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@blacki
Last active Jan 2, 2016
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Clustered points

Generating clusters of random points

<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<title>Cluster Points</title>
<style media="screen">
body{
margin: 0;
}
</style>
</head>
<body>
<svg></svg>
</body>
<script src="lodash.min.js"></script>
<script src="/blacki/raw/b83b3d4139257a353b8a/d3.min.js"></script>
<script src="/blacki/raw/b83b3d4139257a353b8a/dat.gui.min.js"></script>
<script src="/blacki/raw/b83b3d4139257a353b8a/d3-jetpack.js"></script>
<script src="/blacki/raw/b83b3d4139257a353b8a/d3-starterkit.js"></script>
<script src="/blacki/raw/b83b3d4139257a353b8a/d3-randompoints.js"></script>
<script>
var c24 =d3.shuffle(['#33cc33','#ff0000','#3366ff','#00e7b4','#a6cee3','#fb9a99','#b15928','#b4002f','#bcbc34','#393d77','#ff8200','#7800a8','#ff00d7','#ffc100','#b2df8a','#fdb56d','#cab2d6','#c39c95','#29bece','#cc70bc','#669c95','#ff7a9a','#e3026f','#006d33'])
distributions = ['uniform','bates', 'irwinHall', 'normal', 'logNormal']
o = {}
o.dist = 'normal'
o.numClusters = 3
o.clusterPts = 500
colors = c24.slice(-o.numClusters)
w = window.innerWidth
h = window.innerHeight
r = .005*d3.min([w,h])
xRange = [r,w-r]
yRange = [r,h-r]
data = clusterPoints(o.numClusters,o.clusterPts,o.dist,xRange,yRange)
drawPoints(data)
var clusterGs = d3.selectAll('.cluster')
function clusterPoints(numC,numPts,_dist,_xR,_yR){
var clusters = []
d3.range(0,numC).forEach(function (i) {
cPts = randomPoints(4,'uniform',_xR,_yR)
c={}
c.dist = _dist
c.xRange = d3.extent(cPts.map(function(p){return p.x}))
c.yRange = d3.extent(cPts.map(function(p){return p.y}))
c.points = randomPoints(numPts,c.dist,c.xRange,c.yRange)
clusters.push(c)
})
// clusters.reduce(function (prev,curr) {return prev.concat(curr)})
return clusters
}
function drawPoints(data) {
svg = d3.select('svg').attr({
width:w,
height:h,
}).html('')
var clusters = svg.dataAppend(data,'g.cluster')
var pts = clusters.dataAppend(ƒ('points'),'circle.point')
.attr('r',r)
.attr('cx',ƒ('x'))
.attr('cy',ƒ('y'))
clusters.each(function (c,i) {
d3.select(this)
.selectAll('.point')
.style('fill', function () {return colors[i]})
})
}
var gui = new dat.GUI()
gui
.add(o, 'dist', distributions )
.onChange(function(dist) {
data = clusterPoints(o.numClusters,o.clusterPts,o.dist,xRange,yRange)
drawPoints(data)
clusterGs = d3.selectAll('.cluster')
})
gui
.add(o, 'numClusters', d3.range(1,6))
.onChange(function(dist) {
colors = c24.slice(-o.numClusters)
data = clusterPoints(o.numClusters,o.clusterPts,o.dist,xRange,yRange)
drawPoints(data)
clusterGs = d3.selectAll('.cluster')
})
gui
.add(o, 'clusterPts', 0, 1500)
.onChange(function (num) {
data = []
d3.selectAll('.cluster').each(function (d,i) {
if(num>d.points.length-1){
curData = _.extend({},d)
rnd = randomPoints((num-d.points.length),o.dist,d.xRange,d.yRange)
curData.points = curData.points.concat(rnd)
data.push(curData)
}else{
curData = _.extend({},d)
curData.points = curData.points.slice(0,num)
data.push(curData)
}
})
drawPoints(data)
})
o.redraw = function () {
data = clusterPoints(o.numClusters,o.clusterPts,o.dist,xRange,yRange)
drawPoints(data)
}
gui.add(o, 'redraw')
</script>
</html>
/**
* @license
* lodash 3.10.1 (Custom Build) lodash.com/license | Underscore.js 1.8.3 underscorejs.org/LICENSE
* Build: `lodash modern -o ./lodash.js`
*/
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