FWC2018_prediction.html

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    <center><H3><font face="dusha_plusregular" color="white" size="6px">2018 Fifa World Cup Russia </font><font color="white" size="6px">predictions - And the Winner is...</font></H3>
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    <center><br><p><font color="gray" size="2px">Visualization and numbers by <font color="white">Andrew Yuan</font></font></center>
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[-5,5],[8,16],[0,23]],[[8381,6587],[-16,-93],[-12,-47],[-15,49],[-3,42],[16,57],[23,44],[12,-18],[-5,-34]],[[5909,4650],[-16,18],[-18,9],[-11,10],[-11,15]],[[5844,5117],[10,7],[30,-1],[57,4]],[[3052,7697],[-15,-34],[-5,-13]],[[2952,7539],[40,11],[9,-11]],[[2896,7366],[-14,22],[-4,48]],[[2522,6928],[-11,-9],[5,-16]],[[2316,6812],[-15,-28],[-6,-25]],[[1746,7055],[-5,30],[-18,33],[-13,7],[-3,16],[-15,3],[-10,16],[-26,6],[-7,9],[-4,31],[-27,58],[-23,80],[1,14],[-12,19],[-22,48],[-3,47],[-15,31],[6,48],[-1,49],[-9,45],[11,54]],[[1551,7699],[3,52],[4,52]],[[1558,7803],[-5,78],[-9,49],[-8,27],[3,11],[40,-20],[15,-54],[7,15],[-4,47],[-10,48]],[[5816,3910],[12,-1],[13,-9],[10,6],[14,-5]],[[5840,4289],[-21,-8],[-16,-23],[-3,-20],[-10,-4],[-24,-48],[-16,-37],[-9,-1],[-9,6],[-31,7]]]}

//==========================================================================================================//
//= Setup                                                                                                  =//
//==========================================================================================================//

  var margin = {top: 15, right: 10, bottom: 5, left: 100},
      width = 1800 - margin.left - margin.right,
      height = 900 - margin.top - margin.bottom;
  //    height = 533 - margin.top - margin.bottom;

  var color = {"background": "#444",
              "circleHome": "#9ECCFF",
              "circleAway": "#B96359",
              "circleNeutral": "white",
              "axis": "#eee",
              "text": "#fff",
              "line": "#eee",
              "gray": "#666",
              "groupGray": {"A": "#333", "B": "#666", "C": "#555", "D": "#888", "E": "#777", "F": "#AAA", "G": "#999", "H": "#CCC"}, //grayscale
              "group": {"A": "#2A3A85", "B": "#FCD412", "C": "#61AA25", "D": "#DB2624", "E": "#0193D9", "F": "#F09D0C", "G": "#09621D", "H": "#86001A"}}; // Fifa Colors


// CIRCLE GRAPH
  var widthCircle = width/2
  var heightCircle = height
  var cxCircle = widthCircle/2
  var cyCircle = heightCircle/2
  var levelsCircle = 6
  var rLevel = (cxCircle)/(levelsCircle)
  var radius = cxCircle

  var nodeAttr = {"fill": color.circleNeutral,
                  "stroke": color.line,
                  "r": 7,
                  "stroke-width": "3px",
                  "opacity": 1}

  var nodeHighlight = {"fill": "#7273B0",
                      "stroke": "black",
                      "stroke-width": "3px",
                      "r": 30}

  var probAttr = {"font-size": "18px",
                "font-style": "normal", 
                "font-weight": "bold",
                "fill": "white",
                "text-anchor": "middle",
                "vertical-align": "middle",
                "display": "none"}

  var probHighlight = {"display": "inline"}

                /*d3.select(this).attr("fill", function(d, i) {return color.circleNeutral});
                d3.select(this).attr("stroke", function(d, i) {return color.line});
                d3.select(this).attr("r", nodeRadius);*/

  var linkAttr = {"stroke": color.line,
                  "stroke-width": "2px",
                  "fill": "none"}

  var linkHighlight = {"stroke": "#1659F5",
                  "stroke-width": "4px",
                  "fill": "none"}

  var posAdjust = 20;

  var colorScale = d3.scale.linear()
  .domain([1, 0.2, 0]) // values elevation (m)
  .range(["#ccc", "#aaa", "#333"]) // green to red
//  .range(["red", "#C3C959", "#97F597"]) // green to red
//  .range(["#A6ABDF", "#474159"]) // colors
  .interpolate(d3.interpolateHcl)

// BAR CHART
  var spacing = 150,
      barLeft = widthCircle + spacing,
      barRight = width - 50,
      rankSpacing = 250,
      barTop = margin.top,
      barBottom = height/2 - rankSpacing,
      barWidth = 15

  var yBarScale = d3.scale.linear()
      .domain([0, .25])
      .rangeRound([barBottom, barTop]);

  var xBarScale = d3.scale.linear()
      .domain([1, 32])
      .range([barLeft, barRight]);

  var xRankScale = d3.scale.linear()
      .domain([1, 70])
      .range([barLeft - barWidth, barRight]);

// MAP
  var mapLeft = barLeft - spacing/2
      mapRight = barRight + spacing/4
      mapTop = barBottom + rankSpacing
      mapBottom = height
      cxMap = mapLeft + (mapRight - mapLeft)/2
      cyMap = mapTop + (mapBottom - mapTop)/2


  var rBubbleScale = d3.scale.linear()
      .domain([0, 1])
      .range([2, 40]);


// FRAME
  var svg = d3.select("svg")
      .attr("width", width + margin.left + margin.right)
      .attr("height", height + margin.top + margin.bottom)
    .append("g")
      .attr("transform", "translate(" + margin.left + "," + margin.top + ")");

  svg.append("rect")
      .attr({
          "x": -margin.left,
          "y": -margin.top,
          "width": width + margin.left + margin.right,
          "height": height + margin.top + margin.bottom,
          "stroke": color.line,
          "stroke-width": .5,
          "fill": "#111",
          "opacity": 1
      })

/*
  svg.append("image")
    .attr({
        "xlink:href": "img/background.jpg",
        "preserveAspectRatio": "none",
        "width": width + 3*margin.left + margin.right,
        "height": height + margin.top + margin.bottom,
        "x": -2*margin.left,
        "y": -margin.top
      });
*/
  svg.append("line")
      .attr({
          "x1": widthCircle + spacing/4,
          "x2": widthCircle + spacing/4,
          "y1": margin.top,
          "y2": height - margin.bottom - margin.top,
          "stroke": color.line,
          "stroke-width": .5
      })

  svg.append("line")
      .attr({
          "x1": widthCircle + spacing/2,
          "x2": width - margin.right,
          "y1": barBottom + rankSpacing + 40,
          "y2": barBottom + rankSpacing + 40,
          "stroke": color.line,
          "stroke-width": .5
      })


//==========================================================================================================//
//============================================= CIRCULAR ===================================================
//=============================================  GRAPH   ===================================================
//==========================================================================================================//


    //==========================================================================================================//
    //= Calculate nodes positions and rotation                                                                 =//
    //==========================================================================================================//

      var nodePosition = {}

      for (i in data.nodes) {
          node = data.nodes[i]
          if (node.level == 4) rotation = - 22.5 * node.position + 11.25;
          else if (node.level == 3) rotation = - 45 * node.position + 22.5;
          else if (node.level == 2) rotation = - 90 * node.position + 45;
          else if (node.level == 1) rotation = 180 * node.position - 180;
          r =  rLevel * node.level
          x = cxCircle + Math.sin(rotation * Math.PI / 180) * r
          y = cyCircle - Math.cos(rotation * Math.PI / 180) * r
          nodePosition[node.node] = {'x': x, 'y': y, 'r': r, 'rotation': rotation}
      }

    //==========================================================================================================//
    //= Groups                                                                                                  =//
    //==========================================================================================================//

      var gGroups = svg.append("g")
              .attr("id", "groups")

      var arcBox = d3.svg.arc()
          .outerRadius(radius)
          .innerRadius(radius - 2* rLevel);

      var pie = d3.layout.pie()
          .sort(null)
          .value(function(d) { return 1; });

      var gGroupsBox = gGroups.selectAll(".arc")
          .data(pie(data.groups))
          .enter().append("g")
          .attr({
            "class": "arc",
            "transform": "translate(" + cxCircle + ", " + cyCircle + ")"});

      gGroupsBox.append("path")
          .attr({
            "d": arcBox,
            "fill": function(d) {return color.group[d.data.group]; },
            "opacity": .15,
            "stroke": "black",
            "stroke-width": "1px",
            "stroke-opacity": 10});

      // ARC BORDER - Transparency of 1st Arc makes borders transparent also
      gGroupsBox.append("path")
          .attr({
            "d": arcBox,
            //"fill": function(d) { return "#eee"; },
            "fill": "none",
            "opacity": 1,
            "stroke": color.line,
            "stroke-width": "1px",
            "stroke-opacity": 1});


      // INNER and OUTER RINGS
      var arcInner = d3.svg.arc()
          .outerRadius(radius - 2* rLevel + rLevel/3)
          .innerRadius(radius - 2* rLevel);

      var gRings = gGroups.selectAll(".arcInner")
          .data(pie(data.groups))
          .enter().append("g")
          .attr({
            "class": "arcInner",
            "transform": "translate(" + cxCircle + ", " + cyCircle + ")"});

      gRings.append("path")
          .attr({
            "id": function(d) {return d.data.node},
            "class": function(d) {return d.data.group},
            "d": arcInner,
            "fill": function(d) {return color.gray; },
            //"fill": function(d) {return color.groupGray[d.data.group]; },
            "opacity": 1,
            "stroke": color.line,
            "stroke-width": "1px"});

      var arcOuterRing = d3.svg.arc()
          .outerRadius(radius)
          .innerRadius(radius - 5);

      gRings.append("path")
          .attr({
            "id": function(d) {return d.data.node},
            "class": function(d) {return d.data.group},
            "d": arcOuterRing,
            "fill": function(d) {return color.gray; },
            //"fill": function(d) {return color.groupGray[d.data.group]; },
            "opacity": 1,
            "stroke": color.line,
            "stroke-width": "1px"});


      // LABELS
      var gLabel = gGroups.selectAll(".arcLabel")
          .data(data.groups)
          .enter().append("g")
          .attr({
            "class": "arcLabel"});

      gLabel.append("text")
          .attr({
            "x": function(d) { return cxCircle; },
            "y": function(d) { 
                              rotation = nodePosition[d.node].rotation;
                              if (-270 < rotation && rotation < -90) return cyCircle + rLevel * 4 + rLevel/4
                              else return cyCircle - rLevel * 4 - rLevel/16},
            //"x": 10,
            //"y": 10,
            "font-size": "20px",
            "font-style": "normal", 
            "font-weight": "bold",
            "fill": function(d) { return "white"; },
            "text-anchor": "middle",
            "transform": function(d, i) {
                              rotation = nodePosition[d.node].rotation;
                              if (-270 < rotation && rotation < -90) rotation = rotation + 180;
                              return "rotate(" + rotation + " " + cxCircle + " " + cyCircle + ")";}
          })
          .text(function(d) { return d.label; });


    //==========================================================================================================//
    //= Teams                                                                                                  =//
    //==========================================================================================================//


      var gTeams = svg.append("g")
              .attr("id", "barchart")

      var gTeamsNames = gTeams.selectAll("#teams")
              .data(data.teams)
              .enter().append("g")
              .attr("id", "teams")

      gTeamsNames.append("text")
              .text(function(d) { return d.name; })
              .attr({
                "id": function(d) { return d.abrev + d.node},
                "class": function(d) { return d.abrev },
                "x": function(d) { 
                    if (d.position <= 32) return 2*rLevel - rLevel/2;
                    else return (2*radius)-(2*rLevel - rLevel/2)},
                "y": function(d) { return cyCircle; },
                "font-size": "18px",
                "font-style": "normal", 
                "font-weight": "normal",
                "fill": function(d) { return color.text; },
                "text-anchor": function(d) {
                    if (d.position <= 32) return "end";
                    else return "start"},
                "transform": function(d, i) { 
                    if (d.position <= 32) rotation = - 5.625 * (d.position) + 92;
                    else rotation = - 5.625 * (d.position-32) + 94;
                    return "rotate(" + rotation + " " + cxCircle + " " + cyCircle + ")"; }})
              .on("mouseover", function(d){
                    d.nodes.forEach(function (d, i) {
                                      node = gNodes.select("circle#" + d.node)
                                      node.transition().delay(0).duration(100)
                                          .attr(nodeHighlight)
                                          .attr('fill', colorScale(d.probability));
                                      prob = gNodes.select("text#" + d.node)
                                      prob.attr(probHighlight);
                                      prob.text(parseFloat(d.probability*100).toFixed(1) + '%')
                                      edge = gLinks.select("path.link#" + d.node)
                                      edge.attr(linkHighlight)
                                      
                    })
                    d3.selectAll("." + d.group).attr("fill", color.group[d.group])
                    d3.selectAll("text." + d.abrev) .attr({"fill": "#1659F5"});
                    gRankTeams.selectAll("#" + d.abrev).attr('stroke', '#1659F5')
                    gMapBubble.selectAll("#" + d.abrev).attr('fill', '#1659F5')
              })
              .on("mouseout", function(d){
                    d.nodes.forEach(function (d, i) {
                                      node = gNodes.select("#" + d.node)
                                      node.transition().delay(100).duration(100).attr(nodeAttr)
                                      prob = gNodes.select("text#" + d.node)
                                      prob.attr(probAttr);
                                      edge = gLinks.select("path#" + d.node)
                                      edge.attr(linkAttr)
                    })
                    resetCharts()
              })


    //==========================================================================================================//
    //= Teams probability label                                                                                =//
    //==========================================================================================================//

      var gTeamsProb = gTeamsNames.append("g")
              .attr("id", "teamsProb")

        gTeamsProb.append("text")
              .text("")
              .attr({
                "id": function(d) { return d.name + d.node}, 
                "x": function(d) { 
                    if (d.position <= 32) return 2*rLevel+5;
                    else return (2*radius)-(2*rLevel+5)},
                "y": function(d) { return cyCircle; },
                "font-size": "18px",
                "font-style": "normal", 
                "font-weight": "bold",
                "display": "normal",
                "fill": function(d) { return colorScale(0); },
                "text-anchor": function(d) {
                    if (d.position <= 32) return "start";
                    else return "end"},
                "transform": function(d, i) { 
                    if (d.position <= 32) rotation = - 5.625 * (d.position) + 92;
                    else rotation = - 5.625 * (d.position-32) + 94;
                    return "rotate(" + rotation + " " + cxCircle + " " + cyCircle + ")"; }})


    //==========================================================================================================//
    //= Edges                                                                                                  =//
    //==========================================================================================================//

      path = function(d) {
          var curvature = .3;

          origin = d.node
          destiny = d.edge
          origX = nodePosition[origin].x
          origY = nodePosition[origin].y
          origR = nodePosition[origin].r
          origRot = nodePosition[origin].rotation

          destX = nodePosition[destiny].x
          destY = nodePosition[destiny].y
          destR = nodePosition[destiny].r
          destRot = nodePosition[destiny].rotation

          var x0 = origX,
              y0 = origY,
              x1 = cxCircle + Math.sin(origRot * Math.PI / 180) * (origR - rLevel * curvature)
              y1 = cyCircle - Math.cos(origRot * Math.PI / 180) * (origR - rLevel * curvature)
              x2 = cxCircle + Math.sin(destRot * Math.PI / 180) * (destR + rLevel * curvature)
              y2 = cyCircle - Math.cos(destRot * Math.PI / 180) * (destR + rLevel * curvature)
              x3 = destX,
              y3 = destY

          return "M" + x0 + "," + y0
               + "L" + x1 + "," + y1
               + "L" + x2 + "," + y2
               + "L" + x3 + "," + y3;
      }
      
      var gLinks = svg.append("g")
              .attr("id", "link")

      var link = gLinks.selectAll(".link")
              .data(data.nodes.slice(0, data.nodes.length-1))
              .enter().append("path")
              .attr({"class": "link",
                    "id": function(d) {return d.node},
                    "d": path})
              .attr(linkAttr)


    //==========================================================================================================//
    //= Nodes                                                                                                  =//
    //==========================================================================================================//

      var gNodes = svg.append("g")
              .attr("id", "nodes")

      gNodes.selectAll(".circle")
              .data(data.nodes)
              .enter()
              .append("circle")
              .attr({
                "id": function(d) { return d.node; },
                "cx": function(d) { return cxCircle; },
                "cy": function(d) { return cyCircle - (rLevel * d.level); }})
              .attr("transform", function(d, i) { 

                                      rotation = nodePosition[d.node].rotation
                                      d.rotation = rotation
                                      return "rotate(" + rotation + " " + cxCircle + " " + cyCircle + ")"; })
              .on("mouseover", function(d){
                    d3.select(this).attr('fill', '#1659F5');
                    node = d.node;
                    gMapBubble.selectAll("circle").attr({"r": 0})

                    gTeamsProb.selectAll("text")
                        .text(function(d, i){
                            if (node.indexOf(d.node) >= 0 || node == "final"){
                              for (var i in d.nodes) {
                                  if (d.nodes[i].node == node){
                                    d.probability = d.nodes[i].probability
                                    d3.selectAll("." + d.group + "#" + d.node).attr("fill", color.group[d.group])
                                    gBarTeams.selectAll("." + d.group).attr("fill", color.group[d.group])
                                    d3.selectAll("text#" + d.abrev + d.node) .attr("fill", "#1659F5");
                                    d3.selectAll("text#" + d.abrev) .attr("fill", "#1659F5");
                                    gRankTeams.selectAll("#" + d.abrev).attr('stroke', '#1659F5')
                                    gMapBubble.selectAll("#" + d.abrev).attr('fill', '#1659F5')

                                    gMapBubble.selectAll("#" + d.abrev)
                                      .transition()
                                      .duration(500)
                                      .attr({"r": rBubbleScale(Math.sqrt(d.probability))})

                                    return parseFloat(d.probability*100).toFixed(1) + '%';
                                  }
                              }
                            }
                        })
                        .attr({
                          "fill": function(d){return colorScale(d.probability)}
                        })
              })
              .on("mouseout", function(d){
                    d3.select(this).attr(nodeAttr)
                    resetCharts()
              })
              .transition()
              .delay(function(d, i) { return (d.level*200);})
              .duration(1000)
              .attr(nodeAttr)

      gNodes.selectAll(".probability")
              .data(data.nodes)
              .enter().append("text")
              .text('100%')
              .attr({
                "id": function(d) { return d.node; },
                "x": function(d) { return nodePosition[d.node].x; },
                "y": function(d) { return nodePosition[d.node].y + 6; }})
              .attr(probAttr)


//==========================================================================================================//
//=============================================   BAR    ===================================================
//=============================================  CHART   ===================================================
//==========================================================================================================//

    //==========================================================================================================//
    //= Bar chart                                                                                              =//
    //==========================================================================================================//
      
      var gBar = svg.append("g")
              .attr("id", "bar")

      var gBarTeams = gBar.selectAll("#teams")
              .data(data.teams.slice(0, data.teams.length/2))
              .enter().append("g")
              .attr("id", "teams")

      gBarTeams.append("text")
              .text(function(d) { return d.name})
              .attr({
                "id": function(d) {return d.abrev},
                "class": function(d) {return d.abrev},
                "x": function(d) { return xBarScale(d.probOrder)},
                "y": function(d) { return yBarScale(0)},
                "font-size": "18px",
                "font-style": "normal", 
                "font-weight": "normal",
                "fill": function(d) { return color.text; },
                "text-anchor": "end",
                "transform": function(d, i) {
                    rotation = -90;
                    cx = xBarScale(d.probOrder) + barWidth/2;
                    cy = yBarScale(0);
                    return "rotate(" + rotation + " " + cx + " " + cy + ")"; }})
              .on("mouseover", function(d){
                    d.nodes.forEach(function (d, i) {
                                      node = gNodes.select("circle#" + d.node)
                                      node.transition().delay(0).duration(100)
                                          .attr(nodeHighlight)
                                          .attr('fill', colorScale(d.probability));
                                      prob = gNodes.select("text#" + d.node)
                                      prob.attr(probHighlight);
                                      prob.text(parseFloat(d.probability*100).toFixed(1) + '%')
                                      edge = gLinks.select("path#" + d.node)
                                      edge.attr(linkHighlight)
                                  })
                    d3.selectAll("." + d.group).attr("fill", color.group[d.group])
                    d3.selectAll("text." + d.abrev) .attr({"fill": "#1659F5"});
                    gRankTeams.selectAll("#" + d.abrev).attr('stroke', '#1659F5')
                    gMapBubble.selectAll("#" + d.abrev).attr('fill', '#1659F5')
              })
              .on("mouseout", function(d){
                    d.nodes.forEach(function (d, i) {
                                      node = gNodes.select("#" + d.node)
                                      node.transition().delay(100).duration(100).attr(nodeAttr)
                                      prob = gNodes.select("text#" + d.node)
                                      prob.attr(probAttr);
                                      edge = gLinks.select("path#" + d.node)
                                      edge.attr(linkAttr)
                                  })
                    resetCharts()
              })

      var yAxis = d3.svg.axis()
          .scale(yBarScale)
          .tickSize(1)
          .ticks(5)
          //.tickPadding(1)
          //.tickValues([0, .1, .2, .3, .4, .5])
          .tickFormat(d3.format(".0%"))
          .orient("left");

      gBar.append("g")
          .attr({
              "class": "y axis",
              "fill": "white",
//              "stroke": "black",
              //"font-weight": "normal"
          })
          .call(yAxis)
          .attr("transform", "translate(" + xBarScale(0)+ ",0)");

      gBar.selectAll(".vLines").data([0, .05, .1, .15, .20])
          .enter().append("line")
          .attr({
              "x1": xBarScale(0),
              "x2": xBarScale(32),
              "y1": function(d) { return yBarScale(d)},
              "y2": function(d) { return yBarScale(d)},
              "stroke": color.line,
              "stroke-width": .4
          })

      gBar.append("text")
          .text("Champion Probability")
          .attr({
              "x": xBarScale(4),
              "y": yBarScale(.1),
              "font-size": "60px",
              "font-weight": "bold",
              "font-style": "normal",
              "fill": "gray",
              "opacity": .4
          })

      gBarTeams.append("rect")
              .attr({
                "id":function(d) { return d.abrev},
                "class": function(d) { return d.group},
                "x": function(d) { return xBarScale(d.probOrder)},
                "y": function(d) { return yBarScale(0)},
                "height": 0,
                "width": 0,
                "opacity": 1
              })
              .transition()
              .duration(750)
              .attr({
                "x": function(d) { return xBarScale(d.probOrder)-barWidth/2},
                "y": function(d) {
                    for (var i in d.nodes) {
                        if (d.nodes[i].node == "final"){
                            d.probability = d.nodes[i].probability
                        }
                    }
                    return yBarScale(d.probability)},
                "width": barWidth,
                "height": function(d) {return yBarScale(0)-yBarScale(d.probability)},
                "fill": function(d) {return color.gray},
                "opacity": 1
                //"fill": function(d) {return color.group[d.group]},
              })

    //==========================================================================================================//
    //= Ranking lines                                                                                          =//
    //==========================================================================================================//


      gBar.selectAll(".rankLines").data([1, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70])
          .enter().append("line")
          .attr({
              "x1": function(d) { return xRankScale(d)},
              "x2": function(d) { return xRankScale(d)},
              "y1": (barBottom + rankSpacing - 5),
              "y2": (barBottom + rankSpacing + 5),
              "stroke": "black",
              "stroke-width": .4
          })

      var xRankAxis = d3.svg.axis()
          .scale(xRankScale)
          .tickSize(1)
          //.ticks(12)
          .tickPadding(10)
          .tickValues([1, 5, 10, 15, 20, 25, 30, 35, 40, 45, 50, 55, 60, 65, 70])
          //.tickFormat(d3.format(".0%"))
          .orient("bottom");

      gBar.append("g")
          .attr({
              "class": "x axis",
              "fill": "white"
          })
          .call(xRankAxis)
          .attr("transform", "translate(0, " + (barBottom + rankSpacing) + ")");


      gBar.append("text")
          .text("Fifa Ranking Position")
          .attr({
              "x": xBarScale(4),
              "y": (barBottom + 4*rankSpacing/5),
              "font-size": "60px",
              "font-weight": "bold",
              "font-style": "normal",
              "fill": "gray",
              "opacity": .4
          })

      rankPath = function(d) {
          var curvature = .3;

          origX = xBarScale(d.probOrder)
          origY = barBottom + rankSpacing/2

          destX = xRankScale(d.rank)
          destY = barBottom + rankSpacing

          var x0 = origX,
              y0 = origY,
              x1 = origX
              y1 = origY + (destY - origY) * curvature
              x2 = destX
              y2 = destY - (destY - origY) * curvature
              x3 = destX,
              y3 = destY

          return "M" + x0 + "," + y0
               + "C" + x1 + "," + y1
               + " " + x2 + "," + y2
               + " " + x3 + "," + y3;
      }
      
        gRankTeams = gBarTeams.append("g")
        gRankTeams.append("path")
              .attr({"class": "rankLink",
                    "id": function(d) {return d.abrev},
                    "d": rankPath})
              .attr({
                "stroke-width": 1,
                "stroke": "gray",
                "fill": "none"
              })

        gRankTeams.append("circle")
              .attr({"class": "rankDot",
                    "id": function(d) {return d.abrev},
                    "stroke-width": 2,
                    "stroke": "gray",
                    "fill": "white",
                    "cx": function(d) {return xBarScale(d.probOrder)},
                    "cy": (barBottom + rankSpacing/2),
                    "r": 5
              })


//==========================================================================================================//
//=============================================   MAP    ===================================================
//=============================================  CHART   ===================================================
//==========================================================================================================//

    //==========================================================================================================//
    //= Map chart                                                                                              =//
    //==========================================================================================================//


      var projection = d3.geo.equirectangular() //d3.geo.mercator()  //
          .center([0, 20])
          .scale(120)
          .rotate([-10,0])
          .translate([cxMap, cyMap])
          .clipExtent([[mapLeft, mapTop], [mapRight, mapBottom]]);

      var mapPath = d3.geo.path()
          .projection(projection);

      
      var gMap = svg.append("g")
              .attr("id", "map")

      gMap.selectAll("path")
        .data(topojson.object(topology, topology.objects.countries).geometries)
        .enter()
        .append("path")
        .attr({
            "d": mapPath,
            "stroke": "white",
            "stroke-width": ".5px",
            "fill": color.gray
        })

      var gMapBubble = gMap.selectAll("#bubble")
              .data(data.teams.slice(0, data.teams.length/2))
              .enter().append("g")
              .attr("id", "bubble")

      gMapBubble.append("circle")
        .attr({"id":function(d) { return d.abrev}, 
              "class":function(d) { return d.abrev}, 
              "cx": function(d) { return projection([d.geo.lng, d.geo.lat])[0]},
              "cy": function(d) { return projection([d.geo.lng, d.geo.lat])[1]},
              "fill": "red",
              "opacity": .4,
              "r": 0
        })
        .on("mouseover", function(d){
              d.nodes.forEach(function (d, i) {
                                node = gNodes.select("circle#" + d.node)
                                node.transition().delay(0).duration(100)
                                    .attr(nodeHighlight)
                                    .attr('fill', colorScale(d.probability));
                                prob = gNodes.select("text#" + d.node)
                                prob.attr(probHighlight);
                                prob.text(parseFloat(d.probability*100).toFixed(1) + '%')
                                edge = gLinks.select("path#" + d.node)
                                edge.attr(linkHighlight)
                            })
              d3.selectAll("." + d.group).attr("fill", color.group[d.group])
              d3.selectAll("text." + d.abrev) .attr({"fill": "#1659F5"});
              gRankTeams.selectAll("#" + d.abrev).attr('stroke', '#1659F5')
              gMapBubble.selectAll("#" + d.abrev).attr('fill', '#1659F5')
        })
        .on("mouseout", function(d){
              d.nodes.forEach(function (d, i) {
                                node = gNodes.select("#" + d.node)
                                node.transition().delay(100).duration(100).attr(nodeAttr)
                                prob = gNodes.select("text#" + d.node)
                                prob.attr(probAttr);
                                edge = gLinks.select("path#" + d.node)
                                edge.attr(linkAttr)
                            })
              resetCharts()
        })
        .transition()
        .duration(500)
        .attr({"r": function(d) { 
                      for (var i in d.nodes) {
                          if (d.nodes[i].node == "final"){
                              d.probability = d.nodes[i].probability
                          }
                      }
                      return rBubbleScale(Math.sqrt(d.probability))},
        })
/*
      // zoom and pan
      var zoom = d3.behavior.zoom()
          .on("zoom",function() {
              gMap.attr("transform","translate("+ 
                  d3.event.translate.join(",")+")scale("+d3.event.scale+")");
              gMap.selectAll("path")  
                  .attr("d", mapPath.projection(projection)); 
        });

      svg.call(zoom)
*/
//==========================================================================================================//
//============================================  FUNCTIONS  =================================================
//==========================================================================================================//

  function resetCharts() {

      gTeamsProb.selectAll("text").text("")
      gRings.selectAll("path").attr("fill", color.gray)
      gTeamsNames.selectAll("text").attr("fill", color.text);
      gBarTeams.selectAll("text").attr("fill", color.text);
      gBarTeams.selectAll("rect")
              .attr("fill", color.gray)
/*              .transition()
              .duration(750)
              .attr({
                "y": function(d) {
                    for (var i in d.nodes) {
                        if (d.nodes[i].node == "final"){
                            d.probability = d.nodes[i].probability
                        }
                    }
                    return yBarScale(d.probability)},
                "height": function(d) {return yBarScale(0)-yBarScale(d.probability)}
              })
*/

      gRankTeams.selectAll("path").attr('stroke', 'gray')
      gRankTeams.selectAll("circle").attr('stroke', 'gray')
      gMapBubble.selectAll("circle").attr({
              'fill': 'red',
              "r": 0
        })
        .transition()
        .duration(0)
        .attr({"r": function(d) { 
                      for (var i in d.nodes) {
                          if (d.nodes[i].node == "final"){
                              d.probability = d.nodes[i].probability
                          }
                      }
                      return rBubbleScale(Math.sqrt(d.probability))},
        })
  }


</script>
      
    </div>
  </div>
</div>

<div id="contact">
  <div class="title">
    <h2><A NAME="getintouch">Get in touch</A></h2>
    <span class="byline">I will be glad to hear from you!</span> </div>
  <ul class="contact">
    <li><a href="https://www.facebook.com/andrew.yuan.9" class="icon icon-facebook"><span></span></a></li>
    <li><a href="https://www.linkedin.com/in/andrewgky" class="icon icon-linkedin"><span>LinkedIn</span></a></li>
    <li><a href="https://plus.google.com/u/0/+AndrewYuanGK" class="icon icon-google-plus"><span>Google+</span></a></li>
    <li><a href="https://twitter.com/AndrewGKYuan" class="icon icon-twitter"><span>Twitter</span></a></li>
    <li><a href="https://github.com/andrewyuan" class="icon icon-github"><span>Github</span></a></li>
    <li><a href="mailto:andrew.gk.yuan@gmail.com" class="icon icon-envelope"><span>Gmail</span></a></li>
  </ul>
  <p>Copyright (c) 2018 Andrew Yuan | Photos by <a href="#">Me</a> | Design by <a href="http://www.freecsstemplates.org/" rel="nofollow">CSS Templates</a>.</p>
</div>
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