Skip to content

Instantly share code, notes, and snippets.

@Thanaporn-sk
Created October 7, 2016 16:28
Show Gist options
  • Save Thanaporn-sk/beae236f61cd47cac3bfe12e1d0e2f52 to your computer and use it in GitHub Desktop.
Save Thanaporn-sk/beae236f61cd47cac3bfe12e1d0e2f52 to your computer and use it in GitHub Desktop.
Internet vs. GDP
license: mit

D3 Brush Usage in a Scattergram

Example of d3.brush to select items in a scattergram and synchronization with table.

See the script in action here

forked from boeric's block: Internet vs. GDP

<!doctype html>
<html lang="en">
<meta charset="utf-8">
<!--<link href="/assets/css/bootstrap.css" rel="stylesheet">-->
<link href="//netdna.bootstrapcdn.com/twitter-bootstrap/2.3.2/css/bootstrap-combined.min.css" rel="stylesheet">
<style>
div {
margin-left: 10px;
margin-top: 10px;
}
#table tr td:nth-child(3), #table tr td:nth-child(4), #table tr td:nth-child(5),
#table tr th:nth-child(3), #table tr th:nth-child(4), #table tr th:nth-child(5) {
text-align: right;
}
#table td, #table th {
font-size: 12px;
line-height: 17px;
}
.background {
fill: #4B9E9E;
fill-opacity: 0.1;
}
.extent {
fill: rgb(180, 180, 180);
fill-opacity: 0.4;
}
.resize rect {
fill: #276C86;
}
.axis text {
/*font-family: sans-serif;*/
font-size: 12px;
}
input[type="radio"] {
vertical-align: top;
font-size: 12px;
line-height: 17px;
}
label {
font-size: 13px;
font-weight: normal;
line-height: 17px;
display: inline;
margin-left: 20px;
}
form {
position: absolute;
left: 75px;
top: 55px;
}
#table thead th:hover {
background-color: rgb(240, 240, 240) ! important;
}
.btn {
background-image: linear-gradient(to bottom, rgb(255, 134, 26), #E6E6E6);
}
</style>
<body>
<table id="mainLayout" style="margin-top: 12px">
<tr>
<td style="width: 500px; vertical-align: top">
<div id="chartDiv" style="border1: 1px solid black">
<h4 style="margin-top: 0px">Internet/Cellular Penetration vs. GDP/Capita 2012 (World Bank)</h4>
<svg id="svgDiv"></svg>
</div>
</td>
<td style="vertical-align: top">
<div id="tableContainerDiv" style="height: 467px; border1: 1px solid black;">
<p style="font-size: 14px"><b>Source:</b> World Bank, World Development Indicators <br>(extracted March 2014)</p>
<div id="tableDiv">
</div>
</div>
</td>
</tr>
<tr>
<td style="width: 500px">
<div style="margin-top: 0px; margin-left: 40px">
<button type="button" id="helpBtn" class="btn"><b>?</b></button>
</div>
<div id="helpDiv" style="margin-left: 40px; display: none">
<p style="font-size: 13px;">
<b>Note:</b> The X-axis (GDP/capita) is drawn with a logaritmic scale<br>
<b>Note:</b> Only countries with cellular, internet and GDP data are included (174 out of 214 countries)<br>
<b>Usage:</b> a) Drag the gray rectangle around the chart to view different data points, b) Grab the sides of the rectangle to change its size, c) Click the headers in the table to change the sort order, d) Hover over countries in the table to see the corresponding location in the scatter chart, e) Double click in the chart to remove the rectangle, and begin dragging to re-create
</p>
</div>
</td>
</tr>
</table>
<form>
<label><input type="radio" name="mode" value="internet" checked> Internet penetration</label>
<label><input type="radio" name="mode" value="cellular"> Cellular penetration</label>
</form>
<!--<script src="../d3/d3.v3.js"></script>-->
<script src="http://d3js.org/d3.v3.min.js"></script>
<script>
'use strict';
var margin = {top: 30, right: 30, bottom: 2, left: 30},
data = [],
table, chart,
commasFormatter = d3.format(",.0f"),
mode = "showInternet",
svgGroup;
// get the raw data tsv file
d3.tsv("internetCellularGDP.txt", function(error, json) {
var nest = d3.nest()
.key(function(d) { return d["Country Code"]; })
.key(function(d) { return d["Indicator Code"]; })
.entries(json);
// create usable data structure, process country by country
nest.forEach(function(d) {
var include = true;
var item = {};
item.key = d.key;
item.countryCode = d.key;
item.countryName = d.values[0].values[0]["Country Name"];
["GDP", "Cellular", "Internet"].forEach(function(c, i) {
var value = d.values[i].values[0]["2012 [YR2012]"];
if (value === "..") { include = false; return; } // exclude countries with any null values
item["indicatorName" + c] = d.values[i].values[0]["Indicator Name"];
item["indicatorCode" + c] = d.values[i].values[0]["Indicator Code"];
item["value" + c] = +value;
});
if (include) data.push(item);
});
// select the chart div
var chartDiv = d3.select("#chartDiv")
.style("overflow", "scroll");
// select the svg element
var svg = d3.select("#svgDiv")
.attr("width", "580px")
.attr("height", "430px")
.style("margin-bottom", "10px")
.style("margin-right", "10px")
.style("background-color", "white");
svgGroup = svg.append("g")
.attr("transform", "translate(" + margin.left + ", " + margin.top + ")");
// create chart
chart = scatterView()
.accessor(mode)
.data(data);
chart(svgGroup);
// select table div
var tableDiv = d3.select("#tableDiv")
.style("overflow", "scroll")
.style("width", "330px")
.style("height", "400px")
.style("margin", "0px")
.style("padding-left", "0px");
// create table
table = tableView()
.data(data);
table(tableDiv);
// define handlers after chart and table are constructed
chart.on("filter", function(filtered) {
table.data(filtered);
table(tableDiv);
});
table.on("hover", function(item) {
chart.highlight(item)
});
chart.forceBrushEvent(); //TODO: upon initial load, table is not synced to brush
// chart function -----------------------------------------------------------------------------
function scatterView() {
var dispatch = d3.dispatch(chart, "filter");
var data,
dataYmax, dataXmax,
saveG,
radius = 7, radiusSelected = 9,
strokeWidth = 1,
fillOpacity = 0.5,
colorFill,
colorStroke,
mode = "internet",
colors = {
red: 'rgb(216, 50, 51)',
green: 'rgb(51, 164, 51)',
blue: 'rgb(42, 126, 184)',
orange: 'rgb(255, 134, 26)'
}
function x(g) {
// save reference to svg group (for highlight method)
saveG = g;
// get dimensions of parent
var container = d3.select(g.node().parentNode);
var width = +container.attr("width").replace("px", "");
var height = +container.attr("height").replace("px", "");
// remove all previous elements in group
g.selectAll("*").remove();
// set dimensions
var chartWidth = width - 60;
var chartHeight = height - 60;
var xField = function(d) { return d.valueGDP; };
var yField = function(d) { return yAccessor(d); };
var yAccessor = function(d) {
if (mode == "internet") return d.valueInternet;
else return d.valueCellular;
}
dataYmax = d3.max(data, yField);
var yScale = d3.scale.linear()
.domain([0, d3.max(data, yField)])
.range([chartHeight, 0]);
dataXmax = d3.max(data, xField) + 10000;
var xScale = d3.scale.log()
.domain([d3.min(data, xField), d3.max(data, xField) + 10000])
.range([0, chartWidth - 10]);
// set colors for this mode
colorFill = (mode === "internet" ? colors.orange : colors.green);
colorStroke = (mode === "internet" ? colors.orange : colors.green);
// set color scale for circle color --> not used at the moment
var colorScale = d3.scale.linear()
.domain([0, d3.max(data, function(d) { return d.valueGDP })])
.range(["#17D84D", "#FF1D1D"])
.interpolate(d3.interpolateHsl);
// create circles for scatter chart, and bind data
var circles = g
.selectAll("circle")
.data(data)
.enter()
.append("circle")
.attr("cx", function(d, i) { return xScale(xField(d)); })
.attr("cy", function(d, i) { return yScale(yField(d)); })
.attr("r", radius)
.style("fill", colorFill)
.style("stroke", colorStroke)
.style("stroke-width", strokeWidth)
.style("fill-opacity", fillOpacity)
.on("click", function(d) { console.log(d.key); });
// setup y axis
var yaxis = d3.svg.axis()
.scale(yScale)
.orient("left") //left, right, top
.ticks(4) //best guess
// call y axis
var yg = g.append("g")
.call(yaxis)
.attr("class", "axis");
yg
.append("text")
.attr("transform", "rotate(-90)")
.attr("y", 10)
.attr("x", -10)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("Penetration per 100 people");
// format y axis
yg.selectAll("path").style({ fill: "none", stroke: "gray"})
//yg.selectAll(".tick text").attr("transform", "rotate(0)")
yg.selectAll("line").style({ stroke: "#000"});
// setup x axis
var xaxis = d3.svg.axis()
.scale(xScale)
.orient("bottom") //left, right, top
.ticks(5) // doesn't really work on a log scale
//.tickFormat(function(d) { return commasFormatter(d); })
.tickFormat(function(d) { return xScale.tickFormat(4,d3.format(",d"))(d) });
// call x axis
var xg = g.append("g")
.call(xaxis)
.attr("class", "axis");
xg.append("text")
//.attr("transform", "rotate(-90)")
.attr("y", -20)
.attr("x", chartWidth - 20)
.attr("dy", ".71em")
.style("text-anchor", "end")
.text("GDP per capita (curr $)");
// format x axis
xg.attr("transform", "translate(" + [0, chartHeight] + ")")
xg.selectAll("path").style({ fill: "none", stroke: "gray"})
xg.selectAll("line").style({ stroke: "#000"})
//xg.selectAll(".tick text").attr("transform", "rotate(0)")
// create brush
var brush = d3.svg.brush()
.x(xScale)
.y(yScale)
.extent([ [2000, dataYmax * 0.3], [20000, dataYmax * 0.7] ])
.on("brush", brushed);
// create brush group
var brushg = g.append("g")
.classed("brush", true)
.call(brush);
// set brush styles (after brush is created)
//brushg.selectAll(".background").style({visibility: "visible"})
brushg.selectAll(".background").style({visibility: "none"})
brushg.selectAll(".extent").style({visibility: "visible"})
//brushg.selectAll(".resize rect").style({visibility: "visible"})
// initial invokation
brushed();
// brush handler
function brushed() {
var minext = brush.extent()[0];
var xmin = minext[0];
var ymin = minext[1];
var maxext = brush.extent()[1];
var xmax = maxext[0];
var ymax = maxext[1];
var filtered = data.filter(function(d) {
var x = xField(d);
var y = yField(d);
return x >= xmin
&& x <= xmax
&& y >= ymin
&& y <= ymax;
})
g.selectAll("circle")
.style("stroke", colorStroke)
.style("fill-opacity", fillOpacity)
g.selectAll("circle")
.data(filtered, function(d) { return d.key })
//.style("stroke", "#FFFFFF")
.style("stroke", "black")
.style("fill-opacity", 0.8)
if (filtered.length == 0) filtered = data;
dispatch.filter(filtered);
} // end brush handler
} // end x function
x.data = function(_) {
if(!arguments.length) return data;
data = _;
return x;
}
x.highlight = function(_) {
saveG.selectAll("circle")
.attr("r", radius)
.style("stroke-width", strokeWidth)
.style("fill", colorFill)
.style("fill-opacity", fillOpacity)
// matching data only
.data(_, function(d) { return d.key })
.attr("r", radiusSelected)
.style("stroke-width", 1)
.style("fill", colors.red)
.style("fill-opacity", 1);
return x;
}
x.accessor = function(_) {
if(!arguments.length) return mode;
if (_ === "showInternet") mode = "internet";
else mode = "cellular";
return x;
}
x.forceBrushEvent = function() {
//console.log('x.forceBrushEvent');
return x;
}
return d3.rebind(x, dispatch, "on");
} // end scatterView function
// table function -----------------------------------------------------------------------------
function tableView() {
var dispatch = d3.dispatch(x, "hover");
var data,
sortColumn = "countryCode";
function x(div) {
div.select("#table").remove();
var table = div.append("table")
.attr("class", "table table-condensed table-bordered table-striped")
.attr("id", "table")
.style("background-color", "white");
var columnWidths = ["10%", "30%", "20%", "20%", "20%"];
table.selectAll("col")
.data(columnWidths)
.enter()
.append("col")
.style("width", function(d) { return d; });
var columnHead = ["Code", "Country", "Cellular use per 100 people", "Internet use per 100 people", "GDP per capita ($)"];
var columnData = ["countryCode", "countryName", "valueCellular", "valueInternet", "valueGDP"];
var thead = table.append("thead");
var tbody = table.append("tbody");
thead.append("tr")
.selectAll("th")
.data(columnHead)
.enter()
.append("th")
.attr("id", function(d, i) { return "head" + i ; })
.attr("class", "colHead")
.style("background-color", function(d, i) {
return (columnData[i] === sortColumn) ? "rgb(220, 220, 220)" : "white"; })
.text(function(d) { return d; })
.on("click", function(d, i) {
sortColumn = columnData[i];
x.sort();
x(div);
});
// create table rows
var rows = tbody.selectAll("tr")
.data(data)
.enter()
.append("tr");
// create cells
rows.selectAll("td")
.data(function(d) {
return columnData.map(function(column) {
var value = d[column];
if (typeof value == "number") {
if (column === "valueGDP") value = commasFormatter(value)
else value = value.toFixed(2);
}
return { value: value };
});
})
.enter()
.append("td")
.html(function(d) { return d.value; });
//rows.exit().remove();
// handle hover events
rows.on("mouseover", function(d, i) { dispatch.hover([d]) })
rows.on("mouseout", function(d, i) { dispatch.hover([]) })
}
x.data = function(_) {
if(!arguments.length) return data;
data = _;
x.sort();
return x;
}
x.sort = function() {
var result = 0;
data.sort(function(a, b) {
if (a[sortColumn] > b[sortColumn]) result = -1;
if (a[sortColumn] < b[sortColumn]) result = 1;
if (sortColumn === "countryCode" || sortColumn === "countryName") result *= -1;
return result;
});
}
return d3.rebind(x, dispatch, "on");
} // end tableView function
// controls -----------------------------------------------------------------------------------
d3.selectAll("input").on("change", change);
function change() {
if (this.value === "internet") mode = "showInternet";
else mode = "showCellular";
//console.log(mode);
// regenerate the chart
chart
.accessor(mode)
.data(data);
chart(svgGroup);
}
var helpBtn = d3.select("#helpBtn")
.on("click", function(){
// get current state of help div
var helpDiv = d3.select("#helpDiv");
if (helpDiv.style("display") == "none") helpDiv.style("display", "block");
else helpDiv.style("display", "none");
helpBtn[0][0].blur(); // remove focus
});
}); // end d3.tsv ajax
</script>
Country Name Country Code Indicator Name Indicator Code 2011 [YR2011] 2012 [YR2012]
Afghanistan AFG GDP per capita (current US$) NY.GDP.PCAP.CD 613.979191599462 687.24547498268
Afghanistan AFG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 54.2620802231022 53.8969630199163
Afghanistan AFG Internet users (per 100 people) IT.NET.USER.P2 5 5.45454545454545
Albania ALB GDP per capita (current US$) NY.GDP.PCAP.CD 4109.08201173014 3999.92531012266
Albania ALB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 96.3933945027158 108.44733472084
Albania ALB Internet users (per 100 people) IT.NET.USER.P2 49 54.6559590399494
Algeria DZA GDP per capita (current US$) NY.GDP.PCAP.CD 5271.59031215714 5347.70473442317
Algeria DZA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 98.9875901999747 103.305864403022
Algeria DZA Internet users (per 100 people) IT.NET.USER.P2 14 15.2280267564417
American Samoa ASM GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
American Samoa ASM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
American Samoa ASM Internet users (per 100 people) IT.NET.USER.P2 .. ..
Andorra ADO GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Andorra ADO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 75.4877270353392 74.2704357960648
Andorra ADO Internet users (per 100 people) IT.NET.USER.P2 81 86.4344246167258
Angola AGO GDP per capita (current US$) NY.GDP.PCAP.CD 5159.23366603997 5482.42804891957
Angola AGO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 48.3779743457581 48.6100024119013
Angola AGO Internet users (per 100 people) IT.NET.USER.P2 14.776 16.9372101137398
Antigua and Barbuda ATG GDP per capita (current US$) NY.GDP.PCAP.CD 12420.1627617953 12733.4904316795
Antigua and Barbuda ATG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 196.411194929251 198.617832283726
Antigua and Barbuda ATG Internet users (per 100 people) IT.NET.USER.P2 82 83.7871674459974
Argentina ARG GDP per capita (current US$) NY.GDP.PCAP.CD 10951.5827275637 11573.0649671755
Argentina ARG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 134.921114445462 142.511758436845
Argentina ARG Internet users (per 100 people) IT.NET.USER.P2 51 55.8
Armenia ARM GDP per capita (current US$) NY.GDP.PCAP.CD 3421.72655571932 3351.38136439806
Armenia ARM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 103.566373656715 106.878961920532
Armenia ARM Internet users (per 100 people) IT.NET.USER.P2 32 39.1607915666556
Aruba ABW GDP per capita (current US$) NY.GDP.PCAP.CD 25354.7824741086 ..
Aruba ABW Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. 124.324274544835
Aruba ABW Internet users (per 100 people) IT.NET.USER.P2 69 74
Australia AUS GDP per capita (current US$) NY.GDP.PCAP.CD 62125.7552299246 67555.7620895355
Australia AUS Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 108.335354944489 106.192815225723
Australia AUS Internet users (per 100 people) IT.NET.USER.P2 79.5 82.3495485010082
Austria AUT GDP per capita (current US$) NY.GDP.PCAP.CD 49338.7606551223 46642.2903264503
Austria AUT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 154.783239984553 161.206988088028
Austria AUT Internet users (per 100 people) IT.NET.USER.P2 79.8 81
Azerbaijan AZE GDP per capita (current US$) NY.GDP.PCAP.CD 7189.81515142228 7163.70414342935
Azerbaijan AZE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 108.747904448549 107.472132363142
Azerbaijan AZE Internet users (per 100 people) IT.NET.USER.P2 50 54.2
"Bahamas, The" BHS GDP per capita (current US$) NY.GDP.PCAP.CD 21490.3570814373 21908.2804602645
"Bahamas, The" BHS Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 86.0629767034588 72.308020781439
"Bahamas, The" BHS Internet users (per 100 people) IT.NET.USER.P2 65 71.7482028146963
Bahrain BHR GDP per capita (current US$) NY.GDP.PCAP.CD 22466.9451808413 ..
Bahrain BHR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 127.964126373689 156.228498291632
Bahrain BHR Internet users (per 100 people) IT.NET.USER.P2 77 88
Bangladesh BGD GDP per capita (current US$) NY.GDP.PCAP.CD 731.894167840472 752.156052513804
Bangladesh BGD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 56.0612992741528 63.7627332400167
Bangladesh BGD Internet users (per 100 people) IT.NET.USER.P2 5 6.3
Barbados BRB GDP per capita (current US$) NY.GDP.PCAP.CD 15503.3285545982 14917.1495051568
Barbados BRB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 127.01177329561 126.397843587222
Barbados BRB Internet users (per 100 people) IT.NET.USER.P2 71.7657 73.3298136924294
Belarus BLR GDP per capita (current US$) NY.GDP.PCAP.CD 6784.71183842843 6685.01874897634
Belarus BLR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 111.877880725452 112.059545958446
Belarus BLR Internet users (per 100 people) IT.NET.USER.P2 39.6 46.9060058438776
Belgium BEL GDP per capita (current US$) NY.GDP.PCAP.CD 46422.122219905 43372.370713283
Belgium BEL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 120.490110893973 119.385901910568
Belgium BEL Internet users (per 100 people) IT.NET.USER.P2 78 82
Belize BLZ GDP per capita (current US$) NY.GDP.PCAP.CD 4720.81699759707 ..
Belize BLZ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 69.9551470773257 50.6182699542388
Belize BLZ Internet users (per 100 people) IT.NET.USER.P2 18.7 25
Benin BEN GDP per capita (current US$) NY.GDP.PCAP.CD 745.915474802323 751.916316790793
Benin BEN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 85.3326654887811 89.9058131674223
Benin BEN Internet users (per 100 people) IT.NET.USER.P2 3.5 3.79770474077515
Bermuda BMU GDP per capita (current US$) NY.GDP.PCAP.CD 85973.158416455 84460.3277474308
Bermuda BMU Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. 139.553429027113
Bermuda BMU Internet users (per 100 people) IT.NET.USER.P2 88.336 91.2993045243401
Bhutan BTN GDP per capita (current US$) NY.GDP.PCAP.CD 2513.93675851974 2398.90581876592
Bhutan BTN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 65.5845378433548 74.7411862060143
Bhutan BTN Internet users (per 100 people) IT.NET.USER.P2 21 25.434348914861
Bolivia BOL GDP per capita (current US$) NY.GDP.PCAP.CD 2319.60852304638 2575.6836947783
Bolivia BOL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 82.82154592318 92.6384083905979
Bolivia BOL Internet users (per 100 people) IT.NET.USER.P2 30 34.1884342305183
Bosnia and Herzegovina BIH GDP per capita (current US$) NY.GDP.PCAP.CD 4754.07423360573 4555.64456959007
Bosnia and Herzegovina BIH Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 84.5173321024202 89.5331356071401
Bosnia and Herzegovina BIH Internet users (per 100 people) IT.NET.USER.P2 60 65.3560944772989
Botswana BWA GDP per capita (current US$) NY.GDP.PCAP.CD 7697.39621472802 7238.01936511298
Botswana BWA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 142.818177431062 150.091100053233
Botswana BWA Internet users (per 100 people) IT.NET.USER.P2 8 11.5
Brazil BRA GDP per capita (current US$) NY.GDP.PCAP.CD 12575.9794079188 11339.5211084814
Brazil BRA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 119.171895103575 125.187801209435
Brazil BRA Internet users (per 100 people) IT.NET.USER.P2 45 49.847999364427
Brunei Darussalam BRN GDP per capita (current US$) NY.GDP.PCAP.CD 40244.3118178838 41126.6128435587
Brunei Darussalam BRN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 109.169626888835 113.768249324279
Brunei Darussalam BRN Internet users (per 100 people) IT.NET.USER.P2 56 60.2730650423193
Bulgaria BGR GDP per capita (current US$) NY.GDP.PCAP.CD 7286.64390183675 6978.05308420711
Bulgaria BGR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 140.678123617152 145.727454364248
Bulgaria BGR Internet users (per 100 people) IT.NET.USER.P2 51 55.1480978664466
Burkina Faso BFA GDP per capita (current US$) NY.GDP.PCAP.CD 649.925229986443 634.320974595762
Burkina Faso BFA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 45.2744588366997 57.0650619517785
Burkina Faso BFA Internet users (per 100 people) IT.NET.USER.P2 3 3.72503491597675
Burundi BDI GDP per capita (current US$) NY.GDP.PCAP.CD 246.91432710688 251.014522983849
Burundi BDI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 22.3270856841122 25.6832392943643
Burundi BDI Internet users (per 100 people) IT.NET.USER.P2 1.11 1.21999994477793
Cabo Verde CPV GDP per capita (current US$) NY.GDP.PCAP.CD 3801.44976515179 3695.42448670453
Cabo Verde CPV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 79.1931440214949 84.1639704354537
Cabo Verde CPV Internet users (per 100 people) IT.NET.USER.P2 32 34.7434141953015
Cambodia KHM GDP per capita (current US$) NY.GDP.PCAP.CD 878.383017792275 944.414246406843
Cambodia KHM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 96.1679413678245 131.956711828444
Cambodia KHM Internet users (per 100 people) IT.NET.USER.P2 3.1 4.93986176461129
Cameroon CMR GDP per capita (current US$) NY.GDP.PCAP.CD 1204.69821237294 1166.91340980484
Cameroon CMR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 52.3535920119666 64.0387635062543
Cameroon CMR Internet users (per 100 people) IT.NET.USER.P2 5 5.69898724036494
Canada CAN GDP per capita (current US$) NY.GDP.PCAP.CD 51554.0592083392 52218.9936865123
Canada CAN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 79.7308588601758 75.7410848275925
Canada CAN Internet users (per 100 people) IT.NET.USER.P2 83 86.7658644038714
Cayman Islands CYM GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Cayman Islands CYM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 167.674381709531 168.274994320466
Cayman Islands CYM Internet users (per 100 people) IT.NET.USER.P2 69.46594499 74.1265306872565
Central African Republic CAF GDP per capita (current US$) NY.GDP.PCAP.CD 498.780066855897 482.669726634042
Central African Republic CAF Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 22.119011677937 23.3897909469956
Central African Republic CAF Internet users (per 100 people) IT.NET.USER.P2 2.2 3
Chad TCD GDP per capita (current US$) NY.GDP.PCAP.CD 1006.31977054669 1035.25794597491
Chad TCD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 31.8048004181339 35.4897603015509
Chad TCD Internet users (per 100 people) IT.NET.USER.P2 1.9 2.10000000005453
Channel Islands CHI GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Channel Islands CHI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Channel Islands CHI Internet users (per 100 people) IT.NET.USER.P2 .. ..
Chile CHL GDP per capita (current US$) NY.GDP.PCAP.CD 14512.611293211 15452.1735981951
Chile CHL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 129.708078247665 138.497719192337
Chile CHL Internet users (per 100 people) IT.NET.USER.P2 52.25 61.4181545577569
China CHN GDP per capita (current US$) NY.GDP.PCAP.CD 5447.34142164051 6091.01435174594
China CHN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 73.187769263199 81.2647341689773
China CHN Internet users (per 100 people) IT.NET.USER.P2 38.3 42.3001174855995
Colombia COL GDP per capita (current US$) NY.GDP.PCAP.CD 7148.86369473573 7747.84132093192
Colombia COL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 98.4514201541219 103.187441499294
Colombia COL Internet users (per 100 people) IT.NET.USER.P2 40.4 48.9843188
Comoros COM GDP per capita (current US$) NY.GDP.PCAP.CD 871.692017063965 830.519668201936
Comoros COM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 28.7074752335389 32.327140315306
Comoros COM Internet users (per 100 people) IT.NET.USER.P2 5.5 5.97529630842855
"Congo, Dem. Rep." ZAR GDP per capita (current US$) NY.GDP.PCAP.CD 245.582655075047 261.836335009383
"Congo, Dem. Rep." ZAR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 23.0894870989853 28.0085672242115
"Congo, Dem. Rep." ZAR Internet users (per 100 people) IT.NET.USER.P2 1.2 1.679961014645
"Congo, Rep." COG GDP per capita (current US$) NY.GDP.PCAP.CD 3414.05470950568 3153.73946113121
"Congo, Rep." COG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 93.8404221706249 101.182855062634
"Congo, Rep." COG Internet users (per 100 people) IT.NET.USER.P2 5.6 6.10669502435836
Costa Rica CRI GDP per capita (current US$) NY.GDP.PCAP.CD 8660.83083516574 9386.30483528739
Costa Rica CRI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 92.2047571444439 128.319647038576
Costa Rica CRI Internet users (per 100 people) IT.NET.USER.P2 42.12 47.5009145244347
Cote d'Ivoire CIV GDP per capita (current US$) NY.GDP.PCAP.CD 1241.5611109698 1243.98607464495
Cote d'Ivoire CIV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 86.0632820278815 96.2719477882932
Cote d'Ivoire CIV Internet users (per 100 people) IT.NET.USER.P2 2.2 2.37895802994429
Croatia HRV GDP per capita (current US$) NY.GDP.PCAP.CD 14434.70172029 13880.5360700684
Croatia HRV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 116.370610343164 113.310347688459
Croatia HRV Internet users (per 100 people) IT.NET.USER.P2 59.64 63
Cuba CUB GDP per capita (current US$) NY.GDP.PCAP.CD 6051.22200117364 ..
Cuba CUB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 11.6863350739515 14.9489308902465
Cuba CUB Internet users (per 100 people) IT.NET.USER.P2 23.23 25.6417038674676
Curacao CUW GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Curacao CUW Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Curacao CUW Internet users (per 100 people) IT.NET.USER.P2 .. ..
Cyprus CYP GDP per capita (current US$) NY.GDP.PCAP.CD 29206.5105966734 26070.3674278903
Cyprus CYP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 97.7054606811611 98.3854455412225
Cyprus CYP Internet users (per 100 people) IT.NET.USER.P2 57.68 61
Czech Republic CZE GDP per capita (current US$) NY.GDP.PCAP.CD 20580.1776749779 18682.8127693761
Czech Republic CZE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 126.112488042624 122.785116108971
Czech Republic CZE Internet users (per 100 people) IT.NET.USER.P2 72.97 75
Denmark DNK GDP per capita (current US$) NY.GDP.PCAP.CD 59889.005096349 56325.6584387785
Denmark DNK Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 116.745343371507 117.955892087203
Denmark DNK Internet users (per 100 people) IT.NET.USER.P2 90 93
Djibouti DJI GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Djibouti DJI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 21.3180956840157 22.6507194041885
Djibouti DJI Internet users (per 100 people) IT.NET.USER.P2 7 8.26723289204519
Dominica DMA GDP per capita (current US$) NY.GDP.PCAP.CD 6780.53752748561 6691.71487206195
Dominica DMA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 160.951606944958 161.531072193896
Dominica DMA Internet users (per 100 people) IT.NET.USER.P2 51.3135 55.1770141638519
Dominican Republic DOM GDP per capita (current US$) NY.GDP.PCAP.CD 5492.65498300871 5745.77987821163
Dominican Republic DOM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 87.2178016684465 88.7535316265127
Dominican Republic DOM Internet users (per 100 people) IT.NET.USER.P2 38.5818974054268 45
Ecuador ECU GDP per capita (current US$) NY.GDP.PCAP.CD 5035.24249300543 5424.63361068466
Ecuador ECU Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 104.545598663035 110.708068564069
Ecuador ECU Internet users (per 100 people) IT.NET.USER.P2 31.4 35.1345062239322
"Egypt, Arab Rep." EGY GDP per capita (current US$) NY.GDP.PCAP.CD 2972.58351572603 3256.01846887917
"Egypt, Arab Rep." EGY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 101.076338461028 115.29380829206
"Egypt, Arab Rep." EGY Internet users (per 100 people) IT.NET.USER.P2 39.83 44.07
El Salvador SLV GDP per capita (current US$) NY.GDP.PCAP.CD 3698.54618795117 3789.56755762781
El Salvador SLV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 133.539333898676 138.07186920959
El Salvador SLV Internet users (per 100 people) IT.NET.USER.P2 18.9 25.5
Equatorial Guinea GNQ GDP per capita (current US$) NY.GDP.PCAP.CD 23473.4356448491 24035.7060899604
Equatorial Guinea GNQ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 66.4886637703013 67.6700370439896
Equatorial Guinea GNQ Internet users (per 100 people) IT.NET.USER.P2 11.5 13.9431821913076
Eritrea ERI GDP per capita (current US$) NY.GDP.PCAP.CD 439.542371425812 504.302191150692
Eritrea ERI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 4.46770988757737 5.4701764709466
Eritrea ERI Internet users (per 100 people) IT.NET.USER.P2 0.7 0.8
Estonia EST GDP per capita (current US$) NY.GDP.PCAP.CD 16808.948643136 16716.6712522956
Estonia EST Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 138.983109007808 154.545882029793
Estonia EST Internet users (per 100 people) IT.NET.USER.P2 76.5 79
Ethiopia ETH GDP per capita (current US$) NY.GDP.PCAP.CD 335.00288596709 453.568992739235
Ethiopia ETH Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 16.6717201124617 23.7164740969612
Ethiopia ETH Internet users (per 100 people) IT.NET.USER.P2 1.1 1.48281013861396
Faeroe Islands FRO GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Faeroe Islands FRO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 122.792296829912 124.299541518085
Faeroe Islands FRO Internet users (per 100 people) IT.NET.USER.P2 80.7321728 85.3351892392109
Fiji FJI GDP per capita (current US$) NY.GDP.PCAP.CD 4324.68552926853 4467.10379118761
Fiji FJI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 83.71660260293 98.0574819997671
Fiji FJI Internet users (per 100 people) IT.NET.USER.P2 28 33.7423567521104
Finland FIN GDP per capita (current US$) NY.GDP.PCAP.CD 48634.1756070716 45720.7693697217
Finland FIN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 166.023804173623 172.508670319087
Finland FIN Internet users (per 100 people) IT.NET.USER.P2 89.37 91
France FRA GDP per capita (current US$) NY.GDP.PCAP.CD 42521.8129465461 39771.8428056603
France FRA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 94.7566778222579 98.1439989617033
France FRA Internet users (per 100 people) IT.NET.USER.P2 79.58 83
French Polynesia PYF GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
French Polynesia PYF Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 81.389963364344 81.6677567746295
French Polynesia PYF Internet users (per 100 people) IT.NET.USER.P2 49 52.8766305867993
Gabon GAB GDP per capita (current US$) NY.GDP.PCAP.CD 11768.6062909951 11256.5227634711
Gabon GAB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 154.486456680802 187.355367091829
Gabon GAB Internet users (per 100 people) IT.NET.USER.P2 8 8.61671448924674
"Gambia, The" GMB GDP per capita (current US$) NY.GDP.PCAP.CD 517.752431961964 512.103199223786
"Gambia, The" GMB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 78.8897378136291 83.6371238786986
"Gambia, The" GMB Internet users (per 100 people) IT.NET.USER.P2 10.8703 12.4492287209242
Georgia GEO GDP per capita (current US$) NY.GDP.PCAP.CD 3219.56996306535 3490.24531588016
Georgia GEO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 102.340434083787 109.158590945977
Georgia GEO Internet users (per 100 people) IT.NET.USER.P2 36.56 45.5030980139962
Germany DEU GDP per capita (current US$) NY.GDP.PCAP.CD 44314.966161826 41862.7105230881
Germany DEU Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 132.298778790989 131.30491642621
Germany DEU Internet users (per 100 people) IT.NET.USER.P2 83 84
Ghana GHA GDP per capita (current US$) NY.GDP.PCAP.CD 1594.03080918738 1604.90578223229
Ghana GHA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 84.7792958179296 100.283755472837
Ghana GHA Internet users (per 100 people) IT.NET.USER.P2 14.11 17.1076783234217
Greece GRC GDP per capita (current US$) NY.GDP.PCAP.CD 25630.7945141506 22082.8897548635
Greece GRC Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 106.478946369856 116.944125333505
Greece GRC Internet users (per 100 people) IT.NET.USER.P2 53 56
Greenland GRL GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Greenland GRL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 102.523736386484 103.760907504363
Greenland GRL Internet users (per 100 people) IT.NET.USER.P2 64 64.8960100995989
Grenada GRD GDP per capita (current US$) NY.GDP.PCAP.CD 7766.47321565785 7266.67545674348
Grenada GRD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 119.172466393364 121.553991814098
Grenada GRD Internet users (per 100 people) IT.NET.USER.P2 38.13 42.090255661502
Guam GUM GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Guam GUM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Guam GUM Internet users (per 100 people) IT.NET.USER.P2 57.7 61.5341593079002
Guatemala GTM GDP per capita (current US$) NY.GDP.PCAP.CD 3242.69079599363 3330.52523037525
Guatemala GTM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 131.996258669259 137.321124679927
Guatemala GTM Internet users (per 100 people) IT.NET.USER.P2 12.3 16
Guinea GIN GDP per capita (current US$) NY.GDP.PCAP.CD 454.00227756489 491.789978100234
Guinea GIN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 44.023523040151 45.6171385335536
Guinea GIN Internet users (per 100 people) IT.NET.USER.P2 1.3 1.49014436571885
Guinea-Bissau GNB GDP per capita (current US$) NY.GDP.PCAP.CD 595.829248527905 494.314615063207
Guinea-Bissau GNB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 56.1785863647264 69.4465546405745
Guinea-Bissau GNB Internet users (per 100 people) IT.NET.USER.P2 2.672 2.89399062085531
Guyana GUY GDP per capita (current US$) NY.GDP.PCAP.CD 3258.04818837732 3583.96216981679
Guyana GUY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 69.9377017089043 72.2057012524699
Guyana GUY Internet users (per 100 people) IT.NET.USER.P2 32 34.3080462212964
Haiti HTI GDP per capita (current US$) NY.GDP.PCAP.CD 732.209337497686 770.951240630501
Haiti HTI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 41.4864516608261 59.4301732782456
Haiti HTI Internet users (per 100 people) IT.NET.USER.P2 9.5 10.8702960267506
Honduras HND GDP per capita (current US$) NY.GDP.PCAP.CD 2261.64919064349 2322.88056034085
Honduras HND Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 103.96588540582 93.1496990912069
Honduras HND Internet users (per 100 people) IT.NET.USER.P2 15.9 18.1198701421747
"Hong Kong SAR, China" HKG GDP per capita (current US$) NY.GDP.PCAP.CD 35172.517727497 36795.8198788131
"Hong Kong SAR, China" HKG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 214.722303696884 227.93288357454
"Hong Kong SAR, China" HKG Internet users (per 100 people) IT.NET.USER.P2 72.2 72.8
Hungary HUN GDP per capita (current US$) NY.GDP.PCAP.CD 13783.8407435739 12530.5266356685
Hungary HUN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 117.296818539941 116.380937946281
Hungary HUN Internet users (per 100 people) IT.NET.USER.P2 70 72
Iceland ISL GDP per capita (current US$) NY.GDP.PCAP.CD 44030.579880277 42416.0380294887
Iceland ISL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 106.079243817169 105.394620609827
Iceland ISL Internet users (per 100 people) IT.NET.USER.P2 95.02 96
India IND GDP per capita (current US$) NY.GDP.PCAP.CD 1533.66130675127 1489.2290084658
India IND Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 71.9990549113182 68.7185069927522
India IND Internet users (per 100 people) IT.NET.USER.P2 10.07 12.5800609138955
Indonesia IDN GDP per capita (current US$) NY.GDP.PCAP.CD 3471.43459432781 3556.78571414021
Indonesia IDN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 102.48856117174 115.195771639648
Indonesia IDN Internet users (per 100 people) IT.NET.USER.P2 12.28 15.36
"Iran, Islamic Rep." IRN GDP per capita (current US$) NY.GDP.PCAP.CD 6815.57019087288 ..
"Iran, Islamic Rep." IRN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 74.9252081579763 76.9159582741307
"Iran, Islamic Rep." IRN Internet users (per 100 people) IT.NET.USER.P2 21 25.997636032787
Iraq IRQ GDP per capita (current US$) NY.GDP.PCAP.CD 5686.60836402733 6454.61962797202
Iraq IRQ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 78.123512357683 79.3874314350254
Iraq IRQ Internet users (per 100 people) IT.NET.USER.P2 5 7.1
Ireland IRL GDP per capita (current US$) NY.GDP.PCAP.CD 49343.5438984187 45931.7247863052
Ireland IRL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 108.408454457354 107.128423246391
Ireland IRL Internet users (per 100 people) IT.NET.USER.P2 76.82 79
Isle of Man IMY GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Isle of Man IMY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Isle of Man IMY Internet users (per 100 people) IT.NET.USER.P2 .. ..
Israel ISR GDP per capita (current US$) NY.GDP.PCAP.CD 33250.090902416 ..
Israel ISR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 121.657815179034 119.888182339204
Israel ISR Internet users (per 100 people) IT.NET.USER.P2 68.9 73.3650160988905
Italy ITA GDP per capita (current US$) NY.GDP.PCAP.CD 36147.6461034887 33071.8393135065
Italy ITA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 157.991550205043 159.480625866237
Italy ITA Internet users (per 100 people) IT.NET.USER.P2 56.8 58
Jamaica JAM GDP per capita (current US$) NY.GDP.PCAP.CD 5321.44321429136 5440.4524646364
Jamaica JAM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 108.121404164545 96.5384446848277
Jamaica JAM Internet users (per 100 people) IT.NET.USER.P2 37.49 46.5
Japan JPN GDP per capita (current US$) NY.GDP.PCAP.CD 46134.5682388357 46720.3566603016
Japan JPN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 104.95179495654 109.434256920055
Japan JPN Internet users (per 100 people) IT.NET.USER.P2 79.0545209265596 79.05
Jordan JOR GDP per capita (current US$) NY.GDP.PCAP.CD 4665.94353968012 4909.02809377035
Jordan JOR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 118.204758830293 139.134121903098
Jordan JOR Internet users (per 100 people) IT.NET.USER.P2 34.9 41
Kazakhstan KAZ GDP per capita (current US$) NY.GDP.PCAP.CD 11356.5834828398 12116.1546093196
Kazakhstan KAZ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 155.742514692952 175.391484569262
Kazakhstan KAZ Internet users (per 100 people) IT.NET.USER.P2 50.6 53.3156691222464
Kenya KEN GDP per capita (current US$) NY.GDP.PCAP.CD 799.96124516075 942.540884848467
Kenya KEN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 67.4860720070076 71.8881225470719
Kenya KEN Internet users (per 100 people) IT.NET.USER.P2 28 32.0954171077906
Kiribati KIR GDP per capita (current US$) NY.GDP.PCAP.CD 1735.55404575056 1736.19817071942
Kiribati KIR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 13.6389265329944 15.5854276251705
Kiribati KIR Internet users (per 100 people) IT.NET.USER.P2 10 10.7467976841839
"Korea, Dem. Rep." PRK GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
"Korea, Dem. Rep." PRK Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 4.08976460746337 6.92360800453798
"Korea, Dem. Rep." PRK Internet users (per 100 people) IT.NET.USER.P2 .. ..
"Korea, Rep." KOR GDP per capita (current US$) NY.GDP.PCAP.CD 22388.3959679009 22590.1582538293
"Korea, Rep." KOR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 108.504517016608 110.364837430291
"Korea, Rep." KOR Internet users (per 100 people) IT.NET.USER.P2 83.8 84.1
Kosovo KSV GDP per capita (current US$) NY.GDP.PCAP.CD 3705.67435058442 3568.04876786236
Kosovo KSV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Kosovo KSV Internet users (per 100 people) IT.NET.USER.P2 .. ..
Kuwait KWT GDP per capita (current US$) NY.GDP.PCAP.CD 51496.9271485699 ..
Kuwait KWT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 175.091783585908 191.108376709678
Kuwait KWT Internet users (per 100 people) IT.NET.USER.P2 74.2 79.1782013155686
Kyrgyz Republic KGZ GDP per capita (current US$) NY.GDP.PCAP.CD 1124.07762304223 1159.92973953542
Kyrgyz Republic KGZ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 116.402686654625 124.775072341933
Kyrgyz Republic KGZ Internet users (per 100 people) IT.NET.USER.P2 20 21.723508986846
Lao PDR LAO GDP per capita (current US$) NY.GDP.PCAP.CD 1265.70934429877 1417.07955773601
Lao PDR LAO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 87.1631480539952 101.852325424142
Lao PDR LAO Internet users (per 100 people) IT.NET.USER.P2 9 10.747676189122
Latvia LVA GDP per capita (current US$) NY.GDP.PCAP.CD 13837.6055627756 14007.8775162772
Latvia LVA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 102.935971062019 103.375500990794
Latvia LVA Internet users (per 100 people) IT.NET.USER.P2 71.68 74
Lebanon LBN GDP per capita (current US$) NY.GDP.PCAP.CD 9148.12901330179 9705.39223407255
Lebanon LBN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 79.5181486616088 93.2027469645613
Lebanon LBN Internet users (per 100 people) IT.NET.USER.P2 52 61.249785718304
Lesotho LSO GDP per capita (current US$) NY.GDP.PCAP.CD 1243.90950590031 1193.03905080209
Lesotho LSO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 56.173299547871 59.1708956402102
Lesotho LSO Internet users (per 100 people) IT.NET.USER.P2 4.2248 4.58961762996709
Liberia LBR GDP per capita (current US$) NY.GDP.PCAP.CD 376.928454386446 413.757414852906
Liberia LBR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 49.1677509802421 56.3913356094352
Liberia LBR Internet users (per 100 people) IT.NET.USER.P2 3 3.7941
Libya LBY GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Libya LBY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 155.69601411976 148.187718457865
Libya LBY Internet users (per 100 people) IT.NET.USER.P2 14 19.8637
Liechtenstein LIE GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Liechtenstein LIE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 101.834508594094 103.870544500328
Liechtenstein LIE Internet users (per 100 people) IT.NET.USER.P2 85 89.4077
Lithuania LTU GDP per capita (current US$) NY.GDP.PCAP.CD 14148.3911548628 14183.01601695
Lithuania LTU Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 151.297921288134 151.779341488142
Lithuania LTU Internet users (per 100 people) IT.NET.USER.P2 65.05 68
Luxembourg LUX GDP per capita (current US$) NY.GDP.PCAP.CD 111812.968275435 103827.992278028
Luxembourg LUX Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 148.26753446615 145.46604453514
Luxembourg LUX Internet users (per 100 people) IT.NET.USER.P2 90.89 92
"Macao SAR, China" MAC GDP per capita (current US$) NY.GDP.PCAP.CD 67359.4735614647 78275.1475203699
"Macao SAR, China" MAC Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 243.498023324234 284.339164776602
"Macao SAR, China" MAC Internet users (per 100 people) IT.NET.USER.P2 60.2 64.2727
"Macedonia, FYR" MKD GDP per capita (current US$) NY.GDP.PCAP.CD 4961.80878331801 4565.26988416405
"Macedonia, FYR" MKD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 107.235355708847 108.161226252368
"Macedonia, FYR" MKD Internet users (per 100 people) IT.NET.USER.P2 56.7 63.1477
Madagascar MDG GDP per capita (current US$) NY.GDP.PCAP.CD 457.207964959981 447.437128913523
Madagascar MDG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 40.725859817449 39.0543674679702
Madagascar MDG Internet users (per 100 people) IT.NET.USER.P2 1.9 2.0549
Malawi MWI GDP per capita (current US$) NY.GDP.PCAP.CD 363.64155943787 268.053911345494
Malawi MWI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 25.6914425226944 27.826295275743
Malawi MWI Internet users (per 100 people) IT.NET.USER.P2 3.33 4.3506
Malaysia MYS GDP per capita (current US$) NY.GDP.PCAP.CD 10058.043016656 10432.0624748686
Malaysia MYS Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 127.03525543403 140.935081811832
Malaysia MYS Internet users (per 100 people) IT.NET.USER.P2 61 65.8
Maldives MDV GDP per capita (current US$) NY.GDP.PCAP.CD 6487.56179268238 6566.64755083787
Maldives MDV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 165.723363773545 172.841360044155
Maldives MDV Internet users (per 100 people) IT.NET.USER.P2 34 38.9301
Mali MLI GDP per capita (current US$) NY.GDP.PCAP.CD 739.168338440762 693.984361199431
Mali MLI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 68.3222578840368 89.5454821487016
Mali MLI Internet users (per 100 people) IT.NET.USER.P2 2 2.1689
Malta MLT GDP per capita (current US$) NY.GDP.PCAP.CD 21963.8115969422 20847.5905712297
Malta MLT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 124.863409555946 128.68238504623
Malta MLT Internet users (per 100 people) IT.NET.USER.P2 69.22 70
Marshall Islands MHL GDP per capita (current US$) NY.GDP.PCAP.CD 3251.73826078674 3470.64979545238
Marshall Islands MHL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Marshall Islands MHL Internet users (per 100 people) IT.NET.USER.P2 8.06 10
Mauritania MRT GDP per capita (current US$) NY.GDP.PCAP.CD 1154.0659361228 1106.13694724689
Mauritania MRT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 93.5967686373724 111.062360317983
Mauritania MRT Internet users (per 100 people) IT.NET.USER.P2 4.5 5.3691
Mauritius MUS GDP per capita (current US$) NY.GDP.PCAP.CD 8748.14416612145 8119.54695629895
Mauritius MUS Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 99.0438491557815 113.091536554567
Mauritius MUS Internet users (per 100 people) IT.NET.USER.P2 34.95 41.3946
Mexico MEX GDP per capita (current US$) NY.GDP.PCAP.CD 9717.47306128687 9748.86868629861
Mexico MEX Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 82.3943725098131 86.7746203665349
Mexico MEX Internet users (per 100 people) IT.NET.USER.P2 34.96 38.42
"Micronesia, Fed. Sts." FSM GDP per capita (current US$) NY.GDP.PCAP.CD 3000.15005484138 3154.51386221773
"Micronesia, Fed. Sts." FSM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 24.7440426027864 24.6213134935503
"Micronesia, Fed. Sts." FSM Internet users (per 100 people) IT.NET.USER.P2 22.8 25.9744230029883
Moldova MDA GDP per capita (current US$) NY.GDP.PCAP.CD 1970.11892711079 2037.55763297747
Moldova MDA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 101.200807703765 115.937328977122
Moldova MDA Internet users (per 100 people) IT.NET.USER.P2 38 43.37
Monaco MCO GDP per capita (current US$) NY.GDP.PCAP.CD 163025.859027458 ..
Monaco MCO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 89.730996132893 93.6547793702742
Monaco MCO Internet users (per 100 people) IT.NET.USER.P2 80.3 87
Mongolia MNG GDP per capita (current US$) NY.GDP.PCAP.CD 3181.10440077669 3672.96694040922
Mongolia MNG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 104.6466045398 117.622592760255
Mongolia MNG Internet users (per 100 people) IT.NET.USER.P2 12.5 16.4
Montenegro MNE GDP per capita (current US$) NY.GDP.PCAP.CD 7253.4520916983 7041.22459345616
Montenegro MNE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 181.570585565138 177.940442101404
Montenegro MNE Internet users (per 100 people) IT.NET.USER.P2 40 56.8387825490631
Morocco MAR GDP per capita (current US$) NY.GDP.PCAP.CD 3044.10788758427 2902.32995755275
Morocco MAR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 113.264872955309 119.687387188185
Morocco MAR Internet users (per 100 people) IT.NET.USER.P2 53 55
Mozambique MOZ GDP per capita (current US$) NY.GDP.PCAP.CD 511.299494155856 565.150745939723
Mozambique MOZ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 32.8267482411403 33.1293907225056
Mozambique MOZ Internet users (per 100 people) IT.NET.USER.P2 4.3 4.8491
Myanmar MMR GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Myanmar MMR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 2.5728222636671 11.164840308817
Myanmar MMR Internet users (per 100 people) IT.NET.USER.P2 0.98 1.0691
Namibia NAM GDP per capita (current US$) NY.GDP.PCAP.CD 5692.18883074631 5785.74818236006
Namibia NAM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 96.3932506140265 103.003214724207
Namibia NAM Internet users (per 100 people) IT.NET.USER.P2 12 12.9414
Nepal NPL GDP per capita (current US$) NY.GDP.PCAP.CD 704.185848803499 690.205385292739
Nepal NPL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 43.8055680878027 52.8197337620997
Nepal NPL Internet users (per 100 people) IT.NET.USER.P2 9 11.1493
Netherlands NLD GDP per capita (current US$) NY.GDP.PCAP.CD 49841.6122891579 45954.7333819681
Netherlands NLD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 118.989566357627 117.522628026852
Netherlands NLD Internet users (per 100 people) IT.NET.USER.P2 92.3 93
New Caledonia NCL GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
New Caledonia NCL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 89.2055443928168 89.280538002203
New Caledonia NCL Internet users (per 100 people) IT.NET.USER.P2 50 58
New Zealand NZL GDP per capita (current US$) NY.GDP.PCAP.CD 36918.7881751774 37749.4427226249
New Zealand NZL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 109.18541563739 110.327649808115
New Zealand NZL Internet users (per 100 people) IT.NET.USER.P2 86 89.5109
Nicaragua NIC GDP per capita (current US$) NY.GDP.PCAP.CD 1631.72392833097 1753.64236651583
Nicaragua NIC Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 82.1746144157807 89.7748374531352
Nicaragua NIC Internet users (per 100 people) IT.NET.USER.P2 10.6 13.5
Niger NER GDP per capita (current US$) NY.GDP.PCAP.CD 388.326731231388 394.775830895983
Niger NER Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 29.5157182832976 32.4166673125319
Niger NER Internet users (per 100 people) IT.NET.USER.P2 1.3 1.4077
Nigeria NGA GDP per capita (current US$) NY.GDP.PCAP.CD 1496.30331647621 1555.36061390834
Nigeria NGA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 58.5750454249494 67.6818115566088
Nigeria NGA Internet users (per 100 people) IT.NET.USER.P2 28.43 32.8763
Northern Mariana Islands MNP GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Northern Mariana Islands MNP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Northern Mariana Islands MNP Internet users (per 100 people) IT.NET.USER.P2 .. ..
Norway NOR GDP per capita (current US$) NY.GDP.PCAP.CD 99143.1651181185 99557.7312341265
Norway NOR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 115.61690837971 115.548851905924
Norway NOR Internet users (per 100 people) IT.NET.USER.P2 93.97 95
Oman OMN GDP per capita (current US$) NY.GDP.PCAP.CD 23132.9389030431 ..
Oman OMN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 168.97410356816 181.732911805187
Oman OMN Internet users (per 100 people) IT.NET.USER.P2 48 60
Pakistan PAK GDP per capita (current US$) NY.GDP.PCAP.CD 1213.93138503534 1256.65956040377
Pakistan PAK Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 61.6109614054714 66.7688112450969
Pakistan PAK Internet users (per 100 people) IT.NET.USER.P2 9 9.9637
Palau PLW GDP per capita (current US$) NY.GDP.PCAP.CD 10332.1032612377 11005.8656286861
Palau PLW Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 74.9429860740453 82.6235668176125
Palau PLW Internet users (per 100 people) IT.NET.USER.P2 .. ..
Panama PAN GDP per capita (current US$) NY.GDP.PCAP.CD 8372.57725487009 9534.40842483762
Panama PAN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 188.604874852465 186.734422237186
Panama PAN Internet users (per 100 people) IT.NET.USER.P2 42.7 45.1999
Papua New Guinea PNG GDP per capita (current US$) NY.GDP.PCAP.CD 1767.2386619059 2184.1634610913
Papua New Guinea PNG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 34.2181139574404 37.7818366017156
Papua New Guinea PNG Internet users (per 100 people) IT.NET.USER.P2 2 2.30195686635833
Paraguay PRY GDP per capita (current US$) NY.GDP.PCAP.CD 3956.72948180981 3813.47148779887
Paraguay PRY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 99.402629908241 101.657353653922
Paraguay PRY Internet users (per 100 people) IT.NET.USER.P2 23.9 27.0758
Peru PER GDP per capita (current US$) NY.GDP.PCAP.CD 6112.16462609743 6795.77249780419
Peru PER Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 110.413663459198 98.8371763354124
Peru PER Internet users (per 100 people) IT.NET.USER.P2 36 38.2
Philippines PHL GDP per capita (current US$) NY.GDP.PCAP.CD 2357.57092433426 2587.01676209871
Philippines PHL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 99.3018230606135 106.76732676413
Philippines PHL Internet users (per 100 people) IT.NET.USER.P2 29 36.2351
Poland POL GDP per capita (current US$) NY.GDP.PCAP.CD 13382.0721480115 12707.8543136195
Poland POL Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 130.970231062999 132.682309643034
Poland POL Internet users (per 100 people) IT.NET.USER.P2 64.88 65
Portugal PRT GDP per capita (current US$) NY.GDP.PCAP.CD 22513.5265976418 20165.286119153
Portugal PRT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 115.388062280354 115.069350584751
Portugal PRT Internet users (per 100 people) IT.NET.USER.P2 57.76 64
Puerto Rico PRI GDP per capita (current US$) NY.GDP.PCAP.CD 26733.7611695212 27677.5255941778
Puerto Rico PRI Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 82.9889313276693 81.7473246103789
Puerto Rico PRI Internet users (per 100 people) IT.NET.USER.P2 48 51.4114
Qatar QAT GDP per capita (current US$) NY.GDP.PCAP.CD 89735.6818712772 ..
Qatar QAT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 123.110937139881 134.106751037006
Qatar QAT Internet users (per 100 people) IT.NET.USER.P2 86.2 88.1043668821783
Romania ROM GDP per capita (current US$) NY.GDP.PCAP.CD 8874.31517831925 9036.0361679301
Romania ROM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 109.252935239646 106.13667776395
Romania ROM Internet users (per 100 people) IT.NET.USER.P2 44.02 50
Russian Federation RUS GDP per capita (current US$) NY.GDP.PCAP.CD 13284.032601861 14037.015448307
Russian Federation RUS Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 179.308702934644 183.518213935259
Russian Federation RUS Internet users (per 100 people) IT.NET.USER.P2 49 53.2748
Rwanda RWA GDP per capita (current US$) NY.GDP.PCAP.CD 570.166882760374 619.927057661997
Rwanda RWA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 40.630670888563 50.4866841865167
Rwanda RWA Internet users (per 100 people) IT.NET.USER.P2 7 8.02385427694765
Samoa WSM GDP per capita (current US$) NY.GDP.PCAP.CD 3361.96167083846 3619.68990394731
Samoa WSM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Samoa WSM Internet users (per 100 people) IT.NET.USER.P2 11 12.92249
San Marino SMR GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
San Marino SMR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 111.753584370569 112.693692283612
San Marino SMR Internet users (per 100 people) IT.NET.USER.P2 49.6 50.8826
Sao Tome and Principe STP GDP per capita (current US$) NY.GDP.PCAP.CD 1355.44734446222 1400.32524535534
Sao Tome and Principe STP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 68.26127719165 70.9805792480713
Sao Tome and Principe STP Internet users (per 100 people) IT.NET.USER.P2 20.1612 21.5724
Saudi Arabia SAU GDP per capita (current US$) NY.GDP.PCAP.CD 24116.1741324844 25136.2148172776
Saudi Arabia SAU Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 191.24269417073 184.678893492673
Saudi Arabia SAU Internet users (per 100 people) IT.NET.USER.P2 47.5 54
Senegal SEN GDP per capita (current US$) NY.GDP.PCAP.CD 1083.2616754797 1023.29435474286
Senegal SEN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 73.2549596806155 87.5091099329453
Senegal SEN Internet users (per 100 people) IT.NET.USER.P2 17.5 19.2036
Serbia SRB GDP per capita (current US$) NY.GDP.PCAP.CD 5964.09519769607 5189.5793787732
Serbia SRB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 125.392874001382 92.8027004700717
Serbia SRB Internet users (per 100 people) IT.NET.USER.P2 42.2 48.1
Seychelles SYC GDP per capita (current US$) NY.GDP.PCAP.CD 12289.2562966783 12858.1751984866
Seychelles SYC Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 145.713003142301 158.625199325448
Seychelles SYC Internet users (per 100 people) IT.NET.USER.P2 43.16400446 47.076
Sierra Leone SLE GDP per capita (current US$) NY.GDP.PCAP.CD 501.023224689941 634.922792952024
Sierra Leone SLE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 35.6315963055187 36.0730929004562
Sierra Leone SLE Internet users (per 100 people) IT.NET.USER.P2 0.9 1.3
Singapore SGP GDP per capita (current US$) NY.GDP.PCAP.CD 47268.2289473424 51709.4533042869
Singapore SGP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 150.239025831675 153.397518167799
Singapore SGP Internet users (per 100 people) IT.NET.USER.P2 71 74.1818
Sint Maarten (Dutch part) SXM GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Sint Maarten (Dutch part) SXM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Sint Maarten (Dutch part) SXM Internet users (per 100 people) IT.NET.USER.P2 .. ..
Slovak Republic SVK GDP per capita (current US$) NY.GDP.PCAP.CD 17760.4143825731 16847.3603888159
Slovak Republic SVK Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 109.349480270683 111.206145905029
Slovak Republic SVK Internet users (per 100 people) IT.NET.USER.P2 74.44 80
Slovenia SVN GDP per capita (current US$) NY.GDP.PCAP.CD 24478.3495413267 22000.0695671819
Slovenia SVN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 106.561926907556 110.078590941332
Slovenia SVN Internet users (per 100 people) IT.NET.USER.P2 69 70
Solomon Islands SLB GDP per capita (current US$) NY.GDP.PCAP.CD 1610.92428632511 1834.83970498894
Solomon Islands SLB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 49.7715778780916 53.337534709902
Solomon Islands SLB Internet users (per 100 people) IT.NET.USER.P2 6 6.9974
Somalia SOM GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Somalia SOM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 6.85370622796808 6.71603668099183
Somalia SOM Internet users (per 100 people) IT.NET.USER.P2 1.25 1.3767
South Africa ZAF GDP per capita (current US$) NY.GDP.PCAP.CD 7942.8341009557 7507.67493954937
South Africa ZAF Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 126.833190454423 134.79769850185
South Africa ZAF Internet users (per 100 people) IT.NET.USER.P2 33.97 41
South Sudan SSD GDP per capita (current US$) NY.GDP.PCAP.CD 1844.30064340445 943.043265914972
South Sudan SSD Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. 18.8232176107012
South Sudan SSD Internet users (per 100 people) IT.NET.USER.P2 .. ..
Spain ESP GDP per capita (current US$) NY.GDP.PCAP.CD 31472.5392958879 28624.4729064329
Spain ESP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 113.222916551636 108.319012675984
Spain ESP Internet users (per 100 people) IT.NET.USER.P2 67.6 72
Sri Lanka LKA GDP per capita (current US$) NY.GDP.PCAP.CD 2835.99159436476 2923.20982902345
Sri Lanka LKA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 87.0472988056199 95.7618777254512
Sri Lanka LKA Internet users (per 100 people) IT.NET.USER.P2 15 18.2854
St. Kitts and Nevis KNA GDP per capita (current US$) NY.GDP.PCAP.CD 13198.3643810694 14313.9743206927
St. Kitts and Nevis KNA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 154.568245650412 156.433320297223
St. Kitts and Nevis KNA Internet users (per 100 people) IT.NET.USER.P2 77.6 79.3488989552935
St. Lucia LCA GDP per capita (current US$) NY.GDP.PCAP.CD 7023.32436284648 6848.2376333319
St. Lucia LCA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 122.99765967599 127.675849578726
St. Lucia LCA Internet users (per 100 people) IT.NET.USER.P2 45 48.6281
St. Martin (French part) MAF GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
St. Martin (French part) MAF Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
St. Martin (French part) MAF Internet users (per 100 people) IT.NET.USER.P2 .. ..
St. Vincent and the Grenadines VCT GDP per capita (current US$) NY.GDP.PCAP.CD 6291.26432320375 6515.21754810501
St. Vincent and the Grenadines VCT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 120.52210487816 123.881061014749
St. Vincent and the Grenadines VCT Internet users (per 100 people) IT.NET.USER.P2 43.01 47.52
Sudan SDN GDP per capita (current US$) NY.GDP.PCAP.CD 1537.59866544764 1580.00401697497
Sudan SDN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 56.1389968535418 60.4928585602716
Sudan SDN Internet users (per 100 people) IT.NET.USER.P2 19 21
Suriname SUR GDP per capita (current US$) NY.GDP.PCAP.CD 8236.2029183863 9376.49537499942
Suriname SUR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 178.875333148225 182.898862732251
Suriname SUR Internet users (per 100 people) IT.NET.USER.P2 32 34.6812
Swaziland SWZ GDP per capita (current US$) NY.GDP.PCAP.CD 3274.38729352788 3041.85045883652
Swaziland SWZ Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 63.7015615001704 65.9615472858257
Swaziland SWZ Internet users (per 100 people) IT.NET.USER.P2 18.13 20.7817825772944
Sweden SWE GDP per capita (current US$) NY.GDP.PCAP.CD 56755.3319349435 55041.1568371501
Sweden SWE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 121.32781441977 122.619487431377
Sweden SWE Internet users (per 100 people) IT.NET.USER.P2 94 94
Switzerland CHE GDP per capita (current US$) NY.GDP.PCAP.CD 83087.0528408196 78924.7259001649
Switzerland CHE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 130.914591472781 135.252050471514
Switzerland CHE Internet users (per 100 people) IT.NET.USER.P2 85.2 85.2
Syrian Arab Republic SYR GDP per capita (current US$) NY.GDP.PCAP.CD .. 3289.05632465025
Syrian Arab Republic SYR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 63.1668574990982 61.2188691092634
Syrian Arab Republic SYR Internet users (per 100 people) IT.NET.USER.P2 22.5 24.3001
Tajikistan TJK GDP per capita (current US$) NY.GDP.PCAP.CD 834.64055238135 870.542106619998
Tajikistan TJK Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 90.6412221486786 92.2196064138397
Tajikistan TJK Internet users (per 100 people) IT.NET.USER.P2 13.03 14.51
Tanzania TZA GDP per capita (current US$) NY.GDP.PCAP.CD 530.394855229403 608.715894293703
Tanzania TZA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 55.5328770397196 57.1157323007858
Tanzania TZA Internet users (per 100 people) IT.NET.USER.P2 12 13.0803
Thailand THA GDP per capita (current US$) NY.GDP.PCAP.CD 5192.11890669532 5479.76058007419
Thailand THA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 111.631690273194 120.292544475171
Thailand THA Internet users (per 100 people) IT.NET.USER.P2 23.7 26.5
Timor-Leste TMP GDP per capita (current US$) NY.GDP.PCAP.CD 959.536687417083 1068.38931015763
Timor-Leste TMP Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 53.2269806575296 52.3082158434089
Timor-Leste TMP Internet users (per 100 people) IT.NET.USER.P2 0.9 0.9147
Togo TGO GDP per capita (current US$) NY.GDP.PCAP.CD 569.469715826065 574.119522324374
Togo TGO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 50.4457080986863 55.9915404708382
Togo TGO Internet users (per 100 people) IT.NET.USER.P2 3.5 4
Tonga TON GDP per capita (current US$) NY.GDP.PCAP.CD 4046.11987034274 4493.72025525997
Tonga TON Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 52.6270464744663 53.3887559466494
Tonga TON Internet users (per 100 people) IT.NET.USER.P2 25 34.8609
Trinidad and Tobago TTO GDP per capita (current US$) NY.GDP.PCAP.CD 17686.7271819202 17436.50121061
Trinidad and Tobago TTO Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 135.64080662532 139.428896690523
Trinidad and Tobago TTO Internet users (per 100 people) IT.NET.USER.P2 55.2 59.5162
Tunisia TUN GDP per capita (current US$) NY.GDP.PCAP.CD 4350.33597633538 4236.79363099703
Tunisia TUN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 116.930237396306 119.956463123408
Tunisia TUN Internet users (per 100 people) IT.NET.USER.P2 39.1 41.4416
Turkey TUR GDP per capita (current US$) NY.GDP.PCAP.CD 10604.8401475284 10666.0556786343
Turkey TUR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 88.7046487870466 90.835677587542
Turkey TUR Internet users (per 100 people) IT.NET.USER.P2 43.07 45.13
Turkmenistan TKM GDP per capita (current US$) NY.GDP.PCAP.CD 5724.54158628157 6797.73430697525
Turkmenistan TKM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 68.7716551874219 76.4653768332927
Turkmenistan TKM Internet users (per 100 people) IT.NET.USER.P2 5 7.1958
Turks and Caicos Islands TCA GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Turks and Caicos Islands TCA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Turks and Caicos Islands TCA Internet users (per 100 people) IT.NET.USER.P2 .. ..
Tuvalu TUV GDP per capita (current US$) NY.GDP.PCAP.CD 3993.6518380158 4044.18946444615
Tuvalu TUV Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 21.6309535899259 28.3774196817675
Tuvalu TUV Internet users (per 100 people) IT.NET.USER.P2 30 35
Uganda UGA GDP per capita (current US$) NY.GDP.PCAP.CD 478.615644239593 547.006246137373
Uganda UGA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 48.3841688036569 45.9178505968548
Uganda UGA Internet users (per 100 people) IT.NET.USER.P2 13.01354333 14.6896
Ukraine UKR GDP per capita (current US$) NY.GDP.PCAP.CD 3575.50732483853 3866.9897922327
Ukraine UKR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 122.983535361001 132.050153773004
Ukraine UKR Internet users (per 100 people) IT.NET.USER.P2 28.70826284 33.7
United Arab Emirates ARE GDP per capita (current US$) NY.GDP.PCAP.CD 39057.8401080621 ..
United Arab Emirates ARE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 148.61885629617 169.941621340477
United Arab Emirates ARE Internet users (per 100 people) IT.NET.USER.P2 78 85
United Kingdom GBR GDP per capita (current US$) NY.GDP.PCAP.CD 39503.3146289646 39093.4728380825
United Kingdom GBR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 130.751936906855 130.750773204138
United Kingdom GBR Internet users (per 100 people) IT.NET.USER.P2 86.84 87.0162
United States USA GDP per capita (current US$) NY.GDP.PCAP.CD 49853.6823403904 51748.561485176
United States USA Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 95.2752888046066 98.166103913115
United States USA Internet users (per 100 people) IT.NET.USER.P2 77.863021 81.0252
Uruguay URY GDP per capita (current US$) NY.GDP.PCAP.CD 13723.9218518615 14702.8003940863
Uruguay URY Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 140.751885794353 147.296625492271
Uruguay URY Internet users (per 100 people) IT.NET.USER.P2 51.4 55.1146
Uzbekistan UZB GDP per capita (current US$) NY.GDP.PCAP.CD 1544.73028524997 1716.52628363028
Uzbekistan UZB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 91.6482143345379 72.207639957509
Uzbekistan UZB Internet users (per 100 people) IT.NET.USER.P2 30.2 36.5213
Vanuatu VUT GDP per capita (current US$) NY.GDP.PCAP.CD 3252.13499264466 3183.15575794249
Vanuatu VUT Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 55.7595300037864 54.4354998927184
Vanuatu VUT Internet users (per 100 people) IT.NET.USER.P2 9.2 10.598
"Venezuela, RB" VEN GDP per capita (current US$) NY.GDP.PCAP.CD 10727.9825698731 12728.7268472749
"Venezuela, RB" VEN Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 97.7752677753911 102.100081717741
"Venezuela, RB" VEN Internet users (per 100 people) IT.NET.USER.P2 40.22 44.0456
Vietnam VNM GDP per capita (current US$) NY.GDP.PCAP.CD 1543.02695033023 1755.21401648531
Vietnam VNM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 143.389101197815 149.409997343817
Vietnam VNM Internet users (per 100 people) IT.NET.USER.P2 35.07 39.49
Virgin Islands (U.S.) VIR GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
Virgin Islands (U.S.) VIR Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 .. ..
Virgin Islands (U.S.) VIR Internet users (per 100 people) IT.NET.USER.P2 35.6 40.5479
West Bank and Gaza WBG GDP per capita (current US$) NY.GDP.PCAP.CD .. ..
West Bank and Gaza WBG Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 69.4775440236646 71.2046082329948
West Bank and Gaza WBG Internet users (per 100 people) IT.NET.USER.P2 41.08 ..
"Yemen, Rep." YEM GDP per capita (current US$) NY.GDP.PCAP.CD 1361.3265301208 1494.4328319866
"Yemen, Rep." YEM Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 47.0486147513617 54.362145674672
"Yemen, Rep." YEM Internet users (per 100 people) IT.NET.USER.P2 14.905 17.4465
Zambia ZMB GDP per capita (current US$) NY.GDP.PCAP.CD 1408.56131949926 1469.12116226751
Zambia ZMB Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 60.5905591252634 75.8066599119233
Zambia ZMB Internet users (per 100 people) IT.NET.USER.P2 11.5 13.4682
Zimbabwe ZWE GDP per capita (current US$) NY.GDP.PCAP.CD 663.642622309306 714.233007225203
Zimbabwe ZWE Mobile cellular subscriptions (per 100 people) IT.CEL.SETS.P2 72.1320945639215 96.9282857621035
Zimbabwe ZWE Internet users (per 100 people) IT.NET.USER.P2 15.7 17.0908
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment