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Created November 25, 2015 02:50
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Final - Voronoi Scatterplot - Life expectancy vs GDP per capita
<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<title>Scatterplot with Voronoi</title>
<!-- D3.js -->
<script src="http://d3js.org/d3.v3.js"></script>
<!-- Pym -->
<script src="pym.min.js"></script>
<!-- jQuery -->
<script src="http://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.min.js"></script>
<!-- Latest compiled and minified CSS -->
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.2/css/bootstrap.min.css">
<!-- Latest compiled and minified JavaScript -->
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.2/js/bootstrap.min.js"></script>
<!-- Open Sans & CSS -->
<link href='http://fonts.googleapis.com/css?family=Open+Sans:700,400,300' rel='stylesheet' type='text/css'>
<style>
body {
font-family: 'Open Sans', sans-serif;
font-size: 12px;
font-weight: 400;
color: #525252;
text-align: center;
}
html, body {
width:auto;
height:auto;
}
.axis path,
.axis line {
fill: none;
stroke: #B3B3B3;
shape-rendering: crispEdges;
}
.axis text {
font-size: 10px;
fill: #6B6B6B;
}
.popover {
pointer-events: none;
}
.legendCircle {
stroke-width:1;
stroke:#999;
stroke-dasharray:2 2;
fill:none;
}
.legendLine {
stroke-width: 1;
stroke: #D1D1D1;
shape-rendering: crispEdges;
}
.legendTitle {
fill: #1A1A1A;
color: #1A1A1A;
text-anchor: middle;
font-size: 10px;
}
.legendText {
fill: #949494;
text-anchor: start;
font-size: 9px;
}
@media (min-width: 500px) {
.col-sm-3, .col-sm-9 {
float: left;
}
.col-sm-9 {
width: 75%;
}
.col-sm-3 {
width: 25%;
}
}
</style>
</head>
<body>
<div id="cont" class="container-fluid text-center">
<div class="row scatter">
<h5 style="color: #3B3B3B;">Life expectancy versus GDP per Capita</h5>
<h6 style="color: #A6A6A6;">Voronoi - Final</h6>
<div class="col-sm-9">
<div id="chart"></div>
</div>
<div id = "legend" class="col-sm-3" style="padding-right: 0px; padding-left: 0px;">
<div class="legendTitle" style="font-size: 12px;">REGION</div>
<div class="legendText" style="font-size: 11px; color: #BABABA;">click to select all countries within a region</div>
<div id="legend"></div>
</div>
</div>
</div>
<script src="worldbank.js"></script>
<script src="script.js"></script>
</body>
</html>
/*! pym.js - v0.4.4 - 2015-07-16 */
!function(a){"function"==typeof define&&define.amd?define(a):"undefined"!=typeof module&&module.exports?module.exports=a():window.pym=a.call(this)}(function(){var a="xPYMx",b={},c=function(a){var b=new RegExp("[\\?&]"+a.replace(/[\[]/,"\\[").replace(/[\]]/,"\\]")+"=([^&#]*)"),c=b.exec(location.search);return null===c?"":decodeURIComponent(c[1].replace(/\+/g," "))},d=function(a,b){return"*"===b.xdomain||a.origin.match(new RegExp(b.xdomain+"$"))?!0:void 0},e=function(b,c,d){var e=["pym",b,c,d];return e.join(a)},f=function(b){var c=["pym",b,"(\\S+)","(.+)"];return new RegExp("^"+c.join(a)+"$")},g=function(){for(var a=document.querySelectorAll("[data-pym-src]:not([data-pym-auto-initialized])"),c=a.length,d=0;c>d;++d){var e=a[d];e.setAttribute("data-pym-auto-initialized",""),""===e.id&&(e.id="pym-"+d);var f=e.getAttribute("data-pym-src"),g=e.getAttribute("data-pym-xdomain"),h={};g&&(h.xdomain=g),new b.Parent(e.id,f,h)}};return b.Parent=function(a,b,c){this.id=a,this.url=b,this.el=document.getElementById(a),this.iframe=null,this.settings={xdomain:"*"},this.messageRegex=f(this.id),this.messageHandlers={},c=c||{},this._constructIframe=function(){var a=this.el.offsetWidth.toString();this.iframe=document.createElement("iframe");var b="",c=this.url.indexOf("#");c>-1&&(b=this.url.substring(c,this.url.length),this.url=this.url.substring(0,c)),this.url.indexOf("?")<0?this.url+="?":this.url+="&",this.iframe.src=this.url+"initialWidth="+a+"&childId="+this.id+"&parentUrl="+encodeURIComponent(window.location.href)+b,this.iframe.setAttribute("width","100%"),this.iframe.setAttribute("scrolling","no"),this.iframe.setAttribute("marginheight","0"),this.iframe.setAttribute("frameborder","0"),this.el.appendChild(this.iframe),window.addEventListener("resize",this._onResize)},this._onResize=function(){this.sendWidth()}.bind(this),this._fire=function(a,b){if(a in this.messageHandlers)for(var c=0;c<this.messageHandlers[a].length;c++)this.messageHandlers[a][c].call(this,b)},this.remove=function(){window.removeEventListener("message",this._processMessage),window.removeEventListener("resize",this._onResize),this.el.removeChild(this.iframe)},this._processMessage=function(a){if(d(a,this.settings)&&"string"==typeof a.data){var b=a.data.match(this.messageRegex);if(!b||3!==b.length)return!1;var c=b[1],e=b[2];this._fire(c,e)}}.bind(this),this._onHeightMessage=function(a){var b=parseInt(a);this.iframe.setAttribute("height",b+"px")},this._onNavigateToMessage=function(a){document.location.href=a},this.onMessage=function(a,b){a in this.messageHandlers||(this.messageHandlers[a]=[]),this.messageHandlers[a].push(b)},this.sendMessage=function(a,b){this.el.getElementsByTagName("iframe")[0].contentWindow.postMessage(e(this.id,a,b),"*")},this.sendWidth=function(){var a=this.el.offsetWidth.toString();this.sendMessage("width",a)};for(var g in c)this.settings[g]=c[g];return this.onMessage("height",this._onHeightMessage),this.onMessage("navigateTo",this._onNavigateToMessage),window.addEventListener("message",this._processMessage,!1),this._constructIframe(),this},b.Child=function(b){this.parentWidth=null,this.id=null,this.parentUrl=null,this.settings={renderCallback:null,xdomain:"*",polling:0},this.messageRegex=null,this.messageHandlers={},b=b||{},this.onMessage=function(a,b){a in this.messageHandlers||(this.messageHandlers[a]=[]),this.messageHandlers[a].push(b)},this._fire=function(a,b){if(a in this.messageHandlers)for(var c=0;c<this.messageHandlers[a].length;c++)this.messageHandlers[a][c].call(this,b)},this._processMessage=function(a){if(d(a,this.settings)&&"string"==typeof a.data){var b=a.data.match(this.messageRegex);if(b&&3===b.length){var c=b[1],e=b[2];this._fire(c,e)}}}.bind(this),this._onWidthMessage=function(a){var b=parseInt(a);b!==this.parentWidth&&(this.parentWidth=b,this.settings.renderCallback&&this.settings.renderCallback(b),this.sendHeight())},this.sendMessage=function(a,b){window.parent.postMessage(e(this.id,a,b),"*")},this.sendHeight=function(){var a=document.getElementsByTagName("body")[0].offsetHeight.toString();this.sendMessage("height",a)}.bind(this),this.scrollParentTo=function(a){this.sendMessage("navigateTo","#"+a)},this.navigateParentTo=function(a){this.sendMessage("navigateTo",a)},this.id=c("childId")||b.id,this.messageRegex=new RegExp("^pym"+a+this.id+a+"(\\S+)"+a+"(.+)$");var f=parseInt(c("initialWidth"));this.parentUrl=c("parentUrl"),this.onMessage("width",this._onWidthMessage);for(var g in b)this.settings[g]=b[g];return window.addEventListener("message",this._processMessage,!1),this.settings.renderCallback&&this.settings.renderCallback(f),this.sendHeight(),this.settings.polling&&window.setInterval(this.sendHeight,this.settings.polling),this},g(),b});
////////////////////////////////////////////////////////////
//////////////////////// Set-up ////////////////////////////
////////////////////////////////////////////////////////////
//Quick fix for resizing some things for mobile-ish viewers
var mobileScreen = ($( window ).innerWidth() < 500 ? true : false);
//Scatterplot
var margin = {left: 30, top: 20, right: 20, bottom: 20},
width = Math.min($("#chart").width(), 800) - margin.left - margin.right,
height = width*2/3;
var svg = d3.select("#chart").append("svg")
.attr("width", (width + margin.left + margin.right))
.attr("height", (height + margin.top + margin.bottom));
var wrapper = svg.append("g").attr("class", "chordWrapper")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
//////////////////////////////////////////////////////
///////////// Initialize Axes & Scales ///////////////
//////////////////////////////////////////////////////
var opacityCircles = 0.7;
//Set the color for each region
var color = d3.scale.ordinal()
.range(["#EFB605", "#E58903", "#E01A25", "#C20049", "#991C71", "#66489F", "#2074A0", "#10A66E", "#7EB852"])
.domain(["Africa | North & East", "Africa | South & West", "America | North & Central", "America | South",
"Asia | East & Central", "Asia | South & West", "Europe | North & West", "Europe | South & East", "Oceania"]);
//Set the new x axis range
var xScale = d3.scale.log()
.range([0, width])
.domain([100,2e5]); //I prefer this exact scale over the true range and then using "nice"
//.domain(d3.extent(countries, function(d) { return d.GDP_perCapita; }))
//.nice();
//Set new x-axis
var xAxis = d3.svg.axis()
.orient("bottom")
.ticks(2)
.tickFormat(function (d) {
return xScale.tickFormat((mobileScreen ? 4 : 8),function(d) {
var prefix = d3.formatPrefix(d);
return "$" + prefix.scale(d) + prefix.symbol;
})(d);
})
.scale(xScale);
//Append the x-axis
wrapper.append("g")
.attr("class", "x axis")
.attr("transform", "translate(" + 0 + "," + height + ")")
.call(xAxis);
//Set the new y axis range
var yScale = d3.scale.linear()
.range([height,0])
.domain(d3.extent(countries, function(d) { return d.lifeExpectancy; }))
.nice();
var yAxis = d3.svg.axis()
.orient("left")
.ticks(6) //Set rough # of ticks
.scale(yScale);
//Append the y-axis
wrapper.append("g")
.attr("class", "y axis")
.attr("transform", "translate(" + 0 + "," + 0 + ")")
.call(yAxis);
//Scale for the bubble size
var rScale = d3.scale.sqrt()
.range([mobileScreen ? 1 : 2, mobileScreen ? 10 : 16])
.domain(d3.extent(countries, function(d) { return d.GDP; }));
////////////////////////////////////////////////////////////
/////////////////// Scatterplot Circles ////////////////////
////////////////////////////////////////////////////////////
//Initiate a group element for the circles
var circleGroup = wrapper.append("g")
.attr("class", "circleWrapper");
//Place the country circles
circleGroup.selectAll("countries")
.data(countries.sort(function(a,b) { return b.GDP > a.GDP; })) //Sort so the biggest circles are below
.enter().append("circle")
.attr("class", function(d,i) { return "countries " + d.CountryCode; })
.style("opacity", opacityCircles)
.style("fill", function(d) {return color(d.Region);})
.attr("cx", function(d) {return xScale(d.GDP_perCapita);})
.attr("cy", function(d) {return yScale(d.lifeExpectancy);})
.attr("r", function(d) {return rScale(d.GDP);});
//////////////////////////////////////////////////////////////
//////////////////////// Voronoi /////////////////////////////
//////////////////////////////////////////////////////////////
//Initiate the voronoi function
//Use the same variables of the data in the .x and .y as used in the cx and cy of the circle call
//The clip extent will make the boundaries end nicely along the chart area instead of splitting up the entire SVG
//(if you do not do this it would mean that you already see a tooltip when your mouse is still in the axis area, which is confusing)
var voronoi = d3.geom.voronoi()
.x(function(d) { return xScale(d.GDP_perCapita); })
.y(function(d) { return yScale(d.lifeExpectancy); })
.clipExtent([[0, 0], [width, height]]);
//Initiate a group element to place the voronoi diagram in
var voronoiGroup = wrapper.append("g")
.attr("class", "voronoiWrapper");
//Create the Voronoi diagram
voronoiGroup.selectAll("path")
.data(voronoi(countries)) //Use vononoi() with your dataset inside
.enter().append("path")
.attr("d", function(d, i) { return "M" + d.join("L") + "Z"; })
.datum(function(d, i) { return d.point; })
.attr("class", function(d,i) { return "voronoi " + d.CountryCode; }) //Give each cell a unique class where the unique part corresponds to the circle classes
//.style("stroke", "#2074A0") //I use this to look at how the cells are dispersed as a check
.style("fill", "none")
.style("pointer-events", "all")
.on("mouseover", showTooltip)
.on("mouseout", removeTooltip);
//////////////////////////////////////////////////////
///////////////// Initialize Labels //////////////////
//////////////////////////////////////////////////////
//Set up X axis label
wrapper.append("g")
.append("text")
.attr("class", "x title")
.attr("text-anchor", "end")
.style("font-size", (mobileScreen ? 8 : 12) + "px")
.attr("transform", "translate(" + width + "," + (height - 10) + ")")
.text("GDP per capita [US $] - Note the logarithmic scale");
//Set up y axis label
wrapper.append("g")
.append("text")
.attr("class", "y title")
.attr("text-anchor", "end")
.style("font-size", (mobileScreen ? 8 : 12) + "px")
.attr("transform", "translate(18, 0) rotate(-90)")
.text("Life expectancy");
///////////////////////////////////////////////////////////////////////////
///////////////////////// Create the Legend////////////////////////////////
///////////////////////////////////////////////////////////////////////////
if (!mobileScreen) {
//Legend
var legendMargin = {left: 5, top: 10, right: 5, bottom: 10},
legendWidth = 145,
legendHeight = 270;
var svgLegend = d3.select("#legend").append("svg")
.attr("width", (legendWidth + legendMargin.left + legendMargin.right))
.attr("height", (legendHeight + legendMargin.top + legendMargin.bottom));
var legendWrapper = svgLegend.append("g").attr("class", "legendWrapper")
.attr("transform", "translate(" + legendMargin.left + "," + legendMargin.top +")");
var rectSize = 15, //dimensions of the colored square
rowHeight = 20, //height of a row in the legend
maxWidth = 144; //widht of each row
//Create container per rect/text pair
var legend = legendWrapper.selectAll('.legendSquare')
.data(color.range())
.enter().append('g')
.attr('class', 'legendSquare')
.attr("transform", function(d,i) { return "translate(" + 0 + "," + (i * rowHeight) + ")"; })
.style("cursor", "pointer")
.on("mouseover", selectLegend(0.02))
.on("mouseout", selectLegend(opacityCircles))
.on("click", clickLegend);
//Non visible white rectangle behind square and text for better hover
legend.append('rect')
.attr('width', maxWidth)
.attr('height', rowHeight)
.style('fill', "white");
//Append small squares to Legend
legend.append('rect')
.attr('width', rectSize)
.attr('height', rectSize)
.style('fill', function(d) {return d;});
//Append text to Legend
legend.append('text')
.attr('transform', 'translate(' + 22 + ',' + (rectSize/2) + ')')
.attr("class", "legendText")
.style("font-size", "10px")
.attr("dy", ".35em")
.text(function(d,i) { return color.domain()[i]; });
//Create g element for bubble size legend
var bubbleSizeLegend = legendWrapper.append("g")
.attr("transform", "translate(" + (legendWidth/2 - 30) + "," + (color.domain().length*rowHeight + 20) +")");
//Draw the bubble size legend
bubbleLegend(bubbleSizeLegend, rScale, legendSizes = [1e11,3e12,1e13], legendName = "GDP (Billion $)");
}//if !mobileScreen
else {
d3.select("#legend").style("display","none");
}
//////////////////////////////////////////////////////
/////////////////// Bubble Legend ////////////////////
//////////////////////////////////////////////////////
function bubbleLegend(wrapperVar, scale, sizes, titleName) {
var legendSize1 = sizes[0],
legendSize2 = sizes[1],
legendSize3 = sizes[2],
legendCenter = 0,
legendBottom = 50,
legendLineLength = 25,
textPadding = 5,
numFormat = d3.format(",");
wrapperVar.append("text")
.attr("class","legendTitle")
.attr("transform", "translate(" + legendCenter + "," + 0 + ")")
.attr("x", 0 + "px")
.attr("y", 0 + "px")
.attr("dy", "1em")
.text(titleName);
wrapperVar.append("circle")
.attr('r', scale(legendSize1))
.attr('class',"legendCircle")
.attr('cx', legendCenter)
.attr('cy', (legendBottom-scale(legendSize1)));
wrapperVar.append("circle")
.attr('r', scale(legendSize2))
.attr('class',"legendCircle")
.attr('cx', legendCenter)
.attr('cy', (legendBottom-scale(legendSize2)));
wrapperVar.append("circle")
.attr('r', scale(legendSize3))
.attr('class',"legendCircle")
.attr('cx', legendCenter)
.attr('cy', (legendBottom-scale(legendSize3)));
wrapperVar.append("line")
.attr('class',"legendLine")
.attr('x1', legendCenter)
.attr('y1', (legendBottom-2*scale(legendSize1)))
.attr('x2', (legendCenter + legendLineLength))
.attr('y2', (legendBottom-2*scale(legendSize1)));
wrapperVar.append("line")
.attr('class',"legendLine")
.attr('x1', legendCenter)
.attr('y1', (legendBottom-2*scale(legendSize2)))
.attr('x2', (legendCenter + legendLineLength))
.attr('y2', (legendBottom-2*scale(legendSize2)));
wrapperVar.append("line")
.attr('class',"legendLine")
.attr('x1', legendCenter)
.attr('y1', (legendBottom-2*scale(legendSize3)))
.attr('x2', (legendCenter + legendLineLength))
.attr('y2', (legendBottom-2*scale(legendSize3)));
wrapperVar.append("text")
.attr('class',"legendText")
.attr('x', (legendCenter + legendLineLength + textPadding))
.attr('y', (legendBottom-2*scale(legendSize1)))
.attr('dy', '0.25em')
.text("$ " + numFormat(Math.round(legendSize1/1e9)) + " B");
wrapperVar.append("text")
.attr('class',"legendText")
.attr('x', (legendCenter + legendLineLength + textPadding))
.attr('y', (legendBottom-2*scale(legendSize2)))
.attr('dy', '0.25em')
.text("$ " + numFormat(Math.round(legendSize2/1e9)) + " B");
wrapperVar.append("text")
.attr('class',"legendText")
.attr('x', (legendCenter + legendLineLength + textPadding))
.attr('y', (legendBottom-2*scale(legendSize3)))
.attr('dy', '0.25em')
.text("$ " + numFormat(Math.round(legendSize3/1e9)) + " B");
}//bubbleLegend
///////////////////////////////////////////////////////////////////////////
//////////////////// Hover function for the legend ////////////////////////
///////////////////////////////////////////////////////////////////////////
//Decrease opacity of non selected circles when hovering in the legend
function selectLegend(opacity) {
return function(d, i) {
var chosen = color.domain()[i];
wrapper.selectAll(".countries")
.filter(function(d) { return d.Region != chosen; })
.transition()
.style("opacity", opacity);
};
}//function selectLegend
///////////////////////////////////////////////////////////////////////////
///////////////////// Click functions for legend //////////////////////////
///////////////////////////////////////////////////////////////////////////
//Function to show only the circles for the clicked sector in the legend
function clickLegend(d,i) {
event.stopPropagation();
//deactivate the mouse over and mouse out events
d3.selectAll(".legendSquare")
.on("mouseover", null)
.on("mouseout", null);
//Chosen legend item
var chosen = color.domain()[i];
//Only show the circles of the chosen sector
wrapper.selectAll(".countries")
.style("opacity", opacityCircles)
.style("visibility", function(d) {
if (d.Region != chosen) return "hidden";
else return "visible";
});
//Make sure the pop-ups are only shown for the clicked on legend item
wrapper.selectAll(".voronoi")
.on("mouseover", function(d,i) {
if(d.Region != chosen) return null;
else return showTooltip.call(this, d, i);
})
.on("mouseout", function(d,i) {
if(d.Region != chosen) return null;
else return removeTooltip.call(this, d, i);
});
}//sectorClick
//Show all the cirkels again when clicked outside legend
function resetClick() {
//Activate the mouse over and mouse out events of the legend
d3.selectAll(".legendSquare")
.on("mouseover", selectLegend(0.02))
.on("mouseout", selectLegend(opacityCircles));
//Show all circles
wrapper.selectAll(".countries")
.style("opacity", opacityCircles)
.style("visibility", "visible");
//Activate all pop-over events
wrapper.selectAll(".voronoi")
.on("mouseover", showTooltip)
.on("mouseout", function (d,i) { removeTooltip.call(this, d, i); });
}//resetClick
//Reset the click event when the user clicks anywhere but the legend
d3.select("body").on("click", resetClick);
///////////////////////////////////////////////////////////////////////////
/////////////////// Hover functions of the circles ////////////////////////
///////////////////////////////////////////////////////////////////////////
//Hide the tooltip when the mouse moves away
function removeTooltip (d, i) {
//Save the chosen circle (so not the voronoi)
var element = d3.selectAll(".countries."+d.CountryCode);
//Fade out the bubble again
element.style("opacity", opacityCircles);
//Hide tooltip
$('.popover').each(function() {
$(this).remove();
});
//Fade out guide lines, then remove them
d3.selectAll(".guide")
.transition().duration(200)
.style("opacity", 0)
.remove();
}//function removeTooltip
//Show the tooltip on the hovered over slice
function showTooltip (d, i) {
//Save the chosen circle (so not the voronoi)
var element = d3.selectAll(".countries."+d.CountryCode);
//Define and show the tooltip
$(element).popover({
placement: 'auto top',
container: '#chart',
trigger: 'manual',
html : true,
content: function() {
return "<span style='font-size: 11px; text-align: center;'>" + d.Country + "</span>"; }
});
$(element).popover('show');
//Make chosen circle more visible
element.style("opacity", 1);
//Append lines to bubbles that will be used to show the precise data points
//vertical line
wrapper.append("g")
.attr("class", "guide")
.append("line")
.attr("x1", element.attr("cx"))
.attr("x2", element.attr("cx"))
.attr("y1", +element.attr("cy"))
.attr("y2", (height))
.style("stroke", element.style("fill"))
.style("opacity", 0)
.style("pointer-events", "none")
.transition().duration(200)
.style("opacity", 0.5);
//horizontal line
wrapper.append("g")
.attr("class", "guide")
.append("line")
.attr("x1", +element.attr("cx"))
.attr("x2", 0)
.attr("y1", element.attr("cy"))
.attr("y2", element.attr("cy"))
.style("stroke", element.style("fill"))
.style("opacity", 0)
.style("pointer-events", "none")
.transition().duration(200)
.style("opacity", 0.5);
}//function showTooltip
//iFrame handler
var pymChild = new pym.Child();
pymChild.sendHeight()
setTimeout(function() { pymChild.sendHeight(); },5000);
var countries = [
{
"Country": "Afghanistan",
"CountryCode": "AFG",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 15936784437.22,
"GDP_perCapita": 561.2,
"lifeExpectancy": 59.60009756
},
{
"Country": "Albania",
"CountryCode": "ALB",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 11926957254.63,
"GDP_perCapita": 4094.36,
"lifeExpectancy": 76.9785122
},
{
"Country": "Algeria",
"CountryCode": "DZA",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 161207304960.46,
"GDP_perCapita": 4349.57,
"lifeExpectancy": 70.61660976
},
{
"Country": "Angola",
"CountryCode": "AGO",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 82470894868.33,
"GDP_perCapita": 4218.65,
"lifeExpectancy": 50.65417073
},
{
"Country": "Antigua and Barbuda",
"CountryCode": "ATG",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1135539037.04,
"GDP_perCapita": 13017.31,
"lifeExpectancy": 75.33390244
},
{
"Country": "Argentina",
"CountryCode": "ARG",
"Region": "America | South",
"Continent": "Americas",
"GDP": 462703793707.19,
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];
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