jorgeehernandez · August 15, 2018 15:48
diff --git a/.block b/.block
 license: mit
diff --git a/README.md b/README.md
diff --git a/index.html b/index.html
 <!DOCTYPE html>
 <meta charset="utf-8">
 <!-- 
  This visualization is a slightly expanded version of the excellent crossfilter demo at http://square.github.io/crossfilter/ 
  The viz adds four items to the original example:
  - ability to filter on days and day types
  - a dataset view, that allows all of the 230K records to be viewed in a canvas element
  - a timer function/object that can be used to measure crossfilter performance
  - expanded and more detailed comments

  Please see the README.md for additional information

  Note: added comments and code blocks are marked "BoE" 
  Author of added features: Bo Ericsson, [email protected] 
 -->
 <title>Crossfilter with Day Filter</title>
 <style>
 body {
  font-family: "Helvetica Neue";
  /*margin: 40px auto;*/
  width: 960px;
  min-height: 2000px;
 }

 #body {
  position: relative;
 }

 footer {
  padding: 2em 0 1em 0;
  font-size: 12px;
 }

 h1 {
  font-size: 96px;
  margin-top: .3em;
  margin-bottom: 0;
 }

 h1 + h2 {
  margin-top: 0;
 }

 h2 {
  font-weight: 400;
  font-size: 28px;
 }

 h1, h2 {
  /*font-family: "Yanone Kaffeesatz"*/
  text-rendering: optimizeLegibility;
 }

 #body > p {
  line-height: 1.5em;
  width: 640px;
  text-rendering: optimizeLegibility;
 }

 #charts {
  padding: 10px 0;
 }

 .chart {
  display: inline-block;
  height: 151px;
  margin-bottom: 20px;
 }

 .reset {
  padding-left: 1em;
  font-size: smaller;
  color: #ccc;
 }

 .background.bar {
  fill: #ccc;
 }

 .foreground.bar {
  fill: steelblue;
 }

 .axis path, .axis line {
  fill: none;
  stroke: #000;
  shape-rendering: crispEdges;
 }

 .axis text {
  font: 10px sans-serif;
 }

 .brush rect.extent {
  fill: steelblue;
  fill-opacity: .125;
 }

 .brush .resize path {
  fill: #eee;
  stroke: #666;
 }

 #hour-chart {
  width: 260px;
 }

 #delay-chart {
  width: 230px;
 }

 #distance-chart {
  width: 420px;
 }

 #date-chart {
  width: 920px;
 }

 #flight-list {
  min-height: 1024px;
 }

 #flight-list .date,
 #flight-list .day {
  margin-bottom: .4em;
 }

 #flight-list .flight {
  line-height: 1.5em;
  background: #eee;
  width: 640px;
  margin-bottom: 1px;
 }

 #flight-list .time {
  color: #999;
 }

 #flight-list .flight div {
  display: inline-block;
  width: 100px;
 }

 #flight-list div.distance,
 #flight-list div.delay {
  width: 160px;
  padding-right: 10px;
  text-align: right;
 }

 #flight-list .early {
  color: green;
 }

 aside {
  position: absolute;
  left: 740px;
  font-size: smaller;
  width: 220px;
 }

 fieldset {
  margin-bottom: 20px; 
  border: 1px solid lightgray;
 }

 fieldset > label, 
 span > label {
  margin-right: 10px;
  font-size: 12px;
 }
 label.selected {
  color: black;
 }
 label.notSelected {
  color: lightgray;
 }
 </style>
 <body>
 <div id="body">

  <div>
    <a href="javascript:resetAll()" class="reset" style="margin-left: -10px; margin-bottom: 20px">Reset all</a>
  </div>
  <div id="charts">
    <div id="hour-chart" class="chart">
      <div class="title">Time of Day</div>
    </div>
    <div id="delay-chart" class="chart">
      <div class="title">Arrival Delay (min.)</div>
    </div>
    <div id="distance-chart" class="chart">
      <div class="title">Distance (mi.)</div>
    </div>
    <div id="date-chart" class="chart">
      <div class="title">Date</div>
    </div>
  </div>

  <div id="daySelectionDiv"></div>

  <div id="canvasDiv"></div>

  <aside id="totals"><span id="active">-</span> of <span id="total">-</span> flights selected.</aside>

  <div id="lists">
    <div id="flight-list" class="list"></div>
  </div>

 </div>

 <script src="https://cdnjs.cloudflare.com/ajax/libs/crossfilter/1.3.12/crossfilter.min.js"></script>
 <script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.13/d3.min.js"></script>
 <script>
 "use strict";

 // ensure at least 790px height if running in an iframe (bl.ocks)
 // http://bl.ocks.org/mbostock/1093025
 d3.select(self.frameElement).transition().duration(500).style("height", "790px");

 // BoE: add time logger function
 function timeLogger() {
  if (timeLogger.id == undefined) timeLogger.id = 0;
  else ++timeLogger.id;

  var events = [];
  var initTs = new Date().getTime();
  var currTs = initTs;

  return {
    log: function (event) {
      var ts = new Date().getTime();
      var duration = ts - currTs;
      events.push({ event: event, duration: duration })
      currTs = ts;
    },
    reset: function() {
      currTs = new Date().getTime();
    },
    results: function () {
      var results = events.concat([{ event: "total elapsed", duration: new Date().getTime() - initTs }]);
      results.forEach(function(d) { console.log(d.event, " --> ", d.duration)})
      return results;
    }
  };
 };

 // BoE: start two time loggers
 var tl = timeLogger();
 var tl2 = timeLogger();

 // BoE: get the data
 d3.csv("xFlights-3m.csv", function(error, flights) {

  // BoE: add usage example of time logger
  tl2.log("data load");
  tl2.results();

  // BoE: add array that holds the currently selected "in-filter" selected records
  var selected = []; 

  // Various formatters.
  var formatNumber = d3.format(",d"),
      formatChange = d3.format("+,d"),
      formatDate = d3.time.format("%B %d, %Y"),
      formatDateWithDay = d3.time.format("%a %B %d, %Y"),
      formatTime = d3.time.format("%I:%M %p");

  // A nest operator, for grouping the flight list.
  var nestByDate = d3.nest()
      .key(function(d) { return d3.time.day(d.date); });

  // A little coercion, since the CSV is untyped.
  flights.forEach(function(d, i) {
    d.index = i;
    d.date = parseDate(d.date);
    d.delay = +d.delay;
    d.distance = +d.distance;
    d.selected = false; // BoE add
  });

  // Create the crossfilter for the relevant dimensions and groups.
  // BoE: the "tl" stuff below are adds to the original example, to compute time consumed at various steps
  tl.reset();
  var flight = crossfilter(flights);
  tl.log("crossfilter constructor");
  var all = flight.groupAll();
  tl.log("flight.groupAll")

  // date dimension
  tl.reset();
  var date = flight.dimension(function(d) { return d.date; }); // date dim
  tl.log("date dimension");
  var dates = date.group(d3.time.day); // date group
  tl.log("date.group")
  dates.groupId = "dates";

  // hour dimension
  tl.reset();
  var hour = flight.dimension(function(d) { return d.date.getHours() + d.date.getMinutes() / 60; }); // hour dim
  tl.log("hour dimension")
  var hours = hour.group(Math.floor); // hour group
  tl.log("hour.group()");
  hours.groupId = "hours";

  // delay dimension
  tl.reset();
  var delay = flight.dimension(function(d) { return Math.max(-60, Math.min(149, d.delay)); }); // delay dim
  tl.log("delay dimension");
  var delays = delay.group(function(d) { return Math.floor(d / 10) * 10; }); // delay group
  tl.log("delay.group")
  delays.groupId = "delays";

  // distances dimension
  tl.reset()
  var distance = flight.dimension(function(d) { return Math.min(1999, d.distance); }); // distance dim
  tl.log("distance dimension")
  var distances = distance.group(function(d) { return Math.floor(d / 50) * 50; }); // distance group
  tl.log("distance.group")
  distances.groupId = "distances";

  // BoE: add new day dimension
  tl.reset();
  var dayNumber = flight.dimension(function(d) { return d.date.getDay(); });
  tl.log("dayNumber dimension");
  var dayNumbers = dayNumber.group(function(d) { return d; });
  tl.log("dayNumber.group")
  console.log("--", tl.results())

  // BoE: add day selection variables
  var days = { 
        mon: { state: true, name: "days", text: "Monday", type: "workDay", dayNumber: 1, order: 0 },  
        tue: { state: true, name: "days", text: "Tuesday", type: "workDay", dayNumber: 2, order: 1 }, 
        wed: { state: true, name: "days", text: "Wednesday", type: "workDay", dayNumber: 3, order: 2 }, 
        thu: { state: true, name: "days", text: "Thursday", type: "workDay", dayNumber: 4, order: 3 }, 
        fri: { state: true, name: "days", text: "Friday", type: "workDay", dayNumber: 5, order: 4 },
        sat: { state: true, name: "days", text: "Saturday", type: "weekendDay", dayNumber: 6, order: 5 },
        sun: { state: true, name: "days", text: "Sunday", type: "weekendDay", dayNumber: 0, order: 6 }
      },
      workDays = Object.keys(days).filter(function(d) { if (days[d].type == "workDay") return true; }).map(function(d) { return d; }),
 date      dayNumbers = (function() { var obj = {}; Object.keys(days).forEach(function(d) { var key = days[d].dayNumber; var value = d; obj[key] = value }); return obj; })(),
      dayTypes =  {
        weekendDays: { state: false, name: "dayType", text: "Weekend Days", order: 2 },
        allDays: { state: true, name: "dayType", text: "All Days", order: 0 },
        workDays: { state: false, name: "dayType", text: "Work Days", order: 1 },
        someDays: { state: false, name: "dayType", text: "Some Days", order: 3, last: true }
      };

  /*
  // BoE: uncomment this to see the day related variables
  console.log("workDays", workDays)
  console.log("weekendDays", weekendDays)
  console.log("dayNumbers", dayNumbers)
  */

  // BoE: prep add radio buttons and checkbox data
  var radioData = Object.keys(dayTypes).map(function(d) { dayTypes[d].value = d; return dayTypes[d]; }).sort(function(a, b) { return (a.order > b.order ? 1 : (a.order < b.order) ? -1 : 0) })
  var checkboxData = Object.keys(days).map(function(d) { days[d].value = d; return days[d]; }).sort(function(a, b) { return (a.order > b.order ? 1 : (a.order < b.order) ? -1 : 0) })

  // BoE: create radio buttons
  //http://stackoverflow.com/questions/19302318/radio-buttons-in-d3-how-to-align-text-correctly-and-select-a-default
  var fieldset = d3.select("#daySelectionDiv").append("fieldset")
  fieldset.append("legend").text("Day of Week");

  // BoE: add spans to hold radio buttons
  var radioSpan = fieldset.selectAll(".radio")
        .data(radioData)
      .enter().append("span")
        .attr("class", "radio")
        .style("margin-right", function(d) { return d.last == true ? "30px" : "0px" });

  // BoE: add radio button to each span
  radioSpan.append("input")
      .attr({
        type: "radio",
        name: function(d) { return d.name },
      })
      .property({
        checked: function(d) { return d.state },
        value: function(d) { return d.value }
      });

  // BoE: add radio button label
  radioSpan.append("label")
      .text(function(d) { return d.text });

  // BoE: add spans to hold checkboxes
  var checkboxSpan = fieldset.selectAll(".checkbox")
      .data(checkboxData)
    .enter().append("span")
      .attr("class", "checkbox")
      //.style("margin-right", "10px")

  // BoE: add checkbox to each span
  checkboxSpan
    .append("input")
      //.attr("type", "checkbox")
      //.attr("name", function(d) { return d.name })
      .attr({
        type: "checkbox",
        name: function(d) { return d.name }
      })
      //.property("value", function(d) { return d.value })
      //.property("checked", function(d) { return d.state })
      .property({
        value: function(d) { return d.value },
        checked: function(d) { return d.state }
      }) 

  // BoE: add checkbox label
  checkboxSpan
    .append("label")
      .text(function(d) { return d.text })


  // BoE: add radio button event handler
  d3.selectAll("input[type=radio][name=dayType]")
    .on("change", function() { 
      var elem = d3.select(this);
      var dayType = elem.property("value");
      switch (dayType) {
        case "allDays":
        case "someDays":
          workDays.forEach(function(day) { days[day].state = true; })
          weekendDays.forEach(function(day) { days[day].state = true; })
          break;
        case "workDays":
          workDays.forEach(function(day) { days[day].state = true; })
          weekendDays.forEach(function(day) { days[day].state = false; })
          break;
        case "weekendDays":
          workDays.forEach(function(day) { days[day].state = false; })
          weekendDays.forEach(function(day) { days[day].state = true; })
          break;
      }

      updateDaySelection();
      renderAll();
    });

  // BoE: init checkboxes and add event handler
  d3.selectAll("input[type=checkbox][name=days]")
    .property("checked", function(d, i, a) {
      var elem = d3.select(this);
      var day = elem.property("value");
      //console.log("elem", elem, "day", day, days[day])
      return days[day].state;
    })
    .on("change", function() {
      var elem = d3.select(this);
      var checked = elem.property("checked");
      var day = elem.property("value");
      days[day].state = checked;

      updateDaySelection();
      renderAll();
    })


  // BoE: update the state of the day selection radio buttons and checkboxes (called after "change" events from those elements)
  function updateDaySelection() {
    // BoE: update checkboxes
    d3.selectAll("input[type=checkbox][name=days]")
      .property("checked", function(d, i, a) {
        var elem = d3.select(this);
        var day = elem.property("value");
        return days[day].state;
      })

    // BoE: process selected days
    var workDayCount = workDays.reduce(function(p, c) { return (days[c].state) ? p + 1 : p }, 0);
    var weekendDayCount = weekendDays.reduce(function(p, c) { return (days[c].state) ? p + 1 : p }, 0);

    // BoE: determine day type
    var dayType = "someDays";
    if ((workDayCount + weekendDayCount) == 7) dayType = "allDays"
    else if (workDayCount == 5 && weekendDayCount == 0) dayType = "workDays"
    else if (workDayCount == 0 && weekendDayCount == 2) dayType = "weekendDays"

    // BoE: set the selected radio button
    d3.selectAll("input[type=radio][value=" + dayType + "]").property("checked", true);

    // BoE: create/update day number filter
    dayNumber.filter(function(d) { return days[dayNumbers[d]].state; })
  }

  // BoE: create canvas element that holds one record per canvas pixel
  var canvasWidth = d3.select("body").property("clientWidth") - 10,
      canvasHeight = Math.ceil(flight.size() / canvasWidth),
      canvas,
      ctx,
      canvasDiv,
      currentLabel;

  selected = date.top(Infinity);

  // BoE: get reference to canvas div
  canvasDiv = d3.select("#canvasDiv")
      .style("padding", "2px")
      .style("width", "100%")
      .style("margin-bottom", "20px")

  // BoE: add div to hold description of canvas content
  canvasDiv
    .append("div")
      .attr("class", "title")
      .style("margin-bottom", "20px")
      .style("margin-bottom", "10px")
      .html("<span>Dataset View – Each of the " + formatNumber(flight.size()) + " pixels represents a data record (White = Selected, Black = Not Selected, Red = Out of Bounds)</span><br><span style='font-style: italic; font-size: 14px; color: red;'>Move the mouse over the canvas below to see individual data records</span>");

  // BoE: add canvas element and mouse handler
  canvas = canvasDiv
    .append("canvas")
      .attr("width", canvasWidth)
      .attr("height", canvasHeight)
      .style("width", canvasWidth + "px")
      .style("height", canvasHeight + "px")
      .style("border", "1px solid lightgray")
      .style("display", "block")
      .style("cursor", "crosshair")
      .on("mousemove", function() {
        var mouse = d3.mouse(canvas.node()),
            x = Math.round(mouse[0]),
            y = Math.round(mouse[1]),
            index = y * canvasWidth + x;

        // BoE: event handler delivers mouse mousemove events outside the canvas sometimes (don't know why);
        //     therefore, ensure that only valid x and y values are processed
        if (x < 0 || x > canvasWidth - 1 || y < 0 || y > canvasHeight -1) {
          currentLabel.html("&nbsp;");
          return;
        }
        // then check if the index is out of bounds (the right part of the last row is NOT part of the dataset)        
        if (index > flight.size() - 1) {
          currentLabel.html("&nbsp;");
          return;          
        }

        var item = flights[index],
            dateText = formatDateWithDay(item.date),
            timeText = formatTime(item.date);

        var labelText = labelText = "Selected: " + item.selected + ", Date: " + dateText + " " + timeText + ", Delay: ";
        labelText += item.delay + ", Distance: " + item.distance + ", Route: " + item.origin + "-->" + item.destination + " (idx: " + index + ")";
        currentLabel
          .attr("class", function(d) { return item.selected ? "selected" : "notSelected" })
          .text(labelText);
      })
      .on("mouseleave", function() {
        currentLabel.html("&nbsp;");
      })

  // BoE: create label for mousemove
  currentLabel = canvasDiv.append("label").html("&nbsp;");

  // BoE: get context to canvas elem
  ctx = canvas.node().getContext('2d');

  // BoE: this code defines the four charts in an array
  var charts = [

    barChart()
        .dimension(hour)
        .group(hours)
      .x(d3.scale.linear()
        .domain([0, 24])
        .rangeRound([0, 10 * 24])) // 10 pixels per bar, 240 pixels total
        .filter([8, 18]), // added by BoE

    barChart()
        .dimension(delay)
        .group(delays)
      .x(d3.scale.linear()
        .domain([-60, 150])
        .rangeRound([0, 10 * 21])), // 21 delay groups, 210 pixels total

    barChart()
        .dimension(distance)
        .group(distances)
      .x(d3.scale.linear()
        .domain([0, 2000])
        .rangeRound([0, 10 * 40])), // 40 distance groups

    barChart()
        .dimension(date)
        .group(dates)
        .round(d3.time.day.round) // ensures whole days
      .x(d3.time.scale()
        .domain([new Date(2001, 0, 1), new Date(2001, 3, 1)])
        .rangeRound([0, 10 * 90]))
        .filter([new Date(2001, 1, 1), new Date(2001, 2, 1)])
  ];



  // Given our array of charts, which we assume are in the same order as the
  // .chart elements in the DOM, bind the charts to the DOM and render them.
  // We also listen to the chart's brush events to update the display.
  var chart = d3.selectAll(".chart")
      // BoE: the charts array defined above are provided as data to the d3 selection of ".charts"
      .data(charts)
      .each(function(chart) { 
        chart
          .on("brush", function() {
            renderAll();
          })
          .on("brushend", function() {
            renderAll();
          }); 
      });

  // Render the initial lists.
  var list = d3.selectAll(".list")
      .data([flightList]);

  // Render the total.
  d3.selectAll("#total")
      .text(formatNumber(flight.size()));

  // BoE: initial render
  renderAll();

  // BoE debug...
  var sum = dates.all().reduce(function(p, c, i, a) {
    return { value: p.value + c.value };
  })
  //console.log("sum", sum.value);

  // BoE debug...
  var groups = [dates, hours, delays, distances]
  groups.forEach(function(group) {
    var grp = group.group;
    var sum = group.all().reduce(function(p, c, i, a) { return { value: p.value + c.value } })
    //console.log("sum: ", sum, "grp", grp)
  })

  // Renders the specified chart or list.
  function render(method) {
      // BoE: "method" is the "d" value of data binding to chart above, which happens to be the chart function from barChart
    d3.select(this).call(method);
  }

  // Whenever the brush moves, re-rendering everything.
  function renderAll() {
    // BoE: uncomment the next lines to see the what's being rendered
    //console.log("renderAll", chart[0].length, list[0].length, all.value())
    //chart.each(function(d, i) { console.log("this", this, "d", d, "i", i) })
    chart.each(render); // render is called with this set to div and d set to the chart function from barChart
    list.each(render);
    d3.select("#active").text(formatNumber(all.value()));

    var tl3 = timeLogger();
    // BoE: update the "selected" array, which holds the currently selected (in-filter) items
    selected = date.top(Infinity);
    tl3.log("date.top(Infinity)")

    // BoE: set the selected status in "flights" ("flights" is the data source)
    flights.forEach(function(d) { d.selected = false; }); // first clear all
    selected.forEach(function(d) { flights[d.index].selected = true; }) // then set some 

    // BoE: clear canvas
    tl3.reset();
    ctx.fillStyle = "rgb(0,0,0)";
    ctx.fillRect (0, 0, canvasWidth, canvasHeight);
    tl3.log("filling canvas background")

    // BoE: add red out of bounds pixels 
    tl3.reset();
    var xSpan = (canvasWidth * canvasHeight) % flight.size();
    var x = canvasWidth - xSpan;
    var y = canvasHeight - 1;
    ctx.fillStyle = "rgb(255, 0, 0)";
    ctx.fillRect(x, y, xSpan, 1);
    tl3.log("setting red pixels")

    
    // BoE add: draw white pixel for each active element
    tl3.reset();
    ctx.fillStyle = "rgb(255,255,255)";
    selected.forEach(function(d) {
      var x = d.index % canvasWidth;
      var y = Math.floor(d.index / canvasWidth)
      ctx.fillRect(x, y, 1, 1 );
    })
    tl3.log("setting canvas pixels");
    tl3.results();
  }

  // Like d3.time.format, but faster.
  function parseDate(d) {
    return new Date(2001,
        d.substring(0, 2) - 1,
        d.substring(2, 4),
        d.substring(4, 6),
        d.substring(6, 8));
  }

  // BoE: this (window.resetAll) isn't used, therefore
  //    repurposed this to reset all filters by javascript triggered by a new "a" tag in the DOM
  window.resetAll = function() {
    var filters = [null, null, null, null];
    filters.forEach(function(d, i) { charts[i].filter(d); });
    Object.keys(days).forEach(function(d) { days[d].state = true });
    updateDaySelection();
    renderAll();
  };

  // BoE: resets the filter for a particular dimension
  window.reset = function(i) {
    charts[i].filter(null);
    renderAll();
  };

  // BoE: this looks really wasteful – every cell is a div, why not just use a html5 table?
  function flightList(div) {

    var flightsByDate = nestByDate.entries(date.top(10));

    div.each(function() {
      var date = d3.select(this).selectAll(".date")
          .data(flightsByDate, function(d) { return d.key; });

      date.enter().append("div")
          .attr("class", "date")
        .append("div")
          .attr("class", "day")
          .text(function(d) { return formatDate(d.values[0].date); });

      date.exit().remove();

      var flight = date.order().selectAll(".flight")
          .data(function(d) { return d.values; }, function(d) { return d.index; });

      var flightEnter = flight.enter().append("div")
          .attr("class", "flight");

      flightEnter.append("div")
          .attr("class", "time")
          .text(function(d) { return formatTime(d.date); });

      flightEnter.append("div")
          .attr("class", "origin")
          .text(function(d) { return d.origin; });

      flightEnter.append("div")
          .attr("class", "destination")
          .text(function(d) { return d.destination; });

      flightEnter.append("div")
          .attr("class", "distance")
          .text(function(d) { return formatNumber(d.distance) + " mi."; });

      flightEnter.append("div")
          .attr("class", "delay")
          .classed("early", function(d) { return d.delay < 0; })
          .text(function(d) { return formatChange(d.delay) + " min."; });

      flight.exit().remove();

      flight.order();
    });
  }

  function barChart() {
    // BoE: barChart.id is shared by all instances of barChart's chart, effectively an instance counter
    if (!barChart.id) barChart.id = 0;

    var margin = {top: 10, right: 10, bottom: 20, left: 10},
        x,
        y = d3.scale.linear().range([100, 0]), // 100 pixels height
        id = barChart.id++,
        axis = d3.svg.axis().orient("bottom"),
        brush = d3.svg.brush(),
        brushDirty,
        dimension,
        group,
        round,
        yMax;

    function chart(div) {
      /*
      // BoE: uncomment this to see how the domain and ranges change as the filters are modified
      console.log("margin", margin);
      console.log("x.range()", x.range())
      console.log("x.domain()", x.domain())
      console.log("y.range()", y.range())
      console.log("y.domain()", y.domain())
      */

      var width = x.range()[1],
          height = y.range()[0];

      yMax = 0;
      y.domain([0, yMax == 0 ? group.top(1)[0].value : yMax]); // set y domain to max value in this group

      // BoE: why is this done using "each"? There is only one div per chart; therefore the construct "div.each" will
      //    only be executed once
      div.each(function() {
        var div = d3.select(this),
            g = div.select("g");

        // Create the skeletal chart.
        // BoE: this is only executed once, at init, when there is nothing in the group
        if (g.empty()) {
          div.select(".title").append("a")
              .attr("href", "javascript:reset(" + id + ")")
              .attr("class", "reset")
              .text("reset")
              .style("display", "none");

          g = div.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 + ")");

          // BoE: reset the clip path to full width
          g.append("clipPath")
              .attr("id", "clip-" + id)
            .append("rect")
              .attr("width", width)
              .attr("height", height);

          // BoE: generate two paths, one background, one foreground
          g.selectAll(".bar")
              .data(["background", "foreground"])
            .enter().append("path")
              .attr("class", function(d) { return d + " bar"; })
              // assign all the data in the group to the path
              .datum(group.all());

          // BoE: assign the clip path to the foreground bars
          g.selectAll(".foreground.bar")
              .attr("clip-path", "url(#clip-" + id + ")");

          // BoE: add the x-axis to the svg group
          g.append("g")
              .attr("class", "axis")
              .attr("transform", "translate(0," + height + ")")
              .call(axis);

          // Initialize the brush component with pretty resize handles.
          var gBrush = g.append("g").attr("class", "brush").call(brush);
          gBrush.selectAll("rect").attr("height", height);
          gBrush.selectAll(".resize").append("path").attr("d", resizePath);
        }

        // Only redraw the brush if set externally.
        // BoE: at init, the **Date** chart has an externally set brush;
        // in this extended example, the **Time of Day** chart also has an externally set brush
        if (brushDirty) {
          brushDirty = false;
          g.selectAll(".brush").call(brush);
          div.select(".title a").style("display", brush.empty() ? "none" : null);
          if (brush.empty()) {
            g.selectAll("#clip-" + id + " rect")
                .attr("x", 0)
                .attr("width", width);
          } else {
            var extent = brush.extent();
            g.selectAll("#clip-" + id + " rect")
                .attr("x", x(extent[0]))
                .attr("width", x(extent[1]) - x(extent[0]));
          }
        }

        // BoE: this sets the **d** attribute on the path
        g.selectAll(".bar").attr("d", barPath);
      });

      // BoE: the barPath function is called as usual with the d, i, a arguments 
      //   (d being called **groups** here, the other args not used)
      function barPath(groups) {
        var path = [],
            i = -1,
            n = groups.length,
            d;
        while (++i < n) {
          d = groups[i];
          path.push("M", x(d.key), ",", height, "V", y(d.value), "h9V", height);
        }
        // BoE: uncomment the next line to see the neat path array that has been generated
        //console.log("path", path)
        return path.join("");
      }

      // BoE: the resizePath function defines the look of the brush "handles" on the left and right side of the brush
      function resizePath(d) {
        var e = +(d == "e"),
            x = e ? 1 : -1,
            y = height / 3;
        return "M" + (.5 * x) + "," + y
            + "A6,6 0 0 " + e + " " + (6.5 * x) + "," + (y + 6)
            + "V" + (2 * y - 6)
            + "A6,6 0 0 " + e + " " + (.5 * x) + "," + (2 * y)
            + "Z"
            + "M" + (2.5 * x) + "," + (y + 8)
            + "V" + (2 * y - 8)
            + "M" + (4.5 * x) + "," + (y + 8)
            + "V" + (2 * y - 8);
      }
    }

    // BoE: the .chart below threw me for a loop at first; turns out the app is registering multiple brush handlers;
    //   see above for the first instance of brush handlers; to allow multiple handlers to be registered on the same event, 
    //   d3 requires a "namespace identifier" on the subsequent event handlers; here "chart" is used as a namespace indicator
    //   alse see: http://stackoverflow.com/questions/32459420/what-does-d3-brush-onbrush-chat-means
    brush.on("brushstart.chart", function() {
      var div = d3.select(this.parentNode.parentNode.parentNode);
      div.select(".title a").style("display", null);
    });

    // BoE: uncomment the next like to see another brush handler in action using a dummy namespace
    //brush.on("brush.whatever", function() { console.log("brush.whatever") })

    // BoE: this "brush.chart" event handler fires before the "brush" handler fires above; 
    //    this particular handler just sets the filter; 
    //    the other handler updates all charts
    brush.on("brush.chart", function() { 
      var g = d3.select(this.parentNode),
          extent = brush.extent(); // extent contains the domain (x.invert) of the brush

      // BoE: handle rounding of extent (allow only integers)
      if (round) g.select(".brush")
          .call(brush.extent(extent = extent.map(round)))
        .selectAll(".resize")
          .style("display", null); // remove the resize a element
      g.select("#clip-" + id + " rect")
          .attr("x", x(extent[0])) // set clip rect x pos
          .attr("width", x(extent[1]) - x(extent[0])); // set clip rect width

      // BoE: set a new filter range
      dimension.filterRange(extent);
    });

    brush.on("brushend.chart", function() {
      if (brush.empty()) {
        // BoE: if brush is empty, invalidate the clip rect (show all foreground bars), and remove the dimension filter
        var div = d3.select(this.parentNode.parentNode.parentNode);

        // BoE: remove the reset "a" element
        div.select(".title a").style("display", "none");

        // BoE: invalidate the clip rect (thereby show all foreground blue bars)
        div.select("#clip-" + id + " rect")
            .attr("x", null) // remove the x attribute which will render the clipRect invalid
            .attr("width", "100%");
        
        // BoE: remove the dimension's filter
        dimension.filterAll();
      }
    });

    chart.margin = function(_) {
      if (!arguments.length) return margin;
      margin = _;
      return chart;
    };

    chart.x = function(_) {
      if (!arguments.length) return x;
      x = _;
      axis.scale(x);
      brush.x(x);
      return chart;
    };

    chart.y = function(_) {
      if (!arguments.length) return y;
      y = _;
      return chart;
    };

    chart.dimension = function(_) {
      //console.log("chart.dimension..." + _)
      if (!arguments.length) return dimension;
      dimension = _;
      return chart;
    };

    chart.filter = function(_) {
      if (_) {
        brush.extent(_);
        dimension.filterRange(_);
      } else {
        brush.clear();
        dimension.filterAll();
      }
      brushDirty = true;
      return chart;
    };

    chart.group = function(_) {
      if (!arguments.length) return group;
      group = _;
      // added by BoE
      yMax = group.top(1)[0].value;
      return chart;
    };

    chart.round = function(_) {
      if (!arguments.length) return round;
      round = _;
      return chart;
    };

    // BoE: the d3 rebind function moves the "on" method from the "brush" object/function to the "chart" object/function;
    // it then returns the "chart" function/object
    return d3.rebind(chart, brush, "on");
  }
 });

 </script>

diff --git a/xFlights-3m.csv b/xFlights-3m.csv
 date,delay,distance,origin,destination
 01010001,14,405,MCI,MDW
 01010530,-11,370,LAX,PHX
 01010540,5,389,ONT,SMF
 01010600,-5,337,OAK,LAX
 01010600,3,303,MSY,HOU
 01010605,5,236,LAS,LAX
 01010610,-4,405,MDW,MCI
 01010615,-2,188,RNO,SJC
 01010615,0,197,FLL,TPA
 01010615,0,399,SEA,BOI
 01010615,5,562,ELP,DAL
 01010620,-5,358,SMF,BUR
 01010620,0,491,BNA,MCI
 01010625,-6,361,ONT,OAK
 01010625,0,313,MCI,OKC
 01010625,1,271,MDW,SDF
 01010625,5,689,SLC,SEA
 01010630,-1,487,TPA,MSY
 01010630,-10,399,BOI,SEA
 01010630,-15,621,SJC,PHX
 01010630,-2,361,OAK,ONT
 01010630,-3,220,ISP,BWI
 01010630,-3,397,SMF,LAS
 01010630,-8,251,MDW,STL
 01010630,-8,417,SJC,SAN
 01010630,1,682,BWI,BHM
 01010630,10,370,PHX,LAX
 01010630,15,177,BHM,BNA
 01010630,2,562,DAL,ELP
 01010635,0,453,HOU,TUL
 01010635,1,601,RNO,PHX
 01010635,2,670,BNA,HOU
 01010635,9,677,ABQ,LAX
 01010640,-21,777,BDL,MDW
 01010640,-8,197,ONT,LAS
 01010640,3,833,OKC,PHX
 01010640,5,495,SDF,BWI
 01010645,-14,423,MDW,OMA
 01010645,-14,605,SEA,SMF
 01010645,-19,838,MHT,MDW
 01010645,-5,223,LAS,BUR
 01010645,-5,296,SJC,BUR
 01010645,5,405,MCI,MDW
 01010645,9,460,TPA,BHM
 01010647,17,293,LBB,DAL
 01010650,20,570,BHM,HOU
 01010650,7,588,BWI,BNA
 01010653,16,590,SLC,LAX
 01010655,-19,1797,LAX,BNA
 01010655,-28,1864,BWI,SLC
 01010700,-10,1481,PDX,MCI
 01010700,-10,361,OAK,ONT
 01010700,-28,1235,LAS,HOU
 01010700,-3,256,LAS,PHX
 01010700,-3,588,SLC,OAK
 01010700,-4,423,OMA,MDW
 01010700,-4,612,TPA,BNA
 01010700,-5,1090,AUS,LAS
 01010700,-5,296,BUR,SJC
 01010700,-5,369,PHX,BUR
 01010700,-5,407,OAK,LAS
 01010700,-6,325,OAK,BUR
 01010700,-7,236,LAS,LAX
 01010700,0,223,BUR,LAS
 01010700,0,303,MSY,HOU
 01010700,1,358,BUR,SMF
 01010700,12,550,MCO,MSY
 01010700,17,284,MDW,CMH
 01010700,4,307,CLE,MDW
 01010704,-2,457,DTW,BNA
 01010705,-1,471,MSY,BNA
 01010705,-10,443,RDU,BNA
 01010705,-15,677,LAX,ABQ
 01010705,-18,1246,HOU,BWI
 01010705,-5,188,SJC,RNO
 01010705,-9,386,SJC,LAS
 01010705,0,588,OAK,SLC
 01010705,13,365,JAX,BHM
 01010705,4,1072,MCO,MCI
 01010705,7,967,MCI,BWI
 01010706,-5,303,HOU,MSY
 01010708,-14,765,ISP,MDW
 01010710,-15,1959,OAK,BNA
 01010710,-26,2277,PVD,PHX
 01010710,-31,1599,SAN,MSY
 01010710,-8,251,STL,MDW
 01010710,0,1506,SDF,PHX
 01010710,2,842,TPA,BWI
 01010715,-12,515,IND,BWI
 01010715,-13,1076,TUL,LAS
 01010715,-2,447,SFO,SAN
 01010715,-25,2106,BWI,LAS
 01010715,-3,405,MCI,MDW
 01010715,-3,546,GEG,SLC
 01010715,-7,386,LAS,SJC
 01010715,24,938,MHT,BNA
 01010720,-13,1489,OAK,MCI
 01010720,-20,632,RDU,MDW
 01010720,-5,446,OAK,SAN
 01010720,-8,762,PDX,LAS
 01010720,13,479,SMF,PDX
 01010725,-12,852,BDL,BNA
 01010725,-8,935,PHX,TUL
 01010725,4,294,MAF,AUS
 01010730,-2,192,SAT,HOU
 01010730,-3,1591,IND,LAS
 01010730,-3,284,CMH,MDW
 01010730,-7,288,ALB,BWI
 01010730,0,308,SJC,LAX
 01010730,25,928,TPA,AUS
 01010730,4,410,BHM,STL
 01010730,6,673,FLL,MSY
 01010730,8,448,CLE,BNA
 01010733,-17,967,BWI,MCI
 01010733,-3,281,BUF,BWI
 01010735,-10,229,IND,STL
 01010735,-13,251,MDW,STL
 01010735,-25,440,DTW,STL
 01010735,-3,181,OKC,DAL
 01010735,-5,1497,TPA,ABQ
 01010735,-5,304,SAN,PHX
 01010735,23,377,MHT,BWI
 01010735,6,1011,BUF,MCO
 01010735,8,345,RNO,LAS
 01010738,5,370,LAX,PHX
 01010740,-10,303,HOU,MSY
 01010740,-11,718,MCI,ABQ
 01010740,-15,325,BUR,OAK
 01010740,-15,793,FLL,BNA
 01010740,-17,1448,PHX,BNA
 01010740,-2,294,AUS,MAF
 01010740,-2,347,ELP,PHX
 01010740,-25,1521,MDW,LAS
 01010740,-6,587,TPA,RDU
 01010740,-7,229,MDW,DTW
 01010740,-7,351,TUL,STL
 01010740,0,248,SAT,DAL
 01010744,10,308,LAX,SJC
 01010745,-2,223,BUR,LAS
 01010745,-6,904,RDU,MCI
 01010745,0,283,BDL,BWI
 01010745,2,507,PHX,SLC
 01010745,5,487,TPA,MSY
 01010745,9,395,BNA,MDW
 01010750,-12,646,PHX,OAK
 01010750,-2,256,PHX,LAS
 01010750,-5,367,TUS,SAN
 01010750,-8,351,STL,TUL
 01010750,-8,369,BUR,PHX
 01010750,4,1455,BHM,PHX
 01010753,-5,1363,LAX,MCI
 01010755,-10,419,OKC,HOU
 01010755,19,284,MDW,CMH
 01010755,4,587,MCO,JAN
 01010755,6,321,BHM,MSY
 01010757,-2,1814,LAX,IND
 01010757,-3,689,SEA,SLC
 01010800,-10,1162,RDU,AUS
 01010800,-10,337,LAX,OAK
 01010800,-10,671,SEA,OAK
 01010800,-10,989,MDW,MCO
 01010800,-11,237,STL,MCI
 01010800,-13,843,PHX,SAT
 01010800,-13,998,MSY,BWI
 01010800,-19,787,MCO,BWI
 01010800,-3,1073,ALB,MCO
 01010800,-3,197,LAS,ONT
 01010800,-3,407,OAK,LAS
 01010800,-4,239,HOU,DAL
 01010800,-4,337,OAK,LAX
 01010800,-5,325,ONT,PHX
 01010800,-5,462,STL,OKC
 01010800,-6,1037,PHX,OMA
 01010800,-6,972,ISP,MCO
 01010800,0,342,SJC,SNA
 01010800,0,358,SMF,BUR
 01010800,0,612,BNA,TPA
 01010800,12,358,BUR,SMF
 01010800,13,389,ONT,SMF
 01010800,9,1797,BNA,LAX
 01010800,9,437,MSY,DAL
 01010805,-1,304,PHX,SAN
 01010805,-1,345,LAS,RNO
 01010805,-13,989,MCO,MDW
 01010805,-14,727,TPA,SDF
 01010805,-2,325,BUR,OAK
 01010805,-4,314,BWI,CLE
 01010805,-7,405,MDW,MCI
 01010805,-8,822,SAT,BNA
 01010805,25,1448,BNA,PHX
 01010805,7,457,BNA,DTW
 01010807,10,189,DAL,AUS
 01010810,-12,447,SAN,SFO
 01010810,-7,197,ONT,LAS
 01010810,0,714,LAX,ELP
 01010810,5,484,JAX,BNA
 01010815,-10,223,LAS,BUR
 01010815,-17,1999,PHX,BWI
 01010815,-24,1751,SAN,BNA
 01010815,-3,677,LAX,ABQ
 01010815,-5,386,LAS,SJC
 01010815,-7,1140,MCI,LAS
 01010815,5,223,TUL,MCI
 01010815,8,1588,BNA,LAS
 01010815,8,321,MSY,BHM
 01010817,13,303,MSY,HOU
 01010820,-14,1262,STL,PHX
 01010820,-3,1020,HOU,PHX
 01010820,-31,1234,PVD,MCI
 01010820,-5,422,RNO,SLC
 01010820,-5,550,MSY,MCO
 01010820,-9,197,FLL,TPA
 01010820,8,405,MCI,MDW
 01010821,10,236,LAX,LAS
 01010823,-7,646,OAK,PHX
 01010825,-2,188,SJC,RNO
 01010825,-3,296,BUR,SJC
 01010825,-5,1044,MCI,PHX
 01010825,-7,304,SAN,PHX
 01010825,5,1588,LAS,BNA
 01010825,5,368,LAS,SLC
 01010830,-10,440,STL,DTW
 01010830,-2,580,ABQ,DAL
 01010830,-5,802,MCO,CMH
 01010830,-7,239,DAL,HOU
 01010830,-7,255,RDU,BWI
 01010830,-8,370,PHX,LAX
 01010830,0,370,LAX,PHX
 01010830,0,446,SAN,OAK
 01010830,31,758,AMA,LAS
 01010835,-1,291,BOI,SLC
 01010835,-13,347,PHX,ELP
 01010835,-14,1099,OMA,LAS
 01010835,-14,405,MDW,MCI
 01010835,-2,325,OAK,BUR
 01010835,-3,611,MDW,BWI
 01010835,-8,325,PHX,ONT
 01010835,0,480,SAN,SMF
 01010835,5,605,SMF,SEA
 01010838,-3,888,BWI,JAN
 01010838,14,937,HOU,MDW
 01010840,-11,1444,MDW,PHX
 01010840,-12,303,HOU,MSY
 01010840,-22,1236,MHT,MCI
 01010840,-5,180,RNO,OAK
 01010840,-6,479,PDX,SMF
 01010840,6,1142,MHT,MCO
 01010845,-10,1624,LAS,SDF
 01010845,-10,777,MDW,BDL
 01010845,-15,217,DAL,IAH
 01010845,-17,925,FLL,BWI
 01010845,-4,178,FLL,MCO
 01010845,-5,1090,LAS,AUS
 01010845,-5,148,AUS,HOU
 01010845,-7,296,STL,LIT
 01010845,0,279,GEG,PDX
 01010845,0,588,OAK,SLC
 01010845,1,323,SDF,BHM
 01010845,14,1407,BWI,SAT
 01010845,2,889,ABQ,OAK
 01010845,27,368,SLC,LAS
 01010846,2,397,LAS,SMF
 01010848,7,423,MDW,OMA
 01010850,-20,621,PHX,SJC
 01010850,-8,236,LAX,LAS
 01010850,-8,520,BOI,LAS
 01010850,0,453,HOU,TUL
 01010850,10,325,ONT,PHX
 01010850,18,765,MDW,ISP
 01010855,3,405,MDW,MCI
 01010855,4,838,MDW,MHT
 01010855,7,220,BWI,ISP
 01010900,-10,337,LAX,OAK
 01010900,-11,256,PHX,LAS
 01010900,-12,544,MDW,LIT
 01010900,-3,480,SMF,SAN
 01010900,-4,246,MAF,ELP
 01010900,-4,288,BWI,ALB
 01010900,-5,236,LAS,LAX
 01010900,-8,628,SAN,ABQ
 01010900,0,1034,ISP,TPA
 01010900,0,389,SMF,ONT
 01010900,13,484,BNA,JAX
 01010900,22,181,DAL,OKC
 01010900,42,1999,BWI,PHX
 01010900,5,370,PHX,LAX
 01010900,8,303,MSY,HOU
 01010903,3,697,SJC,SEA
 01010903,5,395,MDW,BNA
 01010904,-5,1069,LAS,SAT
 01010905,-1,148,HOU,AUS
 01010905,-1,254,STL,SDF
 01010905,-12,628,ABQ,SAN
 01010905,-2,192,HOU,SAT
 01010905,-22,687,STL,HOU
 01010905,-26,697,SEA,SJC
 01010905,-5,487,TPA,MSY
 01010905,6,759,HOU,ABQ
 01010908,3,370,LAX,PHX
 01010909,31,236,LAS,LAX
 01010910,-1,1442,SMF,MCI
 01010910,-10,487,MSY,TPA
 01010910,-18,304,PHX,SAN
 01010910,-2,304,SAN,PHX
 01010910,-2,371,OAK,SNA
 01010910,-23,1671,MSY,LAX
 01010910,-4,347,ELP,PHX
 01010910,-8,361,ONT,OAK
 01010910,0,1235,HOU,LAS
 01010913,0,444,PDX,RNO
 01010913,0,451,IND,MCI
 01010913,12,666,JAN,MDW
 01010915,-10,308,LAX,SJC
 01010915,-4,189,AUS,DAL
 01010915,-5,276,HRL,HOU
 01010915,-5,333,ONT,SJC
 01010915,-7,410,STL,BHM
 01010915,-8,651,SFO,PHX
 01010915,-9,440,DTW,STL
 01010915,4,296,DAL,LIT
 01010918,9,570,BHM,HOU
 01010920,-1,283,BDL,BWI
 01010920,-2,325,ONT,PHX
 01010920,-5,446,OAK,SAN
 01010920,-7,588,BWI,BNA
 01010920,0,407,OAK,LAS
 01010920,2,543,OAK,PDX
 01010922,4,937,MDW,HOU
 01010924,14,2106,LAS,BWI
 01010925,-1,180,OAK,RNO
 01010925,-13,281,BWI,BUF
 01010925,-17,1489,MCI,SEA
 01010925,-23,1073,MCO,PVD
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 01151625,1,178,FLL,MCO
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