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d3 Pareto Chart Example
<!DOCTYPE html> <meta charset="utf-8"> <style> svg { font: 10px sans-serif; } .bar rect { fill: steelblue; shape-rendering: crispEdges; } .axis path, .axis line { fill: none; stroke: #000; shape-rendering: crispEdges; } .line { fill: none; stroke: purple; stroke-width: 1.5px; } </style> <body> <script src="//d3js.org/d3.v3.min.js"></script> <script> //sample based upon: https://www.pryor.com/blog/creating-a-pareto-chart-in-excel/ //TODO - perhaps add circle "points" on the line to match the reference sample //Set dimensions var m = {top: 50, right: 50, bottom: 50, left: 50} , h = 500 - m.top - m.bottom , w = 960 - m.left - m.right , barWidth = 5; var dataset = null; d3.csv("pareto_data.csv",function(error,data){ if (error) return console.log(error); //typecast Amount to #, calculate total, and cumulative amounts var totalAmount = 0; for(var i = 0; i < data.length; i++){ data[i].Amount = +data[i].Amount; totalAmount += data[i].Amount; if(i > 0){ data[i]['CumulativeAmount'] = data[i].Amount + data[i-1].CumulativeAmount; }else{ data[i]['CumulativeAmount'] = data[i].Amount; } } //now calculate cumulative % from the cumulative amounts & total, round % for(var i = 0; i < data.length; i++){ data[i]['CumulativePercentage'] = (data[i]['CumulativeAmount'] / totalAmount); data[i]['CumulativePercentage'] = parseFloat(data[i]['CumulativePercentage'].toFixed(2)); } dataset = data; //Axes and scales var xScale = d3.scale.ordinal().rangeRoundBands([0, w], 0.1); xScale.domain(data.map(function(d) { return d.Category; })); var yhist = d3.scale.linear() .domain([0, d3.max(data, function(d) { return d.Amount; })]) .range([h, 0]); var ycum = d3.scale.linear().domain([0, 1]).range([h, 0]); var xAxis = d3.svg.axis() .scale(xScale) .orient('bottom'); var yAxis = d3.svg.axis() .scale(yhist) .orient('left'); var yAxis2 = d3.svg.axis() .scale(ycum) .orient('right'); //Draw svg var svg = d3.select("body").append("svg") .attr("width", w + m.left + m.right) .attr("height", h + m.top + m.bottom) .append("g") .attr("transform", "translate(" + m.left + "," + m.top + ")"); //Draw histogram var bar = svg.selectAll(".bar") .data(data) .enter().append("g") .attr("class", "bar"); bar.append("rect") .attr("x", function(d) { return xScale(d.Category); }) .attr("width", xScale.rangeBand()) .attr("y", function(d) { return yhist(d.Amount); }) .attr("height", function(d) { return h - yhist(d.Amount); }); //Draw CDF line var guide = d3.svg.line() .x(function(d) { return xScale(d.Category); }) .y(function(d){ return ycum(d.CumulativePercentage) }) .interpolate('basis'); var line = svg.append('path') .datum(data) .attr('d', guide) .attr('class', 'line'); //Draw axes svg.append("g") .attr("class", "x axis") .attr("transform", "translate(0," + h + ")") .call(xAxis); svg.append("g") .attr("class", "y axis") .call(yAxis) .append("text") .attr("transform", "rotate(-90)") .attr("y", 6) .attr("dy", ".71em") .style("text-anchor", "end") .text("Amount"); svg.append("g") .attr("class", "y axis") .attr("transform", "translate(" + [w, 0] + ")") .call(yAxis2) .append("text") .attr("transform", "rotate(-90)") .attr("y", 4) .attr("dy", "-.71em") .style("text-anchor", "end") .text("Cumulative %"); }); </script> </body>
https://d3js.org/d3.v3.min.js