2011-05-10 02:58:54 +04:00
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// Based on http://bl.ocks.org/900762 by John Firebaugh
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2011-07-06 23:29:17 +04:00
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d3.json("../data/faithful.json", function(faithful) {
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2011-05-10 02:58:54 +04:00
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data = faithful;
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var w = 800,
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h = 400,
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x = d3.scale.linear().domain([30, 110]).range([0, w]);
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2011-08-27 00:29:21 +04:00
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bins = d3.layout.histogram().frequency(false).bins(x.ticks(60))(data),
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2011-05-10 02:58:54 +04:00
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max = d3.max(bins, function(d) { return d.y; }),
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y = d3.scale.linear().domain([0, .1]).range([0, h]),
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2011-07-06 21:57:14 +04:00
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kde = science.stats.kde().sample(data);
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2011-05-10 02:58:54 +04:00
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var vis = d3.select("body")
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.append("svg:svg")
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.attr("width", w)
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.attr("height", h);
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var bars = vis.selectAll("g.bar")
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.data(bins)
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.enter().append("svg:g")
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.attr("class", "bar")
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.attr("transform", function(d, i) {
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return "translate(" + x(d.x) + "," + (h - y(d.y)) + ")";
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});
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bars.append("svg:rect")
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.attr("fill", "steelblue")
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.attr("width", function(d) { return x(d.dx + 30) - 1; })
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.attr("height", function(d) { return y(d.y); });
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var line = d3.svg.line()
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.x(function(d) { return x(d[0]); })
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.y(function(d) { return h - y(d[1]); });
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vis.selectAll("path")
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2011-07-06 21:57:14 +04:00
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.data(d3.values(science.stats.bandwidth))
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2011-05-10 02:58:54 +04:00
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.enter().append("svg:path")
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.attr("d", function(h) {
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2011-05-10 22:06:24 +04:00
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return line(kde.bandwidth(h)(d3.range(30, 110, .1)));
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2011-05-10 02:58:54 +04:00
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});
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});
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