cguastini · January 15, 2019 01:49
diff --git a/.block b/.block
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diff --git a/README.md b/README.md
diff --git a/countries3.json b/countries3.json
diff --git a/Country_Flags3.csv b/Country_Flags3.csv
diff --git a/countrydata5.json b/countrydata5.json
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diff --git a/imps3.csv b/imps3.csv
diff --git a/index.html b/index.html
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      visibility:hidden;
      background-color:white;
      position:absolute;
      z-index:999;
      /*border:5px solid red;*/
      box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
      border-radius:5px;
    }
    td {
      
      text-align:center;
      
      font-size:12px;
    }
    td.titletd {
      position:relative;
      width:100%;
      /*min-width:200px;*/
      font-size:12px;
      font-weight:bolder;
      height:24px;
     
      
    }
    td.subtd1 {
      border-top:1px solid #d3d3d3;
      width:30%;
      border-right:1px solid #d3d3d3;
      color:#888;
      height:35px;
      
      
    }
    td.subtd2 {
       border-top:1px solid #d3d3d3;
      width:70%;
      border-right:1px solid #d3d3d3;
    }
    .pietable {
      position:relative;
      width:100%;
      border-collapse:collapse;
      border-spacing:0px;
    }
    .scattercontainer {
      position:relative;
      top:10px;
      width:350px;
      height:290px;
      border-radius:5px;
      background-color:white;
      z-index:991;
      box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
      pointer-events:all;
    }
    .scattersvg {
      position:absolute;
      width:100%;
      height:100%;
    }
    .scatterrect {
      fill:#ebebeb;
      width:275px;
      height:200px;
      
    }
    .scatterc {
      fill-opacity:1;
      stroke:#696969;
      stroke-width:0.5;
    }
    .cactive {
      stroke:black;
      stroke-width:2;
    }
    
    .pietop{
      box-sizing: border-box;
      position:relative;
      margin:auto;
      margin-bottom:10px;
      width:200px;
      background-color:white;
      border-radius:5px;
      pointer-events:all;
      border:3px solid #d3d3d3;
      
    }
    .countrytd {
      width:80%;
      height:30px;
      color:#888;
      border-right:1px solid #d3d3d3;
    }
    .happinesstd {
      width:20%;
      font-weight:bolder;
    }
    .toptable {
      width:100%;
    }
    .masterpiecontainer {
      width:100%;
      text-align:center;
      position:relative;
      display:inline-block;
      
    }
   .pactive {
      border:3px solid #000;
    }
    .onoff {
      position:absolute;
      text-align:center;
      right:25px;
      pointer-events:none;
      display:none;
    }
    .charttitle {
      font-size:12px;
      position:absolute;
      left:50%;
      width:100%;
      top:10px;
      font-weight:bold;
      transform:translate(-50%,0);
    }
    .textfocus {
      position:absolute;
      font-size:11px;
      transform:translate(50px,50px);
      text-shadow:
   -1px -1px 0 #000,  
    1px -1px 0 #000,
    -1px 1px 0 #000,
     1px 1px 0 #000;
      color:white;
      font-weight:bolder;
      text-align:left;
      max-width:100px;
      
    }
    .maincountrytd {
      width:70%;
      text-align:center;
      font-size:14px;
      height:48px;
      font-weight:bolder;
    }
    .row12 {
      width:30%;
      height:48px;
    }
    .row31 {
      font-weight:bolder;
      font-size:14px;
    }
    .row21 {
      color:#777;
      
    }
    .row22 {
      color:#777;
    }
    .close {
      position:absolute;
      top:5px;
      right:5px;
      width:25px;
      height:25px;
      background-color:#ebebeb;
      border-radius:5px;
      box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
      color:black;
      pointer-events:all;
      cursor:pointer;
    }
    .close:hover {
      background-color:#696969;
      color:white;
    }
    .close:after{
      line-height:25px;
  display: inline-block;
      margin:auto;
  content: "\00d7"; /* This will render the 'X' */
 }
    .bartitle {
      width:100%;
      font-size:18px;
      font-weight:bolder;
      position:absolute;
      left:50%;
      top:75;
      transform:translate(-50%,0);
      text-align:center;
    }
    .surrender {
      position:absolute;
      display:none;
    }
    .barpop{
      width:400px;
      height:auto;
      background-color:white;
      box-shadow: 0 4px 8px 0 rgba(0, 0, 0, 0.2), 0 6px 20px 0 rgba(0, 0, 0, 0.19);
      border-radius:5px;
      position:absolute;
      font-size:14px;
      top:300px;
      left:350px;
      display:none;
    }
    .barp {
      margin-left:10px;
      margin-right:10px;
    }
    .barinfotitle {
      font-size:16px;
      text-align:center;
      font-weight:bold;
    }
    hr {
    border: 0;
    height: 1px;
    background-image: linear-gradient(to right, rgba(0, 0, 0, 0), rgba(120,120, 120, 0.75), rgba(0, 0, 0, 0));
 }
    .authorp {
      color:#777;
      font-size:14px;
      
      
    }
    .logo {
      
      width:200px;
      height:auto;
      top:50%;
      left:50%;
      position:absolute;
      transform:translate(-50%,-50%);
      
     
    }
    .title {
      display:block;
      vertical-align:middle;
    }
    .logodiv {
      width:250px;
      margin:auto;
      height:100px;
     position:relative;
      background-color:blue;
      border-radius:5px;
      background-image: linear-gradient(to right, #1a6bab , #46c3e7);
      
      
    }
  </style>
 </head>

 <body>
  
  
  <div class="titlediv">
    <p class="title">The Pursuit of Happiness</p>
    <div class="logodiv">
    <img src="https://wdvp.worldgovernmentsummit.org/assets/img/logo-IDVA.png" class="logo">
      </div>
    <p class="authorp">Corey Guastini</p>
  </div>
  <div class="section1div">
    <p class="section1p">Happiness is one of life's ultimate goals. A country's government should not impede that pursuit, but can it actually create happiness?</p><p>Each year, residents of countries across the world are polled to determine their happiness on a scale of 1 to 10. The results are published in the World Happiness Report. To assess the main influences of happiness in a country, a statistical model was developed that takes 19 country and government features as inputs and uses them to produce a predicted happiness score from 1 to 10. The features used capture characteristics including the general wealth of a country, health within the country, and resident attitudes toward the country's government and judicial system.</p><p>Analysis of 1000 random initializations of the statistical model revealed it achieved good skill with an average mean absolute error of 0.52 points on a test set. A useful quality of the model is its ability to return a list of the features that were most important in making accurate predictions of happiness. The top ten features are displayed below. Hover over each bar to see a more detailed description of the feature.</p>
  </div>
  
  <div class="barcontainer">
    <div class="bartitle">Feature Relative Importance</div>
    <div class="barpop">
      <p class="barinfotitle"></p>
      <hr>
      <p class="barp" id="barp"></p>
    </div>
  </div>
  <div class="section2div">
    <p>For the model, the most useful indicators of happiness are the general wealth of the country (GDP per Person), the amount of money the government spends on healthcare (Health Expenditure per Person), and a general feeling of security and faith in the judicial system (Rule of Law). The map below colors each country by its 1 to 10 score from the World Happiness Report. Click on a country to open an interactive pie chart displaying how the country stacks up in each of the 10 most important features in predicting happiness.</p>
  </div>
  <div class="svgcontainer">
    <div class="hpiecontainer">
      <table class="pietable">
        <tr>
          <td class="titletd" id="pietitle" colspan="2"></td>
        </tr>
        <tr>
          <td class="subtd1">Country</td>
          <td class="subtd2" id="piecountry"></td>
        </tr>
        <tr>
          <td class="subtd1">Value</td>
          <td class="subtd2" id="pievalue"></td>
        </tr>
        <tr>
          <td class="subtd1">Rank</td>
          <td class="subtd2" id="pierank"></td>
        </tr>
      </table>
    </div>
    <div class="onoff">
    <div class="close"></div>
    <div class="masterpiecontainer">
      <div class="pietop">
        <table class="toptable">
          <tr>
            <td class="countrytd">
              
            </td>
            <td class="happinesstd">
              
            </td>
          </tr>
        </table>
      </div>
    <div class="piecontainer">
      
    
      </div> <!--masterpie--> 
  </div>
    
    <div class="scattercontainer">
      <div class="charttitle" id="charttitle">Happiness vs. Happiness</div>
      <div class="textfocus" id="textfocus">
      </div>
  </div>
  </div> <!--onoff-->
    <div class="countryhcontainer">
      <table>
        <tr>
          <td class="maincountrytd"></td>
          <td class="row12"><img class="flagimage"></td>
        </tr>
        <tr>
          <td class="row21"></td>
          <td class="row22"></td>
        </tr>
        <tr>
          <td class="row31"></td>
          <td class="row32"></td>
        </tr>
      </table>
      
      
      
    </div>
    
      
    
  </div>
  
  <img class="surrender" id="surrender" src="https://upload.wikimedia.org/wikipedia/commons/a/ac/White_flag_of_surrender.svg">
  <script>
    
    d3.select(".close").on("click",function(d) {
      d3.select(".onoff").style("display","none");
      g.selectAll("path").classed("active",false);
      clickedcountry=null;
    })
    
    
    currentid="USA";
    clickedcountry=null;
    pie=d3.pie()
        .sort(null)
        .value(function(d) {
        return d.value;
      })
    arc = d3.arc()
   
    
    rangevals=[]
    for (i=0;i<61;i++) {
      rangevals.push(2+i*.1)
    }
    qualcolor=d3.scaleLinear()
      .domain([0,1,2,3,4,5,6,7,8,9])
      .range(['#8dd3c7','#ffffb3','#bebada','#fb8072','#80b1d3','#fdb462','#b3de69','#fccde5','#d9d9d9','#bc80bd']);
    //console.log(rangevals);
    color1=d3.scaleLinear()
      .domain([2,3,4,5,6,7])
      .range(['#d73027','#fc8d59','#fee090','#e0f3f8','#91bfdb','#4575b4']);    
    fd={};
    
    
    //plotting bar chart importances
    function loadimps () {
      d3.text("imps3.csv",function(error,data) {
        if (error) {
          console.log(error)
        }
        else {
          imps=d3.csvParseRows(data);
          imps10=imps.slice(0,10);
          recty.call(d3.axisLeft(bary).tickValues([0.5,1.5,2.5,3.5,4.5,5.5,6.5,7.5,8.5,9.5]).tickFormat(function(d) {
            return ylabels[imps10[Math.round(d)-1][0]]
          }));
            
            
           // d=>(ylabels[imps10[Math.round(d)-1][0]])));
          
          rects=rectg.selectAll("rect").data(imps10)
            .enter().append("rect")
          .attr("width",function(d) {
           return barx(d[1])-barx(0)
          })
          .attr("height",function(d,i) {
            return bary(1)-bary(.1);
          })
          .style("backgroundcolor","blue")
          .attr("x",function(d,i){
            return 250;
          })
          .attr("class","bar")
          .attr("y",function(d,i){
            return bary(i+.05);
          })
          .on("mouseover",function(d){
           
            d3.select(this).classed("activebar",true);
            d3.select(".barinfotitle").text(ylabels[d[0]]);
            var thisel=document.getElementById("barp");
            thisel.innerHTML=htmls[d[0]];
            
            var hel=document.getElementById("barback").getBoundingClientRect(); 
            d3.select(".barpop").style("left",(hel.left+350)+"px");
            d3.select(".barpop").style("display","block");
            displayed=1;
          })
          .on("mouseout",function(d){
            d3.select(".barpop").style("display","none");
            displayed=0;
            d3.select(this).classed("activebar",false);
          })
        }
      })
    }
    
    
    function loadurls() {
      d3.csv("Country_Flags3.csv",function(error,data){
        if (error) {
          console.log(error)
        }
        else {
         
          for (i=0;i<data.length;i++){
            fd[data[i].Country]=data[i].ImageURL;
          }
         
        }
      })
    }
    loadurls()
    
    mastervardict={
      "Healthpp":[],
      "RuleofLaw":[],
      "GDPpp":[],
      "Regulatory":[],
      "Effectiveness":[],
      "Unemployment":[],
      "Stability":[],
      "TaxBurden":[],
      "Edpp":[],
      "GINI":[],
      "WHS":[],
      "Corruption":[]
    }
    currentvar="WHS";
    mainkeys=Object.keys(mastervardict);
    
    function drawscatter() {
      var thismax= d3.max(mastervardict[currentvar], function(d) { return +d.value;} );
          var thismin= d3.min(mastervardict[currentvar], function(d) { return +d.value;} );
          scatterxa.domain([thismin,thismax]);
          scatterx.call(d3.axisBottom(scatterxa).ticks(5));
          var thisc=d3.select(".scatterg").selectAll("circle")
          .data(mastervardict[currentvar]);
      thisc.enter().append("circle")
      .attr("id",function(d) {return d.name+"circle"})
      .attr("class","scatterc")
            .attr("cx",function(d){
            return scatterxa(d.value);
          })
          .attr("cy",function(d){
            return scatterya(d.whs);
          })
          .attr("fill",function(d) {
           if (currentvar=="WHS") {
             return color1(d.whs);
           }
           else {
             return qualcolor(slices.indexOf(currentvar+"rank"))
           }
      })
          .attr("r","3px");
          thisc
            .attr("class","scatterc")
          .attr("id",function(d) {return d.name+"circle"})
            .attr("cx",function(d){
            return scatterxa(d.value);
          })
          .attr("cy",function(d){
            return scatterya(d.whs);
          })
          .attr("fill",function(d) {
           if (currentvar=="WHS") {
             return color1(d.whs);
           }
           else {
             return qualcolor(slices.indexOf(currentvar+"rank"))
           }
      })
          
          .attr("r","3px");
          thisc.exit().remove();
      
      var ismissing=maindata[currentid][currentvar];
      if (ismissing==-999){
        d3.select("#textfocus").style("left","-10000px");
      }
     d3.select("#"+currentid+"circle").each(function(d){
       d3.select("#textfocus").text(maindata[d.name].Country).style("top",scatterya(d.whs)+"px").style("left",(scatterxa(d.value))+"px")
       
     })
       
        d3.select(".scatterg").selectAll("circle").classed("cactive",false)
      d3.select("#"+currentid+"circle").classed("cactive",true);
     var thisel=d3.select("#"+currentid+"circle");
        
        thisel.each(function(){
          thisel._groups[0][0].parentNode.appendChild(this)
        }); 
    }
    
    function loadmain() {
      
      d3.json("countrydata5.json",function(error,data) {
       
        if (error) {
          console.log(error);
        }
        else {
          maindata=data;
          lenmain=Object.keys(maindata).length;
         
         
          for (var key in maindata) {
            var thise=maindata[key];
            for (i=0;i<mainkeys.length;i++) {
               if (thise[mainkeys[i]]!=-999) { mastervardict[mainkeys[i]].push({"name":key,"value":thise[mainkeys[i]],"whs":thise["WHS"]});
                                             }
            }
          }
          
          drawscatter();
           createpie("USA");
        }
      })
      
    }
    loadmain()
    
    var width = 900;
    var height = 560;
    var projection = d3.geoMercator()
      .scale(width /2 / Math.PI)
      
      .translate([width / 2, height / 2])

    var path = d3.geoPath()
      .projection(projection);
    var svg = d3.select(".svgcontainer").append("svg")
      
    .attr("class","svgmain")
    .style("overflow","hidden")
    .style("stroke","red")
      .attr("height", height)
    /////////////////
    // scatter plot settings
    ////////////////
    var scattersvg=d3.select(".scattercontainer").append("svg")
    .attr("width","100%")
    .attr("height","100%")
    .attr("class","scatterback");
    scatterg=scattersvg.append("g").attr("class","scatterg")
 .style("transform","translate(50px,40px)");
    scattergr=scatterg.append("rect")
      .attr("class","scatterrect");
    var scatterx=scattersvg.append("g");
    var scattery=scattersvg.append("g");
    scattery
      .attr("transform","translate(50,40)")
    .style("stroke-width","0.5px")
       .style("font-size","12px");
    scatterx
      .attr("transform","translate(50,240)")
    .style("stroke-width","0.5px")
    .style("font-size","12px");
    scatterx.append("text").attr("id","xtext").text("World Happiness Score")
    .attr("fill","black")
    .attr("text-anchor","middle")
    .attr('x',"133px")
    .attr('y','35px');
    scatterx.append("text").attr("id","ytext").text("World Happiness Score")
    .attr("fill","black")
    .attr("text-anchor","middle")
    .attr('x',"100px")
    .attr("transform","rotate(-90)")
    .attr('y','-25px');
    var scatterxa=d3.scaleLinear().range([0,275]);
    scatterxa.domain([1,5000]);
    scatterx.call(d3.axisBottom(scatterxa).ticks(5));
    var scatterya=d3.scaleLinear().range([0,200]);
    scatterya.domain([9,1]);
    scattery.call(d3.axisLeft(scatterya).ticks(5));
    
    
    ////////////////
    // bar chart settings
    ////////////////
    displayed=0;
    var widthbar=1000;
    var heightbar=550;
    var barsvg=d3.select(".barcontainer").append("svg")
      .attr("width",widthbar)
      .attr("height",heightbar)
    .attr("id","barback")
      .style("stroke","black")
       .on("mouseout",function(d) {
         if (displayed==1){
      d3.select(".barpop").style("display","none");
           displayed=0;
         }
    })
       
      .attr("class","barback");
    var rectg=barsvg.append("g");
    var rectx=barsvg.append("g");
    var recty=barsvg.append("g");
    recty
      .attr("transform","translate(250,0)")
    .style("stroke-width","0.5px")
       .style("font-size","14px");
    rectx
      .attr("transform","translate(250,500)")
    .style("stroke-width","0.5px")
    .style("font-size","14px");
    
    var barx=d3.scaleLinear().range([0,500]);
    barx.domain([0,.4]);
    rectx.call(d3.axisBottom(barx));
    var bary=d3.scaleLinear().range([50,500]);
    bary.domain([0,10]);
    

  zoom=d3.zoom()
    .scaleExtent([1,8])
     .on('zoom',zoomed);
   svg.call(zoom);
   g=svg.append("g"); 
    colorbar=svg.append("g")
    .attr("class","colorbar");
    colorbar.attr("transform","translate(50,500)")
    var colorx=d3.scaleLinear().range([0,250]);
    colorx.domain([2,8]);
    colorbar.call(d3.axisBottom(colorx).ticks(8).tickFormat(d3.format("d")));
    colorbar.selectAll("rect").data(rangevals).enter().append("rect")
      .attr("x",function(d) {
         return colorx(d);
    })
    .attr("stroke","none")
      .attr("width",function(d,i) {
     
      if (i<60) {
      return ((colorx(d+.12))-colorx(d))
      }
    })
       .attr("height",25)
        .attr("y",-25)
      .attr("fill",function(d){
      return color1(d);
    });
    
    colorbar.append("text").attr("x","120px").attr("y","-40px").text("World Happiness Score").style("fill","#777").style("font-size","12px");
    
    function move(el,container) {
      
      var thisel=el[0];
      var thiscon=container[0];
      var elbounding=thisel.getBoundingClientRect();
      var conbounding=thiscon.getBoundingClientRect();
     
      if (elbounding.bottom>conbounding.bottom) {
        d3.select(thisel).style("transform","translate(-50%,"+(-1*elbounding.height-50)+"px)")
      
      }
      if (elbounding.right>conbounding.right) {
       
        d3.select(thisel).style("right",conbounding.right)
        
      }
      else {
        d3.select(thisel).style("right","");
      }
    }
    
   function rendermap1() { 
    d3.json("countries3.json",function(error,data){
      
      var u=g.selectAll("path")
      .data(data.features);
      u.enter()
        .append("path")
      .attr("id",function(d) {
        return d.id+"path";
      })
        .attr("d",path)
      .style("fill",function(d) {
        
        var thisd=maindata[d.id];
        if (typeof(thisd)!="undefined") {
         
          return color1(thisd.WHS)
        }
        else {
          return "#ebebeb"
        }
      })
         .attr("class","lines")
      .on("click",function(d){
        if (d.id in maindata) {
        createpie(d.id);
        currentid=d.id;
        clickedcountry=d.id;
        d3.select(".pietop").classed("pactive",true);
        g.selectAll("path").classed("active",false);
       d3.select(this).classed("active",true); d3.select(".countrytd").text(maindata[currentid].Country+" happiness")
        d3.select(".happinesstd").text(Math.round(maindata[d.id].WHS*10)/10)
        drawscatter();
        d3.select(".onoff").style("display","block");
        }
      })
      //MOUSEOVER
        .on("mouseover",function(d) {
       
        var thisel=d3.select(this);
       
        thisel.each(function(){
          thisel._groups[0][0].parentNode.appendChild(this)
        });
        d3.select(".flagimage").attr("src",document.getElementById("surrender").src);
        d3.select(".flagimage").attr("src",fd[d.properties.name]);
        d3.select(".maincountrytd").text(d.properties.name);
        d3.select(".row21").text("World Happiness Score");
        d3.select(".row22").text("Rank");
        if (typeof(maindata[d.id])!="undefined") {
          d3.select(".row31").text(Math.round(maindata[d.id].WHS*10)/10);
          d3.select(".row32").text(maindata[d.id].WHSrank+" of "+lenmain);
        }
        else {
          d3.select(".row31").text("N/A");
          d3.select(".row32").text("N/A");
        }

        d3.select(".countryhcontainer").style("visibility","visible");
        var hel=document.getElementsByClassName("svgcontainer")[0].getBoundingClientRect();
        
        var xpos=d3.event.clientX;
        var ypos=d3.event.clientY;
       
        d3.select(".countryhcontainer")
          .style("top",(ypos-hel.top)+"px")
          .style("left",(xpos-hel.left)+"px")
          .style("transform","translate(-50%,50px)");
        d3.select(this).classed("active",true)
        move(document.getElementsByClassName("countryhcontainer"),document.getElementsByClassName("svgcontainer"));
        
      })
      
      //MOUSEMOVE
      .on("mousemove",function(d) {
         var hel=document.getElementsByClassName("svgcontainer")[0].getBoundingClientRect();
        var xpos=d3.event.clientX;
        var ypos=d3.event.clientY;
        d3.select(".countryhcontainer")
          .style("top",(ypos-hel.top)+"px")
          .style("left",(xpos-hel.left)+"px")
          .style("transform","translate(-50%,50px)");
        move(document.getElementsByClassName("countryhcontainer"),document.getElementsByClassName("svgcontainer"));
      })
      .on("mouseout",function(d) {
        if (d.id!=clickedcountry) {
          d3.select(this).classed("active",false)
        }
       var thisel=d3.select("#"+clickedcountry+"path");
        
        thisel.each(function(){
          thisel._groups[0][0].parentNode.appendChild(this)
        });
         d3.select(".countryhcontainer").style("visibility","hidden");
      });
    })
   }//end rendermap1  
 function zoomed() {
  
  var t = d3.event.transform;
  g
  .selectAll("path")
  .attr("transform",t);
 }
    
  var piesvg =  d3.select(".piecontainer")
      .append("svg")
      .attr("class","piesvg");
     piebackg=piesvg.append("g")
     .style("pointer-events","all")
     .attr("transform","translate(100,100)");
    pieg=piesvg.append("g")
      .attr("transform","translate(100,100)");
       
   
    rendermap1();
    loadimps();
    function isInArray(value, array) {
      return array.indexOf(value) > -1;
     }
    function sortNumber(a,b) {
        return a - b;
    }
    function createbackpie() {
      
      var thissel=piebackg.selectAll("path").data(slices);
      thissel.enter().append("path")
      .on("mouseover",function(d) {
       
        d3.select(".pietop").classed("pactive",false);
        var cleaned=d.replace("rank","");
        currentvar=cleaned;
        drawscatter();
        var thisd=maindata[currentid];
       
        var thisval=thisd[cleaned];
        var thisar=[];
        for (var key in maindata) {
          if (maindata[key][cleaned] != -999) {
            thisar.push(+maindata[key][cleaned])
          }
        }
        thisar=thisar.sort(sortNumber);
         if (desc.indexOf(cleaned)!=-1) {
         thisar= thisar.reverse()
        }
      
        if (thisval!=-999) {
          var idx=thisar.indexOf(thisval)+1;
        }
        else {
          thisval="N/A";
          idx="N/A";
        }
       
        var thislen=thisar.length;
        d3.select("#pietitle").text(stitles[d]);
        d3.select("#piecountry").text(thisd.Country);
        d3.select("#pievalue").text(thisval+" "+units[d]);
        d3.select("#pierank").text(idx+" of "+thislen);
        if (units[d]!=""){
        d3.select('#xtext').text(stitles[d]+" ("+units[d]+")")
        }
        else {
          d3.select('#xtext').text(stitles[d]);
        }
        d3.select('#ytext').text(stitles["WHSrank"])
        d3.select('#charttitle').text("Happiness vs. "+stitles[d]);
        //turn everything white
        pieg.selectAll("path")
          .style("stroke","#d3d3d3");
        var thisel=d3.select("#slice"+d);
        
        thisel.each(function(){
          thisel._groups[0][0].parentNode.appendChild(this)
        });
        //turn selected black
        d3.select("#slice"+d)
        .style("stroke","black")
        .style("stroke-width","3px");
        
        
        d3.select(".hpiecontainer").style("visibility","visible");
        var hel=document.getElementsByClassName("svgcontainer")[0].getBoundingClientRect();
       
        var xpos=d3.event.clientX;
        var ypos=d3.event.clientY;
      
        d3.select(".hpiecontainer")
          .style("top",(ypos-hel.top)+"px")
          .style("left",(xpos-hel.left)+"px")
          .style("transform","translate(-300px,-75px)");
        
      })
      .on("mousemove",function(d) {
           var hel=document.getElementsByClassName("svgcontainer")[0].getBoundingClientRect();
        var xpos=d3.event.clientX;
        var ypos=d3.event.clientY;
       
        d3.select(".hpiecontainer")
          .style("top",(ypos-hel.top)+"px")
          .style("left",(xpos-hel.left)+"px")
          .style("transform","translate(-300px,-75px)");
      })
      .on("mouseout",function(d) {
        d3.select(".pietop").classed("pactive",true);
       currentvar="WHS";
        d3.select('#xtext').text(stitles["WHSrank"])
        d3.select('#charttitle').text("Happiness vs. "+"Happiness");
   drawscatter(); d3.select(".hpiecontainer").style("visibility","hidden");
         pieg.selectAll("path")
         .style("stroke-width","1px")
          .style("stroke","#d3d3d3");
        for (i=0;i<slices.length;i++) {
          var thisel=d3.select("#slice"+slices[i]);
          thisel.each(function() {
            thisel._groups[0][0].parentNode.appendChild(this)
          })
        }
      })
      .style("cursor","pointer")
      .attr("stroke", "#d3d3d3")
      
      .attr("fill","#ebebeb")
      .attr("d",function(d,i){
         
         return arc(
          {
           innerRadius: 0,
  outerRadius: 100,
  startAngle: i*(2*Math.PI)/10,
  endAngle: i*(2*Math.PI)/10+(2*Math.PI/10) 
          }
          );
      
                           });
      
    } //end createbackpie
    
    function createpie(country) {
    
      var thiscdata=maindata[country];
     
      var thisd=[];
      for (i=0;i<slices.length;i++) {
        if (slices[i] in thiscdata) {
          thisd.push({"var":slices[i],"value":thiscdata[slices[i]]});
        }
        else {
          thisd.push({"var":slices[i],"value":null});
        }
      }
     
      var thissel=pieg.selectAll("path").data(thisd);
      thissel.enter().append("path")
      .attr("stroke", "#d3d3d3")
      .attr("class","pielines")
      .style("stroke-width","1px")
      .attr("fill",function(d,i) {
        return qualcolor(i);
      })
      .style("pointer-events","none")
      .attr("id",function(d) {
     
        return "slice"+d.var;
      })
      .attr("d",function(d,i){
     
        var thislen=Object.keys(mastervardict[d.var.replace("rank","")]).length;
        
        if (d.value==null){
      
          plotval=thislen;
        }
        else {
          plotval=d.value;
        }
        if (plotval==thislen) {
          plotval=thislen-1;
        }
         return arc(
          {
           innerRadius: 0,
  outerRadius: (1-(plotval/thislen))*100,
  startAngle: i*(2*Math.PI)/10,
  endAngle: i*(2*Math.PI)/10+(2*Math.PI/10) 
          }
          );
      
                           });
      thissel.transition()
        .attr("d",function(d,i){
     
        thislen=Object.keys(mastervardict[d.var.replace("rank","")]).length;
        if (d.value==null){
       
          plotval=thislen;
        }
        else {
          plotval=d.value;
        }
        //avoid weird transitions if outer radius is 0, not technically correct, but important for a clean visualization
        if (plotval==thislen) {
          plotval=thislen-1;
        }
         return arc(
          {
           innerRadius: 0,
  outerRadius: (1-(plotval/thislen))*100,
  startAngle: i*(2*Math.PI)/10,
  endAngle: i*(2*Math.PI)/10+(2*Math.PI/10) 
          }
          );
      
                           });
     } //end createpie
    
    
    /////////////////////////////////
    // constant data
    /////////////////////////////////
    desc=[
      "GDPpp",
      "Healthpp",
      "RuleofLaw",
      "Regulatory",
      "Effectiveness",
      "Stability",
      "Corruption",
      //"Edpp"
    ]
    ylabels= {
      "healthpp":"Health Expenditure per Person",
      "rl":"Rule of Law",
      "gdpp":"GDP per Person",
      "rq":"Regulatory Quality",
      "ge":"General Government Effectiveness",
      "unem":"Unempolyment",
      "stab":"Political Stability",
      "tb":"Tax Burden",
      "edpp":"Education Expenditure per Person",
      "gini":"GINI Index",
      "cc":"Control of Corruption"
    }
   // htmls= {
 //      "healthpp":"From <a href=\"https://data.worldbank.org/indicator/SH.XPD.CHEX.PP.CD?year_high_desc=true\">The World Bank</a>, this is the amount of money (in international dollars) the government spends on healthcare per capita.",
 //      "rl":"From <a href=\"http://info.worldbank.org/governance/wgi/#doc\">The World Bank</a>, this metric captures perceptions of the extent to which agents have confidence in and abide by the rules of society, and in particular the quality of contract enforcement, property rights, the police, and the courts, as well as the likelihood of crime and violence.",
 //      "gdpp":"From <a href=\"https://www.heritage.org/index/explore\">The Heritage Foundation</a>, gross domestic product per capita per year.",
 //      "rq":"From <a href=\"http://info.worldbank.org/governance/wgi/#doc\">The World Bank</a>, this metric captures perceptions of the ability of the government to formulate and implement sound policies and regulations that permit and promote private sector development.",
 //     "ge":"From <a href=\"http://info.worldbank.org/governance/wgi/#doc\">The World Bank</a>, this metric captures perceptions of the quality of public services, the quality of the civil service and the degree of its independence from political pressures, the quality of policy formulation and implementation, and the credibility of the government's commitment to such policies.",
 //      "unem":"From <a href=\"https://www.heritage.org/index/explore\">The Heritage Foundation</a>, percent unempolyment.",
 //      "stab":"From <a href=\"http://info.worldbank.org/governance/wgi/#doc\">The World Bank</a>, this metric perceptions of the likelihood of political instability and/or politicallymotivated violence, including terrorism.",
 //      "tb":"From <a href=\"https://www.heritage.org/index/explore\">The Heritage Foundation</a>, tax burden is the individual tax rate plus the corporate tax rate plus the total tax as a percentage of GDP.",
 //      "edpp":"From <a href=\"https://www.worldgovernmentsummit.org/\">The World Government Summit</a>, this is the amount of money (in USD) the government spends on education per capita.",
 //      "gini":"From <a href=\"https://www.cia.gov/library/publications/the-world-factbook/rankorder/2172rank.html\">The World Factbook</a>, GINI measures the degree of inequality in the distribution of family income in a country. The more nearly equal a country's income distribution, the lower its GINI."
 //    }
    
    htmls= {
      "healthpp":"From The World Bank, this is the amount of money (in international dollars) the government spends on healthcare per capita.",
      "rl":"From The World Bank, this metric captures perceptions of the extent to which agents have confidence in and abide by the rules of society, and in particular the quality of contract enforcement, property rights, the police, and the courts, as well as the likelihood of crime and violence.",
      "gdpp":"From The Heritage Foundation, gross domestic product per capita.",
      "rq":"From The World Bank, this metric captures perceptions of the ability of the government to formulate and implement sound policies and regulations that permit and promote private sector development.",
     "ge":"From The World Bank, this metric captures perceptions of the quality of public services, the quality of the civil service and the degree of its independence from political pressures, the quality of policy formulation and implementation, and the credibility of the government's commitment to such policies.",
      "unem":"From The Heritage Foundation, percent unemployment.",
      "stab":"From The World Bank, this metric captures perceptions of the likelihood of political instability and/or politically motivated violence, including terrorism.",
      "tb":"From The Heritage Foundation, tax burden is the individual tax rate plus the corporate tax rate plus the total tax as a percentage of GDP.",
      "edpp":"From The World Government Summit, this is the amount of money (in USD) the government spends on education per capita.",
      "gini":"From The World Factbook, GINI measures the degree of inequality in the distribution of family income in a country. The more nearly equal a country's income distribution, the lower its GINI.",
      "cc":"From The World Bank, this metric captures perceptions of the extent to which public power is exercised for private gain, including both petty and grand forms of corruption, as well as \"capture\" of the state by elites and private interests."
    }
    
    slices = [
      
      
      "GDPpprank",
      "Healthpprank",
      "RuleofLawrank",
      "Regulatoryrank",
      "TaxBurdenrank",
      "Stabilityrank",
      "Effectivenessrank",
      "Unemploymentrank",
      
      
      "GINIrank",
      "Corruptionrank"
    ]
    stitles={
      "Healthpprank":"Health Expenditure per Person",
      "RuleofLawrank":"Rule of Law",
      "GDPpprank":"GDP per Person",
      "Regulatoryrank":"Regulatory Quality",
      "Effectivenessrank":"General Government Effectiveness",
      "Unemploymentrank":"Unemployment",
      "Stabilityrank":"Political Stability",
      "TaxBurdenrank":"Tax Burden",
      "Edpprank":"Education Expenditure per Person",
      "GINIrank":"GINI Index",
      "WHSrank":"World Happiness Score" ,
      "Corruptionrank":"Control of Corruption"
    }
    units={
      "Healthpprank":"dollars",
      "RuleofLawrank":"",
      "GDPpprank":"dollars",
      "Regulatoryrank":"",
      "Effectivenessrank":"",
      "Unemploymentrank":"percent",
      "Stabilityrank":"",
      "TaxBurdenrank":"percent",
      "Edpprank":"dollars",
      "GINIrank":"",
      "WHSrank":"",
      "Corruptionrank":""
    }
    createbackpie();
  </script>
 </body>
	gdpp	0.38913599575975166
	healthpp	0.16114508528472363
	rl	0.10491592913527832
	rq	0.03875816368479701
	tb	0.03540721815310015
	stab	0.035081167385820414
	ge	0.03423051875444256
	unem	0.0328119563789111
	gini	0.03015744040552501
	cc	0.024192846073433024
	edpp	0.02384480672642366
	women	0.021712786715844038
	healthper	0.01495241984436349
	civlib	0.010395414168945495
	gov	0.010175433160008176
	edper	0.008838842193088748
	govper	0.008811232031515924
	polrights	0.008404328041158293
	schoollife	0.007028416102869786