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Equal Size Cartogram
Raw
README.md

Equal Size Cartogram vs. Other Cartograms and Choropleth Maps

Traditional geographic data visualizations may use colored countries and/or labels to indicate data values (e.g. choropleth maps). But, countries with smaller land area may be difficult to discern. Further, the size biases the viewer to attend to the countries with larger land areas.

A cartogram distorts the shapes of countries, typically using a different data attribute applied to set the area of each country. This approach creates a cartogram that still results in graphical objects with small area.

The above equal-size cartogram, using a consistent rectangle per country, provides a large consistent box and label for each country. This means that small items are not too small to be visible and also that each item is large enough to have a clearly readable label to add additional information, e.g. country code, in addition to visual attributes such as color. In comparison to a geographic map there are no overlapping labels (click the button).

Data World Bank 2010. World Map Wikipedia.

Raw
index.html
<!DOCTYPE html>
<html lang="en">
<head> <meta charset="utf-8"> <title>World Map: Equal Size Cartogram vs. Geographic Projection</title>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script type="text/javascript" src="./WorldBankStats2010.js"></script>
<script type="text/javascript" src="./LandGrid.js"></script>
<style type="text/css">
#tooltip {
position: absolute;
width: auto;
height: auto;
padding: 7px;
background-color: #ffff88;
pointer-events: none;
}
#tooltip.hidden { display: none; }
#tooltip p {
margin: 0;
font-family: sans-serif, Arial;
font-size: 12px;
line-height: 14px;
}
text.legendtext {
color: black
font-family: sans-serif, Arial;
font-size: 8px;
line-height: 2px;
}
</style>
</head>
<body>
<div id="tooltip" class="hidden">
<p> <span id="title">text</span> <br>
<span id="value">100</span></p>
</div>
<script type="text/javascript">
//first D3 vis: code rough, magic numbers, etc.
var w = 960; var h = 480; var st = 1; //Width, height, state
//scales
var popscale = d3.scale.linear().domain([0,50000000,1500000000]).range(["#336688","orange","#ff66ff"]);
var latscale = d3.scale.linear().domain([-90,90]).range([h,0]);
var lonscale = d3.scale.linear().domain([-180,-169.2,-169.2,180]).range([w*(3/100),w,0,w*(97/100)]);
var rowscale = d3.scale.linear().domain([0,26]).range([0,h]);
var colscale = d3.scale.linear().domain([0,23]).range([0,w]);
//Set up SVG
var svg = d3.select("body").append("svg").attr("width", w).attr("height", h).attr("fill","black").attr("font-family","Arial Black");
//Base Map - better to use an SVG - how to inline an SVG file?
svg.append("image").attr("x",0).attr("y",0).attr("height",h).attr("width",w).attr("xlink:href","./worldMap.JPG");
var mapmask = svg.append("rect").attr("x",0).attr("y",0).attr("width",w).attr("height",h).attr("fill","#bbe4ed");
// LAND in Grid State <polygon fill="#ED0000" stroke="#000000" stroke-width="1" points="50,100 100,75 100,0 0,0 0,75 "/>
var gridland = svg.selectAll("polygon.land")
.data(landGrid).enter().append("polygon").attr("class","land").attr("fill","#daccbc").attr("stroke","#eadccc")
.attr("points", function(d) { return [0,0, colscale(1),0, colscale(1),rowscale(1), 0,rowscale(1)] })
.attr("transform", function(d) { return "translate(" +
[colscale(d.Y)-colscale(.5) , rowscale(d.X)-14] + ")" });
// COUNTRY label boxes
var labelboxes = svg.selectAll("rect.boxes").data(countryData).enter().append("rect")
.attr("fill","white").attr("class","boxes")
.attr("width",colscale(1)-4).attr("height",rowscale(1)-4)
.attr("x", function(d) {return colscale(d.Col)-colscale(.5)+2; })
.attr("y", function(d) {return rowscale(d.Row)-14+2; });
// COUNTRY Labels
var labels = svg.selectAll("text")
.data(countryData).enter().append("text").attr("font-size",12).attr("text-anchor","middle")
.attr("fill", function(d) {return popscale(d.Population); })
.attr("x",function(d) { return colscale(d.Col); })
.attr("y", function (d) { return rowscale(d.Row); })
.text( function(d) {return d.CountryCode; })
.style("pointer-events","none");
// line above so text doesn't get events
// An SVG BUTTON with Method on click
var button = svg.append("rect").attr("x",5).attr("y",5).attr("width",75).attr("height",28).attr("fill","ivory").attr("stroke","black");
svg.append("text").style("font-family","Arial").attr("x",10).attr("y",25).text("Click Me").style("pointer-events","none");;
// An SVG LEGEND
var clrlegendgrad = svg.append("linearGradient").attr("id","clrlegendgradid");
clrlegendgrad.append("stop").attr("offset", "2%").attr("stop-color",popscale(0));
clrlegendgrad.append("stop").attr("offset","50%").attr("stop-color",popscale(50000000));
clrlegendgrad.append("stop").attr("offset","100%").attr("stop-color",popscale(1500000000));
svg.append("rect").attr("x",190).attr("y",h-15).attr("width",w/4).attr("height",10).style("fill","url(#clrlegendgradid)");
svg.append("text").attr("class","legendtext").attr("x",190).attr("y",h-25).text("Population");
svg.append("text").attr("class","legendtext").attr("x",190).attr("y",h-16).text("0");
svg.append("text").attr("class","legendtext").attr("x",190+w/4*.5).attr("y",h-16).text("50M");
svg.append("text").attr("class","legendtext").attr("x",190+w/4).attr("y",h-16).attr("text-anchor","end").text("1.5B");
button.on("mousedown", function() {
if(st==1) { st =0; }
else { st = 1; }
if(st==0) {
labels.style("font-family","Arial")
.transition()
.attr("x", function(d) {return lonscale(d.Long); })
.attr("y", function(d) {return latscale(d.Lat); })
.attr("font-size",8);
labelboxes.transition(250).attr("fill-opacity",0);
gridland.transition(250).attr("fill-opacity",0).attr("stroke-opacity",0);
mapmask.transition().delay(100).attr("fill-opacity",0);
} else {
labels.style("font-family","Arial Black")
.transition()
.attr("x", function(d) { return colscale(d.Col); })
.attr("y", function (d) { return rowscale(d.Row); })
.attr("font-size",12);
labelboxes.transition(250).attr("fill-opacity",1);
gridland.transition(250).delay(100).attr("fill-opacity",1).attr("stroke-opacity",1);
mapmask.transition().attr("fill-opacity",1);
}
});
labelboxes.on("mouseover", function(d) {
d3.select(this).style("fill","yellow");
// get THIS box's x and y values
var xPos = parseFloat(d3.select(this).attr("x"))+25;
var yPos = parseFloat(d3.select(this).attr("y"))+10;
// update tooltip
d3.select("#tooltip")
.style("left", xPos + "px")
.style("top", yPos + "px")
.select("#title")
.text(d.CountryCode + ": " + d.ShortName);
d3.select("#tooltip").select("#value")
.text("Population (in millions):" + d.Population/1000000);
d3.select ("#tooltip").classed("hidden",false);
});
labelboxes.on("mouseout", function() {
d3.select(this).style("fill","white");
d3.select("#tooltip").classed("hidden", true);
});
</script>
</body>
</html>
Raw
LandGrid.js
var landGrid = [
{
"X": "1",
"Y": "1"
},
{
"X": "1",
"Y": "2"
},
{
"X": "1",
"Y": "10"
},
{
"X": "1",
"Y": "11"
},
{
"X": "1",
"Y": "12"
},
{
"X": "1",
"Y": "13"
},
{
"X": "1",
"Y": "14"
},
{
"X": "1",
"Y": "15"
},
{
"X": "1",
"Y": "16"
},
{
"X": "1",
"Y": "17"
},
{
"X": "1",
"Y": "18"
},
{
"X": "1",
"Y": "19"
},
{
"X": "1",
"Y": "20"
},
{
"X": "1",
"Y": "21"
},
{
"X": "1",
"Y": "22"
},
{
"X": "2",
"Y": "1"
},
{
"X": "2",
"Y": "2"
},
{
"X": "2",
"Y": "3"
},
{
"X": "2",
"Y": "4"
},
{
"X": "2",
"Y": "12"
},
{
"X": "2",
"Y": "13"
},
{
"X": "2",
"Y": "14"
},
{
"X": "2",
"Y": "15"
},
{
"X": "2",
"Y": "16"
},
{
"X": "2",
"Y": "17"
},
{
"X": "2",
"Y": "18"
},
{
"X": "2",
"Y": "19"
},
{
"X": "2",
"Y": "20"
},
{
"X": "2",
"Y": "21"
},
{
"X": "2",
"Y": "22"
},
{
"X": "3",
"Y": "1"
},
{
"X": "3",
"Y": "2"
},
{
"X": "3",
"Y": "3"
},
{
"X": "3",
"Y": "4"
},
{
"X": "3",
"Y": "12"
},
{
"X": "3",
"Y": "13"
},
{
"X": "3",
"Y": "14"
},
{
"X": "3",
"Y": "15"
},
{
"X": "3",
"Y": "16"
},
{
"X": "3",
"Y": "17"
},
{
"X": "3",
"Y": "18"
},
{
"X": "3",
"Y": "19"
},
{
"X": "3",
"Y": "20"
},
{
"X": "3",
"Y": "21"
},
{
"X": "3",
"Y": "22"
},
{
"X": "4",
"Y": "1"
},
{
"X": "4",
"Y": "2"
},
{
"X": "4",
"Y": "3"
},
{
"X": "4",
"Y": "4"
},
{
"X": "4",
"Y": "9"
},
{
"X": "4",
"Y": "10"
},
{
"X": "4",
"Y": "11"
},
{
"X": "4",
"Y": "12"
},
{
"X": "4",
"Y": "13"
},
{
"X": "4",
"Y": "14"
},
{
"X": "4",
"Y": "15"
},
{
"X": "4",
"Y": "16"
},
{
"X": "4",
"Y": "17"
},
{
"X": "4",
"Y": "18"
},
{
"X": "4",
"Y": "19"
},
{
"X": "4",
"Y": "20"
},
{
"X": "4",
"Y": "21"
},
{
"X": "4",
"Y": "22"
},
{
"X": "5",
"Y": "1"
},
{
"X": "5",
"Y": "2"
},
{
"X": "5",
"Y": "3"
},
{
"X": "5",
"Y": "4"
},
{
"X": "5",
"Y": "8"
},
{
"X": "5",
"Y": "9"
},
{
"X": "5",
"Y": "10"
},
{
"X": "5",
"Y": "11"
},
{
"X": "5",
"Y": "12"
},
{
"X": "5",
"Y": "13"
},
{
"X": "5",
"Y": "14"
},
{
"X": "5",
"Y": "15"
},
{
"X": "5",
"Y": "16"
},
{
"X": "5",
"Y": "17"
},
{
"X": "5",
"Y": "18"
},
{
"X": "5",
"Y": "19"
},
{
"X": "5",
"Y": "20"
},
{
"X": "5",
"Y": "21"
},
{
"X": "6",
"Y": "1"
},
{
"X": "6",
"Y": "2"
},
{
"X": "6",
"Y": "3"
},
{
"X": "6",
"Y": "7"
},
{
"X": "6",
"Y": "8"
},
{
"X": "6",
"Y": "9"
},
{
"X": "6",
"Y": "10"
},
{
"X": "6",
"Y": "11"
},
{
"X": "6",
"Y": "12"
},
{
"X": "6",
"Y": "13"
},
{
"X": "6",
"Y": "14"
},
{
"X": "6",
"Y": "15"
},
{
"X": "6",
"Y": "16"
},
{
"X": "6",
"Y": "17"
},
{
"X": "6",
"Y": "18"
},
{
"X": "6",
"Y": "19"
},
{
"X": "6",
"Y": "20"
},
{
"X": "6",
"Y": "21"
},
{
"X": "7",
"Y": "1"
},
{
"X": "7",
"Y": "2"
},
{
"X": "7",
"Y": "3"
},
{
"X": "7",
"Y": "7"
},
{
"X": "7",
"Y": "8"
},
{
"X": "7",
"Y": "9"
},
{
"X": "7",
"Y": "10"
},
{
"X": "7",
"Y": "11"
},
{
"X": "7",
"Y": "12"
},
{
"X": "7",
"Y": "13"
},
{
"X": "7",
"Y": "15"
},
{
"X": "7",
"Y": "16"
},
{
"X": "7",
"Y": "17"
},
{
"X": "7",
"Y": "18"
},
{
"X": "7",
"Y": "19"
},
{
"X": "7",
"Y": "20"
},
{
"X": "7",
"Y": "21"
},
{
"X": "8",
"Y": "1"
},
{
"X": "8",
"Y": "2"
},
{
"X": "8",
"Y": "3"
},
{
"X": "8",
"Y": "6"
},
{
"X": "8",
"Y": "7"
},
{
"X": "8",
"Y": "9"
},
{
"X": "8",
"Y": "11"
},
{
"X": "8",
"Y": "12"
},
{
"X": "8",
"Y": "15"
},
{
"X": "8",
"Y": "16"
},
{
"X": "8",
"Y": "17"
},
{
"X": "8",
"Y": "18"
},
{
"X": "8",
"Y": "19"
},
{
"X": "8",
"Y": "20"
},
{
"X": "9",
"Y": "1"
},
{
"X": "9",
"Y": "3"
},
{
"X": "9",
"Y": "11"
},
{
"X": "9",
"Y": "12"
},
{
"X": "9",
"Y": "14"
},
{
"X": "9",
"Y": "15"
},
{
"X": "9",
"Y": "16"
},
{
"X": "9",
"Y": "17"
},
{
"X": "9",
"Y": "18"
},
{
"X": "9",
"Y": "19"
},
{
"X": "9",
"Y": "20"
},
{
"X": "10",
"Y": "1"
},
{
"X": "10",
"Y": "11"
},
{
"X": "10",
"Y": "12"
},
{
"X": "10",
"Y": "13"
},
{
"X": "10",
"Y": "14"
},
{
"X": "10",
"Y": "15"
},
{
"X": "10",
"Y": "16"
},
{
"X": "10",
"Y": "17"
},
{
"X": "10",
"Y": "18"
},
{
"X": "10",
"Y": "19"
},
{
"X": "10",
"Y": "20"
},
{
"X": "11",
"Y": "1"
},
{
"X": "11",
"Y": "13"
},
{
"X": "11",
"Y": "14"
},
{
"X": "11",
"Y": "15"
},
{
"X": "11",
"Y": "16"
},
{
"X": "11",
"Y": "17"
},
{
"X": "11",
"Y": "18"
},
{
"X": "11",
"Y": "19"
},
{
"X": "11",
"Y": "20"
},
{
"X": "12",
"Y": "1"
},
{
"X": "12",
"Y": "7"
},
{
"X": "12",
"Y": "8"
},
{
"X": "12",
"Y": "9"
},
{
"X": "12",
"Y": "10"
},
{
"X": "12",
"Y": "13"
},
{
"X": "12",
"Y": "14"
},
{
"X": "12",
"Y": "15"
},
{
"X": "12",
"Y": "16"
},
{
"X": "12",
"Y": "17"
},
{
"X": "12",
"Y": "18"
},
{
"X": "12",
"Y": "19"
},
{
"X": "12",
"Y": "20"
},
{
"X": "13",
"Y": "1"
},
{
"X": "13",
"Y": "7"
},
{
"X": "13",
"Y": "8"
},
{
"X": "13",
"Y": "9"
},
{
"X": "13",
"Y": "10"
},
{
"X": "13",
"Y": "11"
},
{
"X": "13",
"Y": "12"
},
{
"X": "13",
"Y": "13"
},
{
"X": "13",
"Y": "14"
},
{
"X": "13",
"Y": "15"
},
{
"X": "13",
"Y": "17"
},
{
"X": "13",
"Y": "18"
},
{
"X": "13",
"Y": "19"
},
{
"X": "14",
"Y": "1"
},
{
"X": "14",
"Y": "7"
},
{
"X": "14",
"Y": "8"
},
{
"X": "14",
"Y": "9"
},
{
"X": "14",
"Y": "10"
},
{
"X": "14",
"Y": "11"
},
{
"X": "14",
"Y": "12"
},
{
"X": "14",
"Y": "14"
},
{
"X": "14",
"Y": "15"
},
{
"X": "14",
"Y": "18"
},
{
"X": "14",
"Y": "19"
},
{
"X": "15",
"Y": "1"
},
{
"X": "15",
"Y": "2"
},
{
"X": "15",
"Y": "7"
},
{
"X": "15",
"Y": "8"
},
{
"X": "15",
"Y": "9"
},
{
"X": "15",
"Y": "10"
},
{
"X": "15",
"Y": "11"
},
{
"X": "15",
"Y": "12"
},
{
"X": "15",
"Y": "13"
},
{
"X": "15",
"Y": "15"
},
{
"X": "15",
"Y": "16"
},
{
"X": "15",
"Y": "19"
},
{
"X": "16",
"Y": "1"
},
{
"X": "16",
"Y": "2"
},
{
"X": "16",
"Y": "7"
},
{
"X": "16",
"Y": "8"
},
{
"X": "16",
"Y": "9"
},
{
"X": "16",
"Y": "10"
},
{
"X": "16",
"Y": "11"
},
{
"X": "16",
"Y": "12"
},
{
"X": "16",
"Y": "13"
},
{
"X": "16",
"Y": "15"
},
{
"X": "16",
"Y": "16"
},
{
"X": "16",
"Y": "19"
},
{
"X": "17",
"Y": "1"
},
{
"X": "17",
"Y": "2"
},
{
"X": "17",
"Y": "7"
},
{
"X": "17",
"Y": "8"
},
{
"X": "17",
"Y": "9"
},
{
"X": "17",
"Y": "10"
},
{
"X": "17",
"Y": "11"
},
{
"X": "17",
"Y": "12"
},
{
"X": "17",
"Y": "13"
},
{
"X": "17",
"Y": "14"
},
{
"X": "17",
"Y": "19"
},
{
"X": "18",
"Y": "2"
},
{
"X": "18",
"Y": "7"
},
{
"X": "18",
"Y": "8"
},
{
"X": "18",
"Y": "9"
},
{
"X": "18",
"Y": "10"
},
{
"X": "18",
"Y": "11"
},
{
"X": "18",
"Y": "12"
},
{
"X": "18",
"Y": "13"
},
{
"X": "18",
"Y": "14"
},
{
"X": "18",
"Y": "15"
},
{
"X": "19",
"Y": "2"
},
{
"X": "19",
"Y": "11"
},
{
"X": "19",
"Y": "12"
},
{
"X": "19",
"Y": "13"
},
{
"X": "19",
"Y": "14"
},
{
"X": "20",
"Y": "2"
},
{
"X": "20",
"Y": "3"
},
{
"X": "20",
"Y": "4"
},
{
"X": "20",
"Y": "5"
},
{
"X": "20",
"Y": "11"
},
{
"X": "20",
"Y": "12"
},
{
"X": "20",
"Y": "13"
},
{
"X": "20",
"Y": "14"
},
{
"X": "21",
"Y": "2"
},
{
"X": "21",
"Y": "3"
},
{
"X": "21",
"Y": "4"
},
{
"X": "21",
"Y": "5"
},
{
"X": "21",
"Y": "11"
},
{
"X": "21",
"Y": "12"
},
{
"X": "21",
"Y": "13"
},
{
"X": "21",
"Y": "14"
},
{
"X": "22",
"Y": "2"
},
{
"X": "22",
"Y": "3"
},
{
"X": "22",
"Y": "4"
},
{
"X": "22",
"Y": "5"
},
{
"X": "22",
"Y": "11"
},
{
"X": "22",
"Y": "12"
},
{
"X": "22",
"Y": "13"
},
{
"X": "22",
"Y": "18"
},
{
"X": "22",
"Y": "19"
},
{
"X": "22",
"Y": "20"
},
{
"X": "23",
"Y": "2"
},
{
"X": "23",
"Y": "3"
},
{
"X": "23",
"Y": "4"
},
{
"X": "23",
"Y": "11"
},
{
"X": "23",
"Y": "12"
},
{
"X": "23",
"Y": "13"
},
{
"X": "23",
"Y": "18"
},
{
"X": "23",
"Y": "19"
},
{
"X": "23",
"Y": "20"
},
{
"X": "24",
"Y": "2"
},
{
"X": "24",
"Y": "3"
},
{
"X": "24",
"Y": "4"
},
{
"X": "24",
"Y": "11"
},
{
"X": "24",
"Y": "12"
},
{
"X": "24",
"Y": "13"
},
{
"X": "25",
"Y": "2"
},
{
"X": "25",
"Y": "3"
},
{
"X": "25",
"Y": "11"
},
{
"X": "25",
"Y": "12"
}
]
Raw
WorldBankStats2010.js
// JSON data structure.
var countryData = [
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Afghanistan",
"CountryCode": "AFG",
"ShortName": "Afghanistan",
"AvgLong": "65.00",
"Row": "11",
"Col": "16",
"Region": "APAC",
"Continent": "Indian",
"Population": "34385068",
"PercentFemale": "48.2627532",
"LifeExpectancy": "48.28219512",
"Inflation": "9.437322237",
"HealthSpendPctGDP": "7.584483384",
"GDPperCapita": "",
"PctGDPgrowth": "8.434559687",
"TradeBalance": "-46.96712143",
"PctEmploy": "45.09999847",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "2.237262033",
"PctHIV": "0.1",
"Long": "65.00",
"Lat": "33.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Albania",
"CountryCode": "ALB",
"ShortName": "Albania",
"AvgLong": "20.00",
"Row": "10",
"Col": "11",
"Region": "EMEA",
"Continent": "Europe",
"Population": "3204284",
"PercentFemale": "49.92341503",
"LifeExpectancy": "76.90095122",
"Inflation": "3.45934259",
"HealthSpendPctGDP": "6.547297762",
"GDPperCapita": "1915.424459",
"PctGDPgrowth": "3.5",
"TradeBalance": "-21.4494264",
"PctEmploy": "51.79999924",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "9.658975297",
"PctHIV": "",
"Long": "20.00",
"Lat": "41.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Algeria",
"CountryCode": "DZA",
"ShortName": "Algeria",
"AvgLong": "3.00",
"Row": "12",
"Col": "9",
"Region": "EMEA",
"Continent": "Africa",
"Population": "35468208",
"PercentFemale": "49.53129856",
"LifeExpectancy": "72.85253659",
"Inflation": "16.24561679",
"HealthSpendPctGDP": "4.172062839",
"GDPperCapita": "2231.980246",
"PctGDPgrowth": "3.3",
"TradeBalance": "9.333726437",
"PctEmploy": "38.59999847",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "4.592352114",
"PctHIV": "",
"Long": "3.00",
"Lat": "28.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "American Samoa",
"CountryCode": "ASM",
"ShortName": "American Samoa",
"AvgLong": "-170.00",
"Row": "19",
"Col": "22",
"Region": "APAC",
"Continent": "Oceania",
"Population": "68420",
"PercentFemale": "",
"LifeExpectancy": "",
"Inflation": "",
"HealthSpendPctGDP": "",
"GDPperCapita": "",
"PctGDPgrowth": "",
"TradeBalance": "",
"PctEmploy": "",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "",
"PctHIV": "",
"Long": "-170.00",
"Lat": "-14.33"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Andorra",
"CountryCode": "ADO",
"ShortName": "Andorra",
"AvgLong": "1.60",
"Row": "7",
"Col": "7",
"Region": "EMEA",
"Continent": "Europe",
"Population": "84864",
"PercentFemale": "",
"LifeExpectancy": "",
"Inflation": "",
"HealthSpendPctGDP": "7.522876087",
"GDPperCapita": "",
"PctGDPgrowth": "",
"TradeBalance": "",
"PctEmploy": "",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "",
"PctHIV": "",
"Long": "1.60",
"Lat": "42.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Angola",
"CountryCode": "AGO",
"ShortName": "Angola",
"AvgLong": "18.50",
"Row": "23",
"Col": "11",
"Region": "EMEA",
"Continent": "Africa",
"Population": "19081912",
"PercentFemale": "50.47751504",
"LifeExpectancy": "50.65365854",
"Inflation": "22.39392352",
"HealthSpendPctGDP": "2.850614364",
"GDPperCapita": "623.2452749",
"PctGDPgrowth": "3.407643634",
"TradeBalance": "19.46313847",
"PctEmploy": "64.40000153",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "2.481004",
"PctHIV": "2.1",
"Long": "18.50",
"Lat": "-12.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Antigua and Barbuda",
"CountryCode": "ATG",
"ShortName": "Antigua + Barbuda",
"AvgLong": "-61.80",
"Row": "15",
"Col": "5",
"Region": "Americas",
"Continent": "Central America",
"Population": "88710",
"PercentFemale": "",
"LifeExpectancy": "",
"Inflation": "3.178335924",
"HealthSpendPctGDP": "6.027903714",
"GDPperCapita": "10614.79432",
"PctGDPgrowth": "-7.909128488",
"TradeBalance": "-13.54349878",
"PctEmploy": "",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "",
"PctHIV": "",
"Long": "-61.80",
"Lat": "17.05"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Argentina",
"CountryCode": "ARG",
"ShortName": "Argentina",
"AvgLong": "-64.00",
"Row": "25",
"Col": "3",
"Region": "Americas",
"Continent": "South America",
"Population": "40412376",
"PercentFemale": "51.08328449",
"LifeExpectancy": "75.63214634",
"Inflation": "15.37617236",
"HealthSpendPctGDP": "8.096118769",
"GDPperCapita": "10749.31922",
"PctGDPgrowth": "9.160916925",
"TradeBalance": "3.306269206",
"PctEmploy": "56.09999847",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "10.58248592",
"PctHIV": "0.4",
"Long": "-64.00",
"Lat": "-34.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Armenia",
"CountryCode": "ARM",
"ShortName": "Armenia",
"AvgLong": "45.00",
"Row": "10",
"Col": "14",
"Region": "EMEA",
"Continent": "Middle East",
"Population": "3092072",
"PercentFemale": "53.45580569",
"LifeExpectancy": "73.78356098",
"Inflation": "9.169921916",
"HealthSpendPctGDP": "4.404134983",
"GDPperCapita": "1326.710864",
"PctGDPgrowth": "2.096365892",
"TradeBalance": "-24.19733988",
"PctEmploy": "41.20000076",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "11.12108644",
"PctHIV": "0.2",
"Long": "45.00",
"Lat": "40.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Aruba",
"CountryCode": "ABW",
"ShortName": "Aruba",
"AvgLong": "-69.97",
"Row": "18",
"Col": "3",
"Region": "Americas",
"Continent": "Central America",
"Population": "107488",
"PercentFemale": "52.56493748",
"LifeExpectancy": "74.97517073",
"Inflation": "",
"HealthSpendPctGDP": "",
"GDPperCapita": "",
"PctGDPgrowth": "",
"TradeBalance": "",
"PctEmploy": "",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "9.500595415",
"PctHIV": "",
"Long": "-69.97",
"Lat": "12.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Australia",
"CountryCode": "AUS",
"ShortName": "Australia",
"AvgLong": "133.00",
"Row": "23",
"Col": "19",
"Region": "APAC",
"Continent": "Oceania",
"Population": "22299800",
"PercentFemale": "50.18650657",
"LifeExpectancy": "81.69512195",
"Inflation": "0.935619836",
"HealthSpendPctGDP": "8.727273115",
"GDPperCapita": "25190.83986",
"PctGDPgrowth": "2.329710254",
"TradeBalance": "-0.357280923",
"PctEmploy": "62.09999847",
"PctChildEmployment": "",
"GovtDebt": "29.31727415",
"PopOver65": "13.44532679",
"PctHIV": "0.2",
"Long": "133.00",
"Lat": "-27.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Austria",
"CountryCode": "AUT",
"ShortName": "Austria",
"AvgLong": "13.33",
"Row": "6",
"Col": "10",
"Region": "EMEA",
"Continent": "Europe",
"Population": "8389771",
"PercentFemale": "51.20703237",
"LifeExpectancy": "80.38292683",
"Inflation": "1.625965826",
"HealthSpendPctGDP": "10.97222332",
"GDPperCapita": "26642.99386",
"PctGDPgrowth": "2.05092758",
"TradeBalance": "4.196582933",
"PctEmploy": "57.90000153",
"PctChildEmployment": "",
"GovtDebt": "74.04364544",
"PopOver65": "17.59727956",
"PctHIV": "0.4",
"Long": "13.33",
"Lat": "47.33"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Azerbaijan",
"CountryCode": "AZE",
"ShortName": "Azerbaijan",
"AvgLong": "47.50",
"Row": "10",
"Col": "15",
"Region": "EMEA",
"Continent": "Middle East",
"Population": "9054332",
"PercentFemale": "50.54477234",
"LifeExpectancy": "70.5065122",
"Inflation": "13.59874484",
"HealthSpendPctGDP": "5.879901695",
"GDPperCapita": "2344.810935",
"PctGDPgrowth": "5",
"TradeBalance": "34.03273409",
"PctEmploy": "60.29999924",
"PctChildEmployment": "",
"GovtDebt": "6.384869328",
"PopOver65": "6.556238866",
"PctHIV": "0.1",
"Long": "47.50",
"Lat": "40.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bahamas, The",
"CountryCode": "BHS",
"ShortName": "Bahamas",
"AvgLong": "-76.00",
"Row": "10",
"Col": "3",
"Region": "Americas",
"Continent": "Central America",
"Population": "342877",
"PercentFemale": "51.10608177",
"LifeExpectancy": "75.22212195",
"Inflation": "0.52240999",
"HealthSpendPctGDP": "7.892130082",
"GDPperCapita": "19395.15231",
"PctGDPgrowth": "0.178735484",
"TradeBalance": "-8.640428615",
"PctEmploy": "64.19999695",
"PctChildEmployment": "",
"GovtDebt": "43.76273442",
"PopOver65": "6.833937534",
"PctHIV": "2.8",
"Long": "-76.00",
"Lat": "24.25"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bahrain",
"CountryCode": "BHR",
"ShortName": "Bahrain",
"AvgLong": "50.55",
"Row": "14",
"Col": "15",
"Region": "EMEA",
"Continent": "Middle East",
"Population": "1261835",
"PercentFemale": "37.56426157",
"LifeExpectancy": "75.02382927",
"Inflation": "13.65793617",
"HealthSpendPctGDP": "4.972285584",
"GDPperCapita": "11236.40498",
"PctGDPgrowth": "4.5",
"TradeBalance": "",
"PctEmploy": "64.90000153",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "2.063106508",
"PctHIV": "",
"Long": "50.55",
"Lat": "26.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bangladesh",
"CountryCode": "BGD",
"ShortName": "Bangladesh",
"AvgLong": "90.00",
"Row": "13",
"Col": "18",
"Region": "APAC",
"Continent": "Indian",
"Population": "148692131",
"PercentFemale": "49.35253164",
"LifeExpectancy": "68.63480488",
"Inflation": "6.473622698",
"HealthSpendPctGDP": "3.484117259",
"GDPperCapita": "558.062385",
"PctGDPgrowth": "6.069339864",
"TradeBalance": "-6.610066794",
"PctEmploy": "67.90000153",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "4.586159976",
"PctHIV": "0.1",
"Long": "90.00",
"Lat": "24.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Barbados",
"CountryCode": "BRB",
"ShortName": "Barbados",
"AvgLong": "-59.53",
"Row": "17",
"Col": "5",
"Region": "Americas",
"Continent": "Central America",
"Population": "273331",
"PercentFemale": "50.37152756",
"LifeExpectancy": "76.57282927",
"Inflation": "",
"HealthSpendPctGDP": "7.966689336",
"GDPperCapita": "",
"PctGDPgrowth": "",
"TradeBalance": "-5.056576226",
"PctEmploy": "64.69999695",
"PctChildEmployment": "",
"GovtDebt": "104.3925805",
"PopOver65": "11.41839016",
"PctHIV": "0.9",
"Long": "-59.53",
"Lat": "13.17"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Belarus",
"CountryCode": "BLR",
"ShortName": "Belarus",
"AvgLong": "28.00",
"Row": "4",
"Col": "13",
"Region": "EMEA",
"Continent": "Europe",
"Population": "9490000",
"PercentFemale": "53.49525571",
"LifeExpectancy": "70.40487805",
"Inflation": "11.11354358",
"HealthSpendPctGDP": "5.605756069",
"GDPperCapita": "2739.950643",
"PctGDPgrowth": "7.7",
"TradeBalance": "-13.61097448",
"PctEmploy": "50.09999847",
"PctChildEmployment": "",
"GovtDebt": "19.59371506",
"PopOver65": "13.56639797",
"PctHIV": "0.4",
"Long": "28.00",
"Lat": "53.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Belgium",
"CountryCode": "BEL",
"ShortName": "Belgium",
"AvgLong": "4.00",
"Row": "5",
"Col": "8",
"Region": "EMEA",
"Continent": "Europe",
"Population": "10895785",
"PercentFemale": "50.98488938",
"LifeExpectancy": "79.93658537",
"Inflation": "2.033881395",
"HealthSpendPctGDP": "10.70872179",
"GDPperCapita": "24550.39655",
"PctGDPgrowth": "2.420709331",
"TradeBalance": "2.266619867",
"PctEmploy": "49.5",
"PctChildEmployment": "",
"GovtDebt": "91.39592559",
"PopOver65": "17.43320103",
"PctHIV": "0.3",
"Long": "4.00",
"Lat": "50.83"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Belize",
"CountryCode": "BLZ",
"ShortName": "Belize",
"AvgLong": "-88.75",
"Row": "15",
"Col": "2",
"Region": "Americas",
"Continent": "Central America",
"Population": "344700",
"PercentFemale": "50.68014004",
"LifeExpectancy": "75.83995122",
"Inflation": "0.747701389",
"HealthSpendPctGDP": "5.199013587",
"GDPperCapita": "3542.364501",
"PctGDPgrowth": "2.9",
"TradeBalance": "0.475509474",
"PctEmploy": "59.29999924",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "3.955690617",
"PctHIV": "2.4",
"Long": "-88.75",
"Lat": "17.25"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Benin",
"CountryCode": "BEN",
"ShortName": "Benin",
"AvgLong": "2.25",
"Row": "17",
"Col": "10",
"Region": "EMEA",
"Continent": "Africa",
"Population": "8849892",
"PercentFemale": "50.69231353",
"LifeExpectancy": "55.58558537",
"Inflation": "1.421246318",
"HealthSpendPctGDP": "4.132647121",
"GDPperCapita": "377.0443007",
"PctGDPgrowth": "3",
"TradeBalance": "-13.76146789",
"PctEmploy": "72.09999847",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "3.038138771",
"PctHIV": "1.2",
"Long": "2.25",
"Lat": "9.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bermuda",
"CountryCode": "BMU",
"ShortName": "Bermuda",
"AvgLong": "-64.75",
"Row": "7",
"Col": "4",
"Region": "Americas",
"Continent": "North America",
"Population": "64237",
"PercentFemale": "",
"LifeExpectancy": "79.28853659",
"Inflation": "1.202668592",
"HealthSpendPctGDP": "",
"GDPperCapita": "63036.36061",
"PctGDPgrowth": "-1.899617174",
"TradeBalance": "",
"PctEmploy": "",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "",
"PctHIV": "",
"Long": "-64.75",
"Lat": "32.33"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bhutan",
"CountryCode": "BTN",
"ShortName": "Bhutan",
"AvgLong": "90.50",
"Row": "12",
"Col": "18",
"Region": "APAC",
"Continent": "Indian",
"Population": "725940",
"PercentFemale": "47.06669973",
"LifeExpectancy": "66.90885366",
"Inflation": "5.917131117",
"HealthSpendPctGDP": "5.194627071",
"GDPperCapita": "1392.68625",
"PctGDPgrowth": "11.7685858",
"TradeBalance": "",
"PctEmploy": "68.40000153",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "4.774912527",
"PctHIV": "0.3",
"Long": "90.50",
"Lat": "27.50"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bolivia",
"CountryCode": "BOL",
"ShortName": "Bolivia",
"AvgLong": "-65.00",
"Row": "22",
"Col": "3",
"Region": "Americas",
"Continent": "South America",
"Population": "9929849",
"PercentFemale": "50.1254148",
"LifeExpectancy": "66.26856098",
"Inflation": "8.777507333",
"HealthSpendPctGDP": "4.84416889",
"GDPperCapita": "1232.688733",
"PctGDPgrowth": "4.126723356",
"TradeBalance": "6.863286322",
"PctEmploy": "68.5",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "4.679789189",
"PctHIV": "0.3",
"Long": "-65.00",
"Lat": "-17.00"
},
{
"Year": "2010",
"YearCode": "YR2010",
"FullName": "Bosnia and Herzegovina",
"CountryCode": "BIH",
"ShortName": "Bosnia + Herzegovina",
"AvgLong": "18.00",
"Row": "8",
"Col": "11",
"Region": "EMEA",
"Continent": "Europe",
"Population": "3760149",
"PercentFemale": "51.93241013",
"LifeExpectancy": "75.40043902",
"Inflation": "1.40488499",
"HealthSpendPctGDP": "11.10833847",
"GDPperCapita": "2183.25835",
"PctGDPgrowth": "0.8",
"TradeBalance": "-20.74166087",
"PctEmploy": "35.09999847",
"PctChildEmployment": "",
"GovtDebt": "",
"PopOver65": "14.03242265",
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