block by syntagmatic 3135763

Improved Parallel Coordinates

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index.html

<!DOCTYPE html>
<html>
  <head>
    <meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
    <title>Parallel Coordinates</title>
    <style type="text/css">
html {
  margin: 0;
  width: 100%;
  height: 100%;
}
body { 
  font-family: sans-serif;
  font-size: 13px;
  line-height: 1.4em;
  background: #f9f9f9;
  color: #333;
  width: 100%;
  height: 100%;
}

body.dark {
  background: #070707;
  color: #e3e3e3;
}

#wrap {
  padding: 0 14px;
}

svg {
  font: 10px sans-serif;
}

canvas, svg {
  position: absolute;
  top: 0;
  left: 0;
}

#chart {
  position: relative;
}

.brush rect.extent {
  fill: rgba(255,255,255,0.4);
  stroke: rgba(55,55,55,0.4);
  shape-rendering: crisp-edges;
}

.dark .brush rect.extent {
  fill: rgba(0,0,0,0.4);
  stroke: rgba(200,200,200,0.5);
}

.resize rect {
  fill: none;
}

.background {
  fill: rgba(255,255,255,0.4);
  stroke: rgba(255,255,255,0.8);
}
.dark .background {
  fill: rgba(0,0,0,0.4);
  stroke: rgba(0,0,0,0.8);
}

.axis g {
  pointer-events: none;
}

.axis line, .axis path {
  display: none;
  fill: none;
  stroke: rgba(180,180,180,1);
  shape-rendering: crispEdges;
}

.axis .tick {
  width: 200px;
}

.axis text {
  fill: #222;
  font-weight: bold;
  text-anchor: middle;
  font-size: 12px;
  text-shadow: 0 1px 1px #fff, 1px 0 1px #fff, 0 -1px 1px #fff, -1px 0 1px #fff;
}

.axis text.label {
  fill: #444;
  font-size: 13px;
  font-weight: bold;
  cursor: move;
}

.dark .axis text {
  fill: #f2f2f2;
  text-shadow: 0 1px 0 #000, 1px 0 0 #000, 0 -1px 0 #000, -1px 0 0 #000;
}

.dark .axis text.label {
  fill: #ddd;
}

.quarter, .half {
  float: left;
}

.quarter {
  width: 23%;
  margin: 0 1%;
}

.half {
  width: 48%;
  margin: 0 1%;
}

h3 {
  margin: 0.9em 0 0.6em;
}

p {
  margin: 0.6em 0;
}

#food-list {
  overflow-x: hidden;
  overflow-y: auto;
  height: 400px;
  background: #f8f8f8;
}
#legend {
  text-align: right;
  overflow-y: auto;
  height: 400px;
}
.dark #food-list {
  background: #0b0b0b;
}
.color-block {
  display: inline-block;
  height: 6px;
  width: 6px;
  margin: 2px 4px;
}
#rendered-bar,
#selected-bar {
  width:0%;
  background: rgba(120,120,120,0.6);
  font-weight: bold;
  border-right: 1px solid rgba(120,120,120,1);
}
.fillbar {
 border:1px solid rgba(120,120,120,0.5);
}
    </style>
  </head>
  <body>
  <div id="chart">
    <canvas id="foreground"></canvas>
    <svg></svg>
  </div>
  <div id="wrap">
    <div  class="quarter">
      <h3>Legend</h3>
      <p id="legend">
      </p>
    </div>
    <div class="quarter" id="controls">
      <h3>Controls</h3>
      <p>
        Drag vertically along an axis to brush<br/>
        Tap the axis background to remove its brush<br/>
        Drag labels horizontally to reorder axes<br/>
      </p>

      <h3>Rendering Progress</h3>
      <strong id="data-count"></strong> entries, <strong id="selected-count"></strong> selected, <strong id="rendered-count"></strong> rendered
      <p>
        <div class="fillbar"><div id="selected-bar"><div id="rendered-bar">&nbsp;</div></div></div><br/>
        Opacity set at <strong id="opacity"></strong> to reduce overplotting<br/>
      </p>

      <h3>Filters</h3>
      <p>
        Click this button to rescale the axes for selected data, and remove unselected data.
      </p>
      <button id="keep-data">Keep Selected</button><br/>

      <h3>Appearance</h3>
      <button id="hide-ticks">Hide Ticks</button>
      <button id="show-ticks">Show Ticks</button><br/>
      <button id="hide-brush">Hide Brush Area</button>
      <button id="show-brush">Show Brush Area</button><br/>
      <button id="dark-theme">Dark</button>
      <button id="light-theme">Light</button>
    </div>
    <div class="half">
      <h3>Random sample of 30 entries</h3>
      <p id="food-list">
      </p>
    </div>
  </div>
  </body>
  <script src="//mbostock.github.com/d3/d3.v2.js"></script>
  <script src="//documentcloud.github.com/underscore/underscore.js"></script>
  <script src="parallel.js"></script>
</html>

parallel.js

// shim layer with setTimeout fallback
window.requestAnimFrame = window.requestAnimationFrame       ||
                          window.webkitRequestAnimationFrame ||
                          window.mozRequestAnimationFrame    ||
                          window.oRequestAnimationFrame      ||
                          window.msRequestAnimationFrame     ||
                          function( callback ){
                            window.setTimeout(callback, 1000 / 60);
                          };
d3.select("#hide-ticks").on("click", hideTicks);
d3.select("#show-ticks").on("click", showTicks);
d3.select("#hide-brush").on("click", hideBrush);
d3.select("#show-brush").on("click", showBrush);

function hideTicks() {
  d3.selectAll(".axis g").style("display", "none");
  d3.selectAll(".axis path").style("display", "none");
};

function showTicks() {
  d3.selectAll(".axis g").style("display", null);
  d3.selectAll(".axis path").style("display", null);
};

function hideBrush() {
  d3.selectAll(".background").style("visibility", "hidden");
};

function showBrush() {
  d3.selectAll(".background").style("visibility", null);
};

d3.select("#dark-theme")
    .on("click", function() {
      d3.select("body").attr("class", "dark");
    });

d3.select("#light-theme")
    .on("click", function() {
      d3.select("body").attr("class", null);
    });

var width = document.body.clientWidth,
    height = d3.max([document.body.clientHeight-500, 240]);

var m = [40, 0, 10, 0],
    w = width - m[1] - m[3],
    h = height - m[0] - m[2];

var xscale = d3.scale.ordinal().rangePoints([0, w], 1),
    yscale = {},
    dragging = {};

var line = d3.svg.line(),
    axis = d3.svg.axis().orient("left").ticks(1+height/50),
    foreground,
    dimensions,                           
    n_dimensions,
    brush_count = 0;

var colors = {
  "Dairy and Egg Products": [28,100,52],
  "Spices and Herbs": [214,55,79],
  "Baby Foods": [185,56,73],
  "Fats and Oils": [30,100,73],
  "Poultry Products": [359,69,49],
  "Soups, Sauces, and Gravies": [110,57,70],
  "Vegetables and Vegetable Products": [120,56,40],
  "Sausages and Luncheon Meats": [1,100,79],
  "Breakfast Cereals": [271,39,57],
  "Fruits and Fruit Juices": [274,30,76],
  "Nut and Seed Products": [10,30,42],
  "Beverages": [10,28,67],
  "Finfish and Shellfish Products": [318,65,67],
  "Legumes and Legume Products": [334,80,84],
  "Baked Products": [37,50,75],
  "Sweets": [339,60,75],
  "Cereal Grains and Pasta": [56,58,73],
  "Pork Products": [339,60,49],
  "Beef Products": [325,50,39],
  "Lamb, Veal, and Game Products": [20,49,49],
  "Fast Foods": [60,86,61],
  "Meals, Entrees, and Sidedishes": [185,80,45],
  "Snacks": [189,57,75],
  "Ethnic Foods": [41,75,61],
  "Restaurant Foods": [204,70,41]
};

var legend = d3.select("#legend")
  .selectAll(".row")
    .data(d3.keys(colors).sort())
  .enter().append("div")
    .attr("class", "row");

legend
    .append("span")
    .text(function(d,i) { return d});  

legend
    .append("span")
    .style("background", function(d,i) { return color(d,0.85)})
    .attr("class", "color-block");

d3.select("#chart")
    .style("height", (h + m[0] + m[2]) + "px")

d3.selectAll("canvas")
    .attr("width", w)
    .attr("height", h)
    .style("padding", m.join("px ") + "px");

foreground = document.getElementById('foreground').getContext('2d');

foreground.strokeStyle = "rgba(0,100,160,0.1)";
foreground.lineWidth = 1.3;    // avoid weird subpixel effects

foreground.fillText("Loading...",w/2,h/2);

var svg = d3.select("svg")
    .attr("width", w + m[1] + m[3])
    .attr("height", h + m[0] + m[2])
  .append("svg:g")
    .attr("transform", "translate(" + m[3] + "," + m[0] + ")");

d3.csv("nutrients.csv", function(data) {
  // Convert quantitative scales to floats
  data = data.map(function(d) {
    for (var k in d) {
      if (k != "name" && k != "group" && k != "id")
        d[k] = parseFloat(d[k]) || 0;
    };
    return d;
  });

  // Extract the list of dimensions and create a scale for each.
  xscale.domain(dimensions = d3.keys(data[0]).filter(function(d) {
    return d != "name" && d != "group" && d != "id" &&(yscale[d] = d3.scale.linear()
        .domain(d3.extent(data, function(p) { return +p[d]; }))
        .range([h, 0]));
  }).sort());

  n_dimensions = dimensions.length;

  // Render full foreground
  paths(data, foreground, brush_count);

  // Add a group element for each dimension.
  var g = svg.selectAll(".dimension")
      .data(dimensions)
    .enter().append("svg:g")
      .attr("class", "dimension")
      .attr("transform", function(d) { return "translate(" + xscale(d) + ")"; })
      .call(d3.behavior.drag()
        .on("dragstart", function(d) {
          dragging[d] = this.__origin__ = xscale(d);
        })
        .on("drag", function(d) {
          dragging[d] = Math.min(w, Math.max(0, this.__origin__ += d3.event.dx));
          dimensions.sort(function(a, b) { return position(a) - position(b); });
          xscale.domain(dimensions);
          g.attr("transform", function(d) { return "translate(" + position(d) + ")"; });
          brush_count++;
        })
        .on("dragend", function(d) {
          brush();
          delete this.__origin__;
          delete dragging[d];
          d3.select(this).transition().attr("transform", "translate(" + xscale(d) + ")");
        }))

  // Add and store a brush for each axis.
  g.append("svg:g")
      .attr("class", "brush")
      .each(function(d) { d3.select(this).call(yscale[d].brush = d3.svg.brush().y(yscale[d]).on("brush", brush)); })
    .selectAll("rect")
      .style("visibility", null)
      .attr("x", -15)
      .attr("width", 30)
      .attr("rx", 0)
      .attr("ry", 0);

  // Add an axis and title.
  g.append("svg:g")
      .attr("class", "axis")
      .attr("transform", "translate(10,0)")
      .each(function(d) { d3.select(this).call(axis.scale(yscale[d])); })
    .append("svg:text")
      .attr("text-anchor", "middle")
      .attr("y", -16)
      .attr("x", -12)
      .attr("class", "label")
      .text(String);

  // Handles a brush event, toggling the display of foreground lines.
  function brush() {
    brush_count++;
    var actives = dimensions.filter(function(p) { return !yscale[p].brush.empty(); }),
        extents = actives.map(function(p) { return yscale[p].brush.extent(); });

    // hack to hide ticks beyond extent
    var b = d3.selectAll('.dimension')[0]
      .forEach(function(element, i) {
        var dimension = d3.select(element).data()[0];
        if (_.include(actives, dimension)) {
          var extent = extents[actives.indexOf(dimension)];
          d3.select(element)
            .selectAll('text')
            .style('display', function() { 
              var value = d3.select(this).text();
              return extent[0] <= value && value <= extent[1] ? null : "none"
            });
        } else {
          d3.select(element)
            .selectAll('text')
            .style('display', null);
        }
        d3.select(element)
          .selectAll('.label')
          .style('display', null);
      });
      ;
   
    // Get lines within extents
    var selected = [];
    data.map(function(d) {
      return actives.every(function(p, dimension) {
        return extents[dimension][0] <= d[p] && d[p] <= extents[dimension][1];
      }) ? selected.push(d) : null;
    });

    // Render selected lines
    paths(selected, foreground, brush_count);
  }

  function actives() {
    var actives = dimensions.filter(function(p) { return !yscale[p].brush.empty(); }),
        extents = actives.map(function(p) { return yscale[p].brush.extent(); });

    // Get lines within extents
    var selected = [];
    data.map(function(d) {
      return actives.every(function(p, i) {
        return extents[i][0] <= d[p] && d[p] <= extents[i][1];
      }) ? selected.push(d) : null;
    });

    return selected;
  };

  window.onresize = function() {
    width = document.body.clientWidth,
    height = d3.max([document.body.clientHeight-500, 220]);

    w = width - m[1] - m[3],
    h = height - m[0] - m[2];

    d3.select("#chart")
        .style("height", (h + m[0] + m[2]) + "px")

    d3.selectAll("canvas")
        .attr("width", w)
        .attr("height", h)
        .style("padding", m.join("px ") + "px");

    d3.select("svg")
        .attr("width", w + m[1] + m[3])
        .attr("height", h + m[0] + m[2])
      .select("g")
        .attr("transform", "translate(" + m[3] + "," + m[0] + ")");
    
    xscale = d3.scale.ordinal().rangePoints([0, w], 1).domain(dimensions);
    dimensions.forEach(function(d) {
      yscale[d].range([h, 0]);
    });

    d3.selectAll(".dimension")
      .attr("transform", function(d) { return "translate(" + xscale(d) + ")"; })
    // update brush placement
    d3.selectAll(".brush")
      .each(function(d) { d3.select(this).call(yscale[d].brush = d3.svg.brush().y(yscale[d]).on("brush", brush)); })
    brush_count++;

    // update axis placement
    axis = axis.ticks(1+height/50),
    d3.selectAll(".axis")
      .each(function(d) { d3.select(this).call(axis.scale(yscale[d])); });

    // render data
    brush();
  };

  // Remove all but selected from the dataset
  d3.select("#keep-data")
    .on("click", function() {
      data = actives();

      dimensions.forEach(function(d,i) {
        yscale[d] = d3.scale.linear()
            .domain(d3.extent(data, function(p) { return +p[d]; }))
            .range([h, 0]);
      });

      // update brushes
      d3.selectAll(".brush")
        .each(function(d) { d3.select(this).call(yscale[d].brush = d3.svg.brush().y(yscale[d]).on("brush", brush)); })
      brush_count++;

      showTicks();

      // update axes
      d3.selectAll(".axis")
        .each(function(d,i) {
          d3.select(this)
            .transition()
            .ease(d3.ease('linear'))
            .duration(320)
            .delay(60*i)
            .call(axis.scale(yscale[d]));
        });

      // Render selected data
      paths(data, foreground, brush_count);
    });

  function paths(selected, ctx, count) {
    var n = selected.length,
        i = 0,
        opacity = d3.min([2/Math.pow(n,0.37),1]);

    d3.select("#data-count").text(data.length);
    d3.select("#selected-count").text(n);
    d3.select("#selected-bar").style("width", (100*n/data.length) + "%");
    d3.select("#opacity").text((""+opacity).slice(0,6));

    shuffled_data = _.shuffle(selected);

    // data table, sorted by first column
    var foodText = "";
    shuffled_data.slice(0,30).sort(function(a,b) {
      var col = d3.keys(a)[0];
      return a[col] < b[col] ? -1 : 1;
    })
    .forEach(function(d) {
      foodText += "<span class='color-block' style='background:" + color(d.group,0.85) + "'></span>" + d.name + "<br/>";
    });
    d3.select("#food-list").html(foodText);

    ctx.clearRect(0,0,w+1,h+1);
    function render() {
      var max = d3.min([i+12, n]);
      shuffled_data.slice(i,max).forEach(function(d) {
        path(d, foreground, color(d.group,opacity));
      });
      i = max;
      d3.select("#rendered-count").text(i);
      d3.select("#rendered-bar").style("width", (100*i/n) + "%");
    };

    // render all lines until finished or a new brush event
    (function animloop(){
      if (i >= n || count < brush_count) return;
      requestAnimFrame(animloop);
      render();
    })();
  };
});


function path(d, ctx, color) {
  if (color) ctx.strokeStyle = color;
  var x = xscale(0)-15;
      y = yscale[dimensions[0]](d[dimensions[0]]);   // left edge
  ctx.beginPath();
  ctx.moveTo(x,y);
  dimensions.map(function(p,i) {
    x = xscale(p),
    y = yscale[p](d[p]);
    ctx.lineTo(x, y);
  });
  ctx.lineTo(x+15, y);                               // right edge
  ctx.stroke();
};

function color(d,a) {
  var c = colors[d];
  return ["hsla(",c[0],",",c[1],"%,",c[2],"%,",a,")"].join("");
};

function position(d) {
  var v = dragging[d];
  return v == null ? xscale(d) : v;
}