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Paretto chart example
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const ParetoChart = (function () { | |
let svg, x, yRevenue, yPercentage, color; | |
const margin = { top: 20, right: 80, bottom: 30, left: 60 }, | |
width = 600 - margin.left - margin.right, | |
height = 400 - margin.top - margin.bottom; | |
function init(data) { | |
data.sort((a, b) => d3.descending(a.revenue, b.revenue)); | |
let totalRevenue = d3.sum(data, (d) => d.revenue); | |
let cumulativePercentage = 0; | |
data.forEach((d) => { | |
d.cumulativeRevenue = cumulativePercentage += d.revenue; | |
d.cumulativePercentage = (d.cumulativeRevenue / totalRevenue) * 100; | |
}); | |
svg = d3 | |
.select("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", `translate(${margin.left},${margin.top})`); | |
x = d3 | |
.scaleBand() | |
.range([0, width]) | |
.domain(data.map((d) => d.product)) | |
.padding(0.2); | |
yRevenue = d3 | |
.scaleLinear() | |
.domain([0, d3.max(data, (d) => d.revenue)]) | |
.range([height, 0]); | |
yPercentage = d3.scaleLinear().domain([0, 100]).range([height, 0]); | |
color = d3 | |
.scaleOrdinal() | |
.domain(data.map((d) => d.product)) | |
.range(d3.schemeTableau10); | |
drawAxes(); | |
drawAxisLabels(); | |
drawBars(data); | |
drawLine(data); | |
drawDottedLines(); | |
} | |
function drawAxes() { | |
svg | |
.append("g") | |
.attr("transform", `translate(0,${height})`) | |
.call(d3.axisBottom(x)); | |
svg.append("g").call(d3.axisLeft(yRevenue)); | |
svg | |
.append("g") | |
.attr("transform", `translate(${width}, 0)`) | |
.call(d3.axisRight(yPercentage)); | |
} | |
function drawAxisLabels() { | |
svg | |
.append("text") | |
.attr("transform", "rotate(-90)") | |
.attr("y", 0 - margin.left) | |
.attr("x", 0 - height / 2) | |
.attr("dy", "1em") | |
.style("text-anchor", "middle") | |
.text("Revenue"); | |
svg | |
.append("text") | |
.attr("transform", "rotate(-90)") | |
.attr("y", width + margin.right - 20) | |
.attr("x", 0 - height / 2) | |
.attr("dy", "1em") | |
.style("text-anchor", "middle") | |
.text("Cumulative Percentage (%)"); | |
} | |
function drawBars(data) { | |
svg | |
.selectAll(".bar") | |
.data(data) | |
.enter() | |
.append("rect") | |
.attr("x", (d) => x(d.product)) | |
.attr("y", (d) => yRevenue(d.revenue)) | |
.attr("width", x.bandwidth()) | |
.attr("height", (d) => height - yRevenue(d.revenue)) | |
.attr("fill", (d) => color(d.product)) | |
.attr("class", (d) => | |
d.cumulativePercentage <= 80 ? "vital" : "trivial" | |
); | |
} | |
function drawLine(data) { | |
svg | |
.append("path") | |
.datum(data) | |
.attr("fill", "none") | |
.attr("stroke", "red") | |
.attr("stroke-width", 1.5) | |
.attr( | |
"d", | |
d3 | |
.line() | |
.x((d) => x(d.product) + x.bandwidth() / 2) | |
.y((d) => yPercentage(d.cumulativePercentage)) | |
); | |
} | |
function drawDottedLines() { | |
svg | |
.append("line") | |
.style("stroke", "blue") | |
.style("stroke-width", 1) | |
.style("stroke-dasharray", "3, 3") | |
.attr("x1", 0) | |
.attr("y1", yPercentage(80)) | |
.attr("x2", width) | |
.attr("y2", yPercentage(80)); | |
} | |
return { | |
init: init, | |
}; | |
})(); | |
const data = [ | |
{ product: "Smartphone", revenue: 50000 }, | |
{ product: "Laptop", revenue: 75000 }, | |
{ product: "Tablet", revenue: 30000 }, | |
{ product: "Smartwatch", revenue: 20000 }, | |
{ product: "Headphones", revenue: 15000 }, | |
]; | |
ParetoChart.init(data); |
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