Skip to content

Instantly share code, notes, and snippets.

@micahstubbs
Last active November 10, 2016 21:26
Show Gist options
  • Save micahstubbs/308bb284b1e803554fb4696b1392e6e0 to your computer and use it in GitHub Desktop.
Save micahstubbs/308bb284b1e803554fb4696b1392e6e0 to your computer and use it in GitHub Desktop.
Voronoi Scatterplot with bootstrap-native popover tooltip
height: 550
license: MIT
border: no

love that bootstrap popover tooltip but regret that jQuery depedency? this is the iteration for you.

enter bootstrap-native, a Vanilla JavaScript replacement for bootstrap

this example uses a fork of bootstrap native with improved error handling

removeTooltip.js and showTooltip.js code ported back to ES5 with https://babeljs.io/repl/

a fork of @micahstubbs's block Voronoi Scatterplot with diagram.find()

------ 8X --------

this example uses the diagram.find() convention introduced in d3 version 4.3.0

a fork of Philippe Rivière's block Nadieh Bremer's Scatterplot with Voronoi - ported to d3.v4, and no SVG overlay

------ 8X --------

This is a D3.v4 port by Philippe Rivière of Nadieh Bremer's block: Step 6 - Final - Voronoi (Distance Limited Tooltip) Scatterplot.

In addition, we use d3.voronoi.find(x,y,radius) to locate the point, instead of relying on a SVG overlay of clipped circles.

This gives:

  1. lazy computation of the Voronoi
  2. other objects are allowed capture the mouse before svg.

------ 8X --------

Nadieh:

This scatterplot is part of the extension of my blog on Using a D3 Voronoi grid to improve a chart's interactive experience. After writing that blog Franck Lebeau came with another version which uses large circles to define the tooltip region. I thought this was a great idea! But I made this variation on his code, because I felt that the extra code used in this example (versus the previous version 4) is more in line with the rest of the code.

The tooltip now reacts when you hover over an invisible large circular region around each circle.

You can find all of the steps here

forked from Fil's block: Step 6 - d3.v4 [UNLISTED]

<!DOCTYPE html>
<html>
<head>
<meta http-equiv="Content-Type" content="text/html;charset=utf-8"/>
<title>Scatterplot with Voronoi</title>
<!-- D3.js -->
<script src="//d3js.org/d3.v4.js"></script>
<!-- bootstrap-native -->
<!-- use custom build to handle tooltip removal cleanly -->
<script type="text/javascript" src="https://cdn.rawgit.com/micahstubbs/bootstrap.native/improve-popover-remove/dist/bootstrap-native.js"></script>
<!-- Open Sans & CSS -->
<link rel="stylesheet" href="//maxcdn.bootstrapcdn.com/bootstrap/3.3.2/css/bootstrap.min.css">
<link href='//fonts.googleapis.com/css?family=Open+Sans:700,400,300' rel='stylesheet' type='text/css'>
<link rel="icon" href="data:;base64,iVBORw0KGgo=">
<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;
}
.countries {
pointer-events: none;
}
.guide {
pointer-events: none;
font-size: 14px;
font-weight: 600;
}
.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;">goodbye jQuery 👋</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 id="legend"></div>
</div>
</div>
</div>
<script src="worldbank.js"></script>
<script src="removeTooltip.js"></script>
<script src="showTooltip.js"></script>
<script src="script.js"></script>
</body>
</html>
'use strict';
function removeTooltip(d, i, options, popoverTooltip) {
var idVariable = options.idVariable;
var xSelector = options.xSelector;
var ySelector = options.ySelector;
var tip = options.tip;
var wrapper = options.wrapper;
var height = options.height;
var width = options.width;
// Save the circle element (so not the voronoi which is triggering the hover event)
// in a variable by using the unique class of the voronoi (idVariable)
var elementSelector = void 0;
if (typeof d.datum !== 'undefined' && typeof d.datum[idVariable] !== 'undefined') {
elementSelector = '.marks.' + d.datum[idVariable];
} else {
elementSelector = '.marks.' + d[idVariable];
}
var element = void 0;
if (typeof d.datum !== 'undefined' && typeof d.datum[idVariable] !== 'undefined') {
element = d3.selectAll('.marks.' + d.datum[idVariable]);
} else {
element = d3.selectAll('.marks.' + d[idVariable]);
}
// Fade out the bright circle again
element.style('fill-opacity', 0.3);
//Hide tooltip
if (typeof popoverTooltip !== 'undefined') {
popoverTooltip.close();
}
//Fade out guide lines, then remove them
d3.selectAll(".guide").transition().duration(200).style("opacity", 0).remove();
} //function removeTooltip
////////////////////////////////////////////////////////////
//////////////////////// Set-up ////////////////////////////
////////////////////////////////////////////////////////////
//Quick fix for resizing some things for mobile-ish viewers
// vanilla JS window width and height
// https://gist.github.com/joshcarr/2f861bd37c3d0df40b30
var wV = window;
var dV = document;
var eV = dV.documentElement;
var gV = dV.getElementsByTagName('body')[0];
var xV = wV.innerWidth || eV.clientWidth || gV.clientWidth;
var yV = wV.innerHeight || eV.clientHeight || gV.clientHeight;
// Quick fix for resizing some things for mobile-ish viewers
var mobileScreen = (xV < 500);
//Scatterplot
var margin = {left: 60, top: 20, right: 20, bottom: 60},
width = Math.min(document.getElementById('chart').offsetWidth, 840) - 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", "scatterWrapper")
.attr("transform", "translate(" + margin.left + "," + margin.top + ")");
var idVariable = "CountryCode";
// add a an id property to each entry in the countries data
// if an idVariable is not defined already
countries.forEach((d, i) => {
if (typeof idVariable === 'undefined') {
countries[i].id = `${i}`;
}
})
if (typeof idVariable === 'undefined') idVariable = 'id';
//////////////////////////////////////////////////////
///////////// Initialize Axes & Scales ///////////////
//////////////////////////////////////////////////////
var opacityCircles = 0.7,
maxDistanceFromPoint = 50;
//Set the color for each region
var color = d3.scaleOrdinal()
.range(["#EFB605", "#E58903", "#E01A25", "#C20049", "#991C71", "#66489F", "#2074A0", "#10A66E", "#7EB852"])
.domain(["Africa | North & East", "Africa | South & West", "America | North & Central", "America | South",
"Asia | East & Central", "Asia | South & West", "Europe | North & West", "Europe | South & East", "Oceania"]);
//Set the new x axis range
var xScale = d3.scaleLog()
.range([0, width])
.domain([100,2e5]); //I prefer this exact scale over the true range and then using "nice"
//.domain(d3.extent(countries, function(d) { return d.GDP_perCapita; }))
//.nice();
//Set new x-axis
var xAxis = d3.axisBottom()
.ticks(2)
.tickFormat(function (d) {
return xScale.tickFormat((mobileScreen ? 4 : 8),function(d) {
return d3.format('$.2s')(d);
})(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.scaleLinear()
.range([height,0])
.domain(d3.extent(countries, function(d) { return d.lifeExpectancy; }))
.nice();
var yAxis = d3.axisLeft()
.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.scaleSqrt()
.range([mobileScreen ? 1 : 2, mobileScreen ? 10 : 16])
.domain(d3.extent(countries, function(d) { return d.GDP; }));
//////////////////////////////////////////////////////
///////////////// 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");
////////////////////////////////////////////////////////////
//////////////// Setup for the tooltip ////////////////////
////////////////////////////////////////////////////////////
// initialize variable for popover tooltip
var popoverTooltip;
var tooltipVariables = [
{
name: 'Country',
valueOnly: true
}
];
var xVariable = 'GDP_perCapita';
var yVariable = 'lifeExpectancy';
// strip out any white space
var xSelector = xVariable.replace(/\s/g, '');
var ySelector = yVariable.replace(/\s/g, '');
var xDroplineTextFormat = ".0f";
var yDroplineTextFormat = ".0f";
////////////////////////////////////////////////////////////
///// Capture mouse events and voronoi.find() the site /////
////////////////////////////////////////////////////////////
// Use the same variables of the data in the .x and .y as used in the cx and cy of the circle call
svg._tooltipped = svg.diagram = null;
svg.on('mousemove', function() {
if (!svg.diagram) {
console.log('computing the voronoi…');
svg.diagram = d3.voronoi()
.x(function(d) { return xScale(d.GDP_perCapita); })
.y(function(d) { return yScale(d.lifeExpectancy); })
(countries);
console.log('…done.');
}
var p = d3.mouse(this), site;
p[0] -= margin.left;
p[1] -= margin.top;
// don't react if the mouse is close to one of the axis
if (p[0] < 5 || p[1] < 5) {
site = null;
} else {
site = svg.diagram.find(p[0], p[1], maxDistanceFromPoint);
}
if (site !== svg._tooltipped) {
if (svg._tooltipped) {
// removeTooltip(svg._tooltipped.data)
var removeTooltipOptions = {
idVariable,
xVariable,
yVariable,
xSelector,
ySelector,
wrapper,
height,
width
};
removeTooltip(svg._tooltipped.data, undefined, removeTooltipOptions, popoverTooltip)
}
if (site) {
// showTooltip(site.data);
const showTooltipOptions = {
idVariable,
xVariable,
yVariable,
xSelector,
ySelector,
wrapper,
height,
width,
tooltipVariables,
xDroplineTextFormat,
yDroplineTextFormat
};
// return the updated popoverTooltip
popoverTooltip = showTooltip(site.data, undefined, showTooltipOptions, popoverTooltip);
}
svg._tooltipped = site;
}
});
////////////////////////////////////////////////////////////
/////////////////// 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 marks " + d.CountryCode; })
.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);})
.style("opacity", opacityCircles)
.style("fill", function(d) {return color(d.Region);});
///////////////////////////////////////////////////////////////////////////
///////////////////////// 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));
//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
'use strict';
function showTooltip(d, i, options, popoverTooltip) {
// test the bootstrap.native import
// console.log('bsn', bsn);
// var Popover = bsn.__moduleExports.Popover;
var idVariable = options.idVariable;
var xVariable = options.xVariable;
var yVariable = options.yVariable;
var xSelector = options.xSelector;
var ySelector = options.ySelector;
var tip = options.tip;
var wrapper = options.wrapper;
var height = options.height;
var width = options.width;
var tooltipVariables = options.tooltipVariables;
var xDroplineTextFormat = options.xDroplineTextFormat;
var yDroplineTextFormat = options.yDroplineTextFormat;
// Save the circle element (so not the voronoi which is triggering the hover event)
// in a variable by using the unique class of the voronoi (idVariable)
var elementSelector = void 0;
if (typeof d.datum !== 'undefined' && typeof d.datum[idVariable] !== 'undefined') {
elementSelector = '.marks.' + d.datum[idVariable];
} else {
elementSelector = '.marks.' + d[idVariable];
}
console.log('elementSelector from showTooltip', elementSelector);
var element = d3.selectAll(elementSelector);
var el = element._groups[0];
function generateHTML() {
// console.log('d from tooltip html function', d);
var allRows = '';
tooltipVariables.forEach(function (e) {
var currentValue = void 0;
var f = void 0;
if (typeof d.datum !== 'undefined') {
f = d.datum;
} else {
f = d;
}
// now parse based on the format
if (typeof e.format !== 'undefined') {
if (e.type === 'time') {
// time formatting
var inputValue = new Date(Number(f[e.name]));
// TODO: handle case where date values are strings
var currentFormat = d3.timeFormat(e.format);
currentValue = currentFormat(inputValue);
} else {
// number formatting
var _inputValue = Number(f[e.name]);
var _currentFormat = d3.format(e.format);
currentValue = _currentFormat(_inputValue);
}
} else {
// no formatting
currentValue = f[e.name];
}
var currentText = void 0;
if (typeof e.valueOnly !== 'undefined') {
currentText = currentValue;
} else {
currentText = e.name + ' ' + currentValue;
}
var currentRow = '<span style=\'font-size: 11px; display: block; text-align: center;\'>' + currentText + '</span>';
allRows = allRows.concat(currentRow);
});
var html = '<div class="popover" role="tooltip">\n <div class="arrow"></div>\n <div class="popover-content">' + allRows + '</div>\n </div>';
// console.log('html from template', html);
return html;
};
// close any lingering tooltips from
// previous interactions
d3.selectAll('.popover').remove();
//Fade out guide lines, then remove them
d3.selectAll('.guide').transition().duration(200).style('opacity', 0).remove();
//Define and show the tooltip
popoverTooltip = new Popover(elementSelector, {
trigger: 'hover',
duration: 100,
delay: 100,
template: generateHTML()
});
// console.log('popoverTooltip', popoverTooltip);
popoverTooltip.open();
//Make chosen circle more visible
element.style("opacity", 1);
//Place and show tooltip
var x = +element.attr("cx");
var y = +element.attr("cy");
var color = element.style("fill");
//
//Append lines to bubbles that will be used to show the precise data points
//
//vertical line to x-axis
wrapper.append("line").attr("class", "guide").attr("x1", x).attr("x2", x).attr("y1", y).attr("y2", height + 20).style("stroke", color).style("opacity", 0).transition().duration(200).style("opacity", 0.5);
//Value on the axis
wrapper.append("text").attr("class", "guide").attr("x", x).attr("y", height + 38).style("fill", color).style("opacity", 0).style("text-anchor", "middle").text(d3.format(xDroplineTextFormat)(d[xVariable])).transition().duration(200).style("opacity", 0.5);
//horizontal line to y-axis
wrapper.append("line").attr("class", "guide").attr("x1", x).attr("x2", -20).attr("y1", y).attr("y2", y).style("stroke", color).style("opacity", 0).transition().duration(200).style("opacity", 0.5);
//Value on the axis
wrapper.append("text").attr("class", "guide").attr("x", -25).attr("y", y).attr("dy", "0.35em").style("fill", color).style("opacity", 0).style("text-anchor", "end").text(d3.format(yDroplineTextFormat)(d[yVariable])).transition().duration(200).style("opacity", 0.5);
return popoverTooltip;
} // function showTooltip
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,
"GDP_perCapita": 11460.38,
"lifeExpectancy": 75.66356098
},
{
"Country": "Armenia",
"CountryCode": "ARM",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 9260287416.06,
"GDP_perCapita": 3124.78,
"lifeExpectancy": 74.21965854
},
{
"Country": "Aruba",
"CountryCode": "ABW",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 2467703910.61,
"GDP_perCapita": 24289.14,
"lifeExpectancy": 74.95202439
},
{
"Country": "Australia",
"CountryCode": "AUS",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 1141267760188.09,
"GDP_perCapita": 51800.93,
"lifeExpectancy": 81.69512195
},
{
"Country": "Austria",
"CountryCode": "AUT",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 389656071767.18,
"GDP_perCapita": 46590.61,
"lifeExpectancy": 80.5804878
},
{
"Country": "Azerbaijan",
"CountryCode": "AZE",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 52902703376.11,
"GDP_perCapita": 5842.81,
"lifeExpectancy": 70.45029268
},
{
"Country": "Bahamas, The",
"CountryCode": "BHS",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 7.91e+09,
"GDP_perCapita": 21941.87,
"lifeExpectancy": 74.59239024
},
{
"Country": "Bahrain",
"CountryCode": "BHR",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 25713544824.94,
"GDP_perCapita": 20545.97,
"lifeExpectancy": 76.26485366
},
{
"Country": "Bangladesh",
"CountryCode": "BGD",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 115279077465.23,
"GDP_perCapita": 762.8,
"lifeExpectancy": 69.48580488
},
{
"Country": "Barbados",
"CountryCode": "BRB",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 4433700000,
"GDP_perCapita": 15812.28,
"lifeExpectancy": 74.80178049
},
{
"Country": "Belarus",
"CountryCode": "BLR",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 55220932613.96,
"GDP_perCapita": 5818.85,
"lifeExpectancy": 70.40487805
},
{
"Country": "Belgium",
"CountryCode": "BEL",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 484404271608.09,
"GDP_perCapita": 44358.26,
"lifeExpectancy": 80.23414634
},
{
"Country": "Belize",
"CountryCode": "BLZ",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1397113450,
"GDP_perCapita": 4527.34,
"lifeExpectancy": 73.2704878
},
{
"Country": "Benin",
"CountryCode": "BEN",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 6561782312.62,
"GDP_perCapita": 690,
"lifeExpectancy": 58.74668293
},
{
"Country": "Bermuda",
"CountryCode": "BMU",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 5744414000,
"GDP_perCapita": 88207.33,
"lifeExpectancy": 79.28853659
},
{
"Country": "Bhutan",
"CountryCode": "BTN",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 1585396256.12,
"GDP_perCapita": 2211.34,
"lifeExpectancy": 67.00468293
},
{
"Country": "Bolivia",
"CountryCode": "BOL",
"Region": "America | South",
"Continent": "Americas",
"GDP": 19649631308.16,
"GDP_perCapita": 1934.67,
"lifeExpectancy": 66.31970732
},
{
"Country": "Bosnia and Herzegovina",
"CountryCode": "BIH",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 16847493058.85,
"GDP_perCapita": 4380.6,
"lifeExpectancy": 75.80668293
},
{
"Country": "Botswana",
"CountryCode": "BWA",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 13746712711.21,
"GDP_perCapita": 6980.36,
"lifeExpectancy": 46.44029268
},
{
"Country": "Brazil",
"CountryCode": "BRA",
"Region": "America | South",
"Continent": "Americas",
"GDP": 2143067871759.89,
"GDP_perCapita": 10978.26,
"lifeExpectancy": 73.07531707
},
{
"Country": "Brunei Darussalam",
"CountryCode": "BRN",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 12369708858.9,
"GDP_perCapita": 30880.34,
"lifeExpectancy": 77.98865854
},
{
"Country": "Bulgaria",
"CountryCode": "BGR",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 48669060511.71,
"GDP_perCapita": 6580.81,
"lifeExpectancy": 73.51219512
},
{
"Country": "Burkina Faso",
"CountryCode": "BFA",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 8992678844.36,
"GDP_perCapita": 578.67,
"lifeExpectancy": 55.0067561
},
{
"Country": "Burundi",
"CountryCode": "BDI",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 2026864414.47,
"GDP_perCapita": 219.53,
"lifeExpectancy": 52.62402439
},
{
"Country": "Cabo Verde",
"CountryCode": "CPV",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 1664310632.51,
"GDP_perCapita": 3413.26,
"lifeExpectancy": 73.85697561
},
{
"Country": "Cambodia",
"CountryCode": "KHM",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 11242266333.93,
"GDP_perCapita": 782.62,
"lifeExpectancy": 70.64336585
},
{
"Country": "Cameroon",
"CountryCode": "CMR",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 23622482954.8,
"GDP_perCapita": 1145.37,
"lifeExpectancy": 53.69482927
},
{
"Country": "Canada",
"CountryCode": "CAN",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1614072093764.07,
"GDP_perCapita": 47465.35,
"lifeExpectancy": 80.8934878
},
{
"Country": "Central African Republic",
"CountryCode": "CAF",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 1986014759.2,
"GDP_perCapita": 456.56,
"lifeExpectancy": 48.09873171
},
{
"Country": "Chad",
"CountryCode": "TCD",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 10657705536.5,
"GDP_perCapita": 909.3,
"lifeExpectancy": 49.76985366
},
{
"Country": "Chile",
"CountryCode": "CHL",
"Region": "America | South",
"Continent": "Americas",
"GDP": 217501911333.71,
"GDP_perCapita": 12681.77,
"lifeExpectancy": 79.05046341
},
{
"Country": "China",
"CountryCode": "CHN",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 5930502270312.98,
"GDP_perCapita": 4433.34,
"lifeExpectancy": 74.88502439
},
{
"Country": "Colombia",
"CountryCode": "COL",
"Region": "America | South",
"Continent": "Americas",
"GDP": 287018184637.53,
"GDP_perCapita": 6179.77,
"lifeExpectancy": 73.36768293
},
{
"Country": "Comoros",
"CountryCode": "COM",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 516962949.5,
"GDP_perCapita": 756.81,
"lifeExpectancy": 60.20341463
},
{
"Country": "Congo, Rep.",
"CountryCode": "COG",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 12007880067.44,
"GDP_perCapita": 2920.41,
"lifeExpectancy": 57.20402439
},
{
"Country": "Costa Rica",
"CountryCode": "CRI",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 36298327669.9,
"GDP_perCapita": 7773.19,
"lifeExpectancy": 79.27970732
},
{
"Country": "Cote d'Ivoire",
"CountryCode": "CIV",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 24884503950.68,
"GDP_perCapita": 1311.33,
"lifeExpectancy": 49.67529268
},
{
"Country": "Croatia",
"CountryCode": "HRV",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 59643818181.82,
"GDP_perCapita": 13500.85,
"lifeExpectancy": 76.47560976
},
{
"Country": "Cuba",
"CountryCode": "CUB",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 64328220000,
"GDP_perCapita": 5701.96,
"lifeExpectancy": 78.71778049
},
{
"Country": "Cyprus",
"CountryCode": "CYP",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 23132450331.13,
"GDP_perCapita": 27889.04,
"lifeExpectancy": 79.30982927
},
{
"Country": "Czech Republic",
"CountryCode": "CZE",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 207016402026.36,
"GDP_perCapita": 19764.02,
"lifeExpectancy": 77.42439024
},
{
"Country": "Denmark",
"CountryCode": "DNK",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 319812413596.9,
"GDP_perCapita": 57647.93,
"lifeExpectancy": 79.1
},
{
"Country": "Djibouti",
"CountryCode": "DJI",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 1128611700.36,
"GDP_perCapita": 1353.19,
"lifeExpectancy": 60.29119512
},
{
"Country": "Dominican Republic",
"CountryCode": "DOM",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 53042943731.14,
"GDP_perCapita": 5295.4,
"lifeExpectancy": 72.79214634
},
{
"Country": "Ecuador",
"CountryCode": "ECU",
"Region": "America | South",
"Continent": "Americas",
"GDP": 69555367000,
"GDP_perCapita": 4636.69,
"lifeExpectancy": 75.64770732
},
{
"Country": "Egypt, Arab Rep.",
"CountryCode": "EGY",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 218887812549.85,
"GDP_perCapita": 2803.53,
"lifeExpectancy": 70.45082927
},
{
"Country": "El Salvador",
"CountryCode": "SLV",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 21418300000,
"GDP_perCapita": 3444.46,
"lifeExpectancy": 71.63441463
},
{
"Country": "Equatorial Guinea",
"CountryCode": "GNQ",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 11582917790.3,
"GDP_perCapita": 16638.13,
"lifeExpectancy": 51.53307317
},
{
"Country": "Eritrea",
"CountryCode": "ERI",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 2117039510.7,
"GDP_perCapita": 368.75,
"lifeExpectancy": 61.18509756
},
{
"Country": "Estonia",
"CountryCode": "EST",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 19479012423.35,
"GDP_perCapita": 14629.65,
"lifeExpectancy": 75.42926829
},
{
"Country": "Ethiopia",
"CountryCode": "ETH",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 29933790334.34,
"GDP_perCapita": 343.69,
"lifeExpectancy": 61.46795122
},
{
"Country": "Fiji",
"CountryCode": "FJI",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 3140508835.95,
"GDP_perCapita": 3649.38,
"lifeExpectancy": 69.38231707
},
{
"Country": "Finland",
"CountryCode": "FIN",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 247799815768.48,
"GDP_perCapita": 46202.42,
"lifeExpectancy": 79.87073171
},
{
"Country": "France",
"CountryCode": "FRA",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 2646837111794.78,
"GDP_perCapita": 40706.08,
"lifeExpectancy": 81.66341463
},
{
"Country": "Gabon",
"CountryCode": "GAB",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 14569527124.62,
"GDP_perCapita": 9362.11,
"lifeExpectancy": 62.2897561
},
{
"Country": "Gambia, The",
"CountryCode": "GMB",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 951827284.92,
"GDP_perCapita": 566.35,
"lifeExpectancy": 58.1335122
},
{
"Country": "Georgia",
"CountryCode": "GEO",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 11638536834.43,
"GDP_perCapita": 2613.76,
"lifeExpectancy": 73.67473171
},
{
"Country": "Germany",
"CountryCode": "DEU",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 3412008772736.86,
"GDP_perCapita": 41723.37,
"lifeExpectancy": 79.98780488
},
{
"Country": "Ghana",
"CountryCode": "GHA",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 32174839712.79,
"GDP_perCapita": 1326.09,
"lifeExpectancy": 60.59956098
},
{
"Country": "Greece",
"CountryCode": "GRC",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 299598056253.27,
"GDP_perCapita": 26861.46,
"lifeExpectancy": 80.38780488
},
{
"Country": "Grenada",
"CountryCode": "GRD",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 771015875.27,
"GDP_perCapita": 7365.67,
"lifeExpectancy": 72.33687805
},
{
"Country": "Guatemala",
"CountryCode": "GTM",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 41337958251.63,
"GDP_perCapita": 2882.39,
"lifeExpectancy": 70.99597561
},
{
"Country": "Guinea",
"CountryCode": "GIN",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 4735956475.83,
"GDP_perCapita": 435.45,
"lifeExpectancy": 55.298
},
{
"Country": "Guinea-Bissau",
"CountryCode": "GNB",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 847491366.89,
"GDP_perCapita": 534.15,
"lifeExpectancy": 53.55843902
},
{
"Country": "Guyana",
"CountryCode": "GUY",
"Region": "America | South",
"Continent": "Americas",
"GDP": 2259288396.24,
"GDP_perCapita": 2873.95,
"lifeExpectancy": 65.7024878
},
{
"Country": "Haiti",
"CountryCode": "HTI",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 6622541528.57,
"GDP_perCapita": 669.19,
"lifeExpectancy": 61.8667561
},
{
"Country": "Honduras",
"CountryCode": "HND",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 15839344591.98,
"GDP_perCapita": 2078.33,
"lifeExpectancy": 72.85031707
},
{
"Country": "Hong Kong SAR, China",
"CountryCode": "HKG",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 228637697575.04,
"GDP_perCapita": 32550,
"lifeExpectancy": 82.97804878
},
{
"Country": "Hungary",
"CountryCode": "HUN",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 129585601615.85,
"GDP_perCapita": 12958.53,
"lifeExpectancy": 74.20731707
},
{
"Country": "Iceland",
"CountryCode": "ISL",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 13261035516.56,
"GDP_perCapita": 41695.99,
"lifeExpectancy": 81.89756098
},
{
"Country": "India",
"CountryCode": "IND",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 1708458876829.92,
"GDP_perCapita": 1417.07,
"lifeExpectancy": 65.6942439
},
{
"Country": "Indonesia",
"CountryCode": "IDN",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 709190823319.75,
"GDP_perCapita": 2946.66,
"lifeExpectancy": 70.16785366
},
{
"Country": "Iran, Islamic Rep.",
"CountryCode": "IRN",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 422567967404.51,
"GDP_perCapita": 5674.92,
"lifeExpectancy": 73.13014634
},
{
"Country": "Iraq",
"CountryCode": "IRQ",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 138516722649.57,
"GDP_perCapita": 4473.71,
"lifeExpectancy": 68.8297561
},
{
"Country": "Ireland",
"CountryCode": "IRL",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 218435251789.12,
"GDP_perCapita": 47900.84,
"lifeExpectancy": 80.74390244
},
{
"Country": "Israel",
"CountryCode": "ISR",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 232907996790.59,
"GDP_perCapita": 30550.92,
"lifeExpectancy": 81.60243902
},
{
"Country": "Italy",
"CountryCode": "ITA",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 2126620402889.09,
"GDP_perCapita": 35875.73,
"lifeExpectancy": 82.03658537
},
{
"Country": "Jamaica",
"CountryCode": "JAM",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 13230844040.04,
"GDP_perCapita": 4917.02,
"lifeExpectancy": 72.84712195
},
{
"Country": "Japan",
"CountryCode": "JPN",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 5495387182996.1,
"GDP_perCapita": 42909.25,
"lifeExpectancy": 82.84268293
},
{
"Country": "Jordan",
"CountryCode": "JOR",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 26425379436.62,
"GDP_perCapita": 4370.72,
"lifeExpectancy": 73.43587805
},
{
"Country": "Kazakhstan",
"CountryCode": "KAZ",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 148047348240.64,
"GDP_perCapita": 9070.65,
"lifeExpectancy": 68.29536585
},
{
"Country": "Kenya",
"CountryCode": "KEN",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 40000138830.87,
"GDP_perCapita": 977.78,
"lifeExpectancy": 59.54707317
},
{
"Country": "Kiribati",
"CountryCode": "KIR",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 150431113.56,
"GDP_perCapita": 1539.05,
"lifeExpectancy": 67.88382927
},
{
"Country": "Korea, Rep.",
"CountryCode": "KOR",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 1094499350178.46,
"GDP_perCapita": 22151.21,
"lifeExpectancy": 80.55121951
},
{
"Country": "Kuwait",
"CountryCode": "KWT",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 115428557470.18,
"GDP_perCapita": 38584.48,
"lifeExpectancy": 74.16192683
},
{
"Country": "Kyrgyz Republic",
"CountryCode": "KGZ",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 4794357795.07,
"GDP_perCapita": 880.04,
"lifeExpectancy": 69.3
},
{
"Country": "Lao PDR",
"CountryCode": "LAO",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 7181441151.89,
"GDP_perCapita": 1122.85,
"lifeExpectancy": 66.89843902
},
{
"Country": "Latvia",
"CountryCode": "LVA",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 24009680459.99,
"GDP_perCapita": 11446.51,
"lifeExpectancy": 73.48292683
},
{
"Country": "Lebanon",
"CountryCode": "LBN",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 38009950248.76,
"GDP_perCapita": 8755.85,
"lifeExpectancy": 79.25278049
},
{
"Country": "Lesotho",
"CountryCode": "LSO",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 2175692207.16,
"GDP_perCapita": 1083.02,
"lifeExpectancy": 47.48341463
},
{
"Country": "Liberia",
"CountryCode": "LBR",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 1292696475.96,
"GDP_perCapita": 326.6,
"lifeExpectancy": 59.43431707
},
{
"Country": "Libya",
"CountryCode": "LBY",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 74755288916.96,
"GDP_perCapita": 12375.45,
"lifeExpectancy": 74.7924878
},
{
"Country": "Lithuania",
"CountryCode": "LTU",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 36709511568.12,
"GDP_perCapita": 11852.17,
"lifeExpectancy": 73.26829268
},
{
"Country": "Luxembourg",
"CountryCode": "LUX",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 52143650382.99,
"GDP_perCapita": 102856.97,
"lifeExpectancy": 80.63170732
},
{
"Country": "Macao SAR, China",
"CountryCode": "MAC",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 28359706123.1,
"GDP_perCapita": 53045.88,
"lifeExpectancy": 79.69295122
},
{
"Country": "Macedonia, FYR",
"CountryCode": "MKD",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 9338674078.31,
"GDP_perCapita": 4442.3,
"lifeExpectancy": 74.72214634
},
{
"Country": "Madagascar",
"CountryCode": "MDG",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 8729936135.74,
"GDP_perCapita": 414.14,
"lifeExpectancy": 63.34973171
},
{
"Country": "Malawi",
"CountryCode": "MWI",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 5398616984.59,
"GDP_perCapita": 359.58,
"lifeExpectancy": 53.46570732
},
{
"Country": "Malaysia",
"CountryCode": "MYS",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 247533525517.7,
"GDP_perCapita": 8754.24,
"lifeExpectancy": 74.49558537
},
{
"Country": "Maldives",
"CountryCode": "MDV",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 2134104883.7,
"GDP_perCapita": 6552.48,
"lifeExpectancy": 76.78631707
},
{
"Country": "Mali",
"CountryCode": "MLI",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 9422267259.99,
"GDP_perCapita": 673.69,
"lifeExpectancy": 53.77073171
},
{
"Country": "Malta",
"CountryCode": "MLT",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 8163841059.6,
"GDP_perCapita": 19695.26,
"lifeExpectancy": 81.39756098
},
{
"Country": "Mauritania",
"CountryCode": "MRT",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 3526947608.88,
"GDP_perCapita": 977.15,
"lifeExpectancy": 61.0232439
},
{
"Country": "Mauritius",
"CountryCode": "MUS",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 9718233910.68,
"GDP_perCapita": 7772.1,
"lifeExpectancy": 72.96731707
},
{
"Country": "Mexico",
"CountryCode": "MEX",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1051627949327,
"GDP_perCapita": 8920.69,
"lifeExpectancy": 76.69029268
},
{
"Country": "Micronesia, Fed. Sts.",
"CountryCode": "FSM",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 294117200,
"GDP_perCapita": 2838.45,
"lifeExpectancy": 68.62173171
},
{
"Country": "Moldova",
"CountryCode": "MDA",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 5811604051.97,
"GDP_perCapita": 1631.54,
"lifeExpectancy": 68.45812195
},
{
"Country": "Mongolia",
"CountryCode": "MNG",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 6200357070.11,
"GDP_perCapita": 2285.65,
"lifeExpectancy": 66.89460976
},
{
"Country": "Montenegro",
"CountryCode": "MNE",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 4114881346.94,
"GDP_perCapita": 6636.07,
"lifeExpectancy": 74.41673171
},
{
"Country": "Morocco",
"CountryCode": "MAR",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 90770671431.67,
"GDP_perCapita": 2822.73,
"lifeExpectancy": 70.17158537
},
{
"Country": "Mozambique",
"CountryCode": "MOZ",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 10165353591.17,
"GDP_perCapita": 424.13,
"lifeExpectancy": 49.13707317
},
{
"Country": "Namibia",
"CountryCode": "NAM",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 11281996426.04,
"GDP_perCapita": 5177.68,
"lifeExpectancy": 62.48029268
},
{
"Country": "Nepal",
"CountryCode": "NPL",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 15994094606.97,
"GDP_perCapita": 595.77,
"lifeExpectancy": 67.10492683
},
{
"Country": "Netherlands",
"CountryCode": "NLD",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 836389937229.2,
"GDP_perCapita": 50338.25,
"lifeExpectancy": 80.70243902
},
{
"Country": "New Zealand",
"CountryCode": "NZL",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 143466743661.01,
"GDP_perCapita": 32975.55,
"lifeExpectancy": 80.70243902
},
{
"Country": "Nicaragua",
"CountryCode": "NIC",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 8938209651.44,
"GDP_perCapita": 1535.19,
"lifeExpectancy": 73.79512195
},
{
"Country": "Niger",
"CountryCode": "NER",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 5718589550.16,
"GDP_perCapita": 359.8,
"lifeExpectancy": 56.98563415
},
{
"Country": "Nigeria",
"CountryCode": "NGA",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 369062403181.95,
"GDP_perCapita": 2310.86,
"lifeExpectancy": 51.28941463
},
{
"Country": "Norway",
"CountryCode": "NOR",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 420945705225.42,
"GDP_perCapita": 86096.14,
"lifeExpectancy": 80.99756098
},
{
"Country": "Oman",
"CountryCode": "OMN",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 58641352878.43,
"GDP_perCapita": 20922.66,
"lifeExpectancy": 76.04580488
},
{
"Country": "Pakistan",
"CountryCode": "PAK",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 177165635077.07,
"GDP_perCapita": 1023.2,
"lifeExpectancy": 66.12634146
},
{
"Country": "Panama",
"CountryCode": "PAN",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 28814100000,
"GDP_perCapita": 7833.9,
"lifeExpectancy": 76.94870732
},
{
"Country": "Papua New Guinea",
"CountryCode": "PNG",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 9717175432.14,
"GDP_perCapita": 1416.72,
"lifeExpectancy": 62.00780488
},
{
"Country": "Paraguay",
"CountryCode": "PRY",
"Region": "America | South",
"Continent": "Americas",
"GDP": 20030529733.44,
"GDP_perCapita": 3100.84,
"lifeExpectancy": 72.02665854
},
{
"Country": "Peru",
"CountryCode": "PER",
"Region": "America | South",
"Continent": "Americas",
"GDP": 148522810971.5,
"GDP_perCapita": 5075.48,
"lifeExpectancy": 73.90509756
},
{
"Country": "Philippines",
"CountryCode": "PHL",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 199589447424.07,
"GDP_perCapita": 2135.92,
"lifeExpectancy": 68.23026829
},
{
"Country": "Poland",
"CountryCode": "POL",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 476687891752.07,
"GDP_perCapita": 12484.07,
"lifeExpectancy": 76.24634146
},
{
"Country": "Portugal",
"CountryCode": "PRT",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 238303443425.21,
"GDP_perCapita": 22538.65,
"lifeExpectancy": 79.02682927
},
{
"Country": "Qatar",
"CountryCode": "QAT",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 125122249141.25,
"GDP_perCapita": 71510.16,
"lifeExpectancy": 78.14604878
},
{
"Country": "Russian Federation",
"CountryCode": "RUS",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 1524916112078.87,
"GDP_perCapita": 10709.77,
"lifeExpectancy": 68.85609756
},
{
"Country": "Rwanda",
"CountryCode": "RWA",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 5698548923.48,
"GDP_perCapita": 525.85,
"lifeExpectancy": 62.21214634
},
{
"Country": "Samoa",
"CountryCode": "WSM",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 643059403.01,
"GDP_perCapita": 3456.77,
"lifeExpectancy": 72.40802439
},
{
"Country": "Sao Tome and Principe",
"CountryCode": "STP",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 201037916.58,
"GDP_perCapita": 1127.98,
"lifeExpectancy": 65.85368293
},
{
"Country": "Saudi Arabia",
"CountryCode": "SAU",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 526811466666.67,
"GDP_perCapita": 19326.58,
"lifeExpectancy": 75.07560976
},
{
"Country": "Senegal",
"CountryCode": "SEN",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 12932427724.32,
"GDP_perCapita": 998.6,
"lifeExpectancy": 62.84187805
},
{
"Country": "Serbia",
"CountryCode": "SRB",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 39368633038.12,
"GDP_perCapita": 5399.3,
"lifeExpectancy": 74.33658537
},
{
"Country": "Seychelles",
"CountryCode": "SYC",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 973360306.52,
"GDP_perCapita": 10842.82,
"lifeExpectancy": 73.19756098
},
{
"Country": "Sierra Leone",
"CountryCode": "SLE",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 2578159495.56,
"GDP_perCapita": 448.22,
"lifeExpectancy": 44.83895122
},
{
"Country": "Singapore",
"CountryCode": "SGP",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 236420337242.78,
"GDP_perCapita": 46569.69,
"lifeExpectancy": 81.54146341
},
{
"Country": "Slovak Republic",
"CountryCode": "SVK",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 89011919205.3,
"GDP_perCapita": 16509.9,
"lifeExpectancy": 75.11219512
},
{
"Country": "Slovenia",
"CountryCode": "SVN",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 47972988741.72,
"GDP_perCapita": 23417.64,
"lifeExpectancy": 79.42195122
},
{
"Country": "Solomon Islands",
"CountryCode": "SLB",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 681587104.77,
"GDP_perCapita": 1294.69,
"lifeExpectancy": 67.06665854
},
{
"Country": "South Africa",
"CountryCode": "ZAF",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 375349442837.19,
"GDP_perCapita": 7389.96,
"lifeExpectancy": 54.3907561
},
{
"Country": "Spain",
"CountryCode": "ESP",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 1431587612302.26,
"GDP_perCapita": 30736,
"lifeExpectancy": 81.62682927
},
{
"Country": "Sri Lanka",
"CountryCode": "LKA",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 49567521669.91,
"GDP_perCapita": 2400.02,
"lifeExpectancy": 73.75526829
},
{
"Country": "St. Lucia",
"CountryCode": "LCA",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1244297407.41,
"GDP_perCapita": 7014.2,
"lifeExpectancy": 74.41102439
},
{
"Country": "St. Vincent and the Grenadines",
"CountryCode": "VCT",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 681225962.96,
"GDP_perCapita": 6231.71,
"lifeExpectancy": 72.18492683
},
{
"Country": "Sudan",
"CountryCode": "SDN",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 65632081240.3,
"GDP_perCapita": 1439.52,
"lifeExpectancy": 61.47829268
},
{
"Country": "Suriname",
"CountryCode": "SUR",
"Region": "America | South",
"Continent": "Americas",
"GDP": 4368398047.64,
"GDP_perCapita": 8321.39,
"lifeExpectancy": 70.33582927
},
{
"Country": "Swaziland",
"CountryCode": "SWZ",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 3891575151.61,
"GDP_perCapita": 3261.6,
"lifeExpectancy": 48.3457561
},
{
"Country": "Sweden",
"CountryCode": "SWE",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 488377689564.92,
"GDP_perCapita": 52076.26,
"lifeExpectancy": 81.45121951
},
{
"Country": "Switzerland",
"CountryCode": "CHE",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 581208562423.37,
"GDP_perCapita": 74276.72,
"lifeExpectancy": 82.24634146
},
{
"Country": "Tajikistan",
"CountryCode": "TJK",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 5642178579.58,
"GDP_perCapita": 739.73,
"lifeExpectancy": 66.9955122
},
{
"Country": "Tanzania",
"CountryCode": "TZA",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 30917376837.12,
"GDP_perCapita": 707.93,
"lifeExpectancy": 59.18170732
},
{
"Country": "Thailand",
"CountryCode": "THA",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 318907930075.71,
"GDP_perCapita": 4802.66,
"lifeExpectancy": 73.81378049
},
{
"Country": "Togo",
"CountryCode": "TGO",
"Region": "Africa | South & West",
"Continent": "Africa",
"GDP": 3172945506.36,
"GDP_perCapita": 503.16,
"lifeExpectancy": 55.46887805
},
{
"Country": "Tonga",
"CountryCode": "TON",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 369212477.46,
"GDP_perCapita": 3546.78,
"lifeExpectancy": 72.18263415
},
{
"Country": "Trinidad and Tobago",
"CountryCode": "TTO",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 20758191857.98,
"GDP_perCapita": 15630.05,
"lifeExpectancy": 69.59736585
},
{
"Country": "Tunisia",
"CountryCode": "TUN",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 44426016487.36,
"GDP_perCapita": 4212.15,
"lifeExpectancy": 74.60243902
},
{
"Country": "Turkey",
"CountryCode": "TUR",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 731168051903.11,
"GDP_perCapita": 10135.75,
"lifeExpectancy": 74.21119512
},
{
"Country": "Turkmenistan",
"CountryCode": "TKM",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 22148070175.44,
"GDP_perCapita": 4392.72,
"lifeExpectancy": 65.01821951
},
{
"Country": "Uganda",
"CountryCode": "UGA",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 18803852465.55,
"GDP_perCapita": 553.26,
"lifeExpectancy": 57.29653659
},
{
"Country": "Ukraine",
"CountryCode": "UKR",
"Region": "Europe | South & East",
"Continent": "Europe",
"GDP": 136419300367.96,
"GDP_perCapita": 2974,
"lifeExpectancy": 70.26536585
},
{
"Country": "United Arab Emirates",
"CountryCode": "ARE",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 286049293398.98,
"GDP_perCapita": 33885.93,
"lifeExpectancy": 76.59860976
},
{
"Country": "United Kingdom",
"CountryCode": "GBR",
"Region": "Europe | North & West",
"Continent": "Europe",
"GDP": 2407933767804.59,
"GDP_perCapita": 38363.44,
"lifeExpectancy": 80.40243902
},
{
"Country": "United States",
"CountryCode": "USA",
"Region": "America | North & Central",
"Continent": "Americas",
"GDP": 1.49644e+13,
"GDP_perCapita": 48377.39,
"lifeExpectancy": 78.54146341
},
{
"Country": "Uruguay",
"CountryCode": "URY",
"Region": "America | South",
"Continent": "Americas",
"GDP": 38881102099.88,
"GDP_perCapita": 11530.64,
"lifeExpectancy": 76.61621951
},
{
"Country": "Uzbekistan",
"CountryCode": "UZB",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 39332770928.94,
"GDP_perCapita": 1377.08,
"lifeExpectancy": 67.8587561
},
{
"Country": "Vanuatu",
"CountryCode": "VUT",
"Region": "Oceania",
"Continent": "Oceania",
"GDP": 700804286.22,
"GDP_perCapita": 2965.75,
"lifeExpectancy": 70.83890244
},
{
"Country": "Venezuela, RB",
"CountryCode": "VEN",
"Region": "America | South",
"Continent": "Americas",
"GDP": 393801556872.31,
"GDP_perCapita": 13559.13,
"lifeExpectancy": 74.17046341
},
{
"Country": "Vietnam",
"CountryCode": "VNM",
"Region": "Asia | East & Central",
"Continent": "Asia",
"GDP": 115931749904.86,
"GDP_perCapita": 1333.58,
"lifeExpectancy": 75.31173171
},
{
"Country": "Yemen, Rep.",
"CountryCode": "YEM",
"Region": "Asia | South & West",
"Continent": "Asia",
"GDP": 31743751169.32,
"GDP_perCapita": 1394.53,
"lifeExpectancy": 62.52765854
},
{
"Country": "Zambia",
"CountryCode": "ZMB",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 20265396325.59,
"GDP_perCapita": 1533.28,
"lifeExpectancy": 54.52756098
},
{
"Country": "Zimbabwe",
"CountryCode": "ZWE",
"Region": "Africa | North & East",
"Continent": "Africa",
"GDP": 9456808200,
"GDP_perCapita": 723.16,
"lifeExpectancy": 53.59312195
}
];
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment