggling the display of foreground lines. function brush() { var actives = dimensions.filter(function(p) { return !y[p].brush.empty(); }), extents = actives.map(function(p) { return y[p].brush.extent(); }); foreground.style("display", function(d) { return actives.every(function(p, i) { return extents[i][0] <= d[p] && d[p] <= extents[i][1]; }) ? null : "none"; }); } </script>
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