michalskop · August 29, 2015 13:56
diff --git a/csv2json.py b/csv2json.py
 # -*- coding: utf-8 -*-

 import json
 import csv
 import string

 data = []
 i = 0
 with open("geocoded_adj.csv","r") as fin:
  finreader = csv.reader(fin,delimiter="\t")
  for row in finreader:
    if i>0:
      if (int(row[2]) >= int(row[6])):
        winner = "Salvador Sánchez Cerén (FMLN)"
      else:
        winner = "Norman Noel Quijano González (ARENA)"
      item = {
        'id': string.join([row[9],row[10]],sep="-"),
        'coordinates': [row[7],row[8]],
        'person': {'p6': {"population": row[2], "name": "Salvador Sánchez Cerén (FMLN)"}, 'p9': {"population": row[6], "name": "Norman Noel Quijano González (ARENA)"}},
        'name': string.join([row[9],row[10]],sep="-"),
        'winner': winner#,
        #'classname': winner.lower()
      }
      data.append(item)
      #print data
      #raise Exception()
    i = i + 1
 with open('sv_2014_1_ring.json', 'w') as outfile:
  json.dump(data, outfile)  
 print i
diff --git a/data2summary.py b/data2summary.py
 # -*- coding: utf-8 -*-

 import csv

 outfile = open('data_towns.csv', 'wb')
 outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

 i = 0
 data = {}
 with open('data.csv','r') as f:
  csvreader = csv.reader(f,delimiter="\t")
  for row in csvreader:
    #print row
    if i > 0:
      try:
        data[row[1]]
      except:
        print row[1]
        data[row[1]] = {}
        data[row[1]][row[2]] = [row[1],row[2],int(row[5]),int(row[6]),int(row[7]),int(row[8]),int(row[9])]
      else:
        try: 
          data[row[1]][row[2]]
        except:
          data[row[1]][row[2]] = [row[1],row[2],int(row[5]),int(row[6]),int(row[7]),int(row[8]),int(row[9])]
        else:
          d = data[row[1]][row[2]]
          #print d
          data[row[1]][row[2]] = [d[2]+int(row[5]),d[3]+int(row[6]),d[4]+int(row[7]),d[5]+int(row[8]),d[6]+int(row[9])]
          data[row[1]][row[2]] = [row[1],row[2]] + data[row[1]][row[2]]

      #print data[row[1]][row[2]]    
 #      if i>5:   
 #        raise Exception('vv')
 #      print i
    i = i + 1

 for key1 in data:
  for key2 in data[key1]:
    print (data[key1][key2])
    outwriter.writerow(data[key1][key2])
  
    
diff --git a/data_towns.csv b/data_towns.csv
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'] : 'sv') ;

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


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

   $address = $row[1] . ', ' . $row[0];
   //print_r($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');
 	  $town_obj =  g_find_type($obj,'locality');
 	  //$country_obj = g_find_type($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['town'] = $town_obj->long_name;
 	  $out['kraj'] = $kraj_obj->long_name;
 	  
 	  fputcsv($fout,$out);
 	  echo $row[0].$row[1]."<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/geocoded.csv b/geocoded.csv
 province	town	Salvador Sánchez Cerén (FMLN)	Elias Antonio Saca Gonzalez (Unidad)	José Oscar Morales Lemus (FPS)	René Alcidez Rodriguez Hurtado (PSP)	Norman Noel Quijano González (ARENA)	lat	lng	town	province
 SAN MIGUEL	SAN MIGUEL	52942	10922	189	405	24013	13.47321	-88.176987	San Miguel	San Miguel
 SAN MIGUEL	SAN RAFAEL ORIENTE	3510	665	7	32	1664	13.376918	-88.352604	San Rafael Oriente	San Miguel
 SAN MIGUEL	SAN JORGE	2309	175	5	8	2207	13.41337	-88.339539	San Jorge	San Miguel
 SAN MIGUEL	SAN ANTONIO DEL MOSCO	1397	36	2	5	1330	19.3631803	-99.0975107	Ciudad de México	Distrito Federal
 SAN MIGUEL	LOLOTIQUE	3887	809	13	15	1169	13.5570718	-88.3494328	Lolotique	San Miguel
 SAN MIGUEL	CHIRILAGUA	4413	379	10	30	2841	13.220278	-88.138611	Chirilagua	San Miguel
 SAN MIGUEL	NUEVA GUADALUPE	2351	360	7	12	703	13.5333333	-88.35	Nueva Guadalupe	San Miguel
 SAN MIGUEL	SAN LUIS DE LA REINA	1192	67	1	5	1022	13.812131	-88.346671	San Luis de la Reina	San Miguel
 SAN MIGUEL	EL TRANSITO	4219	359	8	21	3373	13.35	-88.35	El Transito	San Miguel
 SAN MIGUEL	CIUDAD BARRIOS	5577	694	13	49	3214	13.762926	-88.270163	Ciudad Barrios	San Miguel
 SAN MIGUEL	SAN GERARDO	1506	41	1	5	1369	13.808486	-88.409066	San Gerardo	San Miguel
 SAN MIGUEL	CHINAMECA	5227	616	17	35	4133	13.5122699	-88.3506468	Chinameca	San Miguel
 SAN MIGUEL	MONCAGUA	6254	709	7	24	2284	13.529204	-88.255435	Moncagua	San Miguel
 SAN MIGUEL	COMACARAN	1137	72	1	5	540	13.529289	-88.066954	Comacarán	San Miguel
 SAN MIGUEL	ULUAZAPA	888	97	0	3	542	13.50245	-88.069847	Uluazapa	San Miguel
 SAN MIGUEL	CHAPELTIQUE	2808	174	7	26	1056	13.63601	-88.26358	Chapeltique	San Miguel
 SAN MIGUEL	SESORI	2261	227	10	23	1159	13.71702	-88.36026	Sesori	San Miguel
 SAN MIGUEL	NUEVO EDEN DE SAN JUAN	852	75	2	4	725	13.8242243	-88.485189	Nuevo Edén de San Juan	San Miguel
 SAN MIGUEL	QUELEPA	1732	126	0	7	956	13.5215874	-88.2327303	Quelepa	San Miguel
 SAN MIGUEL	CAROLINA	1867	79	2	10	1636	13.8462374	-88.3057061	Carolina	San Miguel
 LA LIBERTAD	ZARAGOZA	4665	1570	38	33	4131	13.589754	-89.288771	Zaragoza	La Libertad
 LA LIBERTAD	CIUDAD ARCE	12399	3380	86	101	8837	13.8536285	-89.4535357	Ciudad Arce	La Libertad
 LA LIBERTAD	LA LIBERTAD	9487	2174	42	99	6205	13.4856	-89.325737	La Libertad	La Libertad
 LA LIBERTAD	HUIZUCAR	2324	472	15	14	2398	13.5902564	-89.2360234	Huizúcar	La Libertad
 LA LIBERTAD	QUEZALTEPEQUE	13598	3062	86	102	8192	13.8333333	-89.2666667	Quezaltepeque	La Libertad
 LA LIBERTAD	TALNIQUE	1299	436	5	20	1224	13.6666865	-89.4085891	Talnique	La Libertad
 LA LIBERTAD	COMASAGUA	2643	375	7	31	2168	13.6369401	-89.3760304	Comasagua	La Libertad
 LA LIBERTAD	SACACOYO	2997	620	12	37	3080	13.7326971	-89.470673	Sacacoyo	Sonsonate
 LA LIBERTAD	SANTA TECLA	30094	8136	308	300	33687	13.6833333	-89.2833333	Nueva San Salvador	La Libertad
 LA LIBERTAD	SAN JUAN OPICO	14891	3865	95	156	10548	13.874636	-89.359353	San Juan Opico	La Libertad
 LA LIBERTAD	COLON	19888	6191	171	194	18106	13.707793	-89.3487791	Colón	La Libertad
 LA LIBERTAD	ANTIGUO CUSCATLAN	6647	1990	56	78	13431	13.6640938	-89.2514718		La Libertad
 LA LIBERTAD	TAMANIQUE	2255	510	12	67	2652	13.5965323	-89.4186473	Tamanique	La Libertad
 LA LIBERTAD	TEPECOYO	2480	622	17	37	1737	13.7002778	-89.4677778	Tepecoyo	La Libertad
 LA LIBERTAD	SAN PABLO TACACHICO	4298	459	9	25	4025	13.97263	-89.339401	San Pablo Tacachico	La Libertad
 LA LIBERTAD	SAN JOSE VILLANUEVA	3041	869	19	32	2634	13.57342	-89.2658469	San José Villanueva	La Libertad
 LA LIBERTAD	JICALAPA	883	353	10	15	1521	13.569964	-89.5078768	Jicalapa	La Libertad
 LA LIBERTAD	NUEVO CUSCATLAN	2382	435	10	29	2800	13.65	-89.2666667	Nuevo Cuscatlan	La Libertad
 LA LIBERTAD	CHILTIUPAN	2003	257	11	8	2622	13.589497	-89.467687	Chiltiupán	La Libertad
 LA LIBERTAD	JAYAQUE	2852	502	15	29	2361	13.6732694	-89.4387562	Jayaque	La Libertad
 LA LIBERTAD	SAN MATIAS	1692	259	6	10	1196	13.884904	-89.315368	San Matías	La Libertad
 LA LIBERTAD	TEOTEPEQUE	1470	533	12	23	2378	13.5852778	-89.5183333	Teotepeque	La Libertad
 RES. EN EL EXTERIOR	VOTO POSTAL	148	12	1	2	60				
 CHALATENANGO	SAN LUIS DEL CARMEN	222	81	0	4	276	13.958431	-88.970614	San Luis del Carmen	Chalatenango
 CHALATENANGO	CHALATENANGO	7011	1648	22	65	6698	14.0333333	-88.9333333	Chalatenango	Chalatenango
 CHALATENANGO	SAN JOSE CANCASQUE	534	55	2	3	342	13.9740684	-88.8515028	San José Cancasque	Chalatenango
 CHALATENANGO	TEJUTLA	2768	736	15	26	2532	14.1696312	-89.1026858	Tejutla	Chalatenango
 CHALATENANGO	LA REINA	1581	374	18	20	1725	14.1959529	-89.1503566	La Reina	Chalatenango
 CHALATENANGO	ARCATAO	1043	99	0	4	387	14.0938889	-88.7494444	Arcatao	Lempira
 CHALATENANGO	SAN FRANCISCO LEMPA	255	36	0	0	222	13.9725525	-89.0017985	San Francisco Lempa	Chalatenango
 CHALATENANGO	AGUA CALIENTE	1343	525	7	31	1422	14.18652	-89.2223659	AGUA CALIENTE	Chalatenango
 CHALATENANGO	LA PALMA	2742	278	3	14	2772	14.31821	-89.168297	La Palma	Chalatenango
 CHALATENANGO	SANTA RITA	913	187	3	6	1050	14.1285819	-89.0047868	Santa Rita	Chalatenango
 CHALATENANGO	LAS FLORES	921	10	0	1	21	14.0501734	-88.8377035	San José Las Flores	Chalatenango
 CHALATENANGO	CONCEPCION QUEZALTEPEQUE	1553	226	8	8	1535	14.089184	-88.9581432	Concepción Quezaltepeque	Chalatenango
 CHALATENANGO	EL CARRIZAL	748	91	2	5	507	14.1768739	-88.9204311	El Carrizal	Chalatenango
 CHALATENANGO	NOMBRE DE JESUS	1426	96	2	6	676	14.0082761	-88.7289492	Nombre de Jesús	Chalatenango
 CHALATENANGO	OJOS DE AGUA	631	247	4	6	772	14.1803778	-88.8922742	Ojos de Agua	Chalatenango
 CHALATENANGO	SAN MIGUEL DE MERCEDES	452	578	4	7	312	14.0092855	-88.9401893	San Miguel de Mercedes	Chalatenango
 CHALATENANGO	SAN FRANCISCO MORAZAN	951	144	3	2	614	14.1833333	-89.05	San Francisco Morazán	Chalatenango
 CHALATENANGO	POTONICO	547	50	1	0	425	13.9655539	-88.8922742	Potonico	Chalatenango
 CHALATENANGO	EL PARAISO	1880	865	7	31	1976	14.1070716	-89.0728633	El Paraíso	Chalatenango
 CHALATENANGO	LA LAGUNA	813	166	4	4	1147	14.1631729	-88.9425836	La Laguna	Chalatenango
 CHALATENANGO	SAN RAFAEL	847	433	7	19	844	14.1359255	-89.0251022	San Rafael	Chalatenango
 CHALATENANGO	NUEVA CONCEPCION	6113	1147	23	45	6317	14.12458	-89.293171	Nueva Concepción	Chalatenango
 CHALATENANGO	SAN ISIDRO LABRADOR	297	14	1	1	31	14.0095669	-88.8425038	San Isidro Labrador	Chalatenango
 CHALATENANGO	AZACUALPA	296	36	0	1	323	13.9891678	-88.9856574	Azacualpa	Chalatenango
 CHALATENANGO	SAN FERNANDO	505	81	0	7	564	14.3081093	-89.02331	San Fernando	Ocotepeque
 CHALATENANGO	COMALAPA	872	131	3	6	975	14.1378221	-88.9575449	Comalapa	Chalatenango
 CHALATENANGO	SAN ANTONIO LOS RANCHOS	554	44	1	1	18	14.0061818	-88.8946713	San Antonio Los Ranchos	Chalatenango
 CHALATENANGO	SAN ANTONIO DE LA CRUZ	492	63	1	3	384	14.0151198	-88.7908717	San Antonio de La Cruz	Chalatenango
 CHALATENANGO	LAS VUELTAS	837	25	0	0	95	14.0939595	-88.8892777	Las Vueltas	Chalatenango
 CHALATENANGO	CITALA	916	86	1	4	1287	14.3764417	-89.2146237	Citala	Ocotepeque
 CHALATENANGO	DULCE NOMBRE DE MARIA	946	409	8	13	1120	14.151691	-89.010685	Dulce Nombre de María	Chalatenango
 CHALATENANGO	NUEVA TRINIDAD	849	44	1	1	146	14.0731548	-88.7884686	Nueva Trinidad	Chalatenango
 CHALATENANGO	SAN IGNACIO	1975	125	5	8	2039	14.3384961	-89.1765517	San Ignacio	Chalatenango
 USULUTAN	SANTA ELENA	3351	1267	16	25	2175	13.3797782	-88.4137279	Santa Elena	Usulután
 USULUTAN	NUEVA GRANADA	1599	188	5	16	1305	13.6	-88.45	Nueva Granada	Usulután
 USULUTAN	ALEGRIA	3076	369	11	17	1357	13.5073403	-88.4863991	Alegría	Usulután
 USULUTAN	JUCUAPA	3956	477	15	20	3051	13.5166667	-88.3833333	Jucuapa	Usulután
 USULUTAN	BERLIN	4326	739	16	41	2571	13.494353	-88.530402	Berlín	Usulután
 USULUTAN	EREGUAYQUIN	1218	249	8	13	1087	13.35	-88.3833333	Ereguayquin	Usulután
 USULUTAN	PUERTO EL TRIUNFO	3448	550	11	14	1984	13.2833333	-88.55	Puerto El Triunfo	Usulután
 USULUTAN	JUCUARAN	2981	301	12	32	1453	13.25115	-88.244904	Jucuarán	Usulután
 USULUTAN	SAN FRANCISCO JAVIER	1622	171	4	12	931	13.417486	-88.573121	San Francisco Javier	Usulután
 USULUTAN	SAN BUENAVENTURA	1324	118	4	2	846	13.5399448	-88.383412	San Buenaventura	Usulután
 USULUTAN	MERCEDES UMAÑA	3176	245	6	19	2130	13.5666667	-88.5	Mercedes Umaña	Usulután
 USULUTAN	SAN AGUSTIN	1520	178	2	5	986	13.42976	-88.593727	San Agustín	Usulután
 USULUTAN	SAN DIONISIO	957	277	3	12	688	13.2833333	-88.4666667	San Dionisio	Usulután
 USULUTAN	USULUTAN	12866	4634	87	160	9678	13.34604	-88.4315869	Usulután	Usulután
 USULUTAN	SANTIAGO DE MARIA	4430	808	21	37	2551	13.4833333	-88.4666667	Santiago de María	Usulután
 USULUTAN	EL TRIUNFO	1744	180	2	6	975	13.5588889	-88.43	El Triunfo	Usulután
 USULUTAN	CONCEPCION BATRES	2262	367	6	10	1876	13.338103	-88.374619	Concepción Batres	Usulután
 USULUTAN	ESTANZUELAS	2223	306	4	15	1543	13.6404005	-88.4912395	Estanzuelas	Usulután
 USULUTAN	OZATLAN	3042	377	7	20	1640	13.3846598	-88.5045477	Ozatlán	Usulután
 USULUTAN	TECAPAN	1896	256	2	14	1126	13.454388	-88.488924	Tecapán	Usulután
 USULUTAN	SANTA MARIA	1777	634	9	22	1318	13.3480341	-88.4161523	Santa María	Usulután
 USULUTAN	JIQUILISCO	12955	1148	26	58	5293	13.3256599	-88.573029	Jiquilisco	Usulután
 USULUTAN	CALIFORNIA	493	52	1	3	501	13.437973	-88.460995	California	Usulután
 CABAÑAS	SENSUNTEPEQUE	5615	2009	30	78	8602	13.874575	-88.627779	Sensuntepeque	Cabañas
 CABAÑAS	TEJUTEPEQUE	1604	181	4	10	1433	13.85077	-88.90406	Tejutepeque	Cabañas
 CABAÑAS	DOLORES	842	278	2	10	1184	13.777912	-88.568999	Dolores	Cabañas
 CABAÑAS	JUTIAPA	1479	225	27	4	1953	13.887244	-88.901788	Jutiapa	Cabañas
 CABAÑAS	GUACOTECTI	1203	484	17	17	733	13.8741455	-88.6442597	Sensuntepeque	Cabañas
 CABAÑAS	VICTORIA	2699	246	8	19	3026	13.95	-88.6333333	Victoria	Cabañas
 CABAÑAS	CINQUERA	544	64	0	2	280	13.8882751	-88.9599382	Cinquera	Cabañas
 CABAÑAS	ILOBASCO	8332	4449	55	117	13686	13.84	-88.85	Ilobasco	Cabañas
 CABAÑAS	SAN ISIDRO	1555	380	5	11	1720	13.8333333	-88.7166667	San Isidro	Cabañas
 SAN SALVADOR	AYUTUXTEPEQUE	8674	1536	54	62	6579	13.7421144	-89.2015405		San Salvador
 SAN SALVADOR	ILOPANGO	25405	6233	131	169	21285	13.7	-89.1166667	Ilopango	San Salvador
 SAN SALVADOR	AGUILARES	4348	970	16	48	4493	13.95778	-89.187745	Aguilares	San Salvador
 SAN SALVADOR	NEJAPA	6933	1842	34	80	3829	13.808917	-89.228637	Nejapa	San Salvador
 SAN SALVADOR	SANTIAGO TEXACUANGOS	3911	1018	20	28	4337	13.640896	-89.119057	Santiago Texacuangos	San Salvador
 SAN SALVADOR	SOYAPANGO	66073	15752	393	485	50705	13.701964	-89.147774	Soyapango	San Salvador
 SAN SALVADOR	MEJICANOS	39951	8323	222	342	30128	13.7333333	-89.2166667	Mejicanos	San Salvador
 SAN SALVADOR	PANCHIMALCO	8677	1375	47	82	8207	13.609935	-89.179638	Panchimalco	San Salvador
 SAN SALVADOR	ROSARIO DE MORA	2570	485	13	29	2210	13.574243	-89.207493	Rosario de Mora	San Salvador
 SAN SALVADOR	SAN MARTIN	17664	3930	80	141	15984	13.7387443	-89.0657027		San Salvador
 SAN SALVADOR	SAN SALVADOR	83875	18190	521	877	97421	13.706881	-89.20181	San Salvador	San Salvador
 SAN SALVADOR	TONACATEPEQUE	15447	3854	73	100	13176	13.776093	-89.117824	Tonacatepeque	San Salvador
 SAN SALVADOR	EL PAISNAL	3423	542	10	17	1857	13.97179	-89.2181669	El Paisnal	San Salvador
 SAN SALVADOR	SANTO TOMAS	6248	1440	30	31	6067	10.75195	-74.80518	Santo Tomas	Atlántico
 SAN SALVADOR	APOPA	30030	7399	190	294	24179	13.8	-89.1833333	Apopa	San Salvador
 SAN SALVADOR	SAN MARCOS	16471	3617	111	116	12755	13.6609515	-89.1729807	San Marcos	San Salvador
 SAN SALVADOR	CUSCATANCINGO	17978	3862	209	136	13605	13.7565422	-89.184883	San Salvador	San Salvador
 SAN SALVADOR	GUAZAPA	5368	1149	24	33	3714	13.874014	-89.171762	Guazapa	San Salvador
 SAN SALVADOR	CIUDAD DELGADO	25190	5862	152	166	21006	13.706881	-89.20181	San Salvador	San Salvador
 AHUACHAPAN	GUAYMANGO	5324	1121	12	35	2675	13.748419	-89.8452348	Guaymango	Ahuachapán
 AHUACHAPAN	SAN PEDRO PUXTLA	2405	571	6	8	1363	13.7708427	-89.8071784	San Pedro Puxtla	Ahuachapán
 AHUACHAPAN	ATIQUIZAYA	7428	1503	33	58	5580	13.972604	-89.756497	Atiquizaya	Ahuachapán
 AHUACHAPAN	EL REFUGIO	1814	648	11	21	1986	13.9751405	-89.7074695	El Refugio	Ahuachapán
 AHUACHAPAN	TACUBA	6120	1794	24	48	3952	13.9	-89.9333333	Tacuba	Ahuachapán
 AHUACHAPAN	SAN FRANCISCO MENENDEZ	8005	1799	36	80	7054	13.838513	-90.016875	San Francisco Menéndez	Ahuachapán
 AHUACHAPAN	APANECA	1633	392	1	10	2334	13.8606778	-89.8024919	Apaneca	Ahuachapán
 AHUACHAPAN	CONCEPCION DE ATACO	2804	426	9	31	3392	13.8666667	-89.85	Concepción de Ataco	Ahuachapán
 AHUACHAPAN	AHUACHAPAN	23995	8659	228	235	16190	13.91908	-89.845284	Ahuachapán	Ahuachapán
 AHUACHAPAN	JUJUTLA	5420	1341	17	65	3365	13.78367	-89.862516	Jujutla	Ahuachapán
 AHUACHAPAN	TURIN	1870	778	12	17	1431	13.963948	-89.771598	Turín	Ahuachapán
 AHUACHAPAN	SAN LORENZO	2066	437	11	15	1939	14.024703	-89.782031	San Lorenzo	Ahuachapán
 SAN VICENTE	SAN VICENTE	10266	3458	41	128	9253	13.64121	-88.785423	San Vicente	San Vicente
 SAN VICENTE	SANTA CLARA	1201	216	3	14	782	13.7032248	-88.7283476	Santa Clara	San Vicente
 SAN VICENTE	TEPETITAN	1040	136	1	3	708	13.644495	-88.834176	Tepetitán	San Vicente
 SAN VICENTE	SAN ILDEFONSO	2363	134	4	6	1070	13.70521	-88.55928	San Ildefonso	San Vicente
 SAN VICENTE	APASTEPEQUE	3378	2110	18	48	2628	13.66642	-88.780852	Apastepeque	San Vicente
 SAN VICENTE	SAN ESTEBAN CATARINA	1898	303	2	8	599	13.6833333	-88.7833333	San Esteban Catarina	San Vicente
 SAN VICENTE	GUADALUPE	967	649	9	10	829	13.6178507	-88.8802868	Guadalupe	San Vicente
 SAN VICENTE	TECOLUCA	6973	487	14	25	3061	13.536835	-88.780584	Tecoluca	San Vicente
 SAN VICENTE	VERAPAZ	1798	205	5	4	1287	13.6438499	-88.8706944	Verapaz	San Vicente
 SAN VICENTE	SANTO DOMINGO	1229	350	7	12	1379	13.718815	-88.854604	Santo Domingo	San Vicente
 SAN VICENTE	SAN SEBASTIAN	3054	355	5	14	2941	13.7232155	-88.8190971	San Sebastián	San Vicente
 SAN VICENTE	SAN LORENZO	1468	262	6	11	1070	13.7043211	-88.8034854	San Lorenzo	San Vicente
 SAN VICENTE	SAN CAYETANO ISTEPEQUE	1211	151	1	10	1146	13.6522533	-88.8106915	San Cayetano Istepeque	San Vicente
 MORAZAN	SAN CARLOS	1006	163	2	9	752	13.6434243	-88.0876336	San Carlos	Morazán
 MORAZAN	PERQUIN	1125	142	2	12	889	13.9567983	-88.1608515	Perquín	La Paz
 MORAZAN	SAN SIMON	2931	537	14	20	1097	19.4312084	-99.12405	Ciudad de México	Distrito Federal
 MORAZAN	TOROLA	874	257	2	14	299	13.9166667	-88.2333333	Torola	Morazán
 MORAZAN	GUATAJIAGUA	2325	550	11	20	1551	13.662241	-88.209284	Guatajiagua	Morazán
 MORAZAN	CHILANGA	1896	804	5	28	1343	13.7166667	-88.1166667	Chilanga	Morazán
 MORAZAN	MEANGUERA	2686	139	1	9	586	13.851244	-88.156224	Meanguera	Morazán
 MORAZAN	JOCORO	2875	301	7	12	2007	13.61177	-88.026466	Jocoro	Morazán
 MORAZAN	ARAMBALA	1159	122	3	8	596	13.920791	-88.133612	Arambala	Morazán
 MORAZAN	CACAOPERA	2886	554	11	40	1213	13.7721417	-88.0766404	Cacaopera	Morazán
 MORAZAN	YAMABAL	680	168	6	8	651	13.663178	-88.170467	Yamabal	Morazán
 MORAZAN	SENSEMBRA	435	64	2	2	434	13.671225	-88.170326	Sensembra	Morazán
 MORAZAN	GUALOCOCTI	995	157	4	11	589	13.8166667	-88.2166667	Gualococti	Morazán
 MORAZAN	JOCOAITIQUE	1325	61	1	3	519	13.903805	-88.157418	Jocoaitique	Morazán
 MORAZAN	YOLOAIQUIN	740	96	0	7	840	13.7521909	-88.1181559	Yoloaiquín	Morazán
 MORAZAN	CORINTO	2611	344	8	36	2359	13.80625	-87.970612	Corinto	Morazán
 MORAZAN	SAN FERNANDO	467	176	3	6	272	13.9625101	-88.1977193	San Fernando	Intibucá
 MORAZAN	SOCIEDAD	2822	201	10	23	1433	13.697393	-88.007249	Sociedad	Morazán
 MORAZAN	JOATECA	753	217	6	25	770	13.89271	-88.043983	Joateca	Morazán
 MORAZAN	EL ROSARIO	405	168	2	5	257	13.5818824	-88.0772512	El Rosario	Morazán
 MORAZAN	SAN ISIDRO	768	190	5	10	360	9.9989608	-84.4107008		Alajuela
 MORAZAN	EL DIVISADERO	2099	196	6	14	1195	13.6	-88.05	El Divisadero	Morazán
 MORAZAN	SAN FRANCISCO GOTERA	4611	1013	19	47	3993	13.69545	-88.106857	San Francisco Gotera	Morazán
 MORAZAN	OSICALA	1688	497	11	31	1614	13.80407	-88.1548	Osicala	Morazán
 MORAZAN	DELICIAS DE CONCEPCION	880	368	2	13	1042	13.790003	-88.1401188	Delicias de Concepción	Morazán
 MORAZAN	LOLOTIQUILLO	1060	141	3	9	865	13.723925	-88.089839	Lolotiquillo	Morazán
 CUSCATLAN	EL ROSARIO	552	270	4	4	999	13.7685165	-88.9090508	El Rosario	Cuscatlán
 CUSCATLAN	TENANCINGO	1706	246	6	20	1119	13.8333333	-88.9833333	Tenancingo	Cuscatlán
 CUSCATLAN	MONTE SAN JUAN	1630	1324	17	35	1787	13.7600027	-88.9497657	Monte San Juan	Cuscatlán
 CUSCATLAN	SANTA CRUZ MICHAPA	2289	1119	23	25	1879	13.738644	-88.979856	Santa Cruz Michapa	Cuscatlán
 CUSCATLAN	ORATORIO DE CONCEPCION	633	254	8	6	755	13.8183783	-89.057347	Oratorio de Concepción	Cuscatlán
 CUSCATLAN	SAN BARTOLOME PERULAPIA	2246	344	6	6	1641	13.7632951	-89.0477956	San Bartolomé Perulapía	Cuscatlán
 CUSCATLAN	EL CARMEN	2556	874	7	14	2955	13.7250533	-88.9042582	El Carmen	Cuscatlán
 CUSCATLAN	SAN JOSE GUAYABAL	1799	568	8	33	2166	13.836975	-89.0972029	San José Guayabal	Cuscatlán
 CUSCATLAN	SAN CRISTOBAL	1879	458	15	10	1878	13.6997054	-88.9012625	San Cristobal	Cuscatlán
 CUSCATLAN	SUCHITOTO	8516	506	10	32	2776	13.933732	-89.025836	Suchitoto	Cuscatlán
 CUSCATLAN	SAN RAMON	1352	325	8	10	1472	13.6830556	-88.9266667	San Ramón	Cuscatlán
 CUSCATLAN	SAN PEDRO PERULAPAN	9885	2986	100	73	9274	13.7864607	-89.0454074		Cuscatlán
 CUSCATLAN	CANDELARIA	1499	1150	13	19	2089	13.68913	-88.975647	Candelaria	Cuscatlán
 CUSCATLAN	SANTA CRUZ ANALQUITO	403	243	2	11	551	13.655815	-88.958085	Santa Cruz Analquito	Cuscatlán
 CUSCATLAN	SAN RAFAEL CEDROS	3287	795	15	21	3617	13.7333333	-88.8833333	San Rafael Cedros	Cuscatlán
 CUSCATLAN	COJUTEPEQUE	10187	3794	82	93	11065	13.72151	-88.936188	Cojutepeque	Cuscatlán
 SANTA ANA	SAN ANTONIO PAJONAL	505	144	2	2	708	14.195857	-89.580374	San Antonio Pajonal	Santa Ana
 SANTA ANA	COATEPEQUE	5304	2256	41	79	4948	13.9333333	-89.5	Coatepeque	Santa Ana
 SANTA ANA	EL CONGO	4654	1710	38	74	4348	13.902951	-89.496613	El Congo	Santa Ana
 SANTA ANA	CANDELARIA DE LA FRONTERA	2934	1731	37	55	4464	14.1166667	-89.65	Candelaria de La Frontera	Santa Ana
 SANTA ANA	EL PORVENIR	1579	793	17	21	1240	14.0200366	-89.6451688	El Porvenir	Santa Ana
 SANTA ANA	SANTIAGO DE LA FRONTERA	784	174	4	12	1501	14.180459	-89.608971	Santiago de la Frontera	Santa Ana
 SANTA ANA	MASAHUAT	421	524	11	19	488	14.1909605	-89.4281116	Masahuat	Santa Ana
 SANTA ANA	TEXISTEPEQUE	2811	1394	25	48	3066	14.1257455	-89.4954794	Texistepeque	Santa Ana
 SANTA ANA	METAPAN	9501	3533	71	193	10608	14.33235	-89.447838	Metapán	Santa Ana
 SANTA ANA	SANTA ROSA GUACHIPILIN	367	225	5	10	1138	14.2060231	-89.3517421	Santa Rosa Guachipilín	Santa Ana
 SANTA ANA	SANTA ANA	56888	15778	354	487	38168	13.99603	-89.5525509	Santa Ana	Santa Ana
 SANTA ANA	CHALCHUAPA	13881	3380	120	163	13194	13.981632	-89.681375	Chalchuapa	Santa Ana
 SANTA ANA	SAN SEBASTIAN SALITRILLO	3601	952	24	36	2878	13.9666667	-89.6333333	San Sebastián Salitrillo	Santa Ana
 SONSONATE	CALUCO	2363	626	8	13	1410	13.7243422	-89.6616352	Caluco	Sonsonate
 SONSONATE	SAN JULIAN	4164	880	17	39	2704	13.6202692	-89.7931173	San Julián	Sonsonate
 SONSONATE	SANTO DOMINGO DE GUZMAN	1508	417	7	20	1165	13.7161111	-89.7977778	Santo Domingo de Guzman	Sonsonate
 SONSONATE	SAN ANTONIO DEL MONTE	6458	2011	25	42	2260	13.7172042	-89.7473837		Sonsonate
 SONSONATE	NAHUIZALCO	14178	2248	36	63	4715	13.7833333	-89.7333333	Nahuizalco	Sonsonate
 SONSONATE	ACAJUTLA	13557	2340	58	97	5000	13.58824	-89.832397	Acajutla	Sonsonate
 SONSONATE	CUISNAHUAT	2343	823	15	19	1193	13.6244287	-89.6345796		Sonsonate
 SONSONATE	ARMENIA	6553	1683	27	62	6584	13.744609	-89.498559	Armenia	Sonsonate
 SONSONATE	SALCOATITAN	1460	525	12	13	925	13.827752	-89.757948	Salcoatitán	Sonsonate
 SONSONATE	SONSONATE	18172	5360	80	135	10479	13.7113876	-89.7239097	Sonsonate	Sonsonate
 SONSONATE	SANTA CATARINA MASAHUAT	2882	549	8	27	893	13.7833333	-89.7666667	Santa Catarina Masahuat	Sonsonate
 SONSONATE	SANTA ISABEL ISHUATAN	1582	593	8	19	1776	13.6166667	-89.5833333	Santa Isabel Ishuatán	Sonsonate
 SONSONATE	NAHUILINGO	2449	536	8	14	1267	13.6708583	-89.7286056		Sonsonate
 SONSONATE	JUAYUA	5703	2382	30	62	3109	13.843644	-89.746411	Juayúa	Sonsonate
 SONSONATE	IZALCO	14621	4226	81	110	11744	13.74521	-89.672234	Izalco	Sonsonate
 SONSONATE	SONZACATE	6141	2002	32	41	3923	13.7333333	-89.7166667	Sonzacat	Sonsonate
 LA UNION	PASAQUINA	3653	606	11	44	2495	13.5844444	-87.8411111	Pasaquina	La Unión
 LA UNION	POLOROS	1439	163	4	25	1565	13.807734	-87.819447	Lajitas	La Unión
 LA UNION	NUEVA ESPARTA	1882	283	12	39	1441	13.7833333	-87.8333333	Nueva Esparta	La Unión
 LA UNION	CONCHAGUA	7424	1119	29	61	4507	13.3	-87.8666667	Conchagua	La Unión
 LA UNION	EL SAUCE	1249	155	4	13	1574	13.6685153	-87.797236	El Sauce	La Unión
 LA UNION	LISLIQUE	1427	184	8	25	2043	13.8025442	-87.8979248	Lislique	La Unión
 LA UNION	ANAMOROS	2919	339	14	34	2685	13.741137	-87.870868	Anamorós	La Unión
 LA UNION	SANTA ROSA DE LIMA	6896	1018	19	49	5220	13.625058	-87.893278	Santa Rosa de Lima	La Unión
 LA UNION	BOLIVAR	832	237	6	9	835	13.5743845	-87.9518599	Bolívar	La Unión
 LA UNION	YAYANTIQUE	1451	328	10	25	706	13.446654	-88.021687	Yayantique	La Unión
 LA UNION	EL CARMEN	2757	592	5	22	1428	13.3551995	-87.9983878	El Carmen	La Unión
 LA UNION	SAN ALEJO	4044	378	16	24	2322	13.430567	-87.958671	San Alejo	La Unión
 LA UNION	SAN JOSE LAS FUENTES	506	134	5	7	462	13.5614013	-87.8982425	San José	La Unión
 LA UNION	CONCEPCION DE ORIENTE	1221	48	7	20	1556	13.7922203	-87.7135671	Concepción de Oriente	La Unión
 LA UNION	LA UNION	7607	1489	29	80	4695	13.331925	-87.845333	La Unión	La Unión
 LA UNION	YUCUAIQUIN	1683	90	3	7	1453	13.5487787	-88.0032826	Yucuaiquín	La Unión
 LA UNION	MEANGUERA DEL GOLFO	249	109	1	3	578	13.1927209	-87.7123355		
 LA UNION	INTIPUCA	1522	118	7	13	859	13.199252	-88.054472	Intipucá	La Unión
 LA PAZ	SAN EMIGDIO	567	134	3	2	694	13.649747	-88.978995	San Emigdio	Cuscatlán
 LA PAZ	CUYULTITAN	1223	265	5	7	1144	13.55	-89.1	Cuyultitán	La Paz
 LA PAZ	SAN LUIS LA HERRADURA	4190	842	15	33	3103	13.35183	-88.950432	San Luis la Herradura	La Paz
 LA PAZ	SAN RAFAEL OBRAJUELO	2390	367	8	15	1472	13.5023571	-88.9234254	San Rafael Obrajuelo	La Paz
 LA PAZ	SANTIAGO NONUALCO	8702	2158	40	80	5246	13.50982	-88.940063	Santiago Nonualco	La Paz
 LA PAZ	TAPALHUACA	931	133	2	1	842	13.561081	-89.0807619	Tapalhuaca	La Paz
 LA PAZ	SANTA MARIA OSTUMA	1086	377	8	23	1221	13.6187812	-88.927617	Ostuma	La Paz
 LA PAZ	SAN LUIS TALPA	4631	1592	23	48	3188	13.4666667	-89.0833333	San Luis Talpa	La Paz
 LA PAZ	SAN JUAN TEPEZONTES	699	273	10	2	803	13.615	-89.009534	San Juan Tepezontes	La Paz
 LA PAZ	SAN ANTONIO MASAHUAT	1038	106	3	2	1091	13.569253	-89.039064	San Antonio Masahuat	La Paz
 LA PAZ	SAN FRANCISCO CHINAMECA	1014	344	2	8	1805	13.607874	-89.095335	San Francisco Chinameca	La Paz
 LA PAZ	PARAISO DE OSORIO	495	289	9	6	676	13.6384569	-88.9617331	Paraíso de Osorio	La Paz
 LA PAZ	ZACATECOLUCA	14640	3030	63	111	10949	13.5	-88.8666667	Zacatecoluca	La Paz
 LA PAZ	SAN PEDRO MASAHUAT	6077	667	27	38	3626	13.5432995	-89.038242	San Pedro Masahuat	La Paz
 LA PAZ	SAN JUAN TALPA	1487	392	8	13	1519	13.5	-89.0833333	San Juan Talpa	La Paz
 LA PAZ	EL ROSARIO	3698	606	10	25	2551	13.4975	-89.023117	El Rosario	La Paz
 LA PAZ	SAN MIGUEL TEPEZONTES	1329	172	4	5	1180	13.6213266	-89.0191281	San Miguel Tepezontes	La Paz
 LA PAZ	SAN PEDRO NONUALCO	1799	390	6	11	1774	13.602292	-88.928425	San Pedro Nonualco	La Paz
 LA PAZ	SAN JUAN NONUALCO	4140	557	12	16	2702	13.507222	-88.899722	San Juan nonualco	La Paz
 LA PAZ	MERCEDES LA CEIBA	187	39	1	1	528	13.6476455	-88.9108479	Mercedes La Ceiba	La Paz
 LA PAZ	JERUSALEN	840	49	0	0	584	13.65	-88.9	Jerusalén	La Paz
 LA PAZ	OLOCUILTA	5965	1556	21	46	5453	13.56959	-89.116764	Olocuilta	La Paz
diff --git a/geocoded_adj.csv b/geocoded_adj.csv
 province	town	Salvador Sánchez Cerén (FMLN)	Elias Antonio Saca Gonzalez (Unidad)	José Oscar Morales Lemus (FPS)	René Alcidez Rodriguez Hurtado (PSP)	Norman Noel Quijano González (ARENA)	lat	lng	town	province
 SAN MIGUEL	SAN MIGUEL	52942	10922	189	405	24013	13.47321	-88.176987	San Miguel	San Miguel
 SAN MIGUEL	SAN RAFAEL ORIENTE	3510	665	7	32	1664	13.376918	-88.352604	San Rafael Oriente	San Miguel
 SAN MIGUEL	SAN JORGE	2309	175	5	8	2207	13.41337	-88.339539	San Jorge	San Miguel
 SAN MIGUEL	SAN ANTONIO DEL MOSCO	1397	36	2	5	1330	13.389411	-88.028991	San Antonio	San Miguel
 SAN MIGUEL	LOLOTIQUE	3887	809	13	15	1169	13.5570718	-88.3494328	Lolotique	San Miguel
 SAN MIGUEL	CHIRILAGUA	4413	379	10	30	2841	13.220278	-88.138611	Chirilagua	San Miguel
 SAN MIGUEL	NUEVA GUADALUPE	2351	360	7	12	703	13.5333333	-88.35	Nueva Guadalupe	San Miguel
 SAN MIGUEL	SAN LUIS DE LA REINA	1192	67	1	5	1022	13.812131	-88.346671	San Luis de la Reina	San Miguel
 SAN MIGUEL	EL TRANSITO	4219	359	8	21	3373	13.35	-88.35	El Transito	San Miguel
 SAN MIGUEL	CIUDAD BARRIOS	5577	694	13	49	3214	13.762926	-88.270163	Ciudad Barrios	San Miguel
 SAN MIGUEL	SAN GERARDO	1506	41	1	5	1369	13.808486	-88.409066	San Gerardo	San Miguel
 SAN MIGUEL	CHINAMECA	5227	616	17	35	4133	13.5122699	-88.3506468	Chinameca	San Miguel
 SAN MIGUEL	MONCAGUA	6254	709	7	24	2284	13.529204	-88.255435	Moncagua	San Miguel
 SAN MIGUEL	COMACARAN	1137	72	1	5	540	13.529289	-88.066954	Comacarán	San Miguel
 SAN MIGUEL	ULUAZAPA	888	97	0	3	542	13.50245	-88.069847	Uluazapa	San Miguel
 SAN MIGUEL	CHAPELTIQUE	2808	174	7	26	1056	13.63601	-88.26358	Chapeltique	San Miguel
 SAN MIGUEL	SESORI	2261	227	10	23	1159	13.71702	-88.36026	Sesori	San Miguel
 SAN MIGUEL	NUEVO EDEN DE SAN JUAN	852	75	2	4	725	13.8242243	-88.485189	Nuevo Edén de San Juan	San Miguel
 SAN MIGUEL	QUELEPA	1732	126	0	7	956	13.5215874	-88.2327303	Quelepa	San Miguel
 SAN MIGUEL	CAROLINA	1867	79	2	10	1636	13.8462374	-88.3057061	Carolina	San Miguel
 LA LIBERTAD	ZARAGOZA	4665	1570	38	33	4131	13.589754	-89.288771	Zaragoza	La Libertad
 LA LIBERTAD	CIUDAD ARCE	12399	3380	86	101	8837	13.8536285	-89.4535357	Ciudad Arce	La Libertad
 LA LIBERTAD	LA LIBERTAD	9487	2174	42	99	6205	13.4856	-89.325737	La Libertad	La Libertad
 LA LIBERTAD	HUIZUCAR	2324	472	15	14	2398	13.5902564	-89.2360234	Huizúcar	La Libertad
 LA LIBERTAD	QUEZALTEPEQUE	13598	3062	86	102	8192	13.8333333	-89.2666667	Quezaltepeque	La Libertad
 LA LIBERTAD	TALNIQUE	1299	436	5	20	1224	13.6666865	-89.4085891	Talnique	La Libertad
 LA LIBERTAD	COMASAGUA	2643	375	7	31	2168	13.6369401	-89.3760304	Comasagua	La Libertad
 LA LIBERTAD	SACACOYO	2997	620	12	37	3080	13.7326971	-89.470673	Sacacoyo	La Libertad
 LA LIBERTAD	SANTA TECLA	30094	8136	308	300	33687	13.6833333	-89.2833333	Nueva San Salvador	La Libertad
 LA LIBERTAD	SAN JUAN OPICO	14891	3865	95	156	10548	13.874636	-89.359353	San Juan Opico	La Libertad
 LA LIBERTAD	COLON	19888	6191	171	194	18106	13.707793	-89.3487791	Colón	La Libertad
 LA LIBERTAD	ANTIGUO CUSCATLAN	6647	1990	56	78	13431	13.6640938	-89.2514718		La Libertad
 LA LIBERTAD	TAMANIQUE	2255	510	12	67	2652	13.5965323	-89.4186473	Tamanique	La Libertad
 LA LIBERTAD	TEPECOYO	2480	622	17	37	1737	13.7002778	-89.4677778	Tepecoyo	La Libertad
 LA LIBERTAD	SAN PABLO TACACHICO	4298	459	9	25	4025	13.97263	-89.339401	San Pablo Tacachico	La Libertad
 LA LIBERTAD	SAN JOSE VILLANUEVA	3041	869	19	32	2634	13.57342	-89.2658469	San José Villanueva	La Libertad
 LA LIBERTAD	JICALAPA	883	353	10	15	1521	13.569964	-89.5078768	Jicalapa	La Libertad
 LA LIBERTAD	NUEVO CUSCATLAN	2382	435	10	29	2800	13.65	-89.2666667	Nuevo Cuscatlan	La Libertad
 LA LIBERTAD	CHILTIUPAN	2003	257	11	8	2622	13.589497	-89.467687	Chiltiupán	La Libertad
 LA LIBERTAD	JAYAQUE	2852	502	15	29	2361	13.6732694	-89.4387562	Jayaque	La Libertad
 LA LIBERTAD	SAN MATIAS	1692	259	6	10	1196	13.884904	-89.315368	San Matías	La Libertad
 LA LIBERTAD	TEOTEPEQUE	1470	533	12	23	2378	13.5852778	-89.5183333	Teotepeque	La Libertad
 CHALATENANGO	SAN LUIS DEL CARMEN	222	81	0	4	276	13.958431	-88.970614	San Luis del Carmen	Chalatenango
 CHALATENANGO	CHALATENANGO	7011	1648	22	65	6698	14.0333333	-88.9333333	Chalatenango	Chalatenango
 CHALATENANGO	SAN JOSE CANCASQUE	534	55	2	3	342	13.9740684	-88.8515028	San José Cancasque	Chalatenango
 CHALATENANGO	TEJUTLA	2768	736	15	26	2532	14.1696312	-89.1026858	Tejutla	Chalatenango
 CHALATENANGO	LA REINA	1581	374	18	20	1725	14.1959529	-89.1503566	La Reina	Chalatenango
 CHALATENANGO	ARCATAO	1043	99	0	4	387	14.0938889	-88.7494444	Arcatao	Chalatenango
 CHALATENANGO	SAN FRANCISCO LEMPA	255	36	0	0	222	13.9725525	-89.0017985	San Francisco Lempa	Chalatenango
 CHALATENANGO	AGUA CALIENTE	1343	525	7	31	1422	14.18652	-89.2223659	AGUA CALIENTE	Chalatenango
 CHALATENANGO	LA PALMA	2742	278	3	14	2772	14.31821	-89.168297	La Palma	Chalatenango
 CHALATENANGO	SANTA RITA	913	187	3	6	1050	14.1285819	-89.0047868	Santa Rita	Chalatenango
 CHALATENANGO	LAS FLORES	921	10	0	1	21	14.0501734	-88.8377035	San José Las Flores	Chalatenango
 CHALATENANGO	CONCEPCION QUEZALTEPEQUE	1553	226	8	8	1535	14.089184	-88.9581432	Concepción Quezaltepeque	Chalatenango
 CHALATENANGO	EL CARRIZAL	748	91	2	5	507	14.1768739	-88.9204311	El Carrizal	Chalatenango
 CHALATENANGO	NOMBRE DE JESUS	1426	96	2	6	676	14.0082761	-88.7289492	Nombre de Jesús	Chalatenango
 CHALATENANGO	OJOS DE AGUA	631	247	4	6	772	14.1803778	-88.8922742	Ojos de Agua	Chalatenango
 CHALATENANGO	SAN MIGUEL DE MERCEDES	452	578	4	7	312	14.0092855	-88.9401893	San Miguel de Mercedes	Chalatenango
 CHALATENANGO	SAN FRANCISCO MORAZAN	951	144	3	2	614	14.1833333	-89.05	San Francisco Morazán	Chalatenango
 CHALATENANGO	POTONICO	547	50	1	0	425	13.9655539	-88.8922742	Potonico	Chalatenango
 CHALATENANGO	EL PARAISO	1880	865	7	31	1976	14.1070716	-89.0728633	El Paraíso	Chalatenango
 CHALATENANGO	LA LAGUNA	813	166	4	4	1147	14.1631729	-88.9425836	La Laguna	Chalatenango
 CHALATENANGO	SAN RAFAEL	847	433	7	19	844	14.1359255	-89.0251022	San Rafael	Chalatenango
 CHALATENANGO	NUEVA CONCEPCION	6113	1147	23	45	6317	14.12458	-89.293171	Nueva Concepción	Chalatenango
 CHALATENANGO	SAN ISIDRO LABRADOR	297	14	1	1	31	14.0095669	-88.8425038	San Isidro Labrador	Chalatenango
 CHALATENANGO	AZACUALPA	296	36	0	1	323	13.9891678	-88.9856574	Azacualpa	Chalatenango
 CHALATENANGO	SAN FERNANDO	505	81	0	7	564	14.3081093	-89.02331	San Fernando	Chalatenango
 CHALATENANGO	COMALAPA	872	131	3	6	975	14.1378221	-88.9575449	Comalapa	Chalatenango
 CHALATENANGO	SAN ANTONIO LOS RANCHOS	554	44	1	1	18	14.0061818	-88.8946713	San Antonio Los Ranchos	Chalatenango
 CHALATENANGO	SAN ANTONIO DE LA CRUZ	492	63	1	3	384	14.0151198	-88.7908717	San Antonio de La Cruz	Chalatenango
 CHALATENANGO	LAS VUELTAS	837	25	0	0	95	14.0939595	-88.8892777	Las Vueltas	Chalatenango
 CHALATENANGO	CITALA	916	86	1	4	1287	14.3764417	-89.2146237	Citala	Chalatenango
 CHALATENANGO	DULCE NOMBRE DE MARIA	946	409	8	13	1120	14.151691	-89.010685	Dulce Nombre de María	Chalatenango
 CHALATENANGO	NUEVA TRINIDAD	849	44	1	1	146	14.0731548	-88.7884686	Nueva Trinidad	Chalatenango
 CHALATENANGO	SAN IGNACIO	1975	125	5	8	2039	14.3384961	-89.1765517	San Ignacio	Chalatenango
 USULUTAN	SANTA ELENA	3351	1267	16	25	2175	13.3797782	-88.4137279	Santa Elena	Usulután
 USULUTAN	NUEVA GRANADA	1599	188	5	16	1305	13.6	-88.45	Nueva Granada	Usulután
 USULUTAN	ALEGRIA	3076	369	11	17	1357	13.5073403	-88.4863991	Alegría	Usulután
 USULUTAN	JUCUAPA	3956	477	15	20	3051	13.5166667	-88.3833333	Jucuapa	Usulután
 USULUTAN	BERLIN	4326	739	16	41	2571	13.494353	-88.530402	Berlín	Usulután
 USULUTAN	EREGUAYQUIN	1218	249	8	13	1087	13.35	-88.3833333	Ereguayquin	Usulután
 USULUTAN	PUERTO EL TRIUNFO	3448	550	11	14	1984	13.2833333	-88.55	Puerto El Triunfo	Usulután
 USULUTAN	JUCUARAN	2981	301	12	32	1453	13.25115	-88.244904	Jucuarán	Usulután
 USULUTAN	SAN FRANCISCO JAVIER	1622	171	4	12	931	13.417486	-88.573121	San Francisco Javier	Usulután
 USULUTAN	SAN BUENAVENTURA	1324	118	4	2	846	13.5399448	-88.383412	San Buenaventura	Usulután
 USULUTAN	MERCEDES UMAÑA	3176	245	6	19	2130	13.5666667	-88.5	M
diff --git a/index.html b/index.html
 <!DOCTYPE html>
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  <head>
    <title>Presidential Election, El Salvador 2014, 1st Round</title>
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 		  width: 100%;
 		  height: 100%;
 		  margin: 0;
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 		.leaflet-tile-pane {
 		  opacity: .3
 		}


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          <a class="navbar-brand" href="#">Presidential Election, El Salvador 2014, 1st Round</a>
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    <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:#800">Salvador Sánchez Cerén (FMLN)</span> vs. <span style="color:#008">Norman Noel Quijano González (ARENA)</span> (99 % of votes counted)

      </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([13.68,-88.78], 9);
 		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( "sv_2014_1_ring.json", function (data) {
 		    $.each(data, function (index, value) {
 		        sum = 0;
 		        descr = '';
 		        $.each(value['person'], function (i,d) {
 		          sum = sum + parseInt(d['population']);
 		          descr += d['name'] + " (" + d['population'] + ")<br>";
 		        })
 				circle = L.circle(
 				  [value.coordinates[0], value.coordinates[1]],
 				   Math.sqrt(sum*600), 
 				  {
 					color: values2color(value['winner']),
 					fillColor: values2color(value['winner']),
 					fillOpacity: 2*(Math.max(parseInt(value.person.p6.population),parseInt(value.person.p9.population)) / (parseInt(value.person.p6.population)+parseInt(value.person.p9.population))-0.5),
 					//fillOpacity: .8,
 					weight: 0.1,
 					//className: value.classname,	//this does not seem to work, so hacked by class2color
 				}).addTo(map);
 				
 				
 				circle.bindPopup("<strong>" + value.name + "</strong><br>" + "<strong>" + value.winner + '</strong><br>' + descr);
 		  });
 		});
 		
 		function values2color(w) {
          if (w == 'Salvador Sánchez Cerén (FMLN)') return '#f00';
          if (w == 'Norman Noel Quijano González (ARENA)') return '#00f';
 		}
 	
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 </html>


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

 import csv
 import requests
 from lxml import html
 import copy

 outfile = open('data.csv', 'w')
 outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

 def scrape(url,level,names,domain,outwriter):
  page = requests.get(url)
  domtree = html.fromstring(page.text)
  
  if (level == 4):
    trs = domtree.xpath('//table[@id="TVOTOS"]/tbody/tr');
    trs.pop(0)
    for item in trs:
      title = item.xpath('th/@title')[0].strip()
      n = names[:]
      n.append(title.encode('utf-8','ignore'))
      tds = item.xpath('td')
      tds.pop(0)
      res = []
      #print tds
      for it in tds:
        res.append(it.xpath('text()')[0].replace(",",""))
      out = n+res
      #print out      
      outwriter.writerow(out)
      #raise Exception('wwe')
      

  else:
    ths = domtree.xpath('//table[@id="TVOTOS"]/tbody/tr/th');
    ths.pop(0)
    for item in ths:
      title = item.xpath('@title')[0].strip()
      link = item.xpath('a/@href')[0].lstrip('.').lstrip('/')
      print names
      n = names[:]
      print n
      print title
      n.append(title.encode('utf-8','ignore'))
      print n
      scrape (domain + link, level + 1, n, domain,outwriter)
     # print item
      #raise Exception('www')

 #scrape("http://elecciones2014.tse.gob.sv/resultados/99/DPR999999.htm",1)

 domain = "http://elecciones2014.tse.gob.sv/resultados/"
 scrape("http://localhost/michal/dev/sv2014/DPR999999.htm",1,['Total nacional'],domain,outwriter)

diff --git a/sv_2014_1_ring.json b/sv_2014_1_ring.json
 [{"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "24013"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "52942"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Miguel-San Miguel", "coordinates": ["13.47321", "-88.176987"], "name": "San Miguel-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1664"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "3510"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Rafael Oriente-San Miguel", "coordinates": ["13.376918", "-88.352604"], "name": "San Rafael Oriente-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "2207"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "2309"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Jorge-San Miguel", "coordinates": ["13.41337", "-88.339539"], "name": "San Jorge-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1330"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1397"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Antonio-San Miguel", "coordinates": ["13.389411", "-88.028991"], "name": "San Antonio-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1169"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "3887"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Lolotique-San Miguel", "coordinates": ["13.5570718", "-88.3494328"], "name": "Lolotique-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "2841"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "4413"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Chirilagua-San Miguel", "coordinates": ["13.220278", "-88.138611"], "name": "Chirilagua-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "703"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "2351"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Nueva Guadalupe-San Miguel", "coordinates": ["13.5333333", "-88.35"], "name": "Nueva Guadalupe-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1022"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1192"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Luis de la Reina-San Miguel", "coordinates": ["13.812131", "-88.346671"], "name": "San Luis de la Reina-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "3373"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "4219"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "El Transito-San Miguel", "coordinates": ["13.35", "-88.35"], "name": "El Transito-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "3214"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "5577"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Ciudad Barrios-San Miguel", "coordinates": ["13.762926", "-88.270163"], "name": "Ciudad Barrios-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1369"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1506"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Gerardo-San Miguel", "coordinates": ["13.808486", "-88.409066"], "name": "San Gerardo-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "4133"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "5227"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Chinameca-San Miguel", "coordinates": ["13.5122699", "-88.3506468"], "name": "Chinameca-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "2284"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "6254"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Moncagua-San Miguel", "coordinates": ["13.529204", "-88.255435"], "name": "Moncagua-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "540"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1137"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Comacar\u00e1n-San Miguel", "coordinates": ["13.529289", "-88.066954"], "name": "Comacar\u00e1n-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "542"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "888"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Uluazapa-San Miguel", "coordinates": ["13.50245", "-88.069847"], "name": "Uluazapa-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1056"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "2808"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Chapeltique-San Miguel", "coordinates": ["13.63601", "-88.26358"], "name": "Chapeltique-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1159"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "2261"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Sesori-San Miguel", "coordinates": ["13.71702", "-88.36026"], "name": "Sesori-San Miguel"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "725"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "852"}}, "winner": 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"population": "1519"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1487"}}, "winner": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "id": "San Juan Talpa-La Paz", "coordinates": ["13.5", "-89.0833333"], "name": "San Juan Talpa-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "2551"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "3698"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "El Rosario-La Paz", "coordinates": ["13.4975", "-89.023117"], "name": "El Rosario-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1180"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1329"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Miguel Tepezontes-La Paz", "coordinates": ["13.6213266", "-89.0191281"], "name": "San Miguel Tepezontes-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "1774"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "1799"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Pedro Nonualco-La Paz", "coordinates": ["13.602292", "-88.928425"], "name": "San Pedro Nonualco-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "2702"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "4140"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "San Juan nonualco-La Paz", "coordinates": ["13.507222", "-88.899722"], "name": "San Juan nonualco-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "528"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "187"}}, "winner": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "id": "Mercedes La Ceiba-La Paz", "coordinates": ["13.6476455", "-88.9108479"], "name": "Mercedes La Ceiba-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "584"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "840"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Jerusal\u00e9n-La Paz", "coordinates": ["13.65", "-88.9"], "name": "Jerusal\u00e9n-La Paz"}, {"person": {"p9": {"name": "Norman Noel Quijano Gonz\u00e1lez (ARENA)", "population": "5453"}, "p6": {"name": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "population": "5965"}}, "winner": "Salvador S\u00e1nchez Cer\u00e9n (FMLN)", "id": "Olocuilta-La Paz", "coordinates": ["13.56959", "-89.116764"], "name": "Olocuilta-La Paz"}]
diff --git a/thumbnail.png b/thumbnail.png
	# -- coding: utf-8 --

	import json
	import csv
	import string

	data = []
	i = 0
	with open("geocoded_adj.csv","r") as fin:
	finreader = csv.reader(fin,delimiter="\t")
	for row in finreader:
	if i>0:
	if (int(row[2]) >= int(row[6])):
	winner = "Salvador Sánchez Cerén (FMLN)"
	else:
	winner = "Norman Noel Quijano González (ARENA)"
	item = {
	'id': string.join([row[9],row[10]],sep="-"),
	'coordinates': [row[7],row[8]],
	'person': {'p6': {"population": row[2], "name": "Salvador Sánchez Cerén (FMLN)"}, 'p9': {"population": row[6], "name": "Norman Noel Quijano González (ARENA)"}},
	'name': string.join([row[9],row[10]],sep="-"),
	'winner': winner#,
	#'classname': winner.lower()
	}
	data.append(item)
	#print data
	#raise Exception()
	i = i + 1
	with open('sv_2014_1_ring.json', 'w') as outfile:
	json.dump(data, outfile)
	print i
	# -- coding: utf-8 --

	import csv

	outfile = open('data_towns.csv', 'wb')
	outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

	i = 0
	data = {}
	with open('data.csv','r') as f:
	csvreader = csv.reader(f,delimiter="\t")
	for row in csvreader:
	#print row
	if i > 0:
	try:
	data[row[1]]
	except:
	print row[1]
	data[row[1]] = {}
	data[row[1]][row[2]] = [row[1],row[2],int(row[5]),int(row[6]),int(row[7]),int(row[8]),int(row[9])]
	else:
	try:
	data[row[1]][row[2]]
	except:
	data[row[1]][row[2]] = [row[1],row[2],int(row[5]),int(row[6]),int(row[7]),int(row[8]),int(row[9])]
	else:
	d = data[row[1]][row[2]]
	#print d
	data[row[1]][row[2]] = [d[2]+int(row[5]),d[3]+int(row[6]),d[4]+int(row[7]),d[5]+int(row[8]),d[6]+int(row[9])]
	data[row[1]][row[2]] = [row[1],row[2]] + data[row[1]][row[2]]

	#print data[row[1]][row[2]]
	# if i>5:
	# raise Exception('vv')
	# print i
	i = i + 1

	for key1 in data:
	for key2 in data[key1]:
	print (data[key1][key2])
	outwriter.writerow(data[key1][key2])
SAN MIGUEL	SAN MIGUEL	52942	10922	189	405	24013
SAN MIGUEL	SAN RAFAEL ORIENTE	3510	665	7	32	1664
SAN MIGUEL	SAN JORGE	2309	175	5	8	2207
SAN MIGUEL	SAN ANTONIO DEL MOSCO	1397	36	2	5	1330
SAN MIGUEL	LOLOTIQUE	3887	809	13	15	1169
SAN MIGUEL	CHIRILAGUA	4413	379	10	30	2841
SAN MIGUEL	NUEVA GUADALUPE	2351	360	7	12	703
SAN MIGUEL	SAN LUIS DE LA REINA	1192	67	1	5	1022
SAN MIGUEL	EL TRANSITO	4219	359	8	21	3373
SAN MIGUEL	CIUDAD BARRIOS	5577	694	13	49	3214
SAN MIGUEL	SAN GERARDO	1506	41	1	5	1369
SAN MIGUEL	CHINAMECA	5227	616	17	35	4133
SAN MIGUEL	MONCAGUA	6254	709	7	24	2284
SAN MIGUEL	COMACARAN	1137	72	1	5	540
SAN MIGUEL	ULUAZAPA	888	97	0	3	542
SAN MIGUEL	CHAPELTIQUE	2808	174	7	26	1056
SAN MIGUEL	SESORI	2261	227	10	23	1159
SAN MIGUEL	NUEVO EDEN DE SAN JUAN	852	75	2	4	725
SAN MIGUEL	QUELEPA	1732	126	0	7	956
SAN MIGUEL	CAROLINA	1867	79	2	10	1636
LA LIBERTAD	ZARAGOZA	4665	1570	38	33	4131
LA LIBERTAD	CIUDAD ARCE	12399	3380	86	101	8837
LA LIBERTAD	LA LIBERTAD	9487	2174	42	99	6205
LA LIBERTAD	HUIZUCAR	2324	472	15	14	2398
LA LIBERTAD	QUEZALTEPEQUE	13598	3062	86	102	8192
LA LIBERTAD	TALNIQUE	1299	436	5	20	1224
LA LIBERTAD	COMASAGUA	2643	375	7	31	2168
LA LIBERTAD	SACACOYO	2997	620	12	37	3080
LA LIBERTAD	SANTA TECLA	30094	8136	308	300	33687
LA LIBERTAD	SAN JUAN OPICO	14891	3865	95	156	10548
LA LIBERTAD	COLON	19888	6191	171	194	18106
LA LIBERTAD	ANTIGUO CUSCATLAN	6647	1990	56	78	13431
LA LIBERTAD	TAMANIQUE	2255	510	12	67	2652
LA LIBERTAD	TEPECOYO	2480	622	17	37	1737
LA LIBERTAD	SAN PABLO TACACHICO	4298	459	9	25	4025
LA LIBERTAD	SAN JOSE VILLANUEVA	3041	869	19	32	2634
LA LIBERTAD	JICALAPA	883	353	10	15	1521
LA LIBERTAD	NUEVO CUSCATLAN	2382	435	10	29	2800
LA LIBERTAD	CHILTIUPAN	2003	257	11	8	2622
LA LIBERTAD	JAYAQUE	2852	502	15	29	2361
LA LIBERTAD	SAN MATIAS	1692	259	6	10	1196
LA LIBERTAD	TEOTEPEQUE	1470	533	12	23	2378
RES. EN EL EXTERIOR	VOTO POSTAL	148	12	1	2	60
CHALATENANGO	SAN LUIS DEL CARMEN	222	81	0	4	276
CHALATENANGO	CHALATENANGO	7011	1648	22	65	6698
CHALATENANGO	SAN JOSE CANCASQUE	534	55	2	3	342
CHALATENANGO	TEJUTLA	2768	736	15	26	2532
CHALATENANGO	LA REINA	1581	374	18	20	1725
CHALATENANGO	ARCATAO	1043	99	0	4	387
CHALATENANGO	SAN FRANCISCO LEMPA	255	36	0	0	222
CHALATENANGO	AGUA CALIENTE	1343	525	7	31	1422
CHALATENANGO	LA PALMA	2742	278	3	14	2772
CHALATENANGO	SANTA RITA	913	187	3	6	1050
CHALATENANGO	LAS FLORES	921	10	0	1	21
CHALATENANGO	CONCEPCION QUEZALTEPEQUE	1553	226	8	8	1535
CHALATENANGO	EL CARRIZAL	748	91	2	5	507
CHALATENANGO	NOMBRE DE JESUS	1426	96	2	6	676
CHALATENANGO	OJOS DE AGUA	631	247	4	6	772
CHALATENANGO	SAN MIGUEL DE MERCEDES	452	578	4	7	312
CHALATENANGO	SAN FRANCISCO MORAZAN	951	144	3	2	614
CHALATENANGO	POTONICO	547	50	1	0	425
CHALATENANGO	EL PARAISO	1880	865	7	31	1976
CHALATENANGO	LA LAGUNA	813	166	4	4	1147
CHALATENANGO	SAN RAFAEL	847	433	7	19	844
CHALATENANGO	NUEVA CONCEPCION	6113	1147	23	45	6317
CHALATENANGO	SAN ISIDRO LABRADOR	297	14	1	1	31
CHALATENANGO	AZACUALPA	296	36	0	1	323
CHALATENANGO	SAN FERNANDO	505	81	0	7	564
CHALATENANGO	COMALAPA	872	131	3	6	975
CHALATENANGO	SAN ANTONIO LOS RANCHOS	554	44	1	1	18
CHALATENANGO	SAN ANTONIO DE LA CRUZ	492	63	1	3	384
CHALATENANGO	LAS VUELTAS	837	25	0	0	95
CHALATENANGO	CITALA	916	86	1	4	1287
CHALATENANGO	DULCE NOMBRE DE MARIA	946	409	8	13	1120
CHALATENANGO	NUEVA TRINIDAD	849	44	1	1	146
CHALATENANGO	SAN IGNACIO	1975	125	5	8	2039
USULUTAN	SANTA ELENA	3351	1267	16	25	2175
USULUTAN	NUEVA GRANADA	1599	188	5	16	1305
USULUTAN	ALEGRIA	3076	369	11	17	1357
USULUTAN	JUCUAPA	3956	477	15	20	3051
USULUTAN	BERLIN	4326	739	16	41	2571
USULUTAN	EREGUAYQUIN	1218	249	8	13	1087
USULUTAN	PUERTO EL TRIUNFO	3448	550	11	14	1984
USULUTAN	JUCUARAN	2981	301	12	32	1453
USULUTAN	SAN FRANCISCO JAVIER	1622	171	4	12	931
USULUTAN	SAN BUENAVENTURA	1324	118	4	2	846
USULUTAN	MERCEDES UMAÑA	3176	245	6	19	2130
USULUTAN	SAN AGUSTIN	1520	178	2	5	986
USULUTAN	SAN DIONISIO	957	277	3	12	688
USULUTAN	USULUTAN	12866	4634	87	160	9678
USULUTAN	SANTIAGO DE MARIA	4430	808	21	37	2551
USULUTAN	EL TRIUNFO	1744	180	2	6	975
USULUTAN	CONCEPCION BATRES	2262	367	6	10	1876
USULUTAN	ESTANZUELAS	2223	306	4	15	1543
USULUTAN	OZATLAN	3042	377	7	20	1640
USULUTAN	TECAPAN	1896	256	2	14	1126
USULUTAN	SANTA MARIA	1777	634	9	22	1318
USULUTAN	JIQUILISCO	12955	1148	26	58	5293
USULUTAN	CALIFORNIA	493	52	1	3	501
CABAÑAS	SENSUNTEPEQUE	5615	2009	30	78	8602
CABAÑAS	TEJUTEPEQUE	1604	181	4	10	1433
CABAÑAS	DOLORES	842	278	2	10	1184
CABAÑAS	JUTIAPA	1479	225	27	4	1953
CABAÑAS	GUACOTECTI	1203	484	17	17	733
CABAÑAS	VICTORIA	2699	246	8	19	3026
CABAÑAS	CINQUERA	544	64	0	2	280
CABAÑAS	ILOBASCO	8332	4449	55	117	13686
CABAÑAS	SAN ISIDRO	1555	380	5	11	1720
SAN SALVADOR	AYUTUXTEPEQUE	8674	1536	54	62	6579
SAN SALVADOR	ILOPANGO	25405	6233	131	169	21285
SAN SALVADOR	AGUILARES	4348	970	16	48	4493
SAN SALVADOR	NEJAPA	6933	1842	34	80	3829
SAN SALVADOR	SANTIAGO TEXACUANGOS	3911	1018	20	28	4337
SAN SALVADOR	SOYAPANGO	66073	15752	393	485	50705
SAN SALVADOR	MEJICANOS	39951	8323	222	342	30128
SAN SALVADOR	PANCHIMALCO	8677	1375	47	82	8207
SAN SALVADOR	ROSARIO DE MORA	2570	485	13	29	2210
SAN SALVADOR	SAN MARTIN	17664	3930	80	141	15984
SAN SALVADOR	SAN SALVADOR	83875	18190	521	877	97421
SAN SALVADOR	TONACATEPEQUE	15447	3854	73	100	13176
SAN SALVADOR	EL PAISNAL	3423	542	10	17	1857
SAN SALVADOR	SANTO TOMAS	6248	1440	30	31	6067
SAN SALVADOR	APOPA	30030	7399	190	294	24179
SAN SALVADOR	SAN MARCOS	16471	3617	111	116	12755
SAN SALVADOR	CUSCATANCINGO	17978	3862	209	136	13605
SAN SALVADOR	GUAZAPA	5368	1149	24	33	3714
SAN SALVADOR	CIUDAD DELGADO	25190	5862	152	166	21006
AHUACHAPAN	GUAYMANGO	5324	1121	12	35	2675
AHUACHAPAN	SAN PEDRO PUXTLA	2405	571	6	8	1363
AHUACHAPAN	ATIQUIZAYA	7428	1503	33	58	5580
AHUACHAPAN	EL REFUGIO	1814	648	11	21	1986
AHUACHAPAN	TACUBA	6120	1794	24	48	3952
AHUACHAPAN	SAN FRANCISCO MENENDEZ	8005	1799	36	80	7054
AHUACHAPAN	APANECA	1633	392	1	10	2334
AHUACHAPAN	CONCEPCION DE ATACO	2804	426	9	31	3392
AHUACHAPAN	AHUACHAPAN	23995	8659	228	235	16190
AHUACHAPAN	JUJUTLA	5420	1341	17	65	3365
AHUACHAPAN	TURIN	1870	778	12	17	1431
AHUACHAPAN	SAN LORENZO	2066	437	11	15	1939
SAN VICENTE	SAN VICENTE	10266	3458	41	128	9253
SAN VICENTE	SANTA CLARA	1201	216	3	14	782
SAN VICENTE	TEPETITAN	1040	136	1	3	708
SAN VICENTE	SAN ILDEFONSO	2363	134	4	6	1070
SAN VICENTE	APASTEPEQUE	3378	2110	18	48	2628
SAN VICENTE	SAN ESTEBAN CATARINA	1898	303	2	8	599
SAN VICENTE	GUADALUPE	967	649	9	10	829
SAN VICENTE	TECOLUCA	6973	487	14	25	3061
SAN VICENTE	VERAPAZ	1798	205	5	4	1287
SAN VICENTE	SANTO DOMINGO	1229	350	7	12	1379
SAN VICENTE	SAN SEBASTIAN	3054	355	5	14	2941
SAN VICENTE	SAN LORENZO	1468	262	6	11	1070
SAN VICENTE	SAN CAYETANO ISTEPEQUE	1211	151	1	10	1146
MORAZAN	SAN CARLOS	1006	163	2	9	752
MORAZAN	PERQUIN	1125	142	2	12	889
MORAZAN	SAN SIMON	2931	537	14	20	1097
MORAZAN	TOROLA	874	257	2	14	299
MORAZAN	GUATAJIAGUA	2325	550	11	20	1551
MORAZAN	CHILANGA	1896	804	5	28	1343
MORAZAN	MEANGUERA	2686	139	1	9	586
MORAZAN	JOCORO	2875	301	7	12	2007
MORAZAN	ARAMBALA	1159	122	3	8	596
MORAZAN	CACAOPERA	2886	554	11	40	1213
MORAZAN	YAMABAL	680	168	6	8	651
MORAZAN	SENSEMBRA	435	64	2	2	434
MORAZAN	GUALOCOCTI	995	157	4	11	589
MORAZAN	JOCOAITIQUE	1325	61	1	3	519
MORAZAN	YOLOAIQUIN	740	96	0	7	840
MORAZAN	CORINTO	2611	344	8	36	2359
MORAZAN	SAN FERNANDO	467	176	3	6	272
MORAZAN	SOCIEDAD	2822	201	10	23	1433
MORAZAN	JOATECA	753	217	6	25	770
MORAZAN	EL ROSARIO	405	168	2	5	257
MORAZAN	SAN ISIDRO	768	190	5	10	360
MORAZAN	EL DIVISADERO	2099	196	6	14	1195
MORAZAN	SAN FRANCISCO GOTERA	4611	1013	19	47	3993
MORAZAN	OSICALA	1688	497	11	31	1614
MORAZAN	DELICIAS DE CONCEPCION	880	368	2	13	1042
MORAZAN	LOLOTIQUILLO	1060	141	3	9	865
CUSCATLAN	EL ROSARIO	552	270	4	4	999
CUSCATLAN	TENANCINGO	1706	246	6	20	1119
CUSCATLAN	MONTE SAN JUAN	1630	1324	17	35	1787
CUSCATLAN	SANTA CRUZ MICHAPA	2289	1119	23	25	1879
CUSCATLAN	ORATORIO DE CONCEPCION	633	254	8	6	755
CUSCATLAN	SAN BARTOLOME PERULAPIA	2246	344	6	6	1641
CUSCATLAN	EL CARMEN	2556	874	7	14	2955
CUSCATLAN	SAN JOSE GUAYABAL	1799	568	8	33	2166
CUSCATLAN	SAN CRISTOBAL	1879	458	15	10	1878
CUSCATLAN	SUCHITOTO	8516	506	10	32	2776
CUSCATLAN	SAN RAMON	1352	325	8	10	1472
CUSCATLAN	SAN PEDRO PERULAPAN	9885	2986	100	73	9274
CUSCATLAN	CANDELARIA	1499	1150	13	19	2089
CUSCATLAN	SANTA CRUZ ANALQUITO	403	243	2	11	551
CUSCATLAN	SAN RAFAEL CEDROS	3287	795	15	21	3617
CUSCATLAN	COJUTEPEQUE	10187	3794	82	93	11065
SANTA ANA	SAN ANTONIO PAJONAL	505	144	2	2	708
SANTA ANA	COATEPEQUE	5304	2256	41	79	4948
SANTA ANA	EL CONGO	4654	1710	38	74	4348
SANTA ANA	CANDELARIA DE LA FRONTERA	2934	1731	37	55	4464
SANTA ANA	EL PORVENIR	1579	793	17	21	1240
SANTA ANA	SANTIAGO DE LA FRONTERA	784	174	4	12	1501
SANTA ANA	MASAHUAT	421	524	11	19	488
SANTA ANA	TEXISTEPEQUE	2811	1394	25	48	3066
SANTA ANA	METAPAN	9501	3533	71	193	10608
SANTA ANA	SANTA ROSA GUACHIPILIN	367	225	5	10	1138
SANTA ANA	SANTA ANA	56888	15778	354	487	38168
SANTA ANA	CHALCHUAPA	13881	3380	120	163	13194
SANTA ANA	SAN SEBASTIAN SALITRILLO	3601	952	24	36	2878
SONSONATE	CALUCO	2363	626	8	13	1410
SONSONATE	SAN JULIAN	4164	880	17	39	2704
SONSONATE	SANTO DOMINGO DE GUZMAN	1508	417	7	20	1165
SONSONATE	SAN ANTONIO DEL MONTE	6458	2011	25	42	2260
SONSONATE	NAHUIZALCO	14178	2248	36	63	4715
SONSONATE	ACAJUTLA	13557	2340	58	97	5000
SONSONATE	CUISNAHUAT	2343	823	15	19	1193
SONSONATE	ARMENIA	6553	1683	27	62	6584
SONSONATE	SALCOATITAN	1460	525	12	13	925
SONSONATE	SONSONATE	18172	5360	80	135	10479
SONSONATE	SANTA CATARINA MASAHUAT	2882	549	8	27	893
SONSONATE	SANTA ISABEL ISHUATAN	1582	593	8	19	1776
SONSONATE	NAHUILINGO	2449	536	8	14	1267
SONSONATE	JUAYUA	5703	2382	30	62	3109
SONSONATE	IZALCO	14621	4226	81	110	11744
SONSONATE	SONZACATE	6141	2002	32	41	3923
LA UNION	PASAQUINA	3653	606	11	44	2495
LA UNION	POLOROS	1439	163	4	25	1565
LA UNION	NUEVA ESPARTA	1882	283	12	39	1441
LA UNION	CONCHAGUA	7424	1119	29	61	4507
LA UNION	EL SAUCE	1249	155	4	13	1574
LA UNION	LISLIQUE	1427	184	8	25	2043
LA UNION	ANAMOROS	2919	339	14	34	2685
LA UNION	SANTA ROSA DE LIMA	6896	1018	19	49	5220
LA UNION	BOLIVAR	832	237	6	9	835
LA UNION	YAYANTIQUE	1451	328	10	25	706
LA UNION	EL CARMEN	2757	592	5	22	1428
LA UNION	SAN ALEJO	4044	378	16	24	2322
LA UNION	SAN JOSE LAS FUENTES	506	134	5	7	462
LA UNION	CONCEPCION DE ORIENTE	1221	48	7	20	1556
LA UNION	LA UNION	7607	1489	29	80	4695
LA UNION	YUCUAIQUIN	1683	90	3	7	1453
LA UNION	MEANGUERA DEL GOLFO	249	109	1	3	578
LA UNION	INTIPUCA	1522	118	7	13	859
LA PAZ	SAN EMIGDIO	567	134	3	2	694
LA PAZ	CUYULTITAN	1223	265	5	7	1144
LA PAZ	SAN LUIS LA HERRADURA	4190	842	15	33	3103
LA PAZ	SAN RAFAEL OBRAJUELO	2390	367	8	15	1472
LA PAZ	SANTIAGO NONUALCO	8702	2158	40	80	5246
LA PAZ	TAPALHUACA	931	133	2	1	842
LA PAZ	SANTA MARIA OSTUMA	1086	377	8	23	1221
LA PAZ	SAN LUIS TALPA	4631	1592	23	48	3188
LA PAZ	SAN JUAN TEPEZONTES	699	273	10	2	803
LA PAZ	SAN ANTONIO MASAHUAT	1038	106	3	2	1091
LA PAZ	SAN FRANCISCO CHINAMECA	1014	344	2	8	1805
LA PAZ	PARAISO DE OSORIO	495	289	9	6	676
LA PAZ	ZACATECOLUCA	14640	3030	63	111	10949
LA PAZ	SAN PEDRO MASAHUAT	6077	667	27	38	3626
LA PAZ	SAN JUAN TALPA	1487	392	8	13	1519
LA PAZ	EL ROSARIO	3698	606	10	25	2551
LA PAZ	SAN MIGUEL TEPEZONTES	1329	172	4	5	1180
LA PAZ	SAN PEDRO NONUALCO	1799	390	6	11	1774
LA PAZ	SAN JUAN NONUALCO	4140	557	12	16	2702
LA PAZ	MERCEDES LA CEIBA	187	39	1	1	528
LA PAZ	JERUSALEN	840	49	0	0	584
LA PAZ	OLOCUILTA	5965	1556	21	46	5453
	<?php
	//$addresses = array($_GET['address']);
	$language = (isset($_GET['language']) ? $_GET['language'] : 'es') ;
	$region = (isset($_GET['region']) ? $_GET['region'] : 'sv') ;

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


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

	$address = $row[1] . ', ' . $row[0];
	//print_r($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');
	$town_obj = g_find_type($obj,'locality');
	//$country_obj = g_find_type($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['town'] = $town_obj->long_name;
	$out['kraj'] = $kraj_obj->long_name;

	fputcsv($fout,$out);
	echo $row[0].$row[1]."<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;
	}
	province town Salvador Sánchez Cerén (FMLN) Elias Antonio Saca Gonzalez (Unidad) José Oscar Morales Lemus (FPS) René Alcidez Rodriguez Hurtado (PSP) Norman Noel Quijano González (ARENA) lat lng town province
	SAN MIGUEL SAN MIGUEL 52942 10922 189 405 24013 13.47321 -88.176987 San Miguel San Miguel
	SAN MIGUEL SAN RAFAEL ORIENTE 3510 665 7 32 1664 13.376918 -88.352604 San Rafael Oriente San Miguel
	SAN MIGUEL SAN JORGE 2309 175 5 8 2207 13.41337 -88.339539 San Jorge San Miguel
	SAN MIGUEL SAN ANTONIO DEL MOSCO 1397 36 2 5 1330 13.389411 -88.028991 San Antonio San Miguel
	SAN MIGUEL LOLOTIQUE 3887 809 13 15 1169 13.5570718 -88.3494328 Lolotique San Miguel
	SAN MIGUEL CHIRILAGUA 4413 379 10 30 2841 13.220278 -88.138611 Chirilagua San Miguel
	SAN MIGUEL NUEVA GUADALUPE 2351 360 7 12 703 13.5333333 -88.35 Nueva Guadalupe San Miguel
	SAN MIGUEL SAN LUIS DE LA REINA 1192 67 1 5 1022 13.812131 -88.346671 San Luis de la Reina San Miguel
	SAN MIGUEL EL TRANSITO 4219 359 8 21 3373 13.35 -88.35 El Transito San Miguel
	SAN MIGUEL CIUDAD BARRIOS 5577 694 13 49 3214 13.762926 -88.270163 Ciudad Barrios San Miguel
	SAN MIGUEL SAN GERARDO 1506 41 1 5 1369 13.808486 -88.409066 San Gerardo San Miguel
	SAN MIGUEL CHINAMECA 5227 616 17 35 4133 13.5122699 -88.3506468 Chinameca San Miguel
	SAN MIGUEL MONCAGUA 6254 709 7 24 2284 13.529204 -88.255435 Moncagua San Miguel
	SAN MIGUEL COMACARAN 1137 72 1 5 540 13.529289 -88.066954 Comacarán San Miguel
	SAN MIGUEL ULUAZAPA 888 97 0 3 542 13.50245 -88.069847 Uluazapa San Miguel
	SAN MIGUEL CHAPELTIQUE 2808 174 7 26 1056 13.63601 -88.26358 Chapeltique San Miguel
	SAN MIGUEL SESORI 2261 227 10 23 1159 13.71702 -88.36026 Sesori San Miguel
	SAN MIGUEL NUEVO EDEN DE SAN JUAN 852 75 2 4 725 13.8242243 -88.485189 Nuevo Edén de San Juan San Miguel
	SAN MIGUEL QUELEPA 1732 126 0 7 956 13.5215874 -88.2327303 Quelepa San Miguel
	SAN MIGUEL CAROLINA 1867 79 2 10 1636 13.8462374 -88.3057061 Carolina San Miguel
	LA LIBERTAD ZARAGOZA 4665 1570 38 33 4131 13.589754 -89.288771 Zaragoza La Libertad
	LA LIBERTAD CIUDAD ARCE 12399 3380 86 101 8837 13.8536285 -89.4535357 Ciudad Arce La Libertad
	LA LIBERTAD LA LIBERTAD 9487 2174 42 99 6205 13.4856 -89.325737 La Libertad La Libertad
	LA LIBERTAD HUIZUCAR 2324 472 15 14 2398 13.5902564 -89.2360234 Huizúcar La Libertad
	LA LIBERTAD QUEZALTEPEQUE 13598 3062 86 102 8192 13.8333333 -89.2666667 Quezaltepeque La Libertad
	LA LIBERTAD TALNIQUE 1299 436 5 20 1224 13.6666865 -89.4085891 Talnique La Libertad
	LA LIBERTAD COMASAGUA 2643 375 7 31 2168 13.6369401 -89.3760304 Comasagua La Libertad
	LA LIBERTAD SACACOYO 2997 620 12 37 3080 13.7326971 -89.470673 Sacacoyo La Libertad
	LA LIBERTAD SANTA TECLA 30094 8136 308 300 33687 13.6833333 -89.2833333 Nueva San Salvador La Libertad
	LA LIBERTAD SAN JUAN OPICO 14891 3865 95 156 10548 13.874636 -89.359353 San Juan Opico La Libertad
	LA LIBERTAD COLON 19888 6191 171 194 18106 13.707793 -89.3487791 Colón La Libertad
	LA LIBERTAD ANTIGUO CUSCATLAN 6647 1990 56 78 13431 13.6640938 -89.2514718 La Libertad
	LA LIBERTAD TAMANIQUE 2255 510 12 67 2652 13.5965323 -89.4186473 Tamanique La Libertad
	LA LIBERTAD TEPECOYO 2480 622 17 37 1737 13.7002778 -89.4677778 Tepecoyo La Libertad
	LA LIBERTAD SAN PABLO TACACHICO 4298 459 9 25 4025 13.97263 -89.339401 San Pablo Tacachico La Libertad
	LA LIBERTAD SAN JOSE VILLANUEVA 3041 869 19 32 2634 13.57342 -89.2658469 San José Villanueva La Libertad
	LA LIBERTAD JICALAPA 883 353 10 15 1521 13.569964 -89.5078768 Jicalapa La Libertad
	LA LIBERTAD NUEVO CUSCATLAN 2382 435 10 29 2800 13.65 -89.2666667 Nuevo Cuscatlan La Libertad
	LA LIBERTAD CHILTIUPAN 2003 257 11 8 2622 13.589497 -89.467687 Chiltiupán La Libertad
	LA LIBERTAD JAYAQUE 2852 502 15 29 2361 13.6732694 -89.4387562 Jayaque La Libertad
	LA LIBERTAD SAN MATIAS 1692 259 6 10 1196 13.884904 -89.315368 San Matías La Libertad
	LA LIBERTAD TEOTEPEQUE 1470 533 12 23 2378 13.5852778 -89.5183333 Teotepeque La Libertad
	CHALATENANGO SAN LUIS DEL CARMEN 222 81 0 4 276 13.958431 -88.970614 San Luis del Carmen Chalatenango
	CHALATENANGO CHALATENANGO 7011 1648 22 65 6698 14.0333333 -88.9333333 Chalatenango Chalatenango
	CHALATENANGO SAN JOSE CANCASQUE 534 55 2 3 342 13.9740684 -88.8515028 San José Cancasque Chalatenango
	CHALATENANGO TEJUTLA 2768 736 15 26 2532 14.1696312 -89.1026858 Tejutla Chalatenango
	CHALATENANGO LA REINA 1581 374 18 20 1725 14.1959529 -89.1503566 La Reina Chalatenango
	CHALATENANGO ARCATAO 1043 99 0 4 387 14.0938889 -88.7494444 Arcatao Chalatenango
	CHALATENANGO SAN FRANCISCO LEMPA 255 36 0 0 222 13.9725525 -89.0017985 San Francisco Lempa Chalatenango
	CHALATENANGO AGUA CALIENTE 1343 525 7 31 1422 14.18652 -89.2223659 AGUA CALIENTE Chalatenango
	CHALATENANGO LA PALMA 2742 278 3 14 2772 14.31821 -89.168297 La Palma Chalatenango
	CHALATENANGO SANTA RITA 913 187 3 6 1050 14.1285819 -89.0047868 Santa Rita Chalatenango
	CHALATENANGO LAS FLORES 921 10 0 1 21 14.0501734 -88.8377035 San José Las Flores Chalatenango
	CHALATENANGO CONCEPCION QUEZALTEPEQUE 1553 226 8 8 1535 14.089184 -88.9581432 Concepción Quezaltepeque Chalatenango
	CHALATENANGO EL CARRIZAL 748 91 2 5 507 14.1768739 -88.9204311 El Carrizal Chalatenango
	CHALATENANGO NOMBRE DE JESUS 1426 96 2 6 676 14.0082761 -88.7289492 Nombre de Jesús Chalatenango
	CHALATENANGO OJOS DE AGUA 631 247 4 6 772 14.1803778 -88.8922742 Ojos de Agua Chalatenango
	CHALATENANGO SAN MIGUEL DE MERCEDES 452 578 4 7 312 14.0092855 -88.9401893 San Miguel de Mercedes Chalatenango
	CHALATENANGO SAN FRANCISCO MORAZAN 951 144 3 2 614 14.1833333 -89.05 San Francisco Morazán Chalatenango
	CHALATENANGO POTONICO 547 50 1 0 425 13.9655539 -88.8922742 Potonico Chalatenango
	CHALATENANGO EL PARAISO 1880 865 7 31 1976 14.1070716 -89.0728633 El Paraíso Chalatenango
	CHALATENANGO LA LAGUNA 813 166 4 4 1147 14.1631729 -88.9425836 La Laguna Chalatenango
	CHALATENANGO SAN RAFAEL 847 433 7 19 844 14.1359255 -89.0251022 San Rafael Chalatenango
	CHALATENANGO NUEVA CONCEPCION 6113 1147 23 45 6317 14.12458 -89.293171 Nueva Concepción Chalatenango
	CHALATENANGO SAN ISIDRO LABRADOR 297 14 1 1 31 14.0095669 -88.8425038 San Isidro Labrador Chalatenango
	CHALATENANGO AZACUALPA 296 36 0 1 323 13.9891678 -88.9856574 Azacualpa Chalatenango
	CHALATENANGO SAN FERNANDO 505 81 0 7 564 14.3081093 -89.02331 San Fernando Chalatenango
	CHALATENANGO COMALAPA 872 131 3 6 975 14.1378221 -88.9575449 Comalapa Chalatenango
	CHALATENANGO SAN ANTONIO LOS RANCHOS 554 44 1 1 18 14.0061818 -88.8946713 San Antonio Los Ranchos Chalatenango
	CHALATENANGO SAN ANTONIO DE LA CRUZ 492 63 1 3 384 14.0151198 -88.7908717 San Antonio de La Cruz Chalatenango
	CHALATENANGO LAS VUELTAS 837 25 0 0 95 14.0939595 -88.8892777 Las Vueltas Chalatenango
	CHALATENANGO CITALA 916 86 1 4 1287 14.3764417 -89.2146237 Citala Chalatenango
	CHALATENANGO DULCE NOMBRE DE MARIA 946 409 8 13 1120 14.151691 -89.010685 Dulce Nombre de María Chalatenango
	CHALATENANGO NUEVA TRINIDAD 849 44 1 1 146 14.0731548 -88.7884686 Nueva Trinidad Chalatenango
	CHALATENANGO SAN IGNACIO 1975 125 5 8 2039 14.3384961 -89.1765517 San Ignacio Chalatenango
	USULUTAN SANTA ELENA 3351 1267 16 25 2175 13.3797782 -88.4137279 Santa Elena Usulután
	USULUTAN NUEVA GRANADA 1599 188 5 16 1305 13.6 -88.45 Nueva Granada Usulután
	USULUTAN ALEGRIA 3076 369 11 17 1357 13.5073403 -88.4863991 Alegría Usulután
	USULUTAN JUCUAPA 3956 477 15 20 3051 13.5166667 -88.3833333 Jucuapa Usulután
	USULUTAN BERLIN 4326 739 16 41 2571 13.494353 -88.530402 Berlín Usulután
	USULUTAN EREGUAYQUIN 1218 249 8 13 1087 13.35 -88.3833333 Ereguayquin Usulután
	USULUTAN PUERTO EL TRIUNFO 3448 550 11 14 1984 13.2833333 -88.55 Puerto El Triunfo Usulután
	USULUTAN JUCUARAN 2981 301 12 32 1453 13.25115 -88.244904 Jucuarán Usulután
	USULUTAN SAN FRANCISCO JAVIER 1622 171 4 12 931 13.417486 -88.573121 San Francisco Javier Usulután
	USULUTAN SAN BUENAVENTURA 1324 118 4 2 846 13.5399448 -88.383412 San Buenaventura Usulután
	USULUTAN MERCEDES UMAÑA 3176 245 6 19 2130 13.5666667 -88.5 M
	<!DOCTYPE html>
	<html>
	<head>
	<title>Presidential Election, El Salvador 2014, 1st 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;
	}
	.leaflet-tile-pane {
	opacity: .3
	}


	</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 Election, El Salvador 2014, 1st 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:#800">Salvador Sánchez Cerén (FMLN)</span> vs. <span style="color:#008">Norman Noel Quijano González (ARENA)</span> (99 % of votes counted)

	</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([13.68,-88.78], 9);
	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( "sv_2014_1_ring.json", function (data) {
	$.each(data, function (index, value) {
	sum = 0;
	descr = '';
	$.each(value['person'], function (i,d) {
	sum = sum + parseInt(d['population']);
	descr += d['name'] + " (" + d['population'] + ")<br>";
	})
	circle = L.circle(
	[value.coordinates[0], value.coordinates[1]],
	Math.sqrt(sum*600),
	{
	color: values2color(value['winner']),
	fillColor: values2color(value['winner']),
	fillOpacity: 2*(Math.max(parseInt(value.person.p6.population),parseInt(value.person.p9.population)) / (parseInt(value.person.p6.population)+parseInt(value.person.p9.population))-0.5),
	//fillOpacity: .8,
	weight: 0.1,
	//className: value.classname, //this does not seem to work, so hacked by class2color
	}).addTo(map);


	circle.bindPopup("<strong>" + value.name + "</strong><br>" + "<strong>" + value.winner + '</strong><br>' + descr);
	});
	});

	function values2color(w) {
	if (w == 'Salvador Sánchez Cerén (FMLN)') return '#f00';
	if (w == 'Norman Noel Quijano González (ARENA)') return '#00f';
	}

	</script>

	<script>
	(function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]\|\|function(){
	(i[r].q=i[r].q\|\|[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
	m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
	})(window,document,'script','//www.google-analytics.com/analytics.js','ga');

	ga('create', 'UA-8592359-13', 'ocks.org');
	ga('send', 'pageview');

	</script>

	</body>
	</html>
	# -- coding: utf-8 --

	import csv
	import requests
	from lxml import html
	import copy

	outfile = open('data.csv', 'w')
	outwriter = csv.writer(outfile, quoting=csv.QUOTE_NONNUMERIC)

	def scrape(url,level,names,domain,outwriter):
	page = requests.get(url)
	domtree = html.fromstring(page.text)

	if (level == 4):
	trs = domtree.xpath('//table[@id="TVOTOS"]/tbody/tr');
	trs.pop(0)
	for item in trs:
	title = item.xpath('th/@title')[0].strip()
	n = names[:]
	n.append(title.encode('utf-8','ignore'))
	tds = item.xpath('td')
	tds.pop(0)
	res = []
	#print tds
	for it in tds:
	res.append(it.xpath('text()')[0].replace(",",""))
	out = n+res
	#print out
	outwriter.writerow(out)
	#raise Exception('wwe')


	else:
	ths = domtree.xpath('//table[@id="TVOTOS"]/tbody/tr/th');
	ths.pop(0)
	for item in ths:
	title = item.xpath('@title')[0].strip()
	link = item.xpath('a/@href')[0].lstrip('.').lstrip('/')
	print names
	n = names[:]
	print n
	print title
	n.append(title.encode('utf-8','ignore'))
	print n
	scrape (domain + link, level + 1, n, domain,outwriter)
	# print item
	#raise Exception('www')

	#scrape("http://elecciones2014.tse.gob.sv/resultados/99/DPR999999.htm",1)

	domain = "http://elecciones2014.tse.gob.sv/resultados/"
	scrape("http://localhost/michal/dev/sv2014/DPR999999.htm",1,['Total nacional'],domain,outwriter)