Crossmap, an experiment with crossfilter.js and d3.js maps

README.md

Please, open in a new window to see the full map.

This is the first of a serie of experiments with crossfilter.js and the power of d3.js for building massive data interactive maps. I called it crossmap.

This map is fed with this dataset from infochimps' datasets. This dataset contains a list of wikipedia articles, tagged and geolocated. My particular ETL process has extracted 5456 articles.

The map provides a brush component for select a region, and a list of grouped tags related to selection. This list is updated interactively as the brush selection changes. If you click in any tag from list, the related points in the map are remarked. If you moves the mouse over selecteds points you will see a link to related wikipedia article.

In a future experiment I will add zoom capability. I will experiment too with the performance charging the whole dataset (over 200K entries) and the possible workarounds to have a fluent user experience.

crossfilter.v1.min.js

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index.html

<html>
<head>
	<title>Wikipedia crossfilter</title>
	<style type="text/css">

		.row {
			display: table-row;
		}

		.cell {
			display: table-cell;
		}

		.map {
			width: 960px;
		}

		.map svg {
			background-color: white;
		}

		svg, g, rect {
			pointer-events: all;
		}

		.tags {
			width: 150px;
			padding: 25px;
			overflow: auto;
		}

		.keyword {
			cursor: pointer;			
		}

		.keyword:hover {
			text-decoration: underline;
		}

		.land {
			opacity: .7;
			stroke: #888;
			
		}

		.point {
			fill: yellow;
			opacity: .3;	
		}

		.point:hover {
			fill: blue;
			stroke: #000;
		}

		.selected {
			fill: #f00;
			opacity: .9;
			cursor: pointer;
		}

		.brush, .brush .resize {
			fill: green;
			stroke: green;
			pointer-events: all;
		}

		.brush .extent {
		  fill-opacity: .125;
		  shape-rendering: crispEdges;
		}

		.background {
		  fill: none;
		  pointer-events: all;
		}

		.tooltip {			
			position: absolute;
			min-width: 100px;
			padding: 11px 10px;
			background-color: #ECEEDD;	
			opacity: 0;		
			text-align: center;
			border: 1px solid gray;
		}

	</style>
</head>
<body>

	<script src="crossfilter.v1.min.js"></script>
	<script src="http://d3js.org/d3.v3.min.js"></script>
	<script src="http://d3js.org/topojson.v1.min.js"></script>
	<script type="text/javascript">

	var wiki, keyword, path, lat, lon, projection, svg, tags, x, brush, brushSvg, points, extent,
		tooltip, handleHeight = 50;

		// load data
		d3.csv('wikipedia.csv', function(error, wikipedia) {

			if (error) throw error;

			wikipedia.forEach(function(d, i) {				
				d.lat = parseFloat(d.lat);
				d.lon = parseFloat(d.lon);
				d.keywords = d.keywords.split(";");
				d.url = d.url.replace("'","").replace("'","");
			});

			wikipedia = wikipedia.filter(function(el) {
					return el.hasOwnProperty("lat") && el.hasOwnProperty("lat") && 
						el.lat !== undefined && el.lon !== undefined &&
						el.lat !== null && el.lon !== null &&
						!isNaN(el.lat) && !isNaN(el.lon);
				});

			wiki = crossfilter(wikipedia);
			
			keyword = wiki.dimension(function(d) { return d.keywords; });
			
			var reduceAdd = function(p, v) {		      
		      	v.keywords.forEach(function(val, idx) {
		        	p[val] = (p[val] || 0 ) + 1;
		      	});
			
		      	return p;
		}
		
		var reduceRemove = function(p ,v) {
			v.keywords.forEach(function(val, idx) {
				p[val] = (p[val] || 0 ) - 1;
			});
		
		    return p;
		}
		
		var reduceInitial = function() {
		return {};
		}
		
		
		var keywords = function() { 
		    return keyword.groupAll().reduce(reduceAdd, reduceRemove, reduceInitial).value();
		}
		
		lat = wiki.dimension(function(d) { return d.lat; });
		lon = wiki.dimension(function(d) { return d.lon; });


		// build world
		var width = 960,
			height = 600,
			tagsWidth = 200,
			color = d3.scale.category20b();

		projection = d3.geo.mercator()
			.scale((width + 1) / 2 / Math.PI)
			.translate([width / 2, height / 2])
			.precision(.1);

		path = d3.geo.path()
			.projection(projection);

		svg = d3.select('.map').append("svg")
			.attr("width", width)
			.attr("height", height);
     		
		tags = d3.select(".tags").append("svg")
			.attr("width", tagsWidth)
			.attr("height", height)
			.append("g")
			.attr("transform", "translate(8,6)");	

		x = d3.scale.linear().range([0, width]);
		
		tooltip = d3.select("body")
			.append("div")
			.attr("class","tooltip");

		// filter keywords by latitude
		var updateKeywords = function() {
			var extent = brush.extent(),
				coordStart = x(extent[0]),
				coordEnd = x(extent[1]),
				start = projection.invert([coordStart, null]),
				end = projection.invert([coordEnd, null]),
				coords = [start[0], end[0]];

			lon.filterRange(coords);

			drawKeywords();
		}				

		var buildBrush = function() {
			brush = d3.svg.brush()
				.x(x)
				.on("brushstart", startbrush)
				.on("brush", updateKeywords)
				.on("brushend", brushend);

			brushSvg = svg.append("g")
				.attr("class", "brush")
				.call(brush)
				.selectAll('rect')
				.attr("height", height);

			// set initial parameters for brush handlers	
			d3.selectAll(".resize")				
				.select("rect")
					.attr("visibility", "visible")
					.attr("height", handleHeight)
					.attr("fill", "#888")
					.attr("transform","translate(0," + (height/2 - handleHeight/2) + ")")
					.style("visibility", "visible");

			// vertical animation of brush handlers		
			d3.select('.brush').on("mousemove", function() {
				var _y = d3.mouse(this)[1];

				d3.selectAll(".resize")				
					.select("rect")
					.attr("transform","translate(0," + (_y - handleHeight/2) + ")")
			});	

		}

		var startbrush = function() {
			svg.selectAll('.point')
				.classed("selected", false)
				.style("opacity", .3);
		}

		var brushend = function() {
			if (brush.empty()) {
				setBrushDefaults();
			}
		}

		var setBrushDefaults = function() {					
			brush.extent([.465625,.52]);

			d3.selectAll('.brush')
				.call(brush);
			
			updateKeywords();
		}

		
		// load world data
		d3.json('/mbostock/raw/4090846/world-50m.json', function(error, world) {

			if (error) throw error;

			var countries = topojson.feature(world, world.objects.countries);

			svg.selectAll(".land")
				.data(countries.features)
				.enter()
					.append("path")
					.attr("class", "land")
					.attr("d", path)
					.style("fill", function(d, i) { return color(i % 10); });
			
			buildBrush();
			drawMarkers();
			setBrushDefaults();

		});		

		// draw all points from dataset
		var drawMarkers = function() {

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

			var data = lat.filterAll().top(Infinity);

			points = svg.selectAll('.point')
				.data(data)
				.enter()
					.append("svg:circle")
					.attr("cx", function(d){ return projection([d.lon,d.lat])[0]; })
					.attr("cy", function(d) { return projection([d.lon,d.lat])[1]; })
					.attr("r", 3)
					.attr("class", "point");						

			points.data(data).exit().remove();
		}

		// draw keywords filtered by longitude range selected by brush
		var drawKeywords = function() {
			
			var f = [], _keywords = keywords();

			// transform data
			for (var i in _keywords) {
				f.push({ key: i, value: _keywords[i] });
			}
			
			var sort = crossfilter.quicksort.by(function(d) { 
				return d.value; 
			});

			sort(f, 0, f.length);
			f.reverse();
			
			// refresh keywords list
			d3.selectAll(".keyword").remove();
			
			var h = 20;

			tags.selectAll(".keyword")
				.data(f)
				.enter()
					.append("text")
					.attr("class", "keyword")
					.attr("transform", function(d,i) { return "translate(0," + (h * i) + ")" })
					.attr("dy", ".35em")
					.text(function(d) { return d.key + " (" + d.value + ")"; })
					.on('click', function(item, ev) {
						//console.log(item, ev);

						keyword.filterExact(item.key);

						selectMarkers();
					});

		}

		// mark as selected the filtered markers on selecting a keyword
		var selectMarkers = function() {

			svg.selectAll('.point')
				.classed("selected", false)
				.style("opacity", .3)
				.attr("r", 3);

			var markers = keyword.top(Infinity);

			points
				.data(markers, function(d){ return [d.lon, d.lat]; })
				.classed("selected", true)
				.attr("r", 7)
				.on("mouseover", function(d) {
					
					tooltip
						.style("left", d3.event.pageX)
						.style("top", d3.event.pageY)							
						.html('<a href="' + d.url + '" target="_blank">' + d.url + '</a>');

					tooltip.transition()
						.duration(200)
						.style("opacity", 1);	


				})
				.on("mouseout", function() {
					tooltip.transition()
						.duration(2000)
						.style("opacity", 0);	
				});

			d3.selectAll(".point:not(.selected)")
				.style("opacity", .03);	
		}
	});

	</script>

	<div class="row">
		<div class="cell map"></div>
		<div class="cell tags"></div>
	</div>
</body>
</html>

thumbnail.png

wikipedia.csv

url,keywords,lon,lat
'undefined',,115.841,-32.107
'http://en.wikipedia.org/wiki/Zaistovec',,16.366667,46.033333
'http://en.wikipedia.org/wiki/Ivanovo_Selo',,17.25,45.666668
'http://en.wikipedia.org/wiki/Dhali,_India',cities,77.17,10.5
'http://en.wikipedia.org/wiki/Dhali,_India',towns,77.17,10.5
'http://en.wikipedia.org/wiki/Dhali,_India',tamil,77.17,10.5
'http://en.wikipedia.org/wiki/Dhali,_India',nadu,77.17,10.5
'http://en.wikipedia.org/wiki/Castle_River',rivers,173.45,-41.983334
'http://en.wikipedia.org/wiki/Castle_River',wellington,173.45,-41.983334
'http://en.wikipedia.org/wiki/Castle_River',region,173.45,-41.983334
'http://en.wikipedia.org/wiki/Castle_River',marlborough,173.45,-41.983334
'http://en.wikipedia.org/wiki/Castle_River',southland,173.45,-41.983334
'http://en.wikipedia.org/wiki/Angla',,22.716667,58.533333
'http://en.wikipedia.org/wiki/Macute',,17.633333,45.616665
'http://en.wikipedia.org/wiki/Kuhbett',mountains,8.333333,53.333332
'http://en.wikipedia.org/wiki/Kuhbett',hesse,8.333333,53.333332
'http://en.wikipedia.org/wiki/Kuhbett',mountain109359803,8.333333,53.333332
'http://en.wikipedia.org/wiki/Cookhouse',,25.816668,-32.75
'http://en.wikipedia.org/wiki/Nouamghar',populated,-16.533333,19.333334
'http://en.wikipedia.org/wiki/Nouamghar',mauritania,-16.533333,19.333334
'http://en.wikipedia.org/wiki/Nouamghar',communes,-16.533333,19.333334
'http://en.wikipedia.org/wiki/Yampupata',geoclass,-69.21667,-16.083334
'http://en.wikipedia.org/wiki/Yampupata',populated,-69.21667,-16.083334
'http://en.wikipedia.org/wiki/Yampupata',la,-69.21667,-16.083334
'http://en.wikipedia.org/wiki/Yampupata',paz,-69.21667,-16.083334
'http://en.wikipedia.org/wiki/Yampupata',department,bolivia,-69.21667,-16.083334
'http://en.wikipedia.org/wiki/Beira_Airport',airports,34.9075,-19.796389
'http://en.wikipedia.org/wiki/Beira_Airport',mozambique,34.9075,-19.796389
'http://en.wikipedia.org/wiki/Nalangi_River',river109411430,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Nalangi_River',geoclass,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Nalangi_River',stream,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Nalangi_River',rivers,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Nalangi_River',vanua,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Nalangi_River',levu,179.56667,-16.383333
'http://en.wikipedia.org/wiki/Goraul',cities,85.32397,25.92225
'http://en.wikipedia.org/wiki/Goraul',towns,85.32397,25.92225
'http://en.wikipedia.org/wiki/Goraul',vaishali,85.32397,25.92225
'http://en.wikipedia.org/wiki/Goraul',district,85.32397,25.92225
'http://en.wikipedia.org/wiki/Goraul',geoclass,85.32397,25.92225
'http://en.wikipedia.org/wiki/Goraul',populated,85.32397,25.92225
'http://en.wikipedia.org/wiki/Weigelsberg',mountain109359803,12.966666,49.1
'http://en.wikipedia.org/wiki/Weigelsberg',mountains,12.966666,49.1
'http://en.wikipedia.org/wiki/Weigelsberg',bavaria,12.966666,49.1
'http://en.wikipedia.org/wiki/Wangolodougou',populated,-5.15,9.966666
'http://en.wikipedia.org/wiki/Wangolodougou',c%c3%b4te,-5.15,9.966666
'http://en.wikipedia.org/wiki/Wangolodougou',d%27,-5.15,9.966666
'http://en.wikipedia.org/wiki/Wangolodougou',ivoire,-5.15,9.966666
'http://en.wikipedia.org/wiki/Wangolodougou',geoclass,-5.15,9.966666
'http://en.wikipedia.org/wiki/Saiqu',geoclass,88.73333,28.833334
'http://en.wikipedia.org/wiki/Saiqu',populated,88.73333,28.833334
'http://en.wikipedia.org/wiki/Saiqu',tibet,88.73333,28.833334
'http://en.wikipedia.org/wiki/Ohukotsu',,24.566668,59
'http://en.wikipedia.org/wiki/Laguna_Navidad',lakes,-64.538055,-14.110556
'http://en.wikipedia.org/wiki/Laguna_Navidad',bolivia,-64.538055,-14.110556
'http://en.wikipedia.org/wiki/Vecdaugava',neighbourhoods,24.1,57.05
'http://en.wikipedia.org/wiki/Vecdaugava',riga,24.1,57.05
'http://en.wikipedia.org/wiki/Iogi_Station',railway,139.6152,35.7249
'http://en.wikipedia.org/wiki/Iogi_Station',stations,139.6152,35.7249
'http://en.wikipedia.org/wiki/Iogi_Station',tokyo,139.6152,35.7249
'http://en.wikipedia.org/wiki/Quijorna',municipalities,-4.05,40.433334
'http://en.wikipedia.org/wiki/Quijorna',madrid,-4.05,40.433334
'http://en.wikipedia.org/wiki/Sanglai',geoclass,91.566666,30.7
'http://en.wikipedia.org/wiki/Sanglai',populated,91.566666,30.7
'http://en.wikipedia.org/wiki/Sanglai',tibet,91.566666,30.7
'http://en.wikipedia.org/wiki/Kordigast',geoclass,11.216666,50.1
'http://en.wikipedia.org/wiki/Kordigast',hill,11.216666,50.1
'http://en.wikipedia.org/wiki/Kordigast',mountains,11.216666,50.1
'http://en.wikipedia.org/wiki/Kordigast',bavaria,11.216666,50.1
'http://en.wikipedia.org/wiki/Kordigast',mountain109359803,11.216666,50.1
'http://en.wikipedia.org/wiki/Lac_de_Bise',lakes,6.7644444,46.329166
'http://en.wikipedia.org/wiki/Lac_de_Bise',rh%c3%b4ne,6.7644444,46.329166
'http://en.wikipedia.org/wiki/Lac_de_Bise',alpes,6.7644444,46.329166
'http://en.wikipedia.org/wiki/Lac_de_Bise',lake109328904,6.7644444,46.329166
'undefined',,89.11639,23.9
'undefined',,3.15,35.966667
'undefined',,11.033334,60.333332
'undefined',,-146.305,61.123
'http://en.wikipedia.org/wiki/Beder,_Aarhus',suburbs,10.2,56.05
'http://en.wikipedia.org/wiki/Beder,_Aarhus',aarhus,10.2,56.05
'http://en.wikipedia.org/wiki/Kakma',,15.5,44
'http://en.wikipedia.org/wiki/Jabal_ad_Dayt',mountains,56.366665,25.466667
'http://en.wikipedia.org/wiki/Jabal_ad_Dayt',fujairah,56.366665,25.466667
'http://en.wikipedia.org/wiki/Jabal_ad_Dayt',mountain109359803,56.366665,25.466667
'http://en.wikipedia.org/wiki/Koumogo',geoclass,18.366667,8.666667
'http://en.wikipedia.org/wiki/Koumogo',populated,18.366667,8.666667
'http://en.wikipedia.org/wiki/Koumogo',yago,18.366667,8.666667
'http://en.wikipedia.org/wiki/Koumogo',geo,18.366667,8.666667
'http://en.wikipedia.org/wiki/Koumogo',entity,18.366667,8.666667
'http://en.wikipedia.org/wiki/Koumogo',chad,18.366667,8.666667
'http://en.wikipedia.org/wiki/Racine,_Quebec',municipalities,-72.25,45.503
'http://en.wikipedia.org/wiki/Racine,_Quebec',quebec,-72.25,45.503
'http://en.wikipedia.org/wiki/Ebonou',communes,-5.35,5.133333
'http://en.wikipedia.org/wiki/Ebonou',c%c3%b4te,-5.35,5.133333
'http://en.wikipedia.org/wiki/Ebonou',d%27,-5.35,5.133333
'http://en.wikipedia.org/wiki/Ebonou',ivoire,-5.35,5.133333
'http://en.wikipedia.org/wiki/Ebonou',populated,-5.35,5.133333
'http://en.wikipedia.org/wiki/Muromi_Station',,130.34,33.5812
'http://en.wikipedia.org/wiki/Bijela_Stijena',,17.2,45.35
'http://en.wikipedia.org/wiki/Akori',populated,44.61611,41.092224
'http://en.wikipedia.org/wiki/Akori',lori,44.61611,41.092224
'http://en.wikipedia.org/wiki/Akori',yago,44.61611,41.092224
'http://en.wikipedia.org/wiki/Akori',geo,44.61611,41.092224
'http://en.wikipedia.org/wiki/Akori',entity,44.61611,41.092224
'http://en.wikipedia.org/wiki/Viidu',,22.133333,58.283333
'http://en.wikipedia.org/wiki/Mghart',yago,44.5825,40.998055
'http://en.wikipedia.org/wiki/Mghart',geo,44.5825,40.998055
'http://en.wikipedia.org/wiki/Mghart',entity,44.5825,40.998055
'http://en.wikipedia.org/wiki/Mghart',populated,44.5825,40.998055
'http://en.wikipedia.org/wiki/Mghart',lori,44.5825,40.998055
'http://en.wikipedia.org/wiki/Nukus_Airport',airports,59.62389,42.4875
'http://en.wikipedia.org/wiki/Nukus_Airport',uzbekistan,59.62389,42.4875
'http://en.wikipedia.org/wiki/Lingti',populated,92.46667,30.966667
'http://en.wikipedia.org/wiki/Lingti',tibet,92.46667,30.966667
'http://en.wikipedia.org/wiki/Savimetsa',,27.2,58.566666
'http://en.wikipedia.org/wiki/Nurnus',populated,44.605835,40.3575
'http://en.wikipedia.org/wiki/Nurnus',kotayk,44.605835,40.3575
'http://en.wikipedia.org/wiki/Nurnus',yago,44.605835,40.3575
'http://en.wikipedia.org/wiki/Nurnus',geo,44.605835,40.3575
'http://en.wikipedia.org/wiki/Nurnus',entity,44.605835,40.3575
'http://en.wikipedia.org/wiki/Bangoua',communes,-3.4666667,7.3333335
'http://en.wikipedia.org/wiki/Bangoua',c%c3%b4te,-3.4666667,7.3333335
'http://en.wikipedia.org/wiki/Bangoua',d%27,-3.4666667,7.3333335
'http://en.wikipedia.org/wiki/Bangoua',ivoire,-3.4666667,7.3333335
'http://en.wikipedia.org/wiki/Bangoua',populated,-3.4666667,7.3333335
'http://en.wikipedia.org/wiki/Malilang',populated,89.2,31.983334
'http://en.wikipedia.org/wiki/Malilang',tibet,89.2,31.983334
'http://en.wikipedia.org/wiki/Sirasso',communes,-6.1,9.283334
'http://en.wikipedia.org/wiki/Sirasso',c%c3%b4te,-6.1,9.283334
'http://en.wikipedia.org/wiki/Sirasso',d%27,-6.1,9.283334
'http://en.wikipedia.org/wiki/Sirasso',ivoire,-6.1,9.283334
'http://en.wikipedia.org/wiki/Sirasso',populated,-6.1,9.283334
'http://en.wikipedia.org/wiki/Sirasso',geoclass,-6.1,9.283334
'http://en.wikipedia.org/wiki/Tuggali',,77.55,15.3333
'http://en.wikipedia.org/wiki/Abdan',populated,51.766666,28.083334
'http://en.wikipedia.org/wiki/Abdan',bushehr,51.766666,28.083334
'http://en.wikipedia.org/wiki/Abdan',province,51.766666,28.083334
'http://en.wikipedia.org/wiki/Wumatang',populated,91.4,30.5
'http://en.wikipedia.org/wiki/Wumatang',tibet,91.4,30.5
'http://en.wikipedia.org/wiki/Wumatang',geoclass,91.4,30.5
'http://en.wikipedia.org/wiki/Tama_Station',railway,139.5171,35.6766
'http://en.wikipedia.org/wiki/Tama_Station',stations,139.5171,35.6766
'http://en.wikipedia.org/wiki/Tama_Station',tokyo,139.5171,35.6766
'http://en.wikipedia.org/wiki/Brauneck',mountains,11.516666,47.666668
'http://en.wikipedia.org/wiki/Brauneck',bavaria,11.516666,47.666668
'http://en.wikipedia.org/wiki/Brauneck',mountain109359803,11.516666,47.666668
'http://en.wikipedia.org/wiki/Brauneck',geoclass,11.516666,47.666668
'http://en.wikipedia.org/wiki/Brauneck',mountain,11.516666,47.666668
'http://en.wikipedia.org/wiki/Kesha,_Hunan',towns,109.95255,29.097319
'http://en.wikipedia.org/wiki/Kesha,_Hunan',hunan,109.95255,29.097319
'http://en.wikipedia.org/wiki/Ardenis',yago,43.72389,41.07861
'http://en.wikipedia.org/wiki/Ardenis',geo,43.72389,41.07861
'http://en.wikipedia.org/wiki/Ardenis',entity,43.72389,41.07861
'http://en.wikipedia.org/wiki/Ardenis',geoclass,43.72389,41.07861
'http://en.wikipedia.org/wiki/Ardenis',populated,43.72389,41.07861
'http://en.wikipedia.org/wiki/Ardenis',shirak,43.72389,41.07861
'http://en.wikipedia.org/wiki/Tsuda_Station',railway,135.6981,34.8014
'http://en.wikipedia.org/wiki/Tsuda_Station',stations,135.6981,34.8014
'http://en.wikipedia.org/wiki/Tsuda_Station',osaka,135.6981,34.8014
'http://en.wikipedia.org/wiki/Tsuda_Station',prefecture,135.6981,34.8014
'http://en.wikipedia.org/wiki/Lumaringbo',populated,84.2,32.266666
'http://en.wikipedia.org/wiki/Lumaringbo',tibet,84.2,32.266666
'http://en.wikipedia.org/wiki/Lumaringbo',geoclass,84.2,32.266666
'http://en.wikipedia.org/wiki/Berkarat',yago,44.168888,40.68139
'http://en.wikipedia.org/wiki/Berkarat',geo,44.168888,40.68139
'http://en.wikipedia.org/wiki/Berkarat',entity,44.168888,40.68139
'http://en.wikipedia.org/wiki/Berkarat',populated,44.168888,40.68139
'http://en.wikipedia.org/wiki/Berkarat',aragatsotn,44.168888,40.68139
'http://en.wikipedia.org/wiki/Lac_de_Bonlieu',lakes,5.873611,46.586113
'http://en.wikipedia.org/wiki/Lac_de_Bonlieu',franche,5.873611,46.586113
'http://en.wikipedia.org/wiki/Lac_de_Bonlieu',comt%c3%a9,5.873611,46.586113
'http://en.wikipedia.org/wiki/Lac_de_Bonlieu',lake109328904,5.873611,46.586113
'http://en.wikipedia.org/wiki/Arevabuyr',yago,44.468887,40.03611
'http://en.wikipedia.org/wiki/Arevabuyr',geo,44.468887,40.03611
'http://en.wikipedia.org/wiki/Arevabuyr',entity,44.468887,40.03611
'http://en.wikipedia.org/wiki/Arevabuyr',populated,44.468887,40.03611
'http://en.wikipedia.org/wiki/Arevabuyr',ararat,44.468887,40.03611
'http://en.wikipedia.org/wiki/Arevabuyr',geoclass,44.468887,40.03611
'http://en.wikipedia.org/wiki/Sarigyugh',yago,45.145832,41.05639
'http://en.wikipedia.org/wiki/Sarigyugh',geo,45.145832,41.05639
'http://en.wikipedia.org/wiki/Sarigyugh',entity,45.145832,41.05639
'http://en.wikipedia.org/wiki/Sarigyugh',populated,45.145832,41.05639
'http://en.wikipedia.org/wiki/Sarigyugh',tavush,45.145832,41.05639
'http://en.wikipedia.org/wiki/Sarigyugh',geoclass,45.145832,41.05639
'http://en.wikipedia.org/wiki/Badikaha',geoclass,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Badikaha',populated,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Badikaha',communes,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Badikaha',c%c3%b4te,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Badikaha',d%27,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Badikaha',ivoire,-5.1666665,9.2
'http://en.wikipedia.org/wiki/Blurton',stoke,-2.157,52.982
'http://en.wikipedia.org/wiki/Blurton',on,-2.157,52.982
'http://en.wikipedia.org/wiki/Blurton',trent,-2.157,52.982
'http://en.wikipedia.org/wiki/Blurton',villages,-2.157,52.982
'http://en.wikipedia.org/wiki/Blurton',staffordshire,-2.157,52.982
'http://en.wikipedia.org/wiki/Dakpadou',geoclass,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Dakpadou',populated,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Dakpadou',communes,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Dakpadou',c%c3%b4te,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Dakpadou',d%27,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Dakpadou',ivoire,-6.0666666,5.25
'http://en.wikipedia.org/wiki/Alolar',populated,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',kalbajar,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',rayon,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',yago,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',geo,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',entity,46.01389,40.095
'http://en.wikipedia.org/wiki/Alolar',geoclass,46.01389,40.095
'http://en.wikipedia.org/wiki/Shobdon_Priory',,-2.8777,52.2601
'http://en.wikipedia.org/wiki/Lambha',cities,72.57612,22.93822
'http://en.wikipedia.org/wiki/Lambha',towns,72.57612,22.93822
'http://en.wikipedia.org/wiki/Lambha',ahmedabad,72.57612,22.93822
'http://en.wikipedia.org/wiki/Lambha',district,72.57612,22.93822
'http://en.wikipedia.org/wiki/Vrdolje',populated,18.05,43.65
'http://en.wikipedia.org/wiki/Vrdolje',bosnia,18.05,43.65
'http://en.wikipedia.org/wiki/Vrdolje',herzegovina,18.05,43.65
'http://en.wikipedia.org/wiki/Vrdolje',geoclass,18.05,43.65
'http://en.wikipedia.org/wiki/Pujalt',municipalities,1.4166666,41.716667
'http://en.wikipedia.org/wiki/Pujalt',barcelona,1.4166666,41.716667
'http://en.wikipedia.org/wiki/Genlik',populated,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',zangilan,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',rayon,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',yago,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',geo,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',entity,46.63889,39.105278
'http://en.wikipedia.org/wiki/Genlik',geoclass,46.63889,39.105278
'http://en.wikipedia.org/wiki/Ghabaghtapa',populated,43.833332,40.35
'http://en.wikipedia.org/wiki/Ghabaghtapa',aragatsotn,43.833332,40.35
'http://en.wikipedia.org/wiki/Ghabaghtapa',yago,43.833332,40.35
'http://en.wikipedia.org/wiki/Ghabaghtapa',geo,43.833332,40.35
'http://en.wikipedia.org/wiki/Ghabaghtapa',entity,43.833332,40.35
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'http://en.wikipedia.org/wiki/Lekutu_River',stream,178.71666,-16.666666
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'http://en.wikipedia.org/wiki/Zerhamra',,-2.4833333,29.983334
'http://en.wikipedia.org/wiki/Attymass',geoclass,-9.083333,54.05
'http://en.wikipedia.org/wiki/Attymass',populated,-9.083333,54.05
'http://en.wikipedia.org/wiki/Attymass',towns,-9.083333,54.05
'http://en.wikipedia.org/wiki/Attymass',villages,-9.083333,54.05
'http://en.wikipedia.org/wiki/Attymass',county,-9.083333,54.05
'http://en.wikipedia.org/wiki/Attymass',mayo,-9.083333,54.05
'http://en.wikipedia.org/wiki/Rotstein',mountain109359803,14.766666,51.1
'http://en.wikipedia.org/wiki/Rotstein',mountains,14.766666,51.1
'http://en.wikipedia.org/wiki/Rotstein',saxony,14.766666,51.1
'http://en.wikipedia.org/wiki/Tamavua_River',rivers,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Tamavua_River',viti,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Tamavua_River',levu,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Tamavua_River',geoclass,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Tamavua_River',stream,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Tamavua_River',river109411430,178.43333,-18.116667
'http://en.wikipedia.org/wiki/Eoste',geoclass,27.1,58.1
'http://en.wikipedia.org/wiki/Eoste',populated,27.1,58.1
'http://en.wikipedia.org/wiki/Eoste',villages,27.1,58.1
'http://en.wikipedia.org/wiki/Eoste',p%c3%b5lva,27.1,58.1
'http://en.wikipedia.org/wiki/Eoste',county,27.1,58.1
'http://en.wikipedia.org/wiki/Tanak_Tepong',populated,116.2,-8.583333
'http://en.wikipedia.org/wiki/Tanak_Tepong',west,116.2,-8.583333
'http://en.wikipedia.org/wiki/Tanak_Tepong',nusa,116.2,-8.583333
'http://en.wikipedia.org/wiki/Tanak_Tepong',tenggara,116.2,-8.583333
'http://en.wikipedia.org/wiki/Gabrene',villages,22.966667,41.366665
'http://en.wikipedia.org/wiki/Gabrene',blagoevgrad,22.966667,41.366665
'http://en.wikipedia.org/wiki/Gabrene',province,22.966667,41.366665
'http://en.wikipedia.org/wiki/Tilsi',villages,27.016666,57.966667
'http://en.wikipedia.org/wiki/Tilsi',p%c3%b5lva,27.016666,57.966667
'http://en.wikipedia.org/wiki/Tilsi',county,27.016666,57.966667
'http://en.wikipedia.org/wiki/Tilsi',geoclass,27.016666,57.966667
'http://en.wikipedia.org/wiki/Tilsi',populated,27.016666,57.966667
'http://en.wikipedia.org/wiki/Old_Maldah',cities,88.14,25.04
'http://en.wikipedia.org/wiki/Old_Maldah',towns,88.14,25.04
'http://en.wikipedia.org/wiki/Old_Maldah',malda,88.14,25.04
'http://en.wikipedia.org/wiki/Old_Maldah',district,88.14,25.04
'http://en.wikipedia.org/wiki/Amlikon',former,9.056081,47.56972
'http://en.wikipedia.org/wiki/Amlikon',municipalities,9.056081,47.56972
'http://en.wikipedia.org/wiki/Amlikon',thurgau,9.056081,47.56972
'http://en.wikipedia.org/wiki/Amlikon',villages,9.056081,47.56972
'http://en.wikipedia.org/wiki/Mount_Emery',mountains,-60.374,-52.049
'http://en.wikipedia.org/wiki/Mount_Emery',west,-60.374,-52.049
'http://en.wikipedia.org/wiki/Mount_Emery',falkland,-60.374,-52.049
'http://en.wikipedia.org/wiki/Okaba_Station',railway,135.2226,34.8219
'http://en.wikipedia.org/wiki/Okaba_Station',stations,135.2226,34.8219
'http://en.wikipedia.org/wiki/Okaba_Station',hy%c5%8,135.2226,34.8219
'http://en.wikipedia.org/wiki/Okaba_Station',dgo,135.2226,34.8219
'http://en.wikipedia.org/wiki/Okaba_Station',prefecture,135.2226,34.8219
'http://en.wikipedia.org/wiki/Egira_Station',stations,136.6996,35.3156
'http://en.wikipedia.org/wiki/Egira_Station',nagoya,136.6996,35.3156
'http://en.wikipedia.org/wiki/Egira_Station',railroad,136.6996,35.3156
'http://en.wikipedia.org/wiki/Egira_Station',railway,136.6996,35.3156
'http://en.wikipedia.org/wiki/Egira_Station',gifu,136.6996,35.3156
'http://en.wikipedia.org/wiki/Egira_Station',prefecture,136.6996,35.3156
'http://en.wikipedia.org/wiki/Narawa_Station',railway,136.922,34.8863
'http://en.wikipedia.org/wiki/Narawa_Station',stations,136.922,34.8863
'http://en.wikipedia.org/wiki/Narawa_Station',aichi,136.922,34.8863
'http://en.wikipedia.org/wiki/Narawa_Station',prefecture,136.922,34.8863
'http://en.wikipedia.org/wiki/Narawa_Station',nagoya,136.922,34.8863
'http://en.wikipedia.org/wiki/Narawa_Station',railroad,136.922,34.8863
'http://en.wikipedia.org/wiki/Ordrup_station',s,12.5836115,55.763054
'http://en.wikipedia.org/wiki/Ordrup_station',train,12.5836115,55.763054
'http://en.wikipedia.org/wiki/Ordrup_station',stations,12.5836115,55.763054
'http://en.wikipedia.org/wiki/Kikka,_Estonia',villages,27.383333,57.983334
'http://en.wikipedia.org/wiki/Kikka,_Estonia',p%c3%b5lva,27.383333,57.983334
'http://en.wikipedia.org/wiki/Kikka,_Estonia',county,27.383333,57.983334
'http://en.wikipedia.org/wiki/Sanica_Gornja',populated,16.616667,44.616665
'http://en.wikipedia.org/wiki/Sanica_Gornja',bosnia,16.616667,44.616665
'http://en.wikipedia.org/wiki/Sanica_Gornja',herzegovina,16.616667,44.616665
'http://en.wikipedia.org/wiki/Sanica_Gornja',geoclass,16.616667,44.616665
'http://en.wikipedia.org/wiki/Larouco',geoclass,-7.1666665,42.35
'http://en.wikipedia.org/wiki/Larouco',third,-7.1666665,42.35
'http://en.wikipedia.org/wiki/Larouco',administrative,-7.1666665,42.35
'http://en.wikipedia.org/wiki/Larouco',division,-7.1666665,42.35
'http://en.wikipedia.org/wiki/Ide_Station',railway,138.4909,35.2475
'http://en.wikipedia.org/wiki/Ide_Station',stations,138.4909,35.2475
'http://en.wikipedia.org/wiki/Ide_Station',yamanashi,138.4909,35.2475
'http://en.wikipedia.org/wiki/Ide_Station',prefecture,138.4909,35.2475
'http://en.wikipedia.org/wiki/Lamai',cities,94.07548,24.86697
'http://en.wikipedia.org/wiki/Lamai',towns,94.07548,24.86697
'http://en.wikipedia.org/wiki/Lamai',imphal,94.07548,24.86697
'http://en.wikipedia.org/wiki/Lamai',east,94.07548,24.86697
'http://en.wikipedia.org/wiki/Lamai',district,94.07548,24.86697
'http://en.wikipedia.org/wiki/Ahla',populated,73.4,32.6
'http://en.wikipedia.org/wiki/Ahla',mandi,73.4,32.6
'http://en.wikipedia.org/wiki/Ahla',bahauddin,73.4,32.6
'http://en.wikipedia.org/wiki/Ahla',district,73.4,32.6
'http://en.wikipedia.org/wiki/Abercraf',geoclass,-3.7130556,51.800556
'http://en.wikipedia.org/wiki/Abercraf',populated,-3.7130556,51.800556
'http://en.wikipedia.org/wiki/Abercraf',villages,-3.7130556,51.800556
'http://en.wikipedia.org/wiki/Abercraf',powys,-3.7130556,51.800556
'http://en.wikipedia.org/wiki/Chumbicha',populated,-66.23333,-28.866667
'http://en.wikipedia.org/wiki/Chumbicha',catamarca,-66.23333,-28.866667
'http://en.wikipedia.org/wiki/Chumbicha',province,-66.23333,-28.866667
'http://en.wikipedia.org/wiki/Chumbicha',geoclass,-66.23333,-28.866667
'http://en.wikipedia.org/wiki/Alba_Posse',populated,-54.7,-27.55
'http://en.wikipedia.org/wiki/Alba_Posse',misiones,-54.7,-27.55
'http://en.wikipedia.org/wiki/Alba_Posse',province,-54.7,-27.55
'http://en.wikipedia.org/wiki/Alba_Posse',geoclass,-54.7,-27.55
'http://en.wikipedia.org/wiki/Osenberge',dunes,8.284194,53.026196
'http://en.wikipedia.org/wiki/La_Herrera',municipalities,-2.1166668,38.966667
'http://en.wikipedia.org/wiki/La_Herrera',albacete,-2.1166668,38.966667
'http://en.wikipedia.org/wiki/Oberalberting',populated,13.433333,48.016666
'http://en.wikipedia.org/wiki/Oberalberting',austria,13.433333,48.016666
'http://en.wikipedia.org/wiki/Oberalberting',geoclass,13.433333,48.016666
'http://en.wikipedia.org/wiki/Mataraca',populated,-35.05,-6.6
'http://en.wikipedia.org/wiki/Mataraca',para%c3%a,-35.05,-6.6
'http://en.wikipedia.org/wiki/Mataraca',dba,-35.05,-6.6
'http://en.wikipedia.org/wiki/Khai',populated,72.76667,32.833332
'http://en.wikipedia.org/wiki/Khai',punjab%28,72.76667,32.833332
'http://en.wikipedia.org/wiki/Khai',pakistan%29,72.76667,32.833332
'http://en.wikipedia.org/wiki/Tiharu',geoclass,22.216667,58.883335
'http://en.wikipedia.org/wiki/Tiharu',populated,22.216667,58.883335
'http://en.wikipedia.org/wiki/Tiharu',villages,22.216667,58.883335
'http://en.wikipedia.org/wiki/Tiharu',hiiu,22.216667,58.883335
'http://en.wikipedia.org/wiki/Tiharu',county,22.216667,58.883335
'http://en.wikipedia.org/wiki/Inada_Station',railway,140.2148,36.3689
'http://en.wikipedia.org/wiki/Inada_Station',stations,140.2148,36.3689
'http://en.wikipedia.org/wiki/Inada_Station',ibaraki,140.2148,36.3689
'http://en.wikipedia.org/wiki/Inada_Station',prefecture,140.2148,36.3689
'http://en.wikipedia.org/wiki/Mynttorget',squares,18.068666,59.326694
'http://en.wikipedia.org/wiki/Mynttorget',stockholm,18.068666,59.326694
'http://en.wikipedia.org/wiki/Jagnjid',populated,17.533333,43.933334
'http://en.wikipedia.org/wiki/Jagnjid',bosnia,17.533333,43.933334
'http://en.wikipedia.org/wiki/Jagnjid',herzegovina,17.533333,43.933334
'http://en.wikipedia.org/wiki/Jagnjid',geoclass,17.533333,43.933334
'http://en.wikipedia.org/wiki/Sulky_Gully',,143.8667,-37.4667
'http://en.wikipedia.org/wiki/Habibpur',cities,86.9832,25.21217
'http://en.wikipedia.org/wiki/Habibpur',towns,86.9832,25.21217
'http://en.wikipedia.org/wiki/Habibpur',bhagalpur,86.9832,25.21217
'http://en.wikipedia.org/wiki/Habibpur',district,86.9832,25.21217
'http://en.wikipedia.org/wiki/Nayabazar',cities,88.2667,27.1333
'http://en.wikipedia.org/wiki/Nayabazar',towns,88.2667,27.1333
'http://en.wikipedia.org/wiki/Nayabazar',west,88.2667,27.1333
'http://en.wikipedia.org/wiki/Nayabazar',sikkim,88.2667,27.1333
'http://en.wikipedia.org/wiki/Nayabazar',district,88.2667,27.1333
'http://en.wikipedia.org/wiki/Bamarni',,43.266666,37.116665
'http://en.wikipedia.org/wiki/Salakati',cities,90.36255,26.493313
'http://en.wikipedia.org/wiki/Salakati',towns,90.36255,26.493313
'http://en.wikipedia.org/wiki/Salakati',kokrajhar,90.36255,26.493313
'http://en.wikipedia.org/wiki/Salakati',district,90.36255,26.493313
'http://en.wikipedia.org/wiki/Orchard_Leigh',hamlets,-0.575,51.72
'http://en.wikipedia.org/wiki/Orchard_Leigh',buckinghamshire,-0.575,51.72
'http://en.wikipedia.org/wiki/Yuwan',populated,48.466667,14.633333
'http://en.wikipedia.org/wiki/Yuwan',hadhramaut,48.466667,14.633333
'http://en.wikipedia.org/wiki/Yuwan',governorate,48.466667,14.633333
'http://en.wikipedia.org/wiki/Maly_Umys',rural,45.5,53.95
'http://en.wikipedia.org/wiki/Maly_Umys',localities,45.5,53.95
'http://en.wikipedia.org/wiki/Maly_Umys',mordovia,45.5,53.95
'http://en.wikipedia.org/wiki/Goalpokhar',community,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',development,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',blocks,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',uttar,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',dinajpur,88.13,26.08
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'http://en.wikipedia.org/wiki/Goalpokhar',cities,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',towns,88.13,26.08
'http://en.wikipedia.org/wiki/Goalpokhar',north,88.13,26.08
'http://en.wikipedia.org/wiki/Obiori_Station',railway,138.9286,37.5729
'http://en.wikipedia.org/wiki/Obiori_Station',stations,138.9286,37.5729
'http://en.wikipedia.org/wiki/Obiori_Station',niigata,138.9286,37.5729
'http://en.wikipedia.org/wiki/Obiori_Station',prefecture,138.9286,37.5729
'http://en.wikipedia.org/wiki/Giria,_India',villages,88.066666,24.516666
'http://en.wikipedia.org/wiki/Giria,_India',murshidabad,88.066666,24.516666
'http://en.wikipedia.org/wiki/Giria,_India',district,88.066666,24.516666
'http://en.wikipedia.org/wiki/Apuarema',populated,-39.75,-13.9
'http://en.wikipedia.org/wiki/Apuarema',bahia,-39.75,-13.9
'http://en.wikipedia.org/wiki/Otac',communes,28.833334,47.583332
'http://en.wikipedia.org/wiki/Otac',rezina,28.833334,47.583332
'http://en.wikipedia.org/wiki/Otac',district,28.833334,47.583332
'http://en.wikipedia.org/wiki/Otac',geoclass,28.833334,47.583332
'http://en.wikipedia.org/wiki/Otac',populated,28.833334,47.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',populated,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',khachmaz,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',rayon,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',yago,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',geo,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',entity,48.65,41.583332
'http://en.wikipedia.org/wiki/Kusarkyshlakh',geoclass,48.65,41.583332
'http://en.wikipedia.org/wiki/Dazdarevo',villages,19.266666,44.833332
'http://en.wikipedia.org/wiki/Dazdarevo',republika,19.266666,44.833332
'http://en.wikipedia.org/wiki/Dazdarevo',srpska,19.266666,44.833332
'http://en.wikipedia.org/wiki/Dazdarevo',geoclass,19.266666,44.833332
'http://en.wikipedia.org/wiki/Dazdarevo',populated,19.266666,44.833332
'http://en.wikipedia.org/wiki/Laleta',geoclass,18.966667,43.666668
'http://en.wikipedia.org/wiki/Laleta',populated,18.966667,43.666668
'http://en.wikipedia.org/wiki/Laleta',bosnia,18.966667,43.666668
'http://en.wikipedia.org/wiki/Laleta',herzegovina,18.966667,43.666668
'http://en.wikipedia.org/wiki/Kawata_Station',railway,134.2044,34.0611
'http://en.wikipedia.org/wiki/Kawata_Station',stations,134.2044,34.0611
'http://en.wikipedia.org/wiki/Kawata_Station',tokushima,134.2044,34.0611
'http://en.wikipedia.org/wiki/Kawata_Station',prefecture,134.2044,34.0611
'http://en.wikipedia.org/wiki/Varca',beaches,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',goa,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',geoclass,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',populated,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',cities,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',towns,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',south,73.92,15.22
'http://en.wikipedia.org/wiki/Varca',district,73.92,15.22
'http://en.wikipedia.org/wiki/Saastna',geoclass,23.583334,58.716667
'http://en.wikipedia.org/wiki/Saastna',populated,23.583334,58.716667
'http://en.wikipedia.org/wiki/Saastna',villages,23.583334,58.716667
'http://en.wikipedia.org/wiki/Saastna',l%c3%a4%c3%a4ne,23.583334,58.716667
'http://en.wikipedia.org/wiki/Saastna',county,23.583334,58.716667
'http://en.wikipedia.org/wiki/Mafhaq',populated,43.9,15.1
'http://en.wikipedia.org/wiki/Mafhaq',san%e2%80%98a%e2%80%99,43.9,15.1
'http://en.wikipedia.org/wiki/Mafhaq',governorate,43.9,15.1
'http://en.wikipedia.org/wiki/Karumo_Station',railway,135.1565,34.6534
'http://en.wikipedia.org/wiki/Karumo_Station',stations,135.1565,34.6534
'http://en.wikipedia.org/wiki/Karumo_Station',hy%c5%8,135.1565,34.6534
'http://en.wikipedia.org/wiki/Karumo_Station',dgo,135.1565,34.6534
'http://en.wikipedia.org/wiki/Karumo_Station',prefecture,135.1565,34.6534
'http://en.wikipedia.org/wiki/Bakhra',villages,85.1,26.033333
'http://en.wikipedia.org/wiki/Bakhra',muzaffarpur,85.1,26.033333
'http://en.wikipedia.org/wiki/Bakhra',district,85.1,26.033333
'http://en.wikipedia.org/wiki/Bakhra',geoclass,85.1,26.033333
'http://en.wikipedia.org/wiki/Bakhra',populated,85.1,26.033333
'http://en.wikipedia.org/wiki/Fakhralo',yago,44.63889,41.372776
'http://en.wikipedia.org/wiki/Fakhralo',geo,44.63889,41.372776
'http://en.wikipedia.org/wiki/Fakhralo',entity,44.63889,41.372776
'http://en.wikipedia.org/wiki/Fakhralo',populated,44.63889,41.372776
'http://en.wikipedia.org/wiki/Fakhralo',georgia%28country%29,44.63889,41.372776
'http://en.wikipedia.org/wiki/Queula',geoclass,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',populated,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',cities,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',towns,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',north,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',goa,73.97,15.38
'http://en.wikipedia.org/wiki/Queula',district,73.97,15.38
'http://en.wikipedia.org/wiki/Castellnovo',municipalities,-0.45,39.866665
'http://en.wikipedia.org/wiki/Castellnovo',castell%c3%b3n,-0.45,39.866665
'http://en.wikipedia.org/wiki/Upstart_Bay',geoclass,147.66667,-19.666666
'http://en.wikipedia.org/wiki/Upstart_Bay',bay,147.66667,-19.666666
'http://en.wikipedia.org/wiki/Upstart_Bay',bays,147.66667,-19.666666
'http://en.wikipedia.org/wiki/Upstart_Bay',queensland,147.66667,-19.666666
'http://en.wikipedia.org/wiki/Rashid,_Yemen',populated,48.316666,15.116667
'http://en.wikipedia.org/wiki/Rashid,_Yemen',hadhramaut,48.316666,15.116667
'http://en.wikipedia.org/wiki/Rashid,_Yemen',governorate,48.316666,15.116667
'http://en.wikipedia.org/wiki/Lunardelli',populated,-51.2,-23
'http://en.wikipedia.org/wiki/Lunardelli',paran%c3%a1%28state%29,-51.2,-23
'http://en.wikipedia.org/wiki/Mullingstorp',companies,16.688232,58.54246
'http://en.wikipedia.org/wiki/Mullingstorp',sweden,16.688232,58.54246
'http://en.wikipedia.org/wiki/Novodonetskoye',populated,48.645557,39.96417
'http://en.wikipedia.org/wiki/Novodonetskoye',sabirabad,48.645557,39.96417
'http://en.wikipedia.org/wiki/Novodonetskoye',rayon,48.645557,39.96417
'http://en.wikipedia.org/wiki/Novodonetskoye',geoclass,48.645557,39.96417
'http://en.wikipedia.org/wiki/Honna_Station',railway,139.4988,37.4447
'http://en.wikipedia.org/wiki/Honna_Station',stations,139.4988,37.4447
'http://en.wikipedia.org/wiki/Honna_Station',fukushima,139.4988,37.4447
'http://en.wikipedia.org/wiki/Honna_Station',prefecture,139.4988,37.4447
'http://en.wikipedia.org/wiki/Fuerte_Quemado',populated,-66.05,-26.616667
'http://en.wikipedia.org/wiki/Fuerte_Quemado',catamarca,-66.05,-26.616667
'http://en.wikipedia.org/wiki/Fuerte_Quemado',province,-66.05,-26.616667
'http://en.wikipedia.org/wiki/Loopspruit',populated,29.75,-24.666666
'http://en.wikipedia.org/wiki/Loopspruit',mpumalanga,29.75,-24.666666
'http://en.wikipedia.org/wiki/Sale_College',public,147.06805,-38.10923
'http://en.wikipedia.org/wiki/Sale_College',schools,147.06805,-38.10923
'http://en.wikipedia.org/wiki/Sale_College',victoria%28,147.06805,-38.10923
'http://en.wikipedia.org/wiki/Sale_College',australia%29,147.06805,-38.10923
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'http://en.wikipedia.org/wiki/Mirolyubovo',burgas,27.366667,42.65
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'http://en.wikipedia.org/wiki/Shetou_Station',railway,120.58039,23.895721
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'http://en.wikipedia.org/wiki/Harmasra',,87.00039,23.012362
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'http://en.wikipedia.org/wiki/Ramsgjelvatnet',lake109328904,14.884444,66.931114
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'http://en.wikipedia.org/wiki/Dardoqqaz',populated,46.55389,41.608055
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