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Climate Change Topic Modeling - Topic 6
<!DOCTYPE html> <html lang='en'> <head> <meta charset="utf-8"> <title> Climate Streamplot - Topic 6</title> <script src="https://d3js.org/d3.v3.js"></script> <style type = 'text/css'> body { font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; background-color: white; padding: 50px; } h1 { font-size: 28px; position: relative; left: 100; color: #525252; } h2 { font-size: 20px; position: relative; left: 100; color: darkgrey; } .chart { background: #fff; } p { font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; font-size: 18px; margin: 10px 0 0 50px; } .tooltip { font-family: "Palatino Linotype", "Book Antiqua", Palatino, serif; } .axis path, .axis line { fill: none; stroke: #000; stroke-width: 2px; shape-rendering: crispEdges; } button { position: absolute; right: 50px; top: 10px; } </style> </head> <body> <h2 style="margin-left:3em;">Climate Change Topic Streamplot</h2> <h1 style="margin-left:2em;">Topic 6 - Cars & Vehicles / Fuels </h1> <p > Using articles from the NY Times and Dynamic Topic Modelling to assess how the discussion of 'climate change' and 'global warming' have changed over time. </p> <div class="chart"></div> <script type = 'text/javascript'> chart("topic6_stream_R.csv", "BuPu"); var datearray = []; var colorrange = []; function chart(csvpath, color) { if (color == "blue") { colorrange = ['#00441b','#006d2c','#238b45','#41ae76','#66c2a4','#99d8c9','#e5f5f9','#ccece6']; } else if (color == "dark") { colorrange = ['#084081','#0868ac','#2b8cbe','#4eb3d3','#7bccc4','#a8ddb5','#ccebc5']; } else if (color == "orange") { colorrange = ["#7f0000","#B30000", "#E34A33", "#FC8D59", "#FDBB84", "#FDD49E", "#FEF0D9"]; } else if (color == "BuPu") { colorrange = ["#4d004b","#810f7c","#88419d","#8c6bb1","#8c96c6","#9ebcda","#bfd3e6"] } strokecolor = colorrange[0]; var format = d3.time.format("%Y"); var margin = {top: 20, right: 100, bottom: 30, left: 100}; var width = document.body.clientWidth - margin.left - margin.right; var height = 400 - margin.top - margin.bottom; var tooltip = d3.select("body") .append("div") .attr("class", "remove") .style("position", "absolute") .style("z-index", "20") .style("visibility", "hidden") .style("top", "625px") .style("left", "180px"); var x = d3.time.scale() .range([0, width]); var y = d3.scale.linear() .range([height-10, 2]); var z = d3.scale.ordinal() .range(colorrange); var xAxis = d3.svg.axis() .scale(x) .orient("bottom") .ticks(d3.time.twoyears); var yAxis = d3.svg.axis() .scale(y); var yAxisr = d3.svg.axis() .scale(y); var stack = d3.layout.stack() .offset("silhouette") .values(function(d) { return d.values; }) .x(function(d) { return d.date; }) .y(function(d) { return d.value; }); var nest = d3.nest() .key(function(d) { return d.key; }); var area = d3.svg.area() .interpolate("cardinal") .x(function(d) { return x(d.date); }) .y0(function(d) { return y(d.y0); }) .y1(function(d) { return y(d.y0 + d.y); }); var svg = d3.select(".chart").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 graph = d3.csv(csvpath, function(data) { data.forEach(function(d) { d.date = format.parse(d.date); d.value = +d.value; }); var layers = stack(nest.entries(data)); x.domain(d3.extent(data, function(d) { return d.date; })); y.domain([0, d3.max(data, function(d) { return d.y0 + d.y; })]); svg.selectAll(".layer") .data(layers) .enter().append("path") .attr("class", "layer") .attr("d", function(d) { return area(d.values); }) .style("fill", function(d, i) { return z(i); }); svg.append("g") .attr("class", "x axis") .attr("transform", "translate(0," + height + ")") .call(xAxis); svg.append("g") .attr("class", "y axis") .attr("transform", "translate(" + width + ", 0)") .call(yAxis.orient("right")); svg.append("g") .attr("class", "y axis") .call(yAxis.orient("left")) .append("text") .attr("transform", "rotate(-90)") .attr("y",-margin.top*3.3) //bigger mulitplier moves to the left .attr("x",-height/2) //smaller divider moves up .attr("dy", ".71em") .style("text-anchor", "middle") .text("Probaility of Word | Topic") .attr("font-family","serif") .attr("font-size","16px");; svg.selectAll(".layer") .attr("opacity", 1) .on("mouseover", function(d, i) { svg.selectAll(".layer").transition() .duration(250) .attr("opacity", function(d, j) { return j != i ? 0.6 : 1; })}) .on("mousemove", function(d, i) { mousex = d3.mouse(this); mousex = mousex[0]; var invertedx = x.invert(mousex); invertedx = invertedx.getYear() ; var selected = (d.values); for (var k = 0; k < selected.length; k++) { datearray[k] = selected[k].date datearray[k] = datearray[k].getYear() ; } var tooltips = d3.select('svg').append('g'); mousedate = datearray.indexOf(invertedx); pro = d.values[mousedate].value; d3.select(this) .classed("hover", true) .attr("stroke", strokecolor) .attr("stroke-width", "1.5px"), tooltip.html( "<p>" + d.key + "<br>" + pro + "</p>" ).style("visibility", "visible"); }) .on("mouseout", function(d, i) { svg.selectAll(".layer") .transition() .duration(250) .attr("opacity", "1"); d3.select(this) .classed("hover", false) .attr("stroke-width", "0px"), tooltip.html( "<p>" + d.key + "<br>" + pro + "</p>" ).style("visibility", "hidden"); }) .on("click", function(d, i) { svg.selectAll(".layer").transition() .duration(250) .attr("opacity", function(d, j) { return j != i ? 0.6 : 1; }); }) // .on("click", function(d, i) { // d3.select(this) // .transition() // .duration(250) // .style('fill', function(d, i) { // if(this.style.fill = 'red') { // return z(this); // } else { // return 'red'; // } }); // }); var vertical = d3.select(".chart") .append("div") .attr("class", "remove") .style("position", "absolute") .style("z-index", "19") .style("width", "1px") .style("height", "350px") .style("top", "230px") .style("bottom", "30px") .style("left", "0px") .style("background", "#fff"); d3.select(".chart") .on("mousemove", function(){ mousex = d3.mouse(this); mousex = mousex[0] + 5; vertical.style("left", (mousex+50) + "px" )}) .on("mouseover", function(){ mousex = d3.mouse(this); mousex = mousex[0] + 5; vertical.style("left", (mousex+50) + "px")}); }); } </script> <br> <br> <p align = "right", style="font-size:93%;"><a style="color:#969696;", href=https://bl.ocks.org/WillTurman/4631136/>Inspired by https://bl.ocks.org/WillTurman/4631136</a></p> <p align = "right", style="font-size:93%;"><a style="color:#969696;", href=https://bl.ocks.org/natemiller/raw/9196fa786d874c448167cb136a7abf0d>Topic #7</a></p> </body> </html>
Modified
http://d3js.org/d3.v3.js
to a secure url
https://d3js.org/d3.v3.js