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gaussian-histogram
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<!DOCTYPE html> <head> <meta charset="utf-8"> <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script> <style> body { font: 10px sans-serif; } .bar rect { fill: #fe3838; shape-rendering: crispEdges; } .bar text { fill: #FFF; } .axis path, .axis line, .axis .tick{ fill: none; stroke: #47f6E96; shape-rendering: crispEdges; } .line { fill: none; stroke: steelblue; stroke-width: 1.5px; } </style> </head> <body> <script> // This is inspired from this block: https://bl.ocks.org/mbostock/3048450 // Generate a standard Gaussian distribution. var myColorPalette = d3.range(samples).map(x => 'red'); var samples = 100000; var mu = 2, sigma= 1; var GaussianGenerator = d3.random.normal(mu, sigma) var GaussianCurve = d3.svg.line() .x(function(d) { return x(d.x); }) .y(function(d) { return y(d.y); }); var values = d3.range(samples).map(GaussianGenerator); // A formatter for counts. var formatCount = d3.format(",.0f"); // The layout dimensions var margin = {top: 20, right: 10, bottom: 30, left: 30}, width = 900 - margin.left - margin.right, height = 500 - margin.top - margin.bottom; // The x scale generator (domain is [-6*sigma, 6*sigma]) var x = d3.scale.linear() .domain([-6*sigma, 6*sigma]) .range([0, width]); // Generate a histogram using nbins uniformly-spaced bins. var nbins = 100 var data = d3.layout.histogram().bins(x.ticks(nbins))(values); var y = d3.scale.linear() .domain([0, d3.max(data, function(d) { return d.y; })]) .range([height, 0]); // Create the x axis and orient it to the bottom var xAxis = d3.svg.axis() .scale(x) .orient("bottom"); // Create the svg container and place it inside the DOM var svg = d3.select("body") .attr("bgcolor", "#19436E") .append("svg") .attr("width", width + margin.left + margin.right) .attr("height", height + margin.top + margin.bottom) .append("g") .attr("transform", "translate(" + margin.left + "," + margin.top +")"); var translate = (function(){ return function(d) { return "translate(" + x(d.x)+ "," + y(d.y) + ")";}})(); var bar = svg.selectAll(".bar") .data(data) .enter() .append("g") .attr("class", "bar") .attr("transform", translate); // Add the histogram rectangles bar.append("rect") .attr("x", 1) .attr("width", 10) .attr("height", function(d){return height - y(d.y)}) .style("fill", function(d){return "#196496"}); // Add the Gaussian curve (doesn't yet work) /** svg.append("path") .attr("class", "line") .attr("d", GaussianCurve); */ // Add the xaxis svg.append("g") .attr("class", "x axis") .attr("transform", "translate(0," + height + ")") .call(xAxis); </script> </body>
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