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multimodal random
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license: mit |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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<!DOCTYPE html> | |
<head> | |
<meta charset="utf-8"> | |
<script src="https://d3js.org/d3.v4.min.js"></script> | |
<script src="https://d3js.org/d3-scale.v1.min.js"></script> | |
<script src="https://d3js.org/d3-array.v1.min.js"></script> | |
<script src="https://d3js.org/d3-random.v1.min.js"></script> | |
<style> | |
body { margin:0;position:fixed;top:0;right:0;bottom:0;left:0; } | |
circle.blue { | |
fill: blue; | |
} | |
circle.red { | |
fill: red; | |
} | |
circle.purple, .bar { | |
fill: purple; | |
} | |
</style> | |
</head> | |
<body> | |
<script> | |
var sampleSize = 10000; | |
var svg = d3.select("body").append("svg") | |
.attr("width", 960) | |
.attr("height", 700) | |
var scaleX = d3.scaleLinear() | |
.domain([1,100]) | |
.range([100, 500]); | |
var randA = d3.randomNormal(25,10); | |
var dataA = Array.apply(null, new Array(sampleSize)); | |
dataA = dataA.map(() => randA()); | |
svg.append("g") | |
.selectAll('.blue') | |
.data(dataA) | |
.enter() | |
.append('circle') | |
.classed('blue', true) | |
.attr('cx', (d) => scaleX(d)) | |
.attr('cy', 100) | |
.attr('r', 1) | |
var randB = d3.randomNormal(75,10); | |
var dataB = Array.apply(null, new Array(sampleSize)); | |
dataB = dataB.map(() => randB()); | |
svg.append("g") | |
.selectAll('.red') | |
.data(dataB) | |
.enter() | |
.append('circle') | |
.classed('red', true) | |
.attr('cx', (d) => scaleX(d)) | |
.attr('cy', 200) | |
.attr('r', 1) | |
var randAB = () => Math.random() > 0.5 ? randA() : randB(); | |
var dataAB = Array.apply(null, new Array(sampleSize)); | |
dataAB = dataAB.map(() => randAB()); | |
svg.append("g") | |
.selectAll('.purple') | |
.data(dataAB) | |
.enter() | |
.append('circle') | |
.classed('purple', true) | |
.attr('cx', (d) => scaleX(d)) | |
.attr('cy', 300) | |
.attr('r', 1) | |
var histogram = d3.histogram() | |
.domain(scaleX.domain()) | |
.thresholds(scaleX.ticks(50)); | |
var bins = histogram(dataAB); | |
var scaleY = d3.scaleLinear() | |
.domain([0, d3.max(bins, (d) => d.length)]) | |
.range([0, 100]); | |
svg.selectAll("rect") | |
.data(bins) | |
.enter() | |
.append("rect") | |
.attr("class", "bar") | |
.attr("x", (d) => scaleX(d.x0)) | |
.attr("y", (d) => 450 - scaleY(d.length)) | |
.attr("width", (d) => scaleX(d.x1) - scaleX(d.x0) - 1) | |
.attr("height", (d) => scaleY(d.length)); | |
</script> | |
</body> |
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