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2. Create a line chart using d3
<!DOCTYPE html> <meta charset="utf-8"> <style> /* set the CSS */ .line { fill: black; } </style> <body> <!-- load the d3.js library --> <script src="https://d3js.org/d3.v4.min.js"></script> <script> // set the dimensions and margins of the graph var margin = {top: 20, right: 20, bottom: 50, left: 50}, width = 960 - margin.left - margin.right, height = 500 - margin.top - margin.bottom; // set the ranges var x = d3.scaleBand() .range([0, width]) .padding(50); var y = d3.scaleLinear() .range([height, 0]); // append the svg object to the body of the page // append a 'group' element to 'svg' // moves the 'group' element to the top left margin 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 + ")"); console.log("x1996:", x(+'1996')); console.log("x2001:", x(+'2001')); console.log("x2014:", x(+'2014')); //line function var line = d3.line() .x(function(d) { console.log("x:", x(d.key)); return x(d.key); }) // set the x values for the line generator .y(function(d) { console.log("y:", y(d.value.sumworth));return y(d.value.sumworth); }) // set the y values for the line generator .curve(d3.curveMonotoneX) // apply smoothing to the line // get the billionaires data d3.csv("billionaires.csv", function(error, data) { if (error) throw error; console.log(data); var worthMap = new Map(); data.forEach(function(d) { d.year = d.year; d['worth in billions'] = +d['worth in billions']; }); var nested_data = d3.nest() .key(function(d) { return d.year; }) .rollup(function(worth) { return { "sumworth": d3.sum(worth, function(d) {return parseFloat(+d['worth in billions']);})} }) .entries(data); console.log("nested_data:"); console.log(nested_data); // data.forEach(function(d) { // if (worthMap.has(d.year)) { // sum = worthMap.get(d.year) // sum = sum + (+d['worth in billions']) // worthMap.set(d.year, sum); // }else { // worthMap.set(d.year, +d['worth in billions']); // } // }); // console.log(worthMap); // var arr = Array.from(worthMap.values()); // Scale the range of the data in the domains x.domain(nested_data.map(function(d) { return d.key; })); y.domain([0, d3.max(nested_data, function(d) { return +d.value.sumworth; })]); // // add the x Axis svg.append("g") .attr("transform", "translate(0," + height + ")") .call(d3.axisBottom(x)) .selectAll("text") .style("text-anchor", "end") .attr("dx", ".8em") .style("font-size", "15px") .attr("dy", ".75em") // add the y Axis svg.append("g") .call(d3.axisLeft(y)); // draw the line for the line chart svg.append("path") .datum(nested_data) .attr("fill", "none") .attr("stroke", "steelblue") .attr("stroke-linejoin", "round") .attr("stroke-linecap", "round") .attr("stroke-width", 1.5) .attr("d", line); svg.append("text") .attr("text-anchor", "middle") // this makes it easy to centre the text as the transform is applied to the anchor .attr("transform", "translate("+ margin.right +","+(height/2)+")rotate(-90)") // text is drawn off the screen top left, move down and out and rotate .text("Total Worth in Billions"); svg.append("text") .attr("text-anchor", "middle") // this makes it easy to centre the text as the transform is applied to the anchor .attr("transform", "translate("+ (width/2) +","+(height+margin.bottom)+")") // text is drawn off the screen top left, move down and out and rotate .text("Year"); }); </script> <p><a href ="https://bl.ocks.org/elt12njo/76b484f5187c7ecfc83070dd81897327/6741bd95237f3ed45867a843e8e5403b90386639">Reference</a> </p> </body>
https://d3js.org/d3.v4.min.js