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colorbrewer.js

// This product includes color specifications and designs developed by Cynthia Brewer (http://colorbrewer.org/).
var colorbrewer = {YlGn: {
3: ["#f7fcb9","#addd8e","#31a354"],
4: ["#ffffcc","#c2e699","#78c679","#238443"],
5: ["#ffffcc","#c2e699","#78c679","#31a354","#006837"],
6: ["#ffffcc","#d9f0a3","#addd8e","#78c679","#31a354","#006837"],
7: ["#ffffcc","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#005a32"],
8: ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#005a32"],
9: ["#ffffe5","#f7fcb9","#d9f0a3","#addd8e","#78c679","#41ab5d","#238443","#006837","#004529"]
},YlGnBu: {
3: ["#edf8b1","#7fcdbb","#2c7fb8"],
4: ["#ffffcc","#a1dab4","#41b6c4","#225ea8"],
5: ["#ffffcc","#a1dab4","#41b6c4","#2c7fb8","#253494"],
6: ["#ffffcc","#c7e9b4","#7fcdbb","#41b6c4","#2c7fb8","#253494"],
7: ["#ffffcc","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#0c2c84"],
8: ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#0c2c84"],
9: ["#ffffd9","#edf8b1","#c7e9b4","#7fcdbb","#41b6c4","#1d91c0","#225ea8","#253494","#081d58"]
},GnBu: {
3: ["#e0f3db","#a8ddb5","#43a2ca"],
4: ["#f0f9e8","#bae4bc","#7bccc4","#2b8cbe"],
5: ["#f0f9e8","#bae4bc","#7bccc4","#43a2ca","#0868ac"],
6: ["#f0f9e8","#ccebc5","#a8ddb5","#7bccc4","#43a2ca","#0868ac"],
7: ["#f0f9e8","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#08589e"],
8: ["#f7fcf0","#e0f3db","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#08589e"],
9: ["#f7fcf0","#e0f3db","#ccebc5","#a8ddb5","#7bccc4","#4eb3d3","#2b8cbe","#0868ac","#084081"]
},BuGn: {
3: ["#e5f5f9","#99d8c9","#2ca25f"],
4: ["#edf8fb","#b2e2e2","#66c2a4","#238b45"],
5: ["#edf8fb","#b2e2e2","#66c2a4","#2ca25f","#006d2c"],
6: ["#edf8fb","#ccece6","#99d8c9","#66c2a4","#2ca25f","#006d2c"],
7: ["#edf8fb","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#005824"],
8: ["#f7fcfd","#e5f5f9","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#005824"],
9: ["#f7fcfd","#e5f5f9","#ccece6","#99d8c9","#66c2a4","#41ae76","#238b45","#006d2c","#00441b"]
},PuBuGn: {
3: ["#ece2f0","#a6bddb","#1c9099"],
4: ["#f6eff7","#bdc9e1","#67a9cf","#02818a"],
5: ["#f6eff7","#bdc9e1","#67a9cf","#1c9099","#016c59"],
6: ["#f6eff7","#d0d1e6","#a6bddb","#67a9cf","#1c9099","#016c59"],
7: ["#f6eff7","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016450"],
8: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016450"],
9: ["#fff7fb","#ece2f0","#d0d1e6","#a6bddb","#67a9cf","#3690c0","#02818a","#016c59","#014636"]
},PuBu: {
3: ["#ece7f2","#a6bddb","#2b8cbe"],
4: ["#f1eef6","#bdc9e1","#74a9cf","#0570b0"],
5: ["#f1eef6","#bdc9e1","#74a9cf","#2b8cbe","#045a8d"],
6: ["#f1eef6","#d0d1e6","#a6bddb","#74a9cf","#2b8cbe","#045a8d"],
7: ["#f1eef6","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#034e7b"],
8: ["#fff7fb","#ece7f2","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#034e7b"],
9: ["#fff7fb","#ece7f2","#d0d1e6","#a6bddb","#74a9cf","#3690c0","#0570b0","#045a8d","#023858"]
},BuPu: {
3: ["#e0ecf4","#9ebcda","#8856a7"],
4: ["#edf8fb","#b3cde3","#8c96c6","#88419d"],
5: ["#edf8fb","#b3cde3","#8c96c6","#8856a7","#810f7c"],
6: ["#edf8fb","#bfd3e6","#9ebcda","#8c96c6","#8856a7","#810f7c"],
7: ["#edf8fb","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#6e016b"],
8: ["#f7fcfd","#e0ecf4","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#6e016b"],
9: ["#f7fcfd","#e0ecf4","#bfd3e6","#9ebcda","#8c96c6","#8c6bb1","#88419d","#810f7c","#4d004b"]
},RdPu: {
3: ["#fde0dd","#fa9fb5","#c51b8a"],
4: ["#feebe2","#fbb4b9","#f768a1","#ae017e"],
5: ["#feebe2","#fbb4b9","#f768a1","#c51b8a","#7a0177"],
6: ["#feebe2","#fcc5c0","#fa9fb5","#f768a1","#c51b8a","#7a0177"],
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1!=n.getDate()}],["%B",function(n){return n.getMonth()}],["%Y",Ne]]),Bl={range:function(n,t,e){return ta.range(Math.ceil(n/e)*e,+t,e).map(Ko)},floor:y,ceil:y};Xl.year=ac.year,ac.scale=function(){return Go(ta.scale.linear(),Xl,$l)};var Wl=Xl.map(function(n){return[n[0].utc,n[1]]}),Jl=Yl.multi([[".%L",function(n){return n.getUTCMilliseconds()}],[":%S",function(n){return n.getUTCSeconds()}],["%I:%M",function(n){return n.getUTCMinutes()}],["%I %p",function(n){return n.getUTCHours()}],["%a %d",function(n){return n.getUTCDay()&&1!=n.getUTCDate()}],["%b %d",function(n){return 1!=n.getUTCDate()}],["%B",function(n){return n.getUTCMonth()}],["%Y",Ne]]);Wl.year=ac.year.utc,ac.scale.utc=function(){return Go(ta.scale.linear(),Wl,Jl)},ta.text=At(function(n){return n.responseText}),ta.json=function(n,t){return Nt(n,"application/json",Qo,t)},ta.html=function(n,t){return Nt(n,"text/html",na,t)},ta.xml=At(function(n){return n.responseXML}),"function"==typeof define&&define.amd?define(ta):"object"==typeof module&&module.exports&&(module.exports=ta),this.d3=ta}();

index.html

<!DOCTYPE html>
<html lang='en'>
  <head>
    <meta charset='utf-8'>
    <script type="text/javascript" src="colorbrewer.js"></script>
    <script type="text/javascript" src="d3.min.js" charset="utf-8"></script>
    <script  type="text/javascript" src="lodash.min.js"></script>
    <script  type="text/javascript" src="moment.min.js"></script>
    <link rel="stylesheet" href="bootstrap.min.css">
    <style type="text/css">
      body {
        margin: 0;
      }
      #main {
        background: #FFFFFF;
        width: 100vw;
        height: 100vh;
        display: flex;
        flex-direction: column;
        align-items: center;
        justify-content: center;
      }
      .aform {
        height: 45px;
      }
      .well {
        display: inline-block;
      }
    </style>
    <title>Big Data: How big is too big?</title>
  </head>
  <body>
    <div id="main">
      <div class="aform">
        <form class="form-inline">
          <div class="form-group">
            <label for="numDataPoints">Number of data points:</label>
            <input type="text" class="form-control" id="numDataPoints" placeholder="5000" onfocus="clearCircles()" />
          </div>
          <div class="form-group">
            <label for="#slowCheckboxGen">Slow?</label>
            <input id="slowCheckboxGen" type="checkbox" />
          </div>
          <button type="button" class="btn btn-default" onclick="generateAndDrawData()">Generate & Draw</button>
        </form>
      </div>
      <div class="aform">
        <form class="form-inline">
          <button type="button" class="btn btn-default" onclick="invertData()">Invert</button>
          <button id="splitButton" type="button" class="btn btn-default" onclick="splitOrUnsplitData()">Split</button>
          <div class="form-group">
            <label for="#slowCheckboxShift">Slow?</label>
            <input id="slowCheckboxShift" type="checkbox" />
            <button id="shiftButton" type="button" class="btn btn-default" onclick="shiftOrUnshiftData()">Shift</button>
          </div>
        </form>
      </div>
      <div id="report">
        <div class="well well-small">
          Generated data in <span id="dataGenSpan"></span> milliseconds
        </div>
        <div class="well well-small">
          Drew data in <span id="dataDrawSpan"></span> milliseconds
        </div>
        <div id="shiftReport" class="well well-small hidden">
          Shifted data in <span id="dataShiftSpan"></span> milliseconds
        </div>
      </div>
    </div>
    <script type="text/javascript">
      function makeRandomIntFn(min, max) {
        return function() {
          return Math.floor(Math.random() * (max - min)) + min;
        };
      }
      // some variables
      var w = 600, h = 250, pad = 25, r = 2.5;
      var seventh = (w - (r * 2))/7;
      var defaultN = 5000, defaultDuration = 250;

      var min = 0, max = 1000;
      // startDate is 2015-01-01T00:00:00.000Z; endDate is 2016-01-01T00:00:00.000Z
      var startDate = 1420070400000, endDate = 1451606400000;

      var svg = d3.select("#main").append('svg')
        .attr({
          width: w,
          height: h + (pad * 2)
        });

      // white background to give us a canvas
      svg.append('rect')
        .attr({
          width: w,
          height: h + (pad * 2),
          x: 0,
          y: 0,
          fill: 'white',
          'stroke-width': 1,
          stroke: 'gray'
        });

      svg = svg.append('g');

      var data = [];

      var timeScale = d3.time.scale.utc()
        .domain([startDate, endDate])
        .range([r, w - r]);

      var split = false, shifted = false;

      var weekdayScale = d3.time.scale.utc()
        .domain([startDate, endDate])
        .range([r, seventh * 5 - r]);

      var weekendScale = d3.time.scale.utc()
        .domain([startDate, endDate])
        .range([r + seventh * 5, w - r]);

      var valueScale = d3.scale.linear()
        .domain([0, max])
        .range([h - r + pad, r + pad]);

      var dayOfWeekScale = d3.scale.ordinal()
        .domain(['monday', 'tuesday', 'wednesday', 'thursday', 'friday', 'saturday', 'sunday'])
        .range(colorbrewer.Set2[7]);

      var randomValue = makeRandomIntFn(0, max);
      var randomDate = makeRandomIntFn(startDate, endDate);

      var dataGenTime, dataDrawTime, dataShiftTime;

      function generateData(n) {
        n = n || defaultN;
        var start = new Date();
        for (var i = 0; i < n; ++i) {
          var dt = new Date(randomDate());
          data.push({
            id: i,
            value: randomValue(),
            timestamp: dt,
            dayOfWeek: moment(dt).format('dddd').toLowerCase()
          });
        }
        dataGenTime = new Date() - start;
        d3.select('#dataGenSpan').html(dataGenTime);
      }

      function generateDataSlow(n) {
        n = n || defaultN;
        var start = new Date();
        for (var i = 0; i < n; ++i) {
          var dt = new Date(randomDate()).toISOString();
          data.push({
            id: i,
            value: randomValue(),
            timestamp: Date.parse(dt),
            dayOfWeek: moment(dt).format('dddd').toLowerCase()
          });
        }
        dataGenTime = new Date() - start;
        d3.select('#dataGenSpan').html(dataGenTime);
      }

      function drawData() {
        var start = new Date();
        svg.selectAll('circle')
          .data(data)
          .enter()
          .append('circle')
          .attr({
            cx: function(d) { return timeScale(d.timestamp); },
            cy: function(d) { return valueScale(d.value); },
            r: r,
            fill: function(d) {
              return dayOfWeekScale(d.dayOfWeek);
            }
          });
        dataDrawTime = new Date() - start;
        d3.select('#dataDrawSpan').html(dataDrawTime);
      }

      function invertData() {
        svg.selectAll('circle')
          .transition()
          .delay(function(d, i) { return i * defaultDuration/max; })
          .attr({
            cy: function(d) { return valueScale(max - d.value); }
          });
        data = _.map(data, function(d) {
          d.value = max - d.value;
          return d;
        });
      }

      function clearCircles() {
        data = [];
        svg.selectAll('circle')
          .data(data)
          .exit()
          .remove();
      }

      function generateAndDrawData() {
        var num = d3.select('#numDataPoints')[0][0].value;
        if (d3.select('#slowCheckboxGen').property('checked')) {
          generateDataSlow(num);
        }
        else {
          generateData(num);
        }
        drawData();
      }

      function splitOrUnsplitData() {
        if (split) {
          svg.selectAll('circle')
            .transition()
            .attr({
              cx: function(d) { return timeScale(d.timestamp); }
            });
          d3.select('#splitButton').html('Split');
        }
        else {
          svg.selectAll('circle')
            .transition()
            .attr({
              cx: function(d) {
                if (_.includes(['saturday', 'sunday'], d.dayOfWeek)) {
                  return weekendScale(d.timestamp);
                }
                else {
                  return weekdayScale(d.timestamp);
                }
              }
            });
          d3.select('#splitButton').html('Unsplit');
        }
        split = !split;
      }

      function shiftOrUnshiftData() {
        var start = new Date();
        if (d3.select('#slowCheckboxShift').property('checked')) {
          if (shifted) {
            svg.selectAll('circle')
              .attr({
                transform: 'translate(0,0)'
              });
            d3.select('#shiftButton').html('Shift');
          }
          else {
            svg.selectAll('circle')
              .attr({
                transform: 'translate(0,-' + pad + ')'
              });
            d3.select('#shiftButton').html('Unshift');
          }
        }
        else {
          if (shifted) {
            svg.attr({
                transform: 'translate(0,0)'
              });
            d3.select('#shiftButton').html('Shift');
          }
          else {
            svg.attr({
                transform: 'translate(0,-' + pad + ')'
              });
            d3.select('#shiftButton').html('Unshift');
          }
        }
        dataShiftTime = new Date() - start;
        d3.select('#shiftReport')
          .classed('hidden', false)
        d3.select('#dataShiftSpan')
          .html(dataShiftTime);
        shifted = !shifted;
      }

      generateAndDrawData();
    </script>
  </body>
</html>

lodash.min.js

/**
 * @license
 * lodash 3.9.3 (Custom Build) lodash.com/license | Underscore.js 1.8.3 underscorejs.org/LICENSE
 * Build: `lodash modern -o ./lodash.js`
 */
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//! moment.js
//! version : 2.10.3
//! authors : Tim Wood, Iskren Chernev, Moment.js contributors
//! license : MIT
//! momentjs.com
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