michalskop · January 1, 2016 00:19
diff --git a/address.csv b/address.csv
diff --git a/cl_2013_2_ring_bachelet_matthei.json b/cl_2013_2_ring_bachelet_matthei.json
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CASTILLO)"},{"id":"1548","winner":"Bachelet","classname":"bachelet","population":{"p6":"229","p9":"160"},"coordinates":["-73.3833","-41.7833"],"name":"COLACO"},{"id":"1492","winner":"Bachelet","classname":"bachelet","population":{"p6":"226","p9":"71"},"coordinates":["-73.522508","-45.156629"],"name":"PUERTO AGUIRRE"},{"id":"1285","winner":"Bachelet","classname":"bachelet","population":{"p6":"225","p9":"84"},"coordinates":["-72.109612","-35.411975"],"name":"TOCONEY"},{"id":"1552","winner":"Matthei","classname":"matthei","population":{"p6":"212","p9":"245"},"coordinates":["-72.3007623","-46.378345"],"name":"LA JUNTA"},{"id":"1466","winner":"Bachelet","classname":"bachelet","population":{"p6":"210","p9":"122"},"coordinates":["-73.4830556","-42.6247222"],"name":"QUEHUI"},{"id":"1631","winner":"Bachelet","classname":"bachelet","population":{"p6":"208","p9":"174"},"coordinates":["-72.660331","-39.15305"],"name":"QUITRATUE"},{"id":"1511","winner":"Bachelet","classname":"bachelet","population":{"p6":"205","p9":"61"},"coordinates":["-69.25","-52.7166667"],"name":"PRIMAVERA"},{"id":"1484","winner":"Bachelet","classname":"bachelet","population":{"p6":"203","p9":"201"},"coordinates":["-72.8667","-41.9167"],"name":"ROLECHA"},{"id":"1498","winner":"Bachelet","classname":"bachelet","population":{"p6":"202","p9":"165"},"coordinates":["-72.705979","-46.843323"],"name":"PUERTO GUADAL"},{"id":"1459","winner":"Bachelet","classname":"bachelet","population":{"p6":"202","p9":"145"},"coordinates":["-72.9511111","-41.6841667"],"name":"ISLA GUAR"},{"id":"1616","winner":"Bachelet","classname":"bachelet","population":{"p6":"202","p9":"85"},"coordinates":["-70.460247","-28.93985"],"name":"SAN FELIX"},{"id":"1301","winner":"Bachelet","classname":"bachelet","population":{"p6":"197","p9":"119"},"coordinates":["-71.945984","-35.664935"],"name":"HUERTA DEL MAULE"},{"id":"1304","winner":"Matthei","classname":"matthei","population":{"p6":"193","p9":"260"},"coordinates":["-72.237736","-36.159343"],"name":"POCILLAS"},{"id":"1559","winner":"Bachelet","classname":"bachelet","population":{"p6":"191","p9":"170"},"coordinates":["-73.6567586","-42.3733306"],"name":"TENAUN"},{"id":"1513","winner":"Matthei","classname":"matthei","population":{"p6":"180","p9":"281"},"coordinates":["-67.6180804","-55.0698289"],"name":"CABO DE HORNOS (NAVARINO)"},{"id":"1375","winner":"Bachelet","classname":"bachelet","population":{"p6":"174","p9":"47"},"coordinates":["-73.648329","-37.609714"],"name":"ISLA MOCHA"},{"id":"1006","winner":"Bachelet","classname":"bachelet","population":{"p6":"171","p9":"147"},"coordinates":["-69.6347","-17.6533"],"name":"GENERAL LAGOS"},{"id":"1494","winner":"Bachelet","classname":"bachelet","population":{"p6":"167","p9":"62"},"coordinates":["-72.5968","-44.3334"],"name":"PUYUHUAPI"},{"id":"1647","winner":"Bachelet","classname":"bachelet","population":{"p6":"164","p9":"40"},"coordinates":["-72.849234","-36.40007"],"name":"VEGAS DE ITATA"},{"id":"1470","winner":"Bachelet","classname":"bachelet","population":{"p6":"161","p9":"115"},"coordinates":["-73.269809","-42.313264"],"name":"MECHUQUE"},{"id":"1585","winner":"Bachelet","classname":"bachelet","population":{"p6":"150","p9":"137"},"coordinates":["-72.689162","-42.02164"],"name":"HUALAIHUE PUERTO"},{"id":"1116","winner":"Bachelet","classname":"bachelet","population":{"p6":"149","p9":"93"},"coordinates":["-78.8231889","-33.6451389"],"name":"JUAN FERNANDEZ"},{"id":"1635","winner":"Matthei","classname":"matthei","population":{"p6":"146","p9":"171"},"coordinates":["-73.176968","-41.398525"],"name":"LAS QUEMAS"},{"id":"1584","winner":"Bachelet","classname":"bachelet","population":{"p6":"145","p9":"56"},"coordinates":["-73.474318","-42.142763"],"name":"METAHUE"},{"id":"1508","winner":"Bachelet","classname":"bachelet","population":{"p6":"141","p9":"86"},"coordinates":["-71.1632715","-52.3091185"],"name":"LAGUNA BLANCA"},{"id":"1641","winner":"Matthei","classname":"matthei","population":{"p6":"138","p9":"151"},"coordinates":["-72.709022","-36.517353"],"name":"GUARILIHUE"},{"id":"1581","winner":"Matthei","classname":"matthei","population":{"p6":"137","p9":"178"},"coordinates":["-72.9709729","-41.4836845"],"name":"ISLA MAILLEN"},{"id":"1612","winner":"Bachelet","classname":"bachelet","population":{"p6":"135","p9":"103"},"coordinates":["-72.9920236","-41.3213516"],"name":"RALUN"},{"id":"1488","winner":"Bachelet","classname":"bachelet","population":{"p6":"133","p9":"60"},"coordinates":["-71.69762","-45.909431"],"name":"BALMACEDA"},{"id":"1012","winner":"Matthei","classname":"matthei","population":{"p6":"132","p9":"252"},"coordinates":["-68.640093","-19.276507"],"name":"COLCHANE"},{"id":"1637","winner":"Bachelet","classname":"bachelet","population":{"p6":"131","p9":"83"},"coordinates":["-72.076953","-45.711026"],"name":"VALLE SIMPSON"},{"id":"1489","winner":"Bachelet","classname":"bachelet","population":{"p6":"118","p9":"112"},"coordinates":["-71.686487","-44.611735"],"name":"LA TAPERA"},{"id":"1005","winner":"Bachelet","classname":"bachelet","population":{"p6":"118","p9":"90"},"coordinates":["-69.526691","-18.489794"],"name":"BELEN"},{"id":"1573","winner":"Matthei","classname":"matthei","population":{"p6":"115","p9":"195"},"coordinates":["-73.0363889","-41.7997222"],"name":"ISLA PULUQUI"},{"id":"1636","winner":"Bachelet","classname":"bachelet","population":{"p6":"113","p9":"100"},"coordinates":["-72.153516","-46.120868"],"name":"VILLA CERRO CASTILLO"},{"id":"1501","winner":"Bachelet","classname":"bachelet","population":{"p6":"113","p9":"60"},"coordinates":["-72.5666667","-48.4666667"],"name":"O'HIGGINS"},{"id":"1588","winner":"Bachelet","classname":"bachelet","population":{"p6":"113","p9":"31"},"coordinates":["-72.0397446","-45.5840966"],"name":"\u00d1IREHUAO"},{"id":"1509","winner":"Bachelet","classname":"bachelet","population":{"p6":"108","p9":"65"},"coordinates":["-70.40824","-52.553133"],"name":"SAN GREGORIO"},{"id":"1502","winner":"Bachelet","classname":"bachelet","population":{"p6":"106","p9":"92"},"coordinates":["-73.566667","-47.833333"],"name":"TORTEL"},{"id":"1021","winner":"Bachelet","classname":"bachelet","population":{"p6":"106","p9":"42"},"coordinates":["-68.25478","-21.225692"],"name":"OLLAGUE"},{"id":"1457","winner":"Matthei","classname":"matthei","population":{"p6":"104","p9":"119"},"coordinates":["-71.92923","-41.877143"],"name":"LLANADA GRANDE"},{"id":"1615","winner":"Bachelet","classname":"bachelet","population":{"p6":"104","p9":"32"},"coordinates":["-69.8493094","-23.3379073"],"name":"SIERRA GORDA NORTE"},{"id":"1507","winner":"Bachelet","classname":"bachelet","population":{"p6":"103","p9":"92"},"coordinates":["-73.4188253","-52.910301"],"name":"RIO VERDE"},{"id":"1015","winner":"Bachelet","classname":"bachelet","population":{"p6":"100","p9":"33"},"coordinates":["-69.220812","-20.06182"],"name":"MAMI\u00d1A"},{"id":"1549","winner":"Bachelet","classname":"bachelet","population":{"p6":"93","p9":"72"},"coordinates":["-71.6210063","-46.46619"],"name":"RIO TRANQUILO"},{"id":"1490","winner":"Bachelet","classname":"bachelet","population":{"p6":"85","p9":"74"},"coordinates":["-71.851127","-44.238522"],"name":"LAGO VERDE"},{"id":"1601","winner":"Bachelet","classname":"bachelet","population":{"p6":"81","p9":"59"},"coordinates":["-68.65","-22.3419444"],"name":"CHIU CHIU"},{"id":"1572","winner":"Matthei","classname":"matthei","population":{"p6":"77","p9":"121"},"coordinates":["-72.670723","-46.458544"],"name":"BAHIA MURTA"},{"id":"1003","winner":"Bachelet","classname":"bachelet","population":{"p6":"76","p9":"47"},"coordinates":["-69.865466","-19.011193"],"name":"CAMARONES"},{"id":"1495","winner":"Bachelet","classname":"bachelet","population":{"p6":"72","p9":"34"},"coordinates":["-72.7166667","-43.4166667"],"name":"CORCOVADO"},{"id":"1033","winner":"Bachelet","classname":"bachelet","population":{"p6":"62","p9":"13"},"coordinates":["-69.496503","-26.3505"],"name":"POTRERILLOS"},{"id":"1482","winner":"Bachelet","classname":"bachelet","population":{"p6":"50","p9":"25"},"coordinates":["-72.7167","-42.9167"],"name":"VILLA SANTA LUCIA"},{"id":"1614","winner":"Bachelet","classname":"bachelet","population":{"p6":"50","p9":"24"},"coordinates":["-69.534195","-21.656854"],"name":"QUILLAGUA"},{"id":"1512","winner":"Matthei","classname":"matthei","population":{"p6":"41","p9":"42"},"coordinates":["-69.168","-54.295"],"name":"TIMAUKEL"},{"id":"1018","winner":"Bachelet","classname":"bachelet","population":{"p6":"39","p9":"8"},"coordinates":["-69.666153","-22.597191"],"name":"PEDRO DE VALDIVIA"},{"id":"1454","winner":"Bachelet","classname":"bachelet","population":{"p6":"36","p9":"29"},"coordinates":["-72.022078","-41.088187"],"name":"PEULLA"},{"id":"1553","winner":"Bachelet","classname":"bachelet","population":{"p6":"32","p9":"8"},"coordinates":["-74.453","-49.139"],"name":"PUERTO EDEN"},{"id":"1010","winner":"Bachelet","classname":"bachelet","population":{"p6":"20","p9":"9"},"coordinates":["-69.208208","-19.531801"],"name":"CHIAPA"},{"id":"1514","winner":"Matthei","classname":"matthei","population":{"p6":"6","p9":"15"},"coordinates":["-58.963889","-62.200556"],"name":"ANTARTICA"}]}
diff --git a/geocode.php b/geocode.php
 <?php
 //$addresses = array($_GET['address']);
 $language = (isset($_GET['language']) ? $_GET['language'] : 'es') ;
 $region = (isset($_GET['region']) ? $_GET['region'] : 'cl') ;

 $fin = fopen("address.csv","r");
 $fout = fopen("geocoded.csv","w+");


 while (($row = fgetcsv($fin, 1000, "\t")) !== FALSE) {

   $address = $row[0];
   //print_r($row);die();

 	ob_implicit_flush(true);
 	ob_end_flush();


 	  $url = "http://maps.googleapis.com/maps/api/geocode/json?address=". urlencode($address ) . "&sensor=false&region={$region}&language={$language}";
 	  $obj = json_decode(grabber($url));
 	  //$okres_obj =  g_find_type($html,'administrative_area_level_2');
 	  $kraj_obj =  g_find_type($obj,'administrative_area_level_1');
 	  //$country_obj = g_find_type($html,'country');
 	  //echo $address . ";" . $country_obj->long_name . ";" . $kraj_obj->long_name . ";" . $okres_obj->long_name . "<br/>\n";
 	  
 	  $out = $row;
 	  $out['lat'] = $obj->results[0]->geometry->location->lat;
 	  $out['lng'] = $obj->results[0]->geometry->location->lng;
 	  $out['check'] = $kraj_obj->long_name;
 	  
 	  fputcsv($fout,$out);
 	  echo $row[0]."<br/>\t";
 	  ob_flush();flush();
 	  sleep(1);
 //die();

 }

 /**
 * extracts given area type from google geocoing response object
 * @object the google response object (json_decode from json)
 * @param type type of the area
 * 
 * @return object containg of the (1st) type in the object
 *
 * example: g_find_type('locality')
 */
 function g_find_type($object, $type) {
  $array = $object->results[0]->address_components;
  foreach ((array) $array as $component) {
    foreach ((array) $component->types as $t) {
      if ($t == $type) {
        return $component;
      }
    }
  }
 }

 /**
 * curl downloader, with possible options
 * @return html
 * example:
 * grabber('http://example.com',array(CURLOPT_TIMEOUT,180));
 */
 function grabber($url,$options = array())
 {
    $ch = curl_init ();
    curl_setopt ($ch, CURLOPT_RETURNTRANSFER, 1);
    curl_setopt ($ch, CURLOPT_URL, $url);
    curl_setopt ($ch, CURLOPT_TIMEOUT, 120);
    if (count($options) > 0) {
      foreach($options as $option) {
        curl_setopt ($ch, $option[0], $option[1]);
      }
    }
    curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, false);
    curl_setopt($ch, CURLOPT_FOLLOWLOCATION, 1);
    curl_setopt($ch, CURLOPT_HEADER, 0); //this option is important here!!
    $out = curl_exec($ch);
    curl_close ($ch);
    return $out;
 }
diff --git a/index.html b/index.html
 <!DOCTYPE html>
 <html>
  <head>
    <title>Presidential elections 2013, 2nd round</title>
    <meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
    <meta name="viewport" content="initial-scale=1.0, user-scalable=no"/>
 	<script src="http://code.jquery.com/jquery-1.8.2.min.js"></script>
 	
 	
 	<script>
 	  // see http://leafletjs.com/reference.html
 	  L_PREFER_CANVAS = true;
 	</script>

 	<link rel="stylesheet" href="//netdna.bootstrapcdn.com/bootstrap/3.0.2/css/bootstrap.min.css">
    <link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.css" />
 	 <!--[if lte IE 8]>
 		 <link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.ie.css" />
 	 <![endif]-->
    <script src="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.js"></script>
    <!--<script type="text/javascript" src="http://mbostock.github.com/d3/d3.js?1.29.1"></script>-->
    <style type="text/css">

 		html, body, #map {
 		  width: 100%;
 		  height: 100%;
 		  margin: 0;
 		  padding: 0;
 		}

    </style>
  </head>
  <body>
  
    <div class="navbar navbar-inverse navbar-fixed-top" role="navigation">
      <div class="container">
        <div class="navbar-header">
          <a class="navbar-brand" href="#">Presidential elections 2013, 2nd round</a>
        </div>
      </div>
    </div>
    
    <div style="position:fixed;top:50px;z-index:1000;">
      <div class="alert alert-info" >The <strong>size</strong> of bubbles represents number of voters, the <strong>color</strong> represents the winner and the <strong>oppacity</strong> the margin of victory. <span style="color:#b00;font-weight:800">Bachelet</span> vs. <span style="color:#00b;font-weight:800">Matthei</span></div>
    </div>
    <div id="map" style="margin-top:40px;"></div>
    <script type="text/javascript">


 		// Create the map
 		var map = L.map('map',{zoomControl: false}).setView([-33.5,-70.5], 5);
 		map.addControl( L.control.zoom({position: 'topright'}) );
 		
 		// add an OpenStreetMap tile layer
 		// also see http://wiki.openstreetmap.org/wiki/Tiles
 		//L.tileLayer('http://{s}.tile.osm.org/{z}/{x}/{y}.png', {
 		L.tileLayer('http://{s}.www.toolserver.org/tiles/bw-mapnik/{z}/{x}/{y}.png', {
 			attribution: '&copy; <a href="http://osm.org/copyright">OpenStreetMap</a> contributors'
 		}).addTo(map);
 		
 		//add circles
 		//$.getJSON( "cz_president_2013_both_2_ring.json", function (data) {
 		$.getJSON( "cl_2013_2_ring_bachelet_matthei.json", function (data) {
 		    $.each(data.features, function (index, value) {
 				circle = L.circle([value.coordinates[1], value.coordinates[0]], Math.sqrt((parseInt(value.population.p6)+parseInt(value.population.p9))*2750), {
 					color: class2color(value.classname),
 					fillColor: class2color(value.classname),
 					fillOpacity: 2*(Math.max(parseInt(value.population.p6),parseInt(value.population.p9)) / (parseInt(value.population.p6)+parseInt(value.population.p9)) - 0.45),
 					weight: 0.1,
 					className: value.classname,	//this does not seem to work, so hacked by class2color
 				}).addTo(map);
 				
 				perc1 = Math.round(Math.max(parseInt(value.population.p6),parseInt(value.population.p9)) / (parseInt(value.population.p6)+parseInt(value.population.p9)) * 100);
 				perc2 = 100 - perc1;
 				
 				circle.bindPopup(value.name + "<br>" + value.winner + " won " + perc1 + " % vs. " + perc2 + " % <br>(" +Math.max(value.population.p6,value.population.p9) + " : " + Math.min(value.population.p6,value.population.p9) + " votes)");
 		  });
 		});
 		
 		function class2color(className) {
 		  if (className == 'bachelet') return "#f00";
 		  if (className == 'matthei') return "#00f";
 		  else return "#000";
 		}
 	</script>
  </body>
 </html>

diff --git a/scraper.py b/scraper.py
 # -*- coding: utf-8 -*-
 # step 1

 # csv
 import csv
 import requests
 from lxml import html



 #recursion 
 def recursion(item,info):
  outfile = open('workfile.csv', 'ab')
  outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)
  print item
  payload = {'codigo': item[1], 'nivel': item[2], 'division': 'GEOGRAFICA', 'codigoPadre': '', 'codigoCircunscripcion': '', 'codigoColegio': '' }
  url = 'http://www.eleccionservel.cl/ELECCIONES2013/segundaVuelta'
  page = requests.post(url, data=payload)
  domtree = html.fromstring(page.text)
  
  # if it is M, get values, otherwise recursion
  if (item[2] == 'E'):  #there are problems with Colegios and Mesas, needs to specify other params in payload
    values = []
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[2]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[2]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[3]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[3]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[5]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[5]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[6]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[6]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[7]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[7]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[8]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
    values.append( domtree.xpath('//table[@class="table_contenido"][2]/tr[8]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
    out = list(info)+values
    #raise Exception('diePy')
    outwriter.writerow(out)
    outfile.close();
    
  else:
    names = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/text()');
    hrefs = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/@href');
    #print page.text
    #print page.encoding
    f = open('workfile.html', 'wb')
    f.write (page.text.encode('utf-8','ignore'))
    if (len(names) == 0):
      print names
      print hrefs
      print page.text
    #print hrefs
    # del vision pais
    del names[0]
    del hrefs[0]
    # 
    names = [x.encode('utf-8').strip() for x in names]
    nameshrefs = zip(names,hrefs)
    nameshrefs = [x for x in nameshrefs if not (x[1] == '#')]
    #print nameshrefs
    #raise Exception('diePy0')    
    helplist = zip(*nameshrefs)
    names = helplist[0]
    hrefs = helplist[1]
    hrefs_li = [x.split("'") for x in hrefs]
    codigos = [x[1] for x in hrefs_li]
    nivels = [x[3] for x in hrefs_li]
    rows = zip(names,codigos,nivels)
    #print rows
    #raise Exception('diePy0') 
    #print 'in:'
    #print rows 
    for row in rows:
      recursion(row,info+row)
      #print 'out:'
      #print rows
    #return rows

 levels = {
  1: 'R',    #region
  2: 'O',    #provincia
  3: 'C',    #comuna
  4: 'E',    #circ. electoral
  5: 'COL',    #colegio
  6: 'M'    #mesa
 }

 f = open('workfile.html', 'w')
 outfile = open('workfile.csv', 'wb')
 outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

 # main file
 url = 'http://www.eleccionservel.cl/ELECCIONES2013/vistaNavegacionSegundaVuelta'
 mainpage = requests.get(url)
 domtree = html.fromstring(mainpage.text)

 names = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/text()');
 hrefs = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/@href');

 del names[0]
 del hrefs[0]
 names = [x.encode('utf-8').strip() for x in names]

 hrefs_li = [x.split("'") for x in hrefs]

 codigos = [x[1] for x in hrefs_li]
 nivels = [x[3] for x in hrefs_li]

 main = zip(names,codigos,nivels)
 tree = {}

 for item in main:
  tree.update({item[1]:item})

 #print(tree)

 #raise Exception('diePy1')

 #recursion
 for key in tree:
  recursion(tree[key],tree[key])
    
  

 #for item in main:
 #  outwriter.writerow(item)  

 #outwriter.writerow(div)
 outfile.close()

 #payload = {'codigo': '1205', 'nivel': 'COL', 'division': 'GEOGRAFICA', 'codigoPadre': '1514', 'codigoCircunscripcion': '1514', 'codigoColegio': '' }
 #r = requests.post("http://www.eleccionservel.cl/ELECCIONES2013/segundaVuelta", data=payload)
 #print r.encoding
 #f.write (r.text.encode('utf-8','ignore'))
 #f.close()
diff --git a/thumbnail.png b/thumbnail.png
	<?php
	//$addresses = array($_GET['address']);
	$language = (isset($_GET['language']) ? $_GET['language'] : 'es') ;
	$region = (isset($_GET['region']) ? $_GET['region'] : 'cl') ;

	$fin = fopen("address.csv","r");
	$fout = fopen("geocoded.csv","w+");


	while (($row = fgetcsv($fin, 1000, "\t")) !== FALSE) {

	$address = $row[0];
	//print_r($row);die();

	ob_implicit_flush(true);
	ob_end_flush();


	$url = "http://maps.googleapis.com/maps/api/geocode/json?address=". urlencode($address ) . "&sensor=false&region={$region}&language={$language}";
	$obj = json_decode(grabber($url));
	//$okres_obj = g_find_type($html,'administrative_area_level_2');
	$kraj_obj = g_find_type($obj,'administrative_area_level_1');
	//$country_obj = g_find_type($html,'country');
	//echo $address . ";" . $country_obj->long_name . ";" . $kraj_obj->long_name . ";" . $okres_obj->long_name . "<br/>\n";

	$out = $row;
	$out['lat'] = $obj->results[0]->geometry->location->lat;
	$out['lng'] = $obj->results[0]->geometry->location->lng;
	$out['check'] = $kraj_obj->long_name;

	fputcsv($fout,$out);
	echo $row[0]."<br/>\t";
	ob_flush();flush();
	sleep(1);
	//die();

	}

	/**
	* extracts given area type from google geocoing response object
	* @object the google response object (json_decode from json)
	* @param type type of the area
	*
	* @return object containg of the (1st) type in the object
	*
	* example: g_find_type('locality')
	*/
	function g_find_type($object, $type) {
	$array = $object->results[0]->address_components;
	foreach ((array) $array as $component) {
	foreach ((array) $component->types as $t) {
	if ($t == $type) {
	return $component;
	}
	}
	}
	}

	/**
	* curl downloader, with possible options
	* @return html
	* example:
	* grabber('http://example.com',array(CURLOPT_TIMEOUT,180));
	*/
	function grabber($url,$options = array())
	{
	$ch = curl_init ();
	curl_setopt ($ch, CURLOPT_RETURNTRANSFER, 1);
	curl_setopt ($ch, CURLOPT_URL, $url);
	curl_setopt ($ch, CURLOPT_TIMEOUT, 120);
	if (count($options) > 0) {
	foreach($options as $option) {
	curl_setopt ($ch, $option[0], $option[1]);
	}
	}
	curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, false);
	curl_setopt($ch, CURLOPT_FOLLOWLOCATION, 1);
	curl_setopt($ch, CURLOPT_HEADER, 0); //this option is important here!!
	$out = curl_exec($ch);
	curl_close ($ch);
	return $out;
	}
	<!DOCTYPE html>
	<html>
	<head>
	<title>Presidential elections 2013, 2nd round</title>
	<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
	<meta name="viewport" content="initial-scale=1.0, user-scalable=no"/>
	<script src="http://code.jquery.com/jquery-1.8.2.min.js"></script>


	<script>
	// see http://leafletjs.com/reference.html
	L_PREFER_CANVAS = true;
	</script>

	<link rel="stylesheet" href="//netdna.bootstrapcdn.com/bootstrap/3.0.2/css/bootstrap.min.css">
	<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.css" />
	<!--[if lte IE 8]>
	<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.ie.css" />
	<![endif]-->
	<script src="http://cdn.leafletjs.com/leaflet-0.6.4/leaflet.js"></script>
	<!--<script type="text/javascript" src="http://mbostock.github.com/d3/d3.js?1.29.1"></script>-->
	<style type="text/css">

	html, body, #map {
	width: 100%;
	height: 100%;
	margin: 0;
	padding: 0;
	}

	</style>
	</head>
	<body>

	<div class="navbar navbar-inverse navbar-fixed-top" role="navigation">
	<div class="container">
	<div class="navbar-header">
	<a class="navbar-brand" href="#">Presidential elections 2013, 2nd round</a>
	</div>
	</div>
	</div>

	<div style="position:fixed;top:50px;z-index:1000;">
	<div class="alert alert-info" >The <strong>size</strong> of bubbles represents number of voters, the <strong>color</strong> represents the winner and the <strong>oppacity</strong> the margin of victory. <span style="color:#b00;font-weight:800">Bachelet</span> vs. <span style="color:#00b;font-weight:800">Matthei</span></div>
	</div>
	<div id="map" style="margin-top:40px;"></div>
	<script type="text/javascript">


	// Create the map
	var map = L.map('map',{zoomControl: false}).setView([-33.5,-70.5], 5);
	map.addControl( L.control.zoom({position: 'topright'}) );

	// add an OpenStreetMap tile layer
	// also see http://wiki.openstreetmap.org/wiki/Tiles
	//L.tileLayer('http://{s}.tile.osm.org/{z}/{x}/{y}.png', {
	L.tileLayer('http://{s}.www.toolserver.org/tiles/bw-mapnik/{z}/{x}/{y}.png', {
	attribution: '© <a href="http://osm.org/copyright">OpenStreetMap</a> contributors'
	}).addTo(map);

	//add circles
	//$.getJSON( "cz_president_2013_both_2_ring.json", function (data) {
	$.getJSON( "cl_2013_2_ring_bachelet_matthei.json", function (data) {
	$.each(data.features, function (index, value) {
	circle = L.circle([value.coordinates[1], value.coordinates[0]], Math.sqrt((parseInt(value.population.p6)+parseInt(value.population.p9))*2750), {
	color: class2color(value.classname),
	fillColor: class2color(value.classname),
	fillOpacity: 2*(Math.max(parseInt(value.population.p6),parseInt(value.population.p9)) / (parseInt(value.population.p6)+parseInt(value.population.p9)) - 0.45),
	weight: 0.1,
	className: value.classname, //this does not seem to work, so hacked by class2color
	}).addTo(map);

	perc1 = Math.round(Math.max(parseInt(value.population.p6),parseInt(value.population.p9)) / (parseInt(value.population.p6)+parseInt(value.population.p9)) * 100);
	perc2 = 100 - perc1;

	circle.bindPopup(value.name + "<br>" + value.winner + " won " + perc1 + " % vs. " + perc2 + " % <br>(" +Math.max(value.population.p6,value.population.p9) + " : " + Math.min(value.population.p6,value.population.p9) + " votes)");
	});
	});

	function class2color(className) {
	if (className == 'bachelet') return "#f00";
	if (className == 'matthei') return "#00f";
	else return "#000";
	}
	</script>
	</body>
	</html>
	# -- coding: utf-8 --
	# step 1

	# csv
	import csv
	import requests
	from lxml import html



	#recursion
	def recursion(item,info):
	outfile = open('workfile.csv', 'ab')
	outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)
	print item
	payload = {'codigo': item[1], 'nivel': item[2], 'division': 'GEOGRAFICA', 'codigoPadre': '', 'codigoCircunscripcion': '', 'codigoColegio': '' }
	url = 'http://www.eleccionservel.cl/ELECCIONES2013/segundaVuelta'
	page = requests.post(url, data=payload)
	domtree = html.fromstring(page.text)

	# if it is M, get values, otherwise recursion
	if (item[2] == 'E'): #there are problems with Colegios and Mesas, needs to specify other params in payload
	values = []
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[2]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[2]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[3]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[3]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[5]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[5]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[6]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[6]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[7]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[7]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	values.append(domtree.xpath('//table[@class="table_contenido"][2]/tr[8]/td[1]/text()')[0].encode('utf-8','ignore').replace("\xc2\xa0","").strip())
	values.append( domtree.xpath('//table[@class="table_contenido"][2]/tr[8]/td[3]/text()')[0].encode('utf-8','ignore').replace(".","").replace("\xc2\xa0","").strip())
	out = list(info)+values
	#raise Exception('diePy')
	outwriter.writerow(out)
	outfile.close();

	else:
	names = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/text()');
	hrefs = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/@href');
	#print page.text
	#print page.encoding
	f = open('workfile.html', 'wb')
	f.write (page.text.encode('utf-8','ignore'))
	if (len(names) == 0):
	print names
	print hrefs
	print page.text
	#print hrefs
	# del vision pais
	del names[0]
	del hrefs[0]
	#
	names = [x.encode('utf-8').strip() for x in names]
	nameshrefs = zip(names,hrefs)
	nameshrefs = [x for x in nameshrefs if not (x[1] == '#')]
	#print nameshrefs
	#raise Exception('diePy0')
	helplist = zip(*nameshrefs)
	names = helplist[0]
	hrefs = helplist[1]
	hrefs_li = [x.split("'") for x in hrefs]
	codigos = [x[1] for x in hrefs_li]
	nivels = [x[3] for x in hrefs_li]
	rows = zip(names,codigos,nivels)
	#print rows
	#raise Exception('diePy0')
	#print 'in:'
	#print rows
	for row in rows:
	recursion(row,info+row)
	#print 'out:'
	#print rows
	#return rows

	levels = {
	1: 'R', #region
	2: 'O', #provincia
	3: 'C', #comuna
	4: 'E', #circ. electoral
	5: 'COL', #colegio
	6: 'M' #mesa
	}

	f = open('workfile.html', 'w')
	outfile = open('workfile.csv', 'wb')
	outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

	# main file
	url = 'http://www.eleccionservel.cl/ELECCIONES2013/vistaNavegacionSegundaVuelta'
	mainpage = requests.get(url)
	domtree = html.fromstring(mainpage.text)

	names = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/text()');
	hrefs = domtree.xpath('//div[@id="tabs-1"]/ul/li/a/@href');

	del names[0]
	del hrefs[0]
	names = [x.encode('utf-8').strip() for x in names]

	hrefs_li = [x.split("'") for x in hrefs]

	codigos = [x[1] for x in hrefs_li]
	nivels = [x[3] for x in hrefs_li]

	main = zip(names,codigos,nivels)
	tree = {}

	for item in main:
	tree.update({item[1]:item})

	#print(tree)

	#raise Exception('diePy1')

	#recursion
	for key in tree:
	recursion(tree[key],tree[key])



	#for item in main:
	# outwriter.writerow(item)

	#outwriter.writerow(div)
	outfile.close()

	#payload = {'codigo': '1205', 'nivel': 'COL', 'division': 'GEOGRAFICA', 'codigoPadre': '1514', 'codigoCircunscripcion': '1514', 'codigoColegio': '' }
	#r = requests.post("http://www.eleccionservel.cl/ELECCIONES2013/segundaVuelta", data=payload)
	#print r.encoding
	#f.write (r.text.encode('utf-8','ignore'))
	#f.close()