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April 11, 2018 02:22
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| tt0120177 | 0.428571429 | 54967359 | |
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| tt0081283 | 0.833333333 | 54800000 | |
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| tt0067116 | 0.833333333 | 51700000 | |
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| tt0105435 | 0.733333333 | 51433000 | |
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| tt0075223 | 0.714285714 | 51079064 | |
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| tt0272152 | 0.615384615 | 50338485 | |
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| tt1231587 | 0.857142857 | 50287556 | |
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| tt0309593 | 0.785714286 | 46961214 | |
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| tt0120791 | 0.857142857 | 46683377 | |
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| tt0351977 | 0.714285714 | 45860039 | |
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| tt1748122 | 0.846153846 | 45512466 | |
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| tt0191397 | 0.333333333 | 44737059 | |
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| tt0114388 | 0.928571429 | 43182776 | |
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| tt1321509 | 0.285714286 | 42739347 | |
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| tt1148204 | 0.857142857 | 41596251 | |
| tt0073802 | 0.714285714 | 41509797 | |
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| tt0095253 | 0.875 | 41455230 | |
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| tt0280707 | 0.904761905 | 41308615 | |
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| tt0281358 | 0.666666667 | 41227069 | |
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| tt0185371 | 0.833333333 | 40846082 | |
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| tt0080487 | 0.818181818 | 39846344 | |
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| tt0119396 | 0.615384615 | 39673162 | |
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| tt0088247 | 0.875 | 38400000 | |
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| tt2431286 | 0.909090909 | 37707719 | |
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| tt0120184 | 0.714285714 | 37020277 | |
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| tt0247425 | 0.857142857 | 35930604 | |
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| tt0780504 | 0.857142857 | 35060689 | |
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| tt0113492 | 0.733333333 | 34693481 | |
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| tt0306685 | 0.090909091 | 34604054 | |
| tt0146309 | 0.928571429 | 34592089 | |
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| tt0328099 | 0.357142857 | 34308901 | |
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| tt0120004 | 0.833333333 | 33956608 | |
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| tt0101635 | 0.833333333 | 33691313 | |
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| tt2039393 | 0.666666667 | 33631221 | |
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| tt0839980 | 0.636363636 | 33472850 | |
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| tt0116908 | 0.888888889 | 33328051 | |
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| tt2404425 | 0.769230769 | 33305037 | |
| tt0090022 | 0.8 | 33200000 | |
| tt0443706 | 0.923076923 | 33080084 | |
| tt0219653 | 0.666666667 | 33022767 | |
| tt0084827 | 1 | 33000000 | |
| tt0388125 | 0.875 | 32880591 | |
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| tt1212419 | 0.923076923 | 32746941 | |
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| tt0253474 | 0.857142857 | 32572577 | |
| tt0181875 | 1 | 32534850 | |
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| tt1022603 | 0.818181818 | 32391374 | |
| tt2872718 | 0.666666667 | 32381218 | |
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| tt0093437 | 1 | 32222567 | |
| tt0289848 | 0.666666667 | 32122249 | |
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| tt0112722 | 1 | 32051917 | |
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| tt3622592 | 0.571428571 | 32000304 | |
| tt0054215 | 0.625 | 32000000 | |
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| tt0113627 | 1 | 31968347 | |
| tt1013753 | 1 | 31841299 | |
| tt0465580 | 0.666666667 | 31806100 | |
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| tt0053604 | 0.777777778 | 18600000 | |
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| tt0021884 | 1 | 12000000 | |
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| tt0962736 | 0.923076923 | 11001272 | |
| tt0070518 | 0.857142857 | 11000000 | |
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| tt0151804 | 0.866666667 | 10824921 | |
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| <!DOCTYPE html> | |
| <svg width="800" height="350"></svg> | |
| <script src="https://d3js.org/d3.v4.min.js"></script> | |
| <script src="https://d3js.org/d3-color.v1.min.js"></script> | |
| <script src="https://d3js.org/d3-interpolate.v1.min.js"></script> | |
| <script> | |
| d3.csv("gross_mapping.csv", function(error, usGross) { | |
| var svg = d3.select("svg"), | |
| margin = {top: 20, right: 45, bottom: 20, left: 45}, | |
| width = +svg.attr("width") - margin.left - margin.right, | |
| height = +svg.attr("height") - margin.top - margin.bottom, | |
| g = svg.append("g").attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
| var formatX = d3.format(".0f"); | |
| var formatY = d3.format(".0f"); | |
| var colorValue = function(d) { return colorScale(+d.pct_wht); }; | |
| var interpolateOne = d3.interpolate("#3ecdfd","#ddd"); | |
| var interpolateTwo = d3.interpolate("#ddd","#fecb45"); | |
| var colorScale = d3.scaleLinear() | |
| .domain([0,0.33,0.5,0.66,1]) | |
| .range(["#3ecdfd",interpolateOne(0.5),"#ddd",interpolateTwo(0.5), "#fecb45"]); | |
| usGross.forEach(function(d) { | |
| d.us_gross = +d.us_gross; | |
| d.pct_wht = +d.pct_wht; | |
| }); | |
| var max = d3.max(usGross, (function (d) {return d.us_gross})); | |
| var x = d3.scaleLinear() | |
| .domain([0, d3.max(usGross,function (d) { return d.pct_wht })]) | |
| .range([0, width-margin.left]); | |
| var y = d3.scaleLinear() | |
| .domain([0, max]) | |
| .range([height-margin.bottom, 0]); | |
| var xAxis = d3.axisBottom(x) | |
| .tickSize(0) | |
| .tickFormat(function(d) { | |
| var s = formatX(d*100); | |
| return this.parentNode.nextSibling | |
| ? "\xa0" + s | |
| : s + "%"; | |
| }) | |
| .ticks(5); | |
| var yAxis = d3.axisRight(y) | |
| .tickSize(width) | |
| .tickFormat(function(d) { | |
| var s = formatY(d / 1e6); | |
| return this.parentNode.nextSibling | |
| ? "\xa0" + s | |
| : "$" + s + " million"; | |
| }) | |
| .ticks(6); | |
| var xGroup = g.append("g") | |
| .attr("transform", "translate(0," + height + ")") | |
| .call(customXAxis); | |
| var yGroup = g.append("g") | |
| .call(customYAxis); | |
| var circles = g.selectAll('circle') | |
| .data(usGross) | |
| .enter() | |
| .append('circle') | |
| .attr('cx',function (d) { return x(+d.pct_wht) }) | |
| .attr('cy',function (d) { return y(+d.us_gross) }) | |
| .attr('r','4') | |
| .attr('fill', colorValue) | |
| .attr("fill-opacity", 1); | |
| // .attr("stroke", "#FFFFFF") | |
| // .attr("stroke-width", 0.2) | |
| // .attr("stroke-opacity", 0.3); | |
| var xSeries = usGross.map(function(d) { return parseFloat(d.pct_wht); }); | |
| var ySeries = usGross.map(function(d) { return parseFloat(d.us_gross); }); | |
| var leastSquaresCoeff = leastSquares(xSeries, ySeries); | |
| var slope = leastSquaresCoeff[0]; | |
| var intercept = leastSquaresCoeff[1]; | |
| var rSquare = leastSquaresCoeff[2]; | |
| var trendline = g.append("line") | |
| .attr("x1", x(0.)) | |
| .attr("y1", y(intercept)) | |
| .attr("x2", x(0.)) | |
| .attr("y2", y(d3.max(usGross,function (d) { return d.pct_wht })*slope + intercept)) | |
| .attr("stroke", "#505050") | |
| .attr("stroke-opacity", 0.8) | |
| .attr("stroke-width", 2); | |
| trendline.transition().duration(1500).attr("x2", x(d3.max(usGross,function (d) { return d.pct_wht }))) | |
| .attr("y2", y(d3.max(usGross,function (d) { return d.pct_wht })*slope + intercept)) | |
| d3.timeout(function() { | |
| y.domain([0, max/10]); | |
| yGroup.transition().duration(2500).call(customYAxis); | |
| d3.selectAll('circle') // move the circles | |
| .transition().duration(2500) | |
| .attr('cy',function (d) { return y(d.us_gross) }) | |
| .attr('r', 6); | |
| // .attr('stroke', "#505050") | |
| // .attr('stroke-width', 0.1) | |
| // .attr('stroke-opacity', 0.4); | |
| trendline.transition().duration(2500) | |
| .attr("x1", x(0.)) | |
| .attr("y1", y(intercept)) | |
| .attr("x2", x(d3.max(usGross,function (d) { return d.pct_wht }))) | |
| .attr("y2", y(d3.max(usGross,function (d) { return d.pct_wht })*slope + intercept)) | |
| .attr("stroke-width", 4); | |
| }, 3000); | |
| function customXAxis(g) { | |
| g.call(xAxis); | |
| g.select(".domain").remove(); | |
| } | |
| function customYAxis(g) { | |
| var s = g.selection ? g.selection() : g; | |
| g.call(yAxis); | |
| s.select(".domain").remove(); | |
| s.selectAll("line").attr("stroke", "#777").attr("stroke-opacity", 0.4).attr("stroke-dasharray", "5,4"); | |
| s.selectAll(".tick text").attr("x", -35).attr("dy", -4); | |
| if (s !== g) g.selectAll(".tick text").attrTween("x", null).attrTween("dy", null); | |
| } | |
| function leastSquares(xSeries, ySeries) { | |
| var reduceSumFunc = function(prev, cur) { return prev + cur; }; | |
| var xBar = xSeries.reduce(reduceSumFunc) * 1.0 / xSeries.length; | |
| var yBar = ySeries.reduce(reduceSumFunc) * 1.0 / ySeries.length; | |
| var ssXX = xSeries.map(function(d) { return Math.pow(d - xBar, 2); }) | |
| .reduce(reduceSumFunc); | |
| var ssYY = ySeries.map(function(d) { return Math.pow(d - yBar, 2); }) | |
| .reduce(reduceSumFunc); | |
| var ssXY = xSeries.map(function(d, i) { return (d - xBar) * (ySeries[i] - yBar); }) | |
| .reduce(reduceSumFunc); | |
| var slope = ssXY / ssXX; | |
| var intercept = yBar - (xBar * slope); | |
| var rSquare = Math.pow(ssXY, 2) / (ssXX * ssYY); | |
| return [slope, intercept, rSquare]; | |
| } | |
| }); | |
| </script> |
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