andreaderrico2/2d341107f93d618e5ef4.zip

## 2d341107f93d618e5ef4.zip

      
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## README.md

      
    Raw
  

              README.md
            
          
    Visual Analytics Exam
Data here: http://hdr.undp.org/en/content/human-development-index-hdi
link utili
http://www.b-eye-network.com/view/3355
http://charliepark.org/slopegraphs/
Legend:
GNI: Gross national income, the total domestic and foreign output claimed by residents of a country, consisting of gross domestic product (GDP), plus factor incomes earned by foreign residents
HDI: Human Development Index, is a composite statistic (composite index) of life expectancy, education, and per capita income indicators, which are used to rank countries into four tiers of human development.
LIFE: Life expectancy at birth

  
## index.css
body {
  font: 12px sans-serif;
  margin: 0;
  padding: 0;
}

.diagonal {
  stroke-width: 0.5;
  stroke: black;
}

.dot {
  opacity: 0.7;
  stroke: transparent;
  stroke-width: 4;
}
.dot:hover {
  opacity: 1;
}

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

.tick, .legend {
  font: 10px sans-serif;
}

.line {
  stroke-width: 0.5;
  opacity: 0.7;
  pointer-events: none;
}

.line:hover {

}

.line.highlighted {
  stroke-width: 2;
  opacity: 1;
}

.dot.highlighted {
  opacity: 1;
  r: 4;

}

.text.highlighted {
  opacity: 1;
}

.select_countries {
  position: fixed;
  top: 5px;
  left: 10px;
}

.selected_country {
  position: fixed;
  bottom: 20px;
  left: 160px;
}

.select_aspect {
  position: fixed;
  top: 5px;
  left: 400px;
}

.legend {
  opacity: 0.6;
  cursor: pointer;
  position: fixed;
}

.legend rect {
  stroke: black;
}

.legend:hover {
  opacity: 1;
}

.selected {
  opacity: 1;
  stroke-width: 2;
  r: 4;
}

.transparent {
  stroke-width: 4;
  opacity: 0;
}

## index.html
<!DOCTYPE html>
<html>
  <head>
    <meta charset="utf-8">
    <title>Visual Analytics Exam</title>
    <script src="http://d3js.org/d3.v3.min.js"></script>
    <link href="index.css" rel="stylesheet" type="text/css">
  </head>
  <body onload="myBrowser()">
    <svg width="960px" height="500px"></svg>
    <script src="index.js"></script>
  </body>
</html>

## index.js
var svg = d3.select('svg');

var first = true;

var global_data;

var selected_aspect = 'GNI';

var continent_color = d3.scale.ordinal()
  .domain(['Oceania','Europe','America','Asia','Africa','World'])
  .range(["#1F77B4","#FF7F0E","#2CA02C","#D62728","#8C564B","#fff"]);

// header

var header = svg.append('rect')
  .attr({
    width: 960,
    height: 30,
    fill: 'lightgrey'
  });

// scatterplot

var scatterplot_W = 400;
var scatterplot = svg.append('g')
  .attr({
    transform: 'translate(500,55)'
  });

var legend = svg.selectAll('.legend')
    .data(continent_color.domain())
  .enter().append('g')
    .attr('class', 'legend')
    .attr('transform', function(d, i) { return 'translate(' + ((i*65)+220) + ', 8)'; })
    .on('click', function(d){
      d3.selectAll('.legend').classed("selected", false);
      d3.select(this).classed("selected", true);
      draw_charts(global_data, d, selected_aspect)
    });

  legend.append('rect')
    .attr('x', scatterplot_W - 12)
    .attr('width', 12)
    .attr('height', 12)
    .style('fill', continent_color);

  legend.append('text')
    .attr('x', scatterplot_W - 18)
    .attr('y', 6)
    .attr('dy', '.35em')
    .style('text-anchor', 'end')
    .text(function(d) { return d; });

var scatter_GNI = d3.scale.linear()
  .range([scatterplot_W,0]);

var scatter_selected_aspect = d3.scale.linear()
  .range([scatterplot_W,0]);

var scatter_HDI = d3.scale.linear()
  .range([0,scatterplot_W]);

// slopegraph

var D = 350;
var slopegraph = svg.append('g')
  .attr({
    transform: 'translate(40,55)'
  });

var slopegraph_selected_aspect = d3.scale.linear()
  .range([scatterplot_W,0]);

var slopegraph_HDI = d3.scale.linear()
  .range([scatterplot_W,0]);

var select_countries = d3.select("body").append("div")
  .attr("class","select_countries")
  .append("select")

var select_aspect = d3.select("body").append("div")
  .attr("class","select_aspect")
  .append("select")

select_aspect.append('option')
  .text('GNI')
  .attr('value','GNI')

select_aspect.append('option')
  .text('LIFE')
  .attr('value','LIFE')

slopegraph.append('line')
  .attr({
    x1: 0,
    y1: 0,
    x2: 0,
    y2: scatterplot_W,
    stroke: '#CCC'
  });

slopegraph.append('line')
  .attr({
    x1: D,
    y1: 0,
    x2: D,
    y2: scatterplot_W,
    stroke: '#CCC'
  });

select_countries.on('input', function(){
    select(this.value); });

select_aspect.on('input', function(){
      d3.selectAll('.legend').classed('selected', false)
      draw_charts(global_data, "World", this.value)
      selected_aspect = this.value
 });


d3.csv('visual_analytics.csv', function(data) {

  data.forEach(function(d){
    d.HDI_value = +(d.HDI_value).replace(',','.');
    d.GNI_value = +(d.GNI_value).replace(',','.');
    d.LIFE_value = +(d.LIFE_value).replace(',','.');
  });

  global_data = data;

  draw_charts(data, "World", selected_aspect)
});

function draw_charts(data, continent, selected_aspect) {
  console.log(data)
  select("");
  select_countries.node().value = "Select country";

  legend.selectAll('.legend rect')
    .classed('selected', function(d){ return d == continent });

  scatter_HDI
    .domain([d3.min(data, function(d){ return d.HDI_value; }), d3.max(data, function(d){ return d.HDI_value; })]);

  scatter_selected_aspect
    .domain([d3.min(data, function(d){ return d[selected_aspect + '_value']; }), d3.max(data, function(d){ return d[selected_aspect + '_value']; })]);

  slopegraph_HDI
    .domain([d3.min(data, function(d){ return d.HDI_value; }), d3.max(data, function(d){ return d.HDI_value; })]);

  slopegraph_selected_aspect
    .domain([d3.min(data, function(d){return d[selected_aspect + '_value']; }), d3.max(data, function(d){ return d[selected_aspect + '_value']; })]);

  d3.selectAll('.title').remove();

  var title_selected_aspect = slopegraph.append('text')
  .attr({
    class: 'title',
    x: 0,
    y: 415,
  })
  .text(selected_aspect);

var title_HDI = slopegraph.append('text')
  .attr({
    class: 'title',
    x: D-20,
    y: 415,
  })
  .text('HDI');


  // Axes
  var axis_scatter_GNI = d3.svg.axis()
    .scale(scatter_selected_aspect)
    .orient('left')
    .tickFormat(d3.format('s'));

  d3.selectAll('.axis').remove();

  scatterplot.append('g')
      .attr('class', 'y axis')
      .call(axis_scatter_GNI)
    .append('text')
      .attr('class', 'label')
      .attr('transform', 'rotate(-90)')
      .attr('y', 6)
      .attr('dy', '.71em')
      .style('text-anchor', 'end')
      .text(function (d) {
    if (selected_aspect == "GNI") {
      return selected_aspect +' ($)'
          } else {
      return selected_aspect +' (years)'
          }
  });

  var axis_scatter_HDI = d3.svg.axis()
    .scale(scatter_HDI)
    .orient('bottom');

  scatterplot.append('g')
      .attr('class', 'x axis')
      .attr('transform', 'translate(0,' + scatterplot_W + ')')
      .call(axis_scatter_HDI)
    .append('text')
      .attr('class', 'label')
      .attr('x', scatterplot_W)
      .attr('y', -6)
      .style('text-anchor', 'end')
      .text('HDI');


  if (continent == "World") {
    data = data
  } else {
    data = data.filter(function(d) { return d.Continent == continent; });
  };

  // dots
  dots = scatterplot.selectAll('.dot')
    .data(data, function(d) {
      return d.Country;
    });

  var enter_dots = dots.enter().append('circle')
    .attr({
      class: 'dot',
      r: 2,
      fill: function(d) { return continent_color(d.Continent); }

    })
    .on('mouseover', function(d){
      highlight(d.Country);
    })
    .on('mouseout', function(d){
      highlight("");
    })
    .on('click', function(d){
      select(d.Country);
    });

  enter_dots.append('title');

  dots.select('title')
    .text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

  dots.transition(1000)
    .attr({
      cx: function(d) { return scatter_HDI(d.HDI_value); },
      cy: function(d) { console.log(selected_aspect); return scatter_selected_aspect(d[selected_aspect + '_value']); },
    })

  dots.exit().remove();


  var lines_transparent = slopegraph.selectAll('.transparent')
    .data(data, function(d) { return d.Country; });

  var enter_lines_transparent = lines_transparent.enter().append('line')
    .attr({
      class: 'transparent',
      x1: 0,
      x2: D
    });

  lines_transparent.append('title');

   lines_transparent.select('title')
     .text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

  lines_transparent
    .attr({
      y1: function(d){ return slopegraph_selected_aspect(d[selected_aspect + '_value']); },
      y2: function(d){ return slopegraph_HDI(d.HDI_value);},
      stroke: function(d){ return continent_color(d.Continent); }
    })
    .on('mouseover', function(d){
      highlight(d.Country);
    })
    .on('mouseout', function(d){
      highlight("");
    })
    .on('click', function(d){
      select(d.Country);
    });

  lines_transparent.exit().remove();


  // slopegraph

  // lines
  var lines = slopegraph.selectAll('.line')
    .data(data, function(d) { return d.Country });

  var enter_lines = lines.enter().append('line')
    .attr({
      class: 'line',
      x1: 0,
      x2: D
    })

  enter_lines.append('title')
    .text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

  lines.transition(1000)
    .attr({
      y1: function(d){ return slopegraph_selected_aspect(d[selected_aspect + '_value']); },
      y2: function(d){ return slopegraph_HDI(d.HDI_value);},
      stroke: function(d){ return continent_color(d.Continent); }
    });

  lines.exit().remove();

  var text_HDI = slopegraph.selectAll(".text_HDI")
    .data(data);

  var text_HDI_enter = text_HDI.enter().append("text")
    .attr("class","text text_HDI")
    .attr("x", D+3)
    .attr("font-family", "sans-serif")
    .attr("font-size", "9px")
    .attr('opacity',0)

  text_HDI
    .attr("y", function(d) { return slopegraph_HDI(d.HDI_value);})
    .text(function(d){ return d["HDI_value"]; });


  var text_selected_aspect = slopegraph.selectAll(".text_selected_aspect")
    .data(data);

  var text_selected_aspect_enter = text_HDI.enter().append("text")
    .attr("class","text text_selected_aspect")
    .attr("x", -5)
    .attr("font-family", "sans-serif")
    .attr("font-size", "9px")
    .attr('text-anchor', 'end')
    .attr('opacity',0)
    .attr("y", function(d) { return slopegraph_selected_aspect(d[selected_aspect + '_value']);})
    .text(function(d){ return d[selected_aspect + '_value']; });

  text_selected_aspect
    .attr("y", function(d) { return slopegraph_selected_aspect(d[selected_aspect + '_value']);})
    .text(function(d){ return d[selected_aspect + '_value']; });


  option_countries = select_countries.selectAll("option")
    .data([{ Country:'Select country' }].concat(data.sort(function(a,b){
    if (a.Country > b.Country) {
      return 1
    } else {
       return -1
    }
  })));

  enter_select = option_countries.enter()
    .append("option");

  option_countries
    .attr("value", function(d){ return d.Country; })
    .text(function(d){ return d.Country; });

  option_countries.exit().remove();

}

function highlight(what) {
  scatterplot.selectAll('.dot') // cambia nome a sta cosa! :D
    .classed('highlighted', function(d){ return d.Country == what;});

  slopegraph.selectAll('.line') // cambia nome a sta cosa! :D
    .classed('highlighted', function(d){ return d.Country == what;});

  slopegraph.selectAll('.text_HDI')
    .classed('highlighted', function(d){ return d.Country == what;});

  slopegraph.selectAll('.text_selected_aspect')
    .classed('highlighted', function(d){ return d.Country == what;});

}

function select(what) {
  scatterplot.selectAll('.dot') // cambia nome a sta cosa! :D
    .classed('selected', function(d){ return d.Country == what; });

  slopegraph.selectAll('.line') // cambia nome a sta cosa! :D
    .classed('selected', function(d){ return d.Country == what; });

  slopegraph.selectAll('.text_HDI')
    .classed('selected', function(d){ return d.Country == what; });

  slopegraph.selectAll('.text_selected_aspect')
    .classed('selected', function(d){ return d.Country == what; });
  select_countries.node().value = what;
}

function myBrowser() {
     if(navigator.userAgent.indexOf("Chrome") != -1 )
    {
    } else {
       alert('Si consiglia l\'utilizzo di Google Chrome per la visualizzazione della pagina');
    }
}

## thumbnail.png

      
    Raw
  

              thumbnail.png
            
          
## visual_analytics.csv

          
            Country
            HDI_rank
            GNI_rank
            HDI_value
            GNI_value
            LIFE_value
            LIFE_rank
            Continent

            
              Japan
              17
              24
              0,890
              36747
              83,6
              1
              Asia

            
              Korea (Republic of)
              15
              33
              0,891
              30345
              83,4
              2
              Asia

            
              Switzerland
              3
              9
              0,917
              53762
              82,6
              3
              Europe

            
              Australia
              2
              20
              0,933
              41524
              82,5
              4
              Oceania

            
              Italy
              26
              29
              0,872
              32669
              82,4
              5
              Europe

            
              Singapore
              9
              4
              0,901
              72371
              82,3
              6
              Asia

            
              Spain
              27
              32
              0,869
              30561
              82,1
              7
              Europe

            
              Iceland
              13
              26
              0,895
              35116
              82,1
              8
              Europe

            
              Sweden
              12
              13
              0,898
              43201
              81,8
              9
              Europe

            
              France
              20
              25
              0,884
              36629
              81,8
              10
              Europe

            
              Israel
              19
              34
              0,888
              29966
              81,8
              11
              Asia

            
              Hong Kong, China (SAR)
              16
              10
              0,891
              52383
              81,5
              12
              Asia

            
              Norway
              1
              6
              0,944
              63909
              81,5
              13
              Europe

            
              Canada
              8
              19
              0,902
              41887
              81,5
              14
              America

            
              Slovakia
              37
              38
              0,830
              25336
              81,2
              15
              Europe

            
              Belgium
              21
              22
              0,881
              39471
              81,1
              16
              Europe

            
              New Zealand
              7
              30
              0,910
              32569
              81,1
              17
              Oceania

            
              Netherlands
              4
              17
              0,915
              42397
              81,0
              18
              Europe

            
              Greece
              29
              40
              0,853
              24658
              80,8
              19
              Europe

            
              Germany
              6
              14
              0,911
              43049
              80,7
              20
              Europe

            
              Ireland
              11
              28
              0,899
              33414
              80,7
              21
              Europe

            
              Austria
              22
              15
              0,881
              42930
              80,5
              22
              Europe

            
              United Kingdom
              14
              27
              0,892
              35002
              80,5
              23
              Europe

            
              Luxembourg
              23
              7
              0,881
              58695
              80,5
              24
              Europe

            
              Finland
              24
              23
              0,879
              37366
              80,5
              25
              Europe

            
              Lebanon
              65
              69
              0,765
              16263
              80,0
              26
              Africa

            
              Chile
              41
              54
              0,822
              20804
              80,0
              27
              America

            
              Portugal
              42
              43
              0,822
              24130
              79,9
              28
              Europe

            
              Costa Rica
              68
              81
              0,763
              13012
              79,9
              29
              America

            
              Liechtenstein
              18
              2
              0,889
              87085
              79,9
              30
              Europe

            
              Cyprus
              32
              37
              0,845
              26771
              79,8
              31
              Europe

            
              Malta
              39
              35
              0,829
              27022
              79,8
              32
              Europe

            
              Slovenia
              25
              36
              0,874
              26809
              79,6
              33
              Europe

            
              Denmark
              10
              16
              0,900
              42880
              79,4
              34
              Europe

            
              Bahrain
              45
              31
              0,815
              32072
              79,3
              35
              Asia

            
              United States
              5
              11
              0,914
              52308
              78,9
              36
              America

            
              Brunei Darussalam
              30
              5
              0,852
              70883
              78,5
              37
              Asia

            
              Qatar
              31
              1
              0,851
              119029
              78,4
              38
              Asia

            
              Mongolia
              103
              108
              0,698
              8466
              77,9
              39
              Asia

            
              Czech Republic
              28
              42
              0,861
              24535
              77,7
              40
              Europe

            
              Algeria
              94
              83
              0,717
              12555
              77,7
              41
              Africa

            
              Panama
              66
              68
              0,765
              16379
              77,6
              42
              America

            
              Mexico
              71
              70
              0,756
              15854
              77,5
              43
              America

            
              Albania
              95
              105
              0,716
              9225
              77,4
              44
              Europe

            
              Uruguay
              50
              61
              0,790
              18108
              77,2
              45
              America

            
              Croatia
              47
              58
              0,812
              19025
              77,0
              46
              Europe

            
              United Arab Emirates
              40
              8
              0,827
              58068
              76,8
              47
              Asia

            
              Cuba
              44
              56
              0,815
              19844
              76,6
              48
              America

            
              Oman
              56
              18
              0,783
              42191
              76,6
              49
              Asia

            
              Colombia
              99
              87
              0,711
              11527
              76,5
              50
              America

            
              Lithuania
              36
              44
              0,834
              23740
              76,4
              51
              Europe

            
              Bosnia and Herzegovina
              86
              100
              0,731
              9431
              76,4
              52
              Europe

            
              Argentina
              49
              63
              0,808
              17297
              76,3
              53
              America

            
              Antigua and Barbuda
              61
              59
              0,774
              18800
              76,0
              54
              America

            
              Guyana
              122
              121
              0,638
              6341
              75,9
              55
              America

            
              Tunisia
              90
              93
              0,721
              10440
              75,9
              56
              Africa

            
              Saudi Arabia
              34
              12
              0,836
              52109
              75,5
              57
              Asia

            
              Andorra
              38
              21
              0,830
              40597
              75,4
              58
              Europe

            
              Barbados
              59
              78
              0,776
              13604
              75,4
              59
              America

            
              Saint Vincent and the Grenadines
              91
              95
              0,719
              10339
              75,3
              60
              America

            
              Libya
              55
              50
              0,784
              21666
              75,3
              61
              Africa

            
              Turkey
              69
              60
              0,759
              18391
              75,3
              62
              Asia

            
              Montenegro
              51
              75
              0,789
              14710
              75,2
              63
              Europe

            
              The former Yugoslav Republic of Macedonia
              85
              85
              0,732
              11745
              75,2
              64
              Europe

            
              Cape Verde
              123
              120
              0,636
              6365
              75,1
              65
              Africa

            
              Malaysia
              62
              49
              0,773
              21824
              75,0
              66
              Asia

            
              Nicaragua
              132
              137
              0,614
              4266
              74,8
              67
              America

            
              Peru
              82
              91
              0,737
              11280
              74,8
              68
              America

            
              Bahamas
              52
              52
              0,789
              21414
              74,8
              69
              America

            
              Saint Lucia
              97
              102
              0,714
              9251
              74,8
              70
              America

            
              Venezuela (Bolivarian Republic of)
              67
              64
              0,764
              17067
              74,6
              71
              America

            
              Hungary
              43
              53
              0,818
              21239
              74,6
              72
              Europe

            
              Armenia
              87
              111
              0,730
              7952
              74,6
              73
              Europe

            
              South Africa
              119
              84
              0,658
              11788
              74,6
              74
              Africa

            
              Estonia
              33
              45
              0,840
              23387
              74,4
              75
              Europe

            
              Thailand
              89
              80
              0,722
              13364
              74,4
              76
              Asia

            
              Grenada
              80
              96
              0,744
              10339
              74,3
              77
              America

            
              Saint Kitts and Nevis
              74
              55
              0,750
              20150
              74,3
              78
              America

            
              Kuwait
              46
              3
              0,814
              85820
              74,3
              79
              Asia

            
              Jordan
              78
              89
              0,745
              11337
              74,1
              80
              Asia

            
              Iran (Islamic Republic of)
              75
              79
              0,749
              13451
              74,0
              81
              Asia

            
              Ecuador
              98
              98
              0,711
              9998
              74,0
              82
              America

            
              Georgia
              79
              116
              0,744
              6890
              73,9
              83
              Asia

            
              Belize
              84
              101
              0,732
              9364
              73,9
              84
              Asia

            
              Serbia
              77
              90
              0,745
              11301
              73,9
              85
              Europe

            
              Romania
              54
              62
              0,785
              17433
              73,8
              86
              Europe

            
              Honduras
              129
              138
              0,617
              4138
              73,8
              87
              America

            
              Mauritius
              63
              66
              0,771
              16777
              73,6
              88
              Asia

            
              Sri Lanka
              73
              103
              0,750
              9250
              73,6
              89
              Asia

            
              Bulgaria
              58
              72
              0,777
              15402
              73,5
              90
              Europe

            
              Jamaica
              96
              110
              0,715
              8170
              73,5
              91
              America

            
              Dominican Republic
              102
              92
              0,700
              10844
              73,4
              92
              America

            
              Palestine, State of
              107
              129
              0,686
              5168
              73,2
              93
              Asia

            
              Seychelles
              72
              41
              0,756
              24632
              73,2
              94
              Africa

            
              Samoa
              106
              134
              0,694
              4708
              73,2
              95
              Oceania

            
              Brazil
              81
              76
              0,744
              14275
              72,8
              96
              America

            
              Suriname
              101
              73
              0,705
              15113
              72,7
              97
              America

            
              El Salvador
              115
              113
              0,662
              7240
              72,6
              98
              America

            
              China
              92
              88
              0,719
              11477
              72,5
              99
              Asia

            
              Palau
              60
              82
              0,775
              12823
              72,4
              100
              Oceania

            
              Paraguay
              111
              112
              0,676
              7580
              72,3
              101
              America

            
              Latvia
              48
              47
              0,810
              22186
              72,2
              102
              Europe

            
              Poland
              35
              51
              0,834
              21487
              72,1
              103
              Europe

            
              Kyrgyzstan
              125
              146
              0,628
              3021
              72,1
              104
              Asia

            
              Bhutan
              137
              118
              0,584
              6775
              71,9
              105
              Asia

            
              Vanuatu
              131
              153
              0,616
              2652
              71,6
              106
              Oceania

            
              Egypt
              110
              94
              0,682
              10400
              71,2
              107
              Africa

            
              Tonga
              100
              127
              0,705
              5316
              71,0
              108
              Oceania

            
              Dominica
              93
              104
              0,717
              9235
              71,0
              109
              America

            
              Morocco
              130
              115
              0,617
              6905
              70,9
              110
              Africa

            
              Indonesia
              108
              107
              0,684
              8970
              70,8
              111
              Asia

            
              Azerbaijan
              76
              71
              0,747
              15725
              70,8
              112
              Asia

            
              Bangladesh
              142
              152
              0,558
              2713
              70,7
              113
              Asia

            
              Belarus
              53
              67
              0,786
              16403
              69,9
              114
              Europe

            
              Trinidad and Tobago
              64
              39
              0,766
              25325
              69,9
              115
              America

            
              Fiji
              88
              114
              0,724
              7214
              69,8
              116
              Oceania

            
              Iraq
              120
              77
              0,642
              14007
              69,4
              117
              Asia

            
              Micronesia (Federated States of)
              124
              141
              0,630
              3662
              69,0
              118
              Oceania

            
              Tajikistan
              133
              157
              0,607
              2424
              68,9
              119
              Asia

            
              Moldova (Republic of)
              114
              131
              0,663
              5041
              68,9
              120
              Europe

            
              Philippines
              117
              119
              0,660
              6381
              68,7
              121
              Asia

            
              Ukraine
              83
              109
              0,734
              8215
              68,5
              122
              Europe

            
              Nepal
              145
              158
              0,540
              2194
              68,4
              123
              Asia

            
              Lao People's Democratic Republic
              139
              136
              0,569
              4351
              68,3
              124
              Africa

            
              Cambodia
              136
              149
              0,584
              2805
              68,3
              125
              Asia

            
              Uzbekistan
              116
              128
              0,661
              5227
              68,2
              126
              Asia

            
              Russian Federation
              57
              46
              0,778
              22617
              68,0
              127
              Europe

            
              Papua New Guinea
              158
              156
              0,491
              2453
              67,7
              128
              Oceania

            
              Timor-Leste
              128
              99
              0,620
              9674
              67,5
              129
              Oceania

            
              Guatemala
              126
              117
              0,628
              6866
              67,5
              130
              America

            
              Maldives
              104
              97
              0,698
              10074
              67,5
              131
              Asia

            
              Bolivia (Plurinational State of)
              113
              124
              0,667
              5552
              67,3
              132
              America

            
              Kiribati
              134
              154
              0,607
              2645
              67,2
              133
              Oceania

            
              Pakistan
              146
              135
              0,537
              4652
              66,6
              134
              Asia

            
              Kazakhstan
              70
              57
              0,757
              19441
              66,5
              135
              Asia

            
              India
              135
              130
              0,586
              5150
              66,4
              136
              Asia

            
              Sao Tome and Principe
              143
              144
              0,558
              3111
              66,3
              137
              Africa

            
              Viet Nam
              121
              133
              0,638
              4892
              66,3
              138
              Asia

            
              Turkmenistan
              105
              86
              0,698
              11533
              65,5
              139
              Asia

            
              Myanmar
              150
              139
              0,524
              3998
              65,2
              140
              Asia

            
              Madagascar
              155
              174
              0,498
              1333
              64,7
              141
              Africa

            
              Namibia
              127
              106
              0,624
              9185
              64,5
              142
              Africa

            
              Botswana
              109
              74
              0,683
              14792
              64,4
              143
              Africa

            
              Rwanda
              151
              171
              0,506
              1403
              64,1
              144
              Africa

            
              Ethiopia
              173
              176
              0,435
              1303
              63,6
              145
              Africa

            
              Gabon
              112
              65
              0,674
              16977
              63,5
              146
              Africa

            
              Senegal
              163
              159
              0,485
              2169
              63,5
              147
              Africa

            
              Yemen
              154
              140
              0,500
              3945
              63,1
              148
              Asia

            
              Haiti
              168
              165
              0,471
              1636
              63,1
              149
              America

            
              Eritrea
              182
              177
              0,381
              1147
              62,9
              150
              Africa

            
              Solomon Islands
              157
              172
              0,491
              1385
              62,4
              151
              Oceania

            
              Togo
              166
              179
              0,473
              1129
              62,1
              152
              Africa

            
              Djibouti
              170
              145
              0,467
              3109
              61,8
              153
              Africa

            
              Kenya
              147
              160
              0,535
              2158
              61,7
              154
              Africa

            
              Mauritania
              161
              147
              0,487
              2988
              61,6
              155
              Africa

            
              Tanzania (United Republic of)
              160
              164
              0,488
              1702
              61,5
              156
              Africa

            
              Ghana
              138
              142
              0,573
              3532
              61,1
              157
              Africa

            
              Afghanistan
              169
              161
              0,468
              1904
              60,9
              158
              Asia

            
              Comoros
              159
              169
              0,488
              1505
              60,9
              159
              Africa

            
              Liberia
              175
              183
              0,412
              752
              60,6
              160
              Africa

            
              Zimbabwe
              156
              175
              0,492
              1307
              59,9
              161
              Africa

            
              Benin
              165
              163
              0,476
              1726
              59,3
              162
              Africa

            
              Uganda
              164
              173
              0,484
              1335
              59,2
              163
              Africa

            
              Gambia
              172
              168
              0,441
              1557
              58,8
              164
              Africa

            
              Congo
              140
              132
              0,564
              4909
              58,8
              165
              Africa

            
              Niger
              187
              182
              0,337
              873
              58,4
              166
              Africa

            
              Zambia
              141
              148
              0,561
              2898
              58,1
              167
              Africa

            
              Syrian Arab Republic
              118
              123
              0,658
              5771
              56,9
              168
              Asia

            
              Sudan
              167
              143
              0,473
              3428
              56,5
              169
              Africa

            
              Burkina Faso
              181
              167
              0,388
              1602
              56,3
              170
              Africa

            
              Guinea
              179
              178
              0,392
              1142
              56,1
              171
              Africa

            
              Malawi
              174
              185
              0,414
              715
              55,3
              172
              Africa

            
              Cameroon
              152
              155
              0,504
              2557
              55,1
              173
              Africa

            
              Mali
              176
              170
              0,407
              1499
              55,0
              174
              Africa

            
              Guinea-Bissau
              177
              180
              0,396
              1090
              54,3
              175
              Africa

            
              Burundi
              180
              184
              0,389
              749
              54,1
              176
              Africa

            
              Equatorial Guinea
              144
              48
              0,556
              21972
              53,1
              177
              Africa

            
              Nigeria
              153
              126
              0,504
              5353
              52,5
              178
              Africa

            
              Angola
              149
              122
              0,526
              6323
              51,9
              179
              Africa

            
              Chad
              184
              166
              0,372
              1622
              51,2
              180
              Africa

            
              Côte d'Ivoire
              171
              151
              0,452
              2774
              50,7
              181
              Africa

            
              Mozambique
              178
              181
              0,393
              1011
              50,3
              182
              Africa

            
              Central African Republic
              185
              186
              0,341
              588
              50,2
              183
              Africa

            
              Congo (Democratic Republic of the)
              186
              187
              0,338
              444
              50,0
              184
              Africa

            
              Lesotho
              162
              150
              0,486
              2798
              49,4
              185
              Africa

            
              Swaziland
              148
              125
              0,530
              5536
              49,0
              186
              Africa

            
              Sierra Leone
              183
              162
              0,374
              1815
              45,6
              187
              Africa
	body {
	font: 12px sans-serif;
	margin: 0;
	padding: 0;
	}

	.diagonal {
	stroke-width: 0.5;
	stroke: black;
	}

	.dot {
	opacity: 0.7;
	stroke: transparent;
	stroke-width: 4;
	}
	.dot:hover {
	opacity: 1;
	}

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

	.tick, .legend {
	font: 10px sans-serif;
	}

	.line {
	stroke-width: 0.5;
	opacity: 0.7;
	pointer-events: none;
	}

	.line:hover {

	}

	.line.highlighted {
	stroke-width: 2;
	opacity: 1;
	}

	.dot.highlighted {
	opacity: 1;
	r: 4;

	}

	.text.highlighted {
	opacity: 1;
	}

	.select_countries {
	position: fixed;
	top: 5px;
	left: 10px;
	}

	.selected_country {
	position: fixed;
	bottom: 20px;
	left: 160px;
	}

	.select_aspect {
	position: fixed;
	top: 5px;
	left: 400px;
	}

	.legend {
	opacity: 0.6;
	cursor: pointer;
	position: fixed;
	}

	.legend rect {
	stroke: black;
	}

	.legend:hover {
	opacity: 1;
	}

	.selected {
	opacity: 1;
	stroke-width: 2;
	r: 4;
	}

	.transparent {
	stroke-width: 4;
	opacity: 0;
	}
	<!DOCTYPE html>
	<html>
	<head>
	<meta charset="utf-8">
	<title>Visual Analytics Exam</title>
	<script src="http://d3js.org/d3.v3.min.js"></script>
	<link href="index.css" rel="stylesheet" type="text/css">
	</head>
	<body onload="myBrowser()">
	<svg width="960px" height="500px"></svg>
	<script src="index.js"></script>
	</body>
	</html>
	var svg = d3.select('svg');

	var first = true;

	var global_data;

	var selected_aspect = 'GNI';

	var continent_color = d3.scale.ordinal()
	.domain(['Oceania','Europe','America','Asia','Africa','World'])
	.range(["#1F77B4","#FF7F0E","#2CA02C","#D62728","#8C564B","#fff"]);

	// header

	var header = svg.append('rect')
	.attr({
	width: 960,
	height: 30,
	fill: 'lightgrey'
	});

	// scatterplot

	var scatterplot_W = 400;
	var scatterplot = svg.append('g')
	.attr({
	transform: 'translate(500,55)'
	});

	var legend = svg.selectAll('.legend')
	.data(continent_color.domain())
	.enter().append('g')
	.attr('class', 'legend')
	.attr('transform', function(d, i) { return 'translate(' + ((i*65)+220) + ', 8)'; })
	.on('click', function(d){
	d3.selectAll('.legend').classed("selected", false);
	d3.select(this).classed("selected", true);
	draw_charts(global_data, d, selected_aspect)
	});

	legend.append('rect')
	.attr('x', scatterplot_W - 12)
	.attr('width', 12)
	.attr('height', 12)
	.style('fill', continent_color);

	legend.append('text')
	.attr('x', scatterplot_W - 18)
	.attr('y', 6)
	.attr('dy', '.35em')
	.style('text-anchor', 'end')
	.text(function(d) { return d; });

	var scatter_GNI = d3.scale.linear()
	.range([scatterplot_W,0]);

	var scatter_selected_aspect = d3.scale.linear()
	.range([scatterplot_W,0]);

	var scatter_HDI = d3.scale.linear()
	.range([0,scatterplot_W]);

	// slopegraph

	var D = 350;
	var slopegraph = svg.append('g')
	.attr({
	transform: 'translate(40,55)'
	});

	var slopegraph_selected_aspect = d3.scale.linear()
	.range([scatterplot_W,0]);

	var slopegraph_HDI = d3.scale.linear()
	.range([scatterplot_W,0]);

	var select_countries = d3.select("body").append("div")
	.attr("class","select_countries")
	.append("select")

	var select_aspect = d3.select("body").append("div")
	.attr("class","select_aspect")
	.append("select")

	select_aspect.append('option')
	.text('GNI')
	.attr('value','GNI')

	select_aspect.append('option')
	.text('LIFE')
	.attr('value','LIFE')

	slopegraph.append('line')
	.attr({
	x1: 0,
	y1: 0,
	x2: 0,
	y2: scatterplot_W,
	stroke: '#CCC'
	});

	slopegraph.append('line')
	.attr({
	x1: D,
	y1: 0,
	x2: D,
	y2: scatterplot_W,
	stroke: '#CCC'
	});

	select_countries.on('input', function(){
	select(this.value); });

	select_aspect.on('input', function(){
	d3.selectAll('.legend').classed('selected', false)
	draw_charts(global_data, "World", this.value)
	selected_aspect = this.value
	});


	d3.csv('visual_analytics.csv', function(data) {

	data.forEach(function(d){
	d.HDI_value = +(d.HDI_value).replace(',','.');
	d.GNI_value = +(d.GNI_value).replace(',','.');
	d.LIFE_value = +(d.LIFE_value).replace(',','.');
	});

	global_data = data;

	draw_charts(data, "World", selected_aspect)
	});

	function draw_charts(data, continent, selected_aspect) {
	console.log(data)
	select("");
	select_countries.node().value = "Select country";

	legend.selectAll('.legend rect')
	.classed('selected', function(d){ return d == continent });

	scatter_HDI
	.domain([d3.min(data, function(d){ return d.HDI_value; }), d3.max(data, function(d){ return d.HDI_value; })]);

	scatter_selected_aspect
	.domain([d3.min(data, function(d){ return d[selected_aspect + '_value']; }), d3.max(data, function(d){ return d[selected_aspect + '_value']; })]);

	slopegraph_HDI
	.domain([d3.min(data, function(d){ return d.HDI_value; }), d3.max(data, function(d){ return d.HDI_value; })]);

	slopegraph_selected_aspect
	.domain([d3.min(data, function(d){return d[selected_aspect + '_value']; }), d3.max(data, function(d){ return d[selected_aspect + '_value']; })]);

	d3.selectAll('.title').remove();

	var title_selected_aspect = slopegraph.append('text')
	.attr({
	class: 'title',
	x: 0,
	y: 415,
	})
	.text(selected_aspect);

	var title_HDI = slopegraph.append('text')
	.attr({
	class: 'title',
	x: D-20,
	y: 415,
	})
	.text('HDI');


	// Axes
	var axis_scatter_GNI = d3.svg.axis()
	.scale(scatter_selected_aspect)
	.orient('left')
	.tickFormat(d3.format('s'));

	d3.selectAll('.axis').remove();

	scatterplot.append('g')
	.attr('class', 'y axis')
	.call(axis_scatter_GNI)
	.append('text')
	.attr('class', 'label')
	.attr('transform', 'rotate(-90)')
	.attr('y', 6)
	.attr('dy', '.71em')
	.style('text-anchor', 'end')
	.text(function (d) {
	if (selected_aspect == "GNI") {
	return selected_aspect +' ($)'
	} else {
	return selected_aspect +' (years)'
	}
	});

	var axis_scatter_HDI = d3.svg.axis()
	.scale(scatter_HDI)
	.orient('bottom');

	scatterplot.append('g')
	.attr('class', 'x axis')
	.attr('transform', 'translate(0,' + scatterplot_W + ')')
	.call(axis_scatter_HDI)
	.append('text')
	.attr('class', 'label')
	.attr('x', scatterplot_W)
	.attr('y', -6)
	.style('text-anchor', 'end')
	.text('HDI');


	if (continent == "World") {
	data = data
	} else {
	data = data.filter(function(d) { return d.Continent == continent; });
	};

	// dots
	dots = scatterplot.selectAll('.dot')
	.data(data, function(d) {
	return d.Country;
	});

	var enter_dots = dots.enter().append('circle')
	.attr({
	class: 'dot',
	r: 2,
	fill: function(d) { return continent_color(d.Continent); }

	})
	.on('mouseover', function(d){
	highlight(d.Country);
	})
	.on('mouseout', function(d){
	highlight("");
	})
	.on('click', function(d){
	select(d.Country);
	});

	enter_dots.append('title');

	dots.select('title')
	.text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

	dots.transition(1000)
	.attr({
	cx: function(d) { return scatter_HDI(d.HDI_value); },
	cy: function(d) { console.log(selected_aspect); return scatter_selected_aspect(d[selected_aspect + '_value']); },
	})

	dots.exit().remove();


	var lines_transparent = slopegraph.selectAll('.transparent')
	.data(data, function(d) { return d.Country; });

	var enter_lines_transparent = lines_transparent.enter().append('line')
	.attr({
	class: 'transparent',
	x1: 0,
	x2: D
	});

	lines_transparent.append('title');

	lines_transparent.select('title')
	.text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

	lines_transparent
	.attr({
	y1: function(d){ return slopegraph_selected_aspect(d[selected_aspect + '_value']); },
	y2: function(d){ return slopegraph_HDI(d.HDI_value);},
	stroke: function(d){ return continent_color(d.Continent); }
	})
	.on('mouseover', function(d){
	highlight(d.Country);
	})
	.on('mouseout', function(d){
	highlight("");
	})
	.on('click', function(d){
	select(d.Country);
	});

	lines_transparent.exit().remove();


	// slopegraph

	// lines
	var lines = slopegraph.selectAll('.line')
	.data(data, function(d) { return d.Country });

	var enter_lines = lines.enter().append('line')
	.attr({
	class: 'line',
	x1: 0,
	x2: D
	})

	enter_lines.append('title')
	.text(function(d){ return d.Country + '\nHDI ' + d.HDI_value + '\n' + selected_aspect + ' ' + (d[selected_aspect + '_value']) +''; });

	lines.transition(1000)
	.attr({
	y1: function(d){ return slopegraph_selected_aspect(d[selected_aspect + '_value']); },
	y2: function(d){ return slopegraph_HDI(d.HDI_value);},
	stroke: function(d){ return continent_color(d.Continent); }
	});

	lines.exit().remove();

	var text_HDI = slopegraph.selectAll(".text_HDI")
	.data(data);

	var text_HDI_enter = text_HDI.enter().append("text")
	.attr("class","text text_HDI")
	.attr("x", D+3)
	.attr("font-family", "sans-serif")
	.attr("font-size", "9px")
	.attr('opacity',0)

	text_HDI
	.attr("y", function(d) { return slopegraph_HDI(d.HDI_value);})
	.text(function(d){ return d["HDI_value"]; });


	var text_selected_aspect = slopegraph.selectAll(".text_selected_aspect")
	.data(data);

	var text_selected_aspect_enter = text_HDI.enter().append("text")
	.attr("class","text text_selected_aspect")
	.attr("x", -5)
	.attr("font-family", "sans-serif")
	.attr("font-size", "9px")
	.attr('text-anchor', 'end')
	.attr('opacity',0)
	.attr("y", function(d) { return slopegraph_selected_aspect(d[selected_aspect + '_value']);})
	.text(function(d){ return d[selected_aspect + '_value']; });

	text_selected_aspect
	.attr("y", function(d) { return slopegraph_selected_aspect(d[selected_aspect + '_value']);})
	.text(function(d){ return d[selected_aspect + '_value']; });


	option_countries = select_countries.selectAll("option")
	.data([{ Country:'Select country' }].concat(data.sort(function(a,b){
	if (a.Country > b.Country) {
	return 1
	} else {
	return -1
	}
	})));

	enter_select = option_countries.enter()
	.append("option");

	option_countries
	.attr("value", function(d){ return d.Country; })
	.text(function(d){ return d.Country; });

	option_countries.exit().remove();

	}

	function highlight(what) {
	scatterplot.selectAll('.dot') // cambia nome a sta cosa! :D
	.classed('highlighted', function(d){ return d.Country == what;});

	slopegraph.selectAll('.line') // cambia nome a sta cosa! :D
	.classed('highlighted', function(d){ return d.Country == what;});

	slopegraph.selectAll('.text_HDI')
	.classed('highlighted', function(d){ return d.Country == what;});

	slopegraph.selectAll('.text_selected_aspect')
	.classed('highlighted', function(d){ return d.Country == what;});

	}

	function select(what) {
	scatterplot.selectAll('.dot') // cambia nome a sta cosa! :D
	.classed('selected', function(d){ return d.Country == what; });

	slopegraph.selectAll('.line') // cambia nome a sta cosa! :D
	.classed('selected', function(d){ return d.Country == what; });

	slopegraph.selectAll('.text_HDI')
	.classed('selected', function(d){ return d.Country == what; });

	slopegraph.selectAll('.text_selected_aspect')
	.classed('selected', function(d){ return d.Country == what; });
	select_countries.node().value = what;
	}

	function myBrowser() {
	if(navigator.userAgent.indexOf("Chrome") != -1 )
	{
	} else {
	alert('Si consiglia l\'utilizzo di Google Chrome per la visualizzazione della pagina');
	}
	}
Country	HDI_rank	GNI_rank	HDI_value	GNI_value	LIFE_value	LIFE_rank	Continent
Japan	17	24	0,890	36747	83,6	1	Asia
Korea (Republic of)	15	33	0,891	30345	83,4	2	Asia
Switzerland	3	9	0,917	53762	82,6	3	Europe
Australia	2	20	0,933	41524	82,5	4	Oceania
Italy	26	29	0,872	32669	82,4	5	Europe
Singapore	9	4	0,901	72371	82,3	6	Asia
Spain	27	32	0,869	30561	82,1	7	Europe
Iceland	13	26	0,895	35116	82,1	8	Europe
Sweden	12	13	0,898	43201	81,8	9	Europe
France	20	25	0,884	36629	81,8	10	Europe
Israel	19	34	0,888	29966	81,8	11	Asia
Hong Kong, China (SAR)	16	10	0,891	52383	81,5	12	Asia
Norway	1	6	0,944	63909	81,5	13	Europe
Canada	8	19	0,902	41887	81,5	14	America
Slovakia	37	38	0,830	25336	81,2	15	Europe
Belgium	21	22	0,881	39471	81,1	16	Europe
New Zealand	7	30	0,910	32569	81,1	17	Oceania
Netherlands	4	17	0,915	42397	81,0	18	Europe
Greece	29	40	0,853	24658	80,8	19	Europe
Germany	6	14	0,911	43049	80,7	20	Europe
Ireland	11	28	0,899	33414	80,7	21	Europe
Austria	22	15	0,881	42930	80,5	22	Europe
United Kingdom	14	27	0,892	35002	80,5	23	Europe
Luxembourg	23	7	0,881	58695	80,5	24	Europe
Finland	24	23	0,879	37366	80,5	25	Europe
Lebanon	65	69	0,765	16263	80,0	26	Africa
Chile	41	54	0,822	20804	80,0	27	America
Portugal	42	43	0,822	24130	79,9	28	Europe
Costa Rica	68	81	0,763	13012	79,9	29	America
Liechtenstein	18	2	0,889	87085	79,9	30	Europe
Cyprus	32	37	0,845	26771	79,8	31	Europe
Malta	39	35	0,829	27022	79,8	32	Europe
Slovenia	25	36	0,874	26809	79,6	33	Europe
Denmark	10	16	0,900	42880	79,4	34	Europe
Bahrain	45	31	0,815	32072	79,3	35	Asia
United States	5	11	0,914	52308	78,9	36	America
Brunei Darussalam	30	5	0,852	70883	78,5	37	Asia
Qatar	31	1	0,851	119029	78,4	38	Asia
Mongolia	103	108	0,698	8466	77,9	39	Asia
Czech Republic	28	42	0,861	24535	77,7	40	Europe
Algeria	94	83	0,717	12555	77,7	41	Africa
Panama	66	68	0,765	16379	77,6	42	America
Mexico	71	70	0,756	15854	77,5	43	America
Albania	95	105	0,716	9225	77,4	44	Europe
Uruguay	50	61	0,790	18108	77,2	45	America
Croatia	47	58	0,812	19025	77,0	46	Europe
United Arab Emirates	40	8	0,827	58068	76,8	47	Asia
Cuba	44	56	0,815	19844	76,6	48	America
Oman	56	18	0,783	42191	76,6	49	Asia
Colombia	99	87	0,711	11527	76,5	50	America
Lithuania	36	44	0,834	23740	76,4	51	Europe
Bosnia and Herzegovina	86	100	0,731	9431	76,4	52	Europe
Argentina	49	63	0,808	17297	76,3	53	America
Antigua and Barbuda	61	59	0,774	18800	76,0	54	America
Guyana	122	121	0,638	6341	75,9	55	America
Tunisia	90	93	0,721	10440	75,9	56	Africa
Saudi Arabia	34	12	0,836	52109	75,5	57	Asia
Andorra	38	21	0,830	40597	75,4	58	Europe
Barbados	59	78	0,776	13604	75,4	59	America
Saint Vincent and the Grenadines	91	95	0,719	10339	75,3	60	America
Libya	55	50	0,784	21666	75,3	61	Africa
Turkey	69	60	0,759	18391	75,3	62	Asia
Montenegro	51	75	0,789	14710	75,2	63	Europe
The former Yugoslav Republic of Macedonia	85	85	0,732	11745	75,2	64	Europe
Cape Verde	123	120	0,636	6365	75,1	65	Africa
Malaysia	62	49	0,773	21824	75,0	66	Asia
Nicaragua	132	137	0,614	4266	74,8	67	America
Peru	82	91	0,737	11280	74,8	68	America
Bahamas	52	52	0,789	21414	74,8	69	America
Saint Lucia	97	102	0,714	9251	74,8	70	America
Venezuela (Bolivarian Republic of)	67	64	0,764	17067	74,6	71	America
Hungary	43	53	0,818	21239	74,6	72	Europe
Armenia	87	111	0,730	7952	74,6	73	Europe
South Africa	119	84	0,658	11788	74,6	74	Africa
Estonia	33	45	0,840	23387	74,4	75	Europe
Thailand	89	80	0,722	13364	74,4	76	Asia
Grenada	80	96	0,744	10339	74,3	77	America
Saint Kitts and Nevis	74	55	0,750	20150	74,3	78	America
Kuwait	46	3	0,814	85820	74,3	79	Asia
Jordan	78	89	0,745	11337	74,1	80	Asia
Iran (Islamic Republic of)	75	79	0,749	13451	74,0	81	Asia
Ecuador	98	98	0,711	9998	74,0	82	America
Georgia	79	116	0,744	6890	73,9	83	Asia
Belize	84	101	0,732	9364	73,9	84	Asia
Serbia	77	90	0,745	11301	73,9	85	Europe
Romania	54	62	0,785	17433	73,8	86	Europe
Honduras	129	138	0,617	4138	73,8	87	America
Mauritius	63	66	0,771	16777	73,6	88	Asia
Sri Lanka	73	103	0,750	9250	73,6	89	Asia
Bulgaria	58	72	0,777	15402	73,5	90	Europe
Jamaica	96	110	0,715	8170	73,5	91	America
Dominican Republic	102	92	0,700	10844	73,4	92	America
Palestine, State of	107	129	0,686	5168	73,2	93	Asia
Seychelles	72	41	0,756	24632	73,2	94	Africa
Samoa	106	134	0,694	4708	73,2	95	Oceania
Brazil	81	76	0,744	14275	72,8	96	America
Suriname	101	73	0,705	15113	72,7	97	America
El Salvador	115	113	0,662	7240	72,6	98	America
China	92	88	0,719	11477	72,5	99	Asia
Palau	60	82	0,775	12823	72,4	100	Oceania
Paraguay	111	112	0,676	7580	72,3	101	America
Latvia	48	47	0,810	22186	72,2	102	Europe
Poland	35	51	0,834	21487	72,1	103	Europe
Kyrgyzstan	125	146	0,628	3021	72,1	104	Asia
Bhutan	137	118	0,584	6775	71,9	105	Asia
Vanuatu	131	153	0,616	2652	71,6	106	Oceania
Egypt	110	94	0,682	10400	71,2	107	Africa
Tonga	100	127	0,705	5316	71,0	108	Oceania
Dominica	93	104	0,717	9235	71,0	109	America
Morocco	130	115	0,617	6905	70,9	110	Africa
Indonesia	108	107	0,684	8970	70,8	111	Asia
Azerbaijan	76	71	0,747	15725	70,8	112	Asia
Bangladesh	142	152	0,558	2713	70,7	113	Asia
Belarus	53	67	0,786	16403	69,9	114	Europe
Trinidad and Tobago	64	39	0,766	25325	69,9	115	America
Fiji	88	114	0,724	7214	69,8	116	Oceania
Iraq	120	77	0,642	14007	69,4	117	Asia
Micronesia (Federated States of)	124	141	0,630	3662	69,0	118	Oceania
Tajikistan	133	157	0,607	2424	68,9	119	Asia
Moldova (Republic of)	114	131	0,663	5041	68,9	120	Europe
Philippines	117	119	0,660	6381	68,7	121	Asia
Ukraine	83	109	0,734	8215	68,5	122	Europe
Nepal	145	158	0,540	2194	68,4	123	Asia
Lao People's Democratic Republic	139	136	0,569	4351	68,3	124	Africa
Cambodia	136	149	0,584	2805	68,3	125	Asia
Uzbekistan	116	128	0,661	5227	68,2	126	Asia
Russian Federation	57	46	0,778	22617	68,0	127	Europe
Papua New Guinea	158	156	0,491	2453	67,7	128	Oceania
Timor-Leste	128	99	0,620	9674	67,5	129	Oceania
Guatemala	126	117	0,628	6866	67,5	130	America
Maldives	104	97	0,698	10074	67,5	131	Asia
Bolivia (Plurinational State of)	113	124	0,667	5552	67,3	132	America
Kiribati	134	154	0,607	2645	67,2	133	Oceania
Pakistan	146	135	0,537	4652	66,6	134	Asia
Kazakhstan	70	57	0,757	19441	66,5	135	Asia
India	135	130	0,586	5150	66,4	136	Asia
Sao Tome and Principe	143	144	0,558	3111	66,3	137	Africa
Viet Nam	121	133	0,638	4892	66,3	138	Asia
Turkmenistan	105	86	0,698	11533	65,5	139	Asia
Myanmar	150	139	0,524	3998	65,2	140	Asia
Madagascar	155	174	0,498	1333	64,7	141	Africa
Namibia	127	106	0,624	9185	64,5	142	Africa
Botswana	109	74	0,683	14792	64,4	143	Africa
Rwanda	151	171	0,506	1403	64,1	144	Africa
Ethiopia	173	176	0,435	1303	63,6	145	Africa
Gabon	112	65	0,674	16977	63,5	146	Africa
Senegal	163	159	0,485	2169	63,5	147	Africa
Yemen	154	140	0,500	3945	63,1	148	Asia
Haiti	168	165	0,471	1636	63,1	149	America
Eritrea	182	177	0,381	1147	62,9	150	Africa
Solomon Islands	157	172	0,491	1385	62,4	151	Oceania
Togo	166	179	0,473	1129	62,1	152	Africa
Djibouti	170	145	0,467	3109	61,8	153	Africa
Kenya	147	160	0,535	2158	61,7	154	Africa
Mauritania	161	147	0,487	2988	61,6	155	Africa
Tanzania (United Republic of)	160	164	0,488	1702	61,5	156	Africa
Ghana	138	142	0,573	3532	61,1	157	Africa
Afghanistan	169	161	0,468	1904	60,9	158	Asia
Comoros	159	169	0,488	1505	60,9	159	Africa
Liberia	175	183	0,412	752	60,6	160	Africa
Zimbabwe	156	175	0,492	1307	59,9	161	Africa
Benin	165	163	0,476	1726	59,3	162	Africa
Uganda	164	173	0,484	1335	59,2	163	Africa
Gambia	172	168	0,441	1557	58,8	164	Africa
Congo	140	132	0,564	4909	58,8	165	Africa
Niger	187	182	0,337	873	58,4	166	Africa
Zambia	141	148	0,561	2898	58,1	167	Africa
Syrian Arab Republic	118	123	0,658	5771	56,9	168	Asia
Sudan	167	143	0,473	3428	56,5	169	Africa
Burkina Faso	181	167	0,388	1602	56,3	170	Africa
Guinea	179	178	0,392	1142	56,1	171	Africa
Malawi	174	185	0,414	715	55,3	172	Africa
Cameroon	152	155	0,504	2557	55,1	173	Africa
Mali	176	170	0,407	1499	55,0	174	Africa
Guinea-Bissau	177	180	0,396	1090	54,3	175	Africa
Burundi	180	184	0,389	749	54,1	176	Africa
Equatorial Guinea	144	48	0,556	21972	53,1	177	Africa
Nigeria	153	126	0,504	5353	52,5	178	Africa
Angola	149	122	0,526	6323	51,9	179	Africa
Chad	184	166	0,372	1622	51,2	180	Africa
Côte d'Ivoire	171	151	0,452	2774	50,7	181	Africa
Mozambique	178	181	0,393	1011	50,3	182	Africa
Central African Republic	185	186	0,341	588	50,2	183	Africa
Congo (Democratic Republic of the)	186	187	0,338	444	50,0	184	Africa
Lesotho	162	150	0,486	2798	49,4	185	Africa
Swaziland	148	125	0,530	5536	49,0	186	Africa
Sierra Leone	183	162	0,374	1815	45,6	187	Africa