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Scatterplot Matrix Brushing d3v4
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sepal length | sepal width | petal length | petal width | species | |
---|---|---|---|---|---|
5.1 | 3.5 | 1.4 | 0.2 | setosa | |
4.9 | 3.0 | 1.4 | 0.2 | setosa | |
4.7 | 3.2 | 1.3 | 0.2 | setosa | |
4.6 | 3.1 | 1.5 | 0.2 | setosa | |
5.0 | 3.6 | 1.4 | 0.2 | setosa | |
5.4 | 3.9 | 1.7 | 0.4 | setosa | |
4.6 | 3.4 | 1.4 | 0.3 | setosa | |
5.0 | 3.4 | 1.5 | 0.2 | setosa | |
4.4 | 2.9 | 1.4 | 0.2 | setosa | |
4.9 | 3.1 | 1.5 | 0.1 | setosa | |
5.4 | 3.7 | 1.5 | 0.2 | setosa | |
4.8 | 3.4 | 1.6 | 0.2 | setosa | |
4.8 | 3.0 | 1.4 | 0.1 | setosa | |
4.3 | 3.0 | 1.1 | 0.1 | setosa | |
5.8 | 4.0 | 1.2 | 0.2 | setosa | |
5.7 | 4.4 | 1.5 | 0.4 | setosa | |
5.4 | 3.9 | 1.3 | 0.4 | setosa | |
5.1 | 3.5 | 1.4 | 0.3 | setosa | |
5.7 | 3.8 | 1.7 | 0.3 | setosa | |
5.1 | 3.8 | 1.5 | 0.3 | setosa | |
5.4 | 3.4 | 1.7 | 0.2 | setosa | |
5.1 | 3.7 | 1.5 | 0.4 | setosa | |
4.6 | 3.6 | 1.0 | 0.2 | setosa | |
5.1 | 3.3 | 1.7 | 0.5 | setosa | |
4.8 | 3.4 | 1.9 | 0.2 | setosa | |
5.0 | 3.0 | 1.6 | 0.2 | setosa | |
5.0 | 3.4 | 1.6 | 0.4 | setosa | |
5.2 | 3.5 | 1.5 | 0.2 | setosa | |
5.2 | 3.4 | 1.4 | 0.2 | setosa | |
4.7 | 3.2 | 1.6 | 0.2 | setosa | |
4.8 | 3.1 | 1.6 | 0.2 | setosa | |
5.4 | 3.4 | 1.5 | 0.4 | setosa | |
5.2 | 4.1 | 1.5 | 0.1 | setosa | |
5.5 | 4.2 | 1.4 | 0.2 | setosa | |
4.9 | 3.1 | 1.5 | 0.2 | setosa | |
5.0 | 3.2 | 1.2 | 0.2 | setosa | |
5.5 | 3.5 | 1.3 | 0.2 | setosa | |
4.9 | 3.6 | 1.4 | 0.1 | setosa | |
4.4 | 3.0 | 1.3 | 0.2 | setosa | |
5.1 | 3.4 | 1.5 | 0.2 | setosa | |
5.0 | 3.5 | 1.3 | 0.3 | setosa | |
4.5 | 2.3 | 1.3 | 0.3 | setosa | |
4.4 | 3.2 | 1.3 | 0.2 | setosa | |
5.0 | 3.5 | 1.6 | 0.6 | setosa | |
5.1 | 3.8 | 1.9 | 0.4 | setosa | |
4.8 | 3.0 | 1.4 | 0.3 | setosa | |
5.1 | 3.8 | 1.6 | 0.2 | setosa | |
4.6 | 3.2 | 1.4 | 0.2 | setosa | |
5.3 | 3.7 | 1.5 | 0.2 | setosa | |
5.0 | 3.3 | 1.4 | 0.2 | setosa | |
7.0 | 3.2 | 4.7 | 1.4 | versicolor | |
6.4 | 3.2 | 4.5 | 1.5 | versicolor | |
6.9 | 3.1 | 4.9 | 1.5 | versicolor | |
5.5 | 2.3 | 4.0 | 1.3 | versicolor | |
6.5 | 2.8 | 4.6 | 1.5 | versicolor | |
5.7 | 2.8 | 4.5 | 1.3 | versicolor | |
6.3 | 3.3 | 4.7 | 1.6 | versicolor | |
4.9 | 2.4 | 3.3 | 1.0 | versicolor | |
6.6 | 2.9 | 4.6 | 1.3 | versicolor | |
5.2 | 2.7 | 3.9 | 1.4 | versicolor | |
5.0 | 2.0 | 3.5 | 1.0 | versicolor | |
5.9 | 3.0 | 4.2 | 1.5 | versicolor | |
6.0 | 2.2 | 4.0 | 1.0 | versicolor | |
6.1 | 2.9 | 4.7 | 1.4 | versicolor | |
5.6 | 2.9 | 3.6 | 1.3 | versicolor | |
6.7 | 3.1 | 4.4 | 1.4 | versicolor | |
5.6 | 3.0 | 4.5 | 1.5 | versicolor | |
5.8 | 2.7 | 4.1 | 1.0 | versicolor | |
6.2 | 2.2 | 4.5 | 1.5 | versicolor | |
5.6 | 2.5 | 3.9 | 1.1 | versicolor | |
5.9 | 3.2 | 4.8 | 1.8 | versicolor | |
6.1 | 2.8 | 4.0 | 1.3 | versicolor | |
6.3 | 2.5 | 4.9 | 1.5 | versicolor | |
6.1 | 2.8 | 4.7 | 1.2 | versicolor | |
6.4 | 2.9 | 4.3 | 1.3 | versicolor | |
6.6 | 3.0 | 4.4 | 1.4 | versicolor | |
6.8 | 2.8 | 4.8 | 1.4 | versicolor | |
6.7 | 3.0 | 5.0 | 1.7 | versicolor | |
6.0 | 2.9 | 4.5 | 1.5 | versicolor | |
5.7 | 2.6 | 3.5 | 1.0 | versicolor | |
5.5 | 2.4 | 3.8 | 1.1 | versicolor | |
5.5 | 2.4 | 3.7 | 1.0 | versicolor | |
5.8 | 2.7 | 3.9 | 1.2 | versicolor | |
6.0 | 2.7 | 5.1 | 1.6 | versicolor | |
5.4 | 3.0 | 4.5 | 1.5 | versicolor | |
6.0 | 3.4 | 4.5 | 1.6 | versicolor | |
6.7 | 3.1 | 4.7 | 1.5 | versicolor | |
6.3 | 2.3 | 4.4 | 1.3 | versicolor | |
5.6 | 3.0 | 4.1 | 1.3 | versicolor | |
5.5 | 2.5 | 4.0 | 1.3 | versicolor | |
5.5 | 2.6 | 4.4 | 1.2 | versicolor | |
6.1 | 3.0 | 4.6 | 1.4 | versicolor | |
5.8 | 2.6 | 4.0 | 1.2 | versicolor | |
5.0 | 2.3 | 3.3 | 1.0 | versicolor | |
5.6 | 2.7 | 4.2 | 1.3 | versicolor | |
5.7 | 3.0 | 4.2 | 1.2 | versicolor | |
5.7 | 2.9 | 4.2 | 1.3 | versicolor | |
6.2 | 2.9 | 4.3 | 1.3 | versicolor | |
5.1 | 2.5 | 3.0 | 1.1 | versicolor | |
5.7 | 2.8 | 4.1 | 1.3 | versicolor | |
6.3 | 3.3 | 6.0 | 2.5 | virginica | |
5.8 | 2.7 | 5.1 | 1.9 | virginica | |
7.1 | 3.0 | 5.9 | 2.1 | virginica | |
6.3 | 2.9 | 5.6 | 1.8 | virginica | |
6.5 | 3.0 | 5.8 | 2.2 | virginica | |
7.6 | 3.0 | 6.6 | 2.1 | virginica | |
4.9 | 2.5 | 4.5 | 1.7 | virginica | |
7.3 | 2.9 | 6.3 | 1.8 | virginica | |
6.7 | 2.5 | 5.8 | 1.8 | virginica | |
7.2 | 3.6 | 6.1 | 2.5 | virginica | |
6.5 | 3.2 | 5.1 | 2.0 | virginica | |
6.4 | 2.7 | 5.3 | 1.9 | virginica | |
6.8 | 3.0 | 5.5 | 2.1 | virginica | |
5.7 | 2.5 | 5.0 | 2.0 | virginica | |
5.8 | 2.8 | 5.1 | 2.4 | virginica | |
6.4 | 3.2 | 5.3 | 2.3 | virginica | |
6.5 | 3.0 | 5.5 | 1.8 | virginica | |
7.7 | 3.8 | 6.7 | 2.2 | virginica | |
7.7 | 2.6 | 6.9 | 2.3 | virginica | |
6.0 | 2.2 | 5.0 | 1.5 | virginica | |
6.9 | 3.2 | 5.7 | 2.3 | virginica | |
5.6 | 2.8 | 4.9 | 2.0 | virginica | |
7.7 | 2.8 | 6.7 | 2.0 | virginica | |
6.3 | 2.7 | 4.9 | 1.8 | virginica | |
6.7 | 3.3 | 5.7 | 2.1 | virginica | |
7.2 | 3.2 | 6.0 | 1.8 | virginica | |
6.2 | 2.8 | 4.8 | 1.8 | virginica | |
6.1 | 3.0 | 4.9 | 1.8 | virginica | |
6.4 | 2.8 | 5.6 | 2.1 | virginica | |
7.2 | 3.0 | 5.8 | 1.6 | virginica | |
7.4 | 2.8 | 6.1 | 1.9 | virginica | |
7.9 | 3.8 | 6.4 | 2.0 | virginica | |
6.4 | 2.8 | 5.6 | 2.2 | virginica | |
6.3 | 2.8 | 5.1 | 1.5 | virginica | |
6.1 | 2.6 | 5.6 | 1.4 | virginica | |
7.7 | 3.0 | 6.1 | 2.3 | virginica | |
6.3 | 3.4 | 5.6 | 2.4 | virginica | |
6.4 | 3.1 | 5.5 | 1.8 | virginica | |
6.0 | 3.0 | 4.8 | 1.8 | virginica | |
6.9 | 3.1 | 5.4 | 2.1 | virginica | |
6.7 | 3.1 | 5.6 | 2.4 | virginica | |
6.9 | 3.1 | 5.1 | 2.3 | virginica | |
5.8 | 2.7 | 5.1 | 1.9 | virginica | |
6.8 | 3.2 | 5.9 | 2.3 | virginica | |
6.7 | 3.3 | 5.7 | 2.5 | virginica | |
6.7 | 3.0 | 5.2 | 2.3 | virginica | |
6.3 | 2.5 | 5.0 | 1.9 | virginica | |
6.5 | 3.0 | 5.2 | 2.0 | virginica | |
6.2 | 3.4 | 5.4 | 2.3 | virginica | |
5.9 | 3.0 | 5.1 | 1.8 | virginica |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
svg { | |
font: 10px sans-serif; | |
padding: 10px; | |
} | |
.axis, | |
.frame { | |
shape-rendering: crispEdges; | |
} | |
.axis line { | |
stroke: #ddd; | |
} | |
.axis path { | |
display: none; | |
} | |
.cell text { | |
font-weight: bold; | |
text-transform: capitalize; | |
fill: black; | |
} | |
.frame { | |
fill: none; | |
stroke: #aaa; | |
} | |
circle { | |
fill-opacity: .7; | |
} | |
circle.hidden { | |
fill: #ccc !important; | |
} | |
.extent { | |
fill: #000; | |
fill-opacity: .125; | |
stroke: #fff; | |
} | |
</style> | |
<body collaboration="live" ignore-events="all"> | |
<script src="https://unpkg.com/peerjs@1.0.4/dist/peerjs.min.js"></script> | |
<script src="https://unpkg.com/visconnect@1.1.1/visconnect-bundle.js"></script> | |
<script src="//d3js.org/d3.v4.min.js"></script> | |
<script> | |
var width = 960, | |
size = 230, | |
padding = 20; | |
var x = d3.scaleLinear() | |
.range([padding / 2, size - padding / 2]); | |
var y = d3.scaleLinear() | |
.range([size - padding / 2, padding / 2]); | |
var xAxis = d3.axisBottom() | |
.scale(x) | |
.ticks(6); | |
var yAxis = d3.axisLeft() | |
.scale(y) | |
.ticks(6); | |
var color = d3.scaleOrdinal(d3.schemeCategory10); | |
d3.csv("flowers.csv", function(error, data) { | |
if (error) throw error; | |
var domainByTrait = {}, | |
traits = d3.keys(data[0]).filter(function(d) { return d !== "species"; }), | |
n = traits.length; | |
traits.forEach(function(trait) { | |
domainByTrait[trait] = d3.extent(data, function(d) { return d[trait]; }); | |
}); | |
xAxis.tickSize(size * n); | |
yAxis.tickSize(-size * n); | |
var brush = vc.brush() | |
.on("start", brushstart) | |
.on("brush", brushmove) | |
.on("end", brushend) | |
.extent([[0,0],[size,size]]); | |
var svg = d3.select("body").append("svg") | |
.attr("width", size * n + padding) | |
.attr("height", size * n + padding) | |
.append("g") | |
.attr("transform", "translate(" + padding + "," + padding / 2 + ")"); | |
svg.selectAll(".x.axis") | |
.data(traits) | |
.enter().append("g") | |
.attr("class", "x axis") | |
.attr("transform", function(d, i) { return "translate(" + (n - i - 1) * size + ",0)"; }) | |
.each(function(d) { x.domain(domainByTrait[d]); d3.select(this).call(xAxis); }); | |
svg.selectAll(".y.axis") | |
.data(traits) | |
.enter().append("g") | |
.attr("class", "y axis") | |
.attr("transform", function(d, i) { return "translate(0," + i * size + ")"; }) | |
.each(function(d) { y.domain(domainByTrait[d]); d3.select(this).call(yAxis); }); | |
var cell = svg.selectAll(".cell") | |
.data(cross(traits, traits)) | |
.enter().append("g") | |
.attr("class", "cell") | |
.attr("transform", function(d) { return "translate(" + (n - d.i - 1) * size + "," + d.j * size + ")"; }) | |
.each(plot); | |
// Titles for the diagonal. | |
cell.filter(function(d) { return d.i === d.j; }).append("text") | |
.attr("x", padding) | |
.attr("y", padding) | |
.attr("dy", ".71em") | |
.text(function(d) { return d.x; }); | |
cell.call(brush); | |
function plot(p) { | |
var cell = d3.select(this); | |
x.domain(domainByTrait[p.x]); | |
y.domain(domainByTrait[p.y]); | |
cell.append("rect") | |
.attr("class", "frame") | |
.attr("x", padding / 2) | |
.attr("y", padding / 2) | |
.attr("width", size - padding) | |
.attr("height", size - padding); | |
cell.selectAll("circle") | |
.data(data) | |
.enter().append("circle") | |
.attr("cx", function(d) { return x(d[p.x]); }) | |
.attr("cy", function(d) { return y(d[p.y]); }) | |
.attr("r", 4) | |
.style("fill", function(d) { return color(d.species); }); | |
} | |
var brushCell; | |
// Clear the previously-active brush, if any. | |
function brushstart(p) { | |
if (brushCell !== this) { | |
d3.select(brushCell).call(brush.move, null); | |
brushCell = this; | |
x.domain(domainByTrait[p.x]); | |
y.domain(domainByTrait[p.y]); | |
} | |
} | |
// Highlight the selected circles. | |
function brushmove(p) { | |
var e = d3.brushSelection(this); | |
svg.selectAll("circle").classed("hidden", function(d) { | |
return !e | |
? false | |
: ( | |
e[0][0] > x(+d[p.x]) || x(+d[p.x]) > e[1][0] | |
|| e[0][1] > y(+d[p.y]) || y(+d[p.y]) > e[1][1] | |
); | |
}); | |
} | |
// If the brush is empty, select all circles. | |
function brushend() { | |
var e = d3.brushSelection(this); | |
if (e === null) svg.selectAll(".hidden").classed("hidden", false); | |
} | |
}); | |
function cross(a, b) { | |
var c = [], n = a.length, m = b.length, i, j; | |
for (i = -1; ++i < n;) for (j = -1; ++j < m;) c.push({x: a[i], i: i, y: b[j], j: j}); | |
return c; | |
} | |
</script> |
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