Folium map markers and zipfile

Folium_markers

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Mapping largest cities\n",
    "## Experiments with folium, zipfile and pandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import zipfile, requests, codecs\n",
    "from io import BytesIO\n",
    "import pandas as pd\n",
    "import folium\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get online data from Census gazeteer\n",
    "\n",
    "https://www.census.gov/geo/maps-data/data/gazetteer2010.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "url = 'http://www2.census.gov/geo/docs/maps-data/data/gazetteer/Gaz_places_national.zip'\n",
    "r = requests.get(url)\n",
    "z = zipfile.ZipFile(BytesIO(r.content))\n",
    "z.extractall()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There is just one file in this zipfile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Gaz_places_national.txt'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "filename = z.namelist()[0]\n",
    "filename"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I was getting an encoding error trying to read this file into a pandas dataframe. The following makes sure the file is encoded in utf-8."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "file = codecs.open(filename, \"r\",encoding='utf-8', errors='ignore')\n",
    "df = pd.read_table(file, sep = '\\t')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some column names might have whitespace in them, so strip those out."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "df = df.rename(columns=lambda x: x.strip())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['USPS', 'GEOID', 'ANSICODE', 'NAME', 'LSAD', 'FUNCSTAT', 'POP10',\n",
       "       'HU10', 'ALAND', 'AWATER', 'ALAND_SQMI', 'AWATER_SQMI', 'INTPTLAT',\n",
       "       'INTPTLONG'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 29514 cities and towns in this database.\n"
     ]
    }
   ],
   "source": [
    "print('There are',len(df),'cities and towns in this database.')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's get just the cities with > 250K population.  Then we'll display a map of the USA with a marker for each of those cities using Folium."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "big250 = df[['NAME', 'POP10', 'INTPTLAT', 'INTPTLONG']][df.POP10>250000].sort_values('POP10', ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
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                var html_198a04b2ee864ac0a87e9feeea719b94 = $('<div id="html_198a04b2ee864ac0a87e9feeea719b94" style="width: 100.0%; height: 100.0%;">Fort Worth city pop:741206</div>')[0];
                popup_b69bc04d061d434bbfbeb006c6927be3.setContent(html_198a04b2ee864ac0a87e9feeea719b94);
            

            marker_118fd6ed3ed343f2bb89e045cbc4d15b.bindPopup(popup_b69bc04d061d434bbfbeb006c6927be3);

            
        
    

            var marker_ffa44524fc8e48c7a86186c727a762f6 = L.marker(
                [35.208707000000004,-80.83073900000001],
                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_ce5062a481a44bc2923d57308c030e14 = L.popup({maxWidth: '300'});

            
                var html_7f6b66ab9dda4700b2d4b8610ad6691b = $('<div id="html_7f6b66ab9dda4700b2d4b8610ad6691b" style="width: 100.0%; height: 100.0%;">Charlotte city pop:731424</div>')[0];
                popup_ce5062a481a44bc2923d57308c030e14.setContent(html_7f6b66ab9dda4700b2d4b8610ad6691b);
            

            marker_ffa44524fc8e48c7a86186c727a762f6.bindPopup(popup_ce5062a481a44bc2923d57308c030e14);

            
        
    

            var marker_0d10bc4016a24c88a28b06a262cdc5d5 = L.marker(
                [42.383037,-83.102237],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_be7755815fd444f0a6b33e562646da01 = L.popup({maxWidth: '300'});

            
                var html_82c0c391aaad4a6db8f1a859e6969659 = $('<div id="html_82c0c391aaad4a6db8f1a859e6969659" style="width: 100.0%; height: 100.0%;">Detroit city pop:713777</div>')[0];
                popup_be7755815fd444f0a6b33e562646da01.setContent(html_82c0c391aaad4a6db8f1a859e6969659);
            

            marker_0d10bc4016a24c88a28b06a262cdc5d5.bindPopup(popup_be7755815fd444f0a6b33e562646da01);

            
        
    

            var marker_98e4d309a4344dcab6d4bf843ddec31d = L.marker(
                [31.848359999999996,-106.426979],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_043d265a57454e91ad1e9ff3ef146387 = L.popup({maxWidth: '300'});

            
                var html_d8146a97452a4ed78052956209352068 = $('<div id="html_d8146a97452a4ed78052956209352068" style="width: 100.0%; height: 100.0%;">El Paso city pop:649121</div>')[0];
                popup_043d265a57454e91ad1e9ff3ef146387.setContent(html_d8146a97452a4ed78052956209352068);
            

            marker_98e4d309a4344dcab6d4bf843ddec31d.bindPopup(popup_043d265a57454e91ad1e9ff3ef146387);

            
        
    

            var marker_2a8f7935c3f0475295d0b4b5af625d8a = L.marker(
                [35.103543,-89.978498],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_1131b64aed1c482788707cb4fddb1fd6 = L.popup({maxWidth: '300'});

            
                var html_80e0304ee0114196b07e25c69dc8c016 = $('<div id="html_80e0304ee0114196b07e25c69dc8c016" style="width: 100.0%; height: 100.0%;">Memphis city pop:646889</div>')[0];
                popup_1131b64aed1c482788707cb4fddb1fd6.setContent(html_80e0304ee0114196b07e25c69dc8c016);
            

            marker_2a8f7935c3f0475295d0b4b5af625d8a.bindPopup(popup_1131b64aed1c482788707cb4fddb1fd6);

            
        
    

            var marker_4c9de37c07924f8c8796099be0f71b00 = L.marker(
                [39.300213,-76.610516],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_db9f4e39ef73484da14ca0b83e89d91f = L.popup({maxWidth: '300'});

            
                var html_35f25b1637bd49b1af8795db2ea49e0b = $('<div id="html_35f25b1637bd49b1af8795db2ea49e0b" style="width: 100.0%; height: 100.0%;">Baltimore city pop:620961</div>')[0];
                popup_db9f4e39ef73484da14ca0b83e89d91f.setContent(html_35f25b1637bd49b1af8795db2ea49e0b);
            

            marker_4c9de37c07924f8c8796099be0f71b00.bindPopup(popup_db9f4e39ef73484da14ca0b83e89d91f);

            
        
    

            var marker_f3b8c2fedd9e4fc69b38098b5c4a731b = L.marker(
                [42.331959999999995,-71.020173],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_5ed5870e1ef94998b08daa4a739cfe18 = L.popup({maxWidth: '300'});

            
                var html_daf7a17e02544ba08a6f2b281453c34c = $('<div id="html_daf7a17e02544ba08a6f2b281453c34c" style="width: 100.0%; height: 100.0%;">Boston city pop:617594</div>')[0];
                popup_5ed5870e1ef94998b08daa4a739cfe18.setContent(html_daf7a17e02544ba08a6f2b281453c34c);
            

            marker_f3b8c2fedd9e4fc69b38098b5c4a731b.bindPopup(popup_5ed5870e1ef94998b08daa4a739cfe18);

            
        
    

            var marker_dbf3e01e7c554fd9bfe6634c40efc7de = L.marker(
                [47.620499,-122.350876],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_4e66f2cdef4c49159da760a4dcaa243c = L.popup({maxWidth: '300'});

            
                var html_efd23eb12a744c8bb94c89636dcaacde = $('<div id="html_efd23eb12a744c8bb94c89636dcaacde" style="width: 100.0%; height: 100.0%;">Seattle city pop:608660</div>')[0];
                popup_4e66f2cdef4c49159da760a4dcaa243c.setContent(html_efd23eb12a744c8bb94c89636dcaacde);
            

            marker_dbf3e01e7c554fd9bfe6634c40efc7de.bindPopup(popup_4e66f2cdef4c49159da760a4dcaa243c);

            
        
    

            var marker_ca6fc6b767bd4ed9b4315c503ded4b17 = L.marker(
                [38.904149,-77.017094],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_484499707ee8407f9040140f5c53cba2 = L.popup({maxWidth: '300'});

            
                var html_bc31062b2d8d45459f014ee617639719 = $('<div id="html_bc31062b2d8d45459f014ee617639719" style="width: 100.0%; height: 100.0%;">Washington city pop:601723</div>')[0];
                popup_484499707ee8407f9040140f5c53cba2.setContent(html_bc31062b2d8d45459f014ee617639719);
            

            marker_ca6fc6b767bd4ed9b4315c503ded4b17.bindPopup(popup_484499707ee8407f9040140f5c53cba2);

            
        
    

            var marker_7190702182ee4f00a624eda66dae52db = L.marker(
                [36.1718,-86.785002],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_da72b14bd6bc4ace99b4f764ef3a56c7 = L.popup({maxWidth: '300'});

            
                var html_cfec190e89b849c2b4c24f0b63a0f19f = $('<div id="html_cfec190e89b849c2b4c24f0b63a0f19f" style="width: 100.0%; height: 100.0%;">Nashville-Davidson metropolitan government (balance) pop:601222</div>')[0];
                popup_da72b14bd6bc4ace99b4f764ef3a56c7.setContent(html_cfec190e89b849c2b4c24f0b63a0f19f);
            

            marker_7190702182ee4f00a624eda66dae52db.bindPopup(popup_da72b14bd6bc4ace99b4f764ef3a56c7);

            
        
    

            var marker_61adea48ebe9430f822f42cb60037fa6 = L.marker(
                [39.761849,-104.880625],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c7fc5b29eaa64553a5e3ad864b390b96 = L.popup({maxWidth: '300'});

            
                var html_8e01e693aafa40bfa0ef3ac26e6b36cd = $('<div id="html_8e01e693aafa40bfa0ef3ac26e6b36cd" style="width: 100.0%; height: 100.0%;">Denver city pop:600158</div>')[0];
                popup_c7fc5b29eaa64553a5e3ad864b390b96.setContent(html_8e01e693aafa40bfa0ef3ac26e6b36cd);
            

            marker_61adea48ebe9430f822f42cb60037fa6.bindPopup(popup_c7fc5b29eaa64553a5e3ad864b390b96);

            
        
    

            var marker_418881dae7854091987c120f09451cab = L.marker(
                [38.178077,-85.666708],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_d1bedfc763934d85a102ca37fad0c678 = L.popup({maxWidth: '300'});

            
                var html_4c7e5fef5b6b4e11b09f93e36a4eceac = $('<div id="html_4c7e5fef5b6b4e11b09f93e36a4eceac" style="width: 100.0%; height: 100.0%;">Louisville/Jefferson County metro government (balance) pop:597337</div>')[0];
                popup_d1bedfc763934d85a102ca37fad0c678.setContent(html_4c7e5fef5b6b4e11b09f93e36a4eceac);
            

            marker_418881dae7854091987c120f09451cab.bindPopup(popup_d1bedfc763934d85a102ca37fad0c678);

            
        
    

            var marker_ad69eb57956c48df962c5e06be39d411 = L.marker(
                [43.063348,-87.966695],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_2d70906b1d6c41a09049b7de93299b2c = L.popup({maxWidth: '300'});

            
                var html_751d5d455a2141099c7057bb5fe5f947 = $('<div id="html_751d5d455a2141099c7057bb5fe5f947" style="width: 100.0%; height: 100.0%;">Milwaukee city pop:594833</div>')[0];
                popup_2d70906b1d6c41a09049b7de93299b2c.setContent(html_751d5d455a2141099c7057bb5fe5f947);
            

            marker_ad69eb57956c48df962c5e06be39d411.bindPopup(popup_2d70906b1d6c41a09049b7de93299b2c);

            
        
    

            var marker_d9cf1533a38647e2a9b96ec14daab4b8 = L.marker(
                [45.536951,-122.649971],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_f119d114617f4367b8f42799aa988f4b = L.popup({maxWidth: '300'});

            
                var html_a9bbde1d9aa8439eae03c611188aa531 = $('<div id="html_a9bbde1d9aa8439eae03c611188aa531" style="width: 100.0%; height: 100.0%;">Portland city pop:583776</div>')[0];
                popup_f119d114617f4367b8f42799aa988f4b.setContent(html_a9bbde1d9aa8439eae03c611188aa531);
            

            marker_d9cf1533a38647e2a9b96ec14daab4b8.bindPopup(popup_f119d114617f4367b8f42799aa988f4b);

            
        
    

            var marker_425f82a433a0462c8fc5a1e1923de0cf = L.marker(
                [36.227712,-115.264045],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_bf3c2844ce65457da73750ceb1976234 = L.popup({maxWidth: '300'});

            
                var html_53a27e509f8849dcb62b5616251ea54d = $('<div id="html_53a27e509f8849dcb62b5616251ea54d" style="width: 100.0%; height: 100.0%;">Las Vegas city pop:583756</div>')[0];
                popup_bf3c2844ce65457da73750ceb1976234.setContent(html_53a27e509f8849dcb62b5616251ea54d);
            

            marker_425f82a433a0462c8fc5a1e1923de0cf.bindPopup(popup_bf3c2844ce65457da73750ceb1976234);

            
        
    

            var marker_15a92478f4f540a18871f6fc1dd1f8b1 = L.marker(
                [35.467079,-97.513657],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_eb1794d9710d4519a06dd9ba7a9ee9e4 = L.popup({maxWidth: '300'});

            
                var html_b6fa1c193390473580e613cce8de83ad = $('<div id="html_b6fa1c193390473580e613cce8de83ad" style="width: 100.0%; height: 100.0%;">Oklahoma City city pop:579999</div>')[0];
                popup_eb1794d9710d4519a06dd9ba7a9ee9e4.setContent(html_b6fa1c193390473580e613cce8de83ad);
            

            marker_15a92478f4f540a18871f6fc1dd1f8b1.bindPopup(popup_eb1794d9710d4519a06dd9ba7a9ee9e4);

            
        
    

            var marker_f4721db075424e20856983caaf220c40 = L.marker(
                [35.105552,-106.64738799999999],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_df6a7e9328e24952a0c7ca63beddfd39 = L.popup({maxWidth: '300'});

            
                var html_031f7a1c0e9144b9afc7d0a801e74709 = $('<div id="html_031f7a1c0e9144b9afc7d0a801e74709" style="width: 100.0%; height: 100.0%;">Albuquerque city pop:545852</div>')[0];
                popup_df6a7e9328e24952a0c7ca63beddfd39.setContent(html_031f7a1c0e9144b9afc7d0a801e74709);
            

            marker_f4721db075424e20856983caaf220c40.bindPopup(popup_df6a7e9328e24952a0c7ca63beddfd39);

            
        
    

            var marker_924143dfadc2401982b9b1c658ae8c37 = L.marker(
                [32.154289,-110.87106200000001],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_6aadd8dcb2c74f88934bffe2d40a14c9 = L.popup({maxWidth: '300'});

            
                var html_7687d30ba02e49e8a4443622fa3daca5 = $('<div id="html_7687d30ba02e49e8a4443622fa3daca5" style="width: 100.0%; height: 100.0%;">Tucson city pop:520116</div>')[0];
                popup_6aadd8dcb2c74f88934bffe2d40a14c9.setContent(html_7687d30ba02e49e8a4443622fa3daca5);
            

            marker_924143dfadc2401982b9b1c658ae8c37.bindPopup(popup_6aadd8dcb2c74f88934bffe2d40a14c9);

            
        
    

            var marker_d35d5e1bc7654d2f87558bf0e08eca74 = L.marker(
                [36.782674,-119.79449199999999],
                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_99dec71c927f4c90bbc3edc7bee675c3 = L.popup({maxWidth: '300'});

            
                var html_06bdbd0dded34f9f927ef3b86e40d2e5 = $('<div id="html_06bdbd0dded34f9f927ef3b86e40d2e5" style="width: 100.0%; height: 100.0%;">Fresno city pop:494665</div>')[0];
                popup_99dec71c927f4c90bbc3edc7bee675c3.setContent(html_06bdbd0dded34f9f927ef3b86e40d2e5);
            

            marker_d35d5e1bc7654d2f87558bf0e08eca74.bindPopup(popup_99dec71c927f4c90bbc3edc7bee675c3);

            
        
    

            var marker_aa6cb5ebb22a43c68aa3137c9e2c2b41 = L.marker(
                [38.566592,-121.468632],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_dcbd08e29f444392bb2d43fa36f4e1e4 = L.popup({maxWidth: '300'});

            
                var html_d347a8adf21a448681cde0574ffa3c7d = $('<div id="html_d347a8adf21a448681cde0574ffa3c7d" style="width: 100.0%; height: 100.0%;">Sacramento city pop:466488</div>')[0];
                popup_dcbd08e29f444392bb2d43fa36f4e1e4.setContent(html_d347a8adf21a448681cde0574ffa3c7d);
            

            marker_aa6cb5ebb22a43c68aa3137c9e2c2b41.bindPopup(popup_dcbd08e29f444392bb2d43fa36f4e1e4);

            
        
    

            var marker_833dc82db8a74c9588788494e3fbdc3b = L.marker(
                [33.809102,-118.155327],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_7f1e41a8d2aa4b9d916cb1cecd283672 = L.popup({maxWidth: '300'});

            
                var html_552cf273008a41c58090d4e940d011b1 = $('<div id="html_552cf273008a41c58090d4e940d011b1" style="width: 100.0%; height: 100.0%;">Long Beach city pop:462257</div>')[0];
                popup_7f1e41a8d2aa4b9d916cb1cecd283672.setContent(html_552cf273008a41c58090d4e940d011b1);
            

            marker_833dc82db8a74c9588788494e3fbdc3b.bindPopup(popup_7f1e41a8d2aa4b9d916cb1cecd283672);

            
        
    

            var marker_f6e04f313b4d45fd96a02aac083911d9 = L.marker(
                [39.125212,-94.551136],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_b7c1ff65756348d9bf8a02791e331324 = L.popup({maxWidth: '300'});

            
                var html_5a244e1358a240b4b78a633497bc67a0 = $('<div id="html_5a244e1358a240b4b78a633497bc67a0" style="width: 100.0%; height: 100.0%;">Kansas City city pop:459787</div>')[0];
                popup_b7c1ff65756348d9bf8a02791e331324.setContent(html_5a244e1358a240b4b78a633497bc67a0);
            

            marker_f6e04f313b4d45fd96a02aac083911d9.bindPopup(popup_b7c1ff65756348d9bf8a02791e331324);

            
        
    

            var marker_236d30a21242418b816042c49a8ad5fe = L.marker(
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                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_3624e3001c1743cda1b9c75c7bbaf227 = L.popup({maxWidth: '300'});

            
                var html_5542331623d6427c87b93a3eb6d42c97 = $('<div id="html_5542331623d6427c87b93a3eb6d42c97" style="width: 100.0%; height: 100.0%;">Mesa city pop:439041</div>')[0];
                popup_3624e3001c1743cda1b9c75c7bbaf227.setContent(html_5542331623d6427c87b93a3eb6d42c97);
            

            marker_236d30a21242418b816042c49a8ad5fe.bindPopup(popup_3624e3001c1743cda1b9c75c7bbaf227);

            
        
    

            var marker_01f12eef7eb64f839d2422750528ffff = L.marker(
                [36.779322,-76.02402],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_f6a470545c2845b280596e9bebc34c36 = L.popup({maxWidth: '300'});

            
                var html_e90907c582014c459ae9a66edf8b3d06 = $('<div id="html_e90907c582014c459ae9a66edf8b3d06" style="width: 100.0%; height: 100.0%;">Virginia Beach city pop:437994</div>')[0];
                popup_f6a470545c2845b280596e9bebc34c36.setContent(html_e90907c582014c459ae9a66edf8b3d06);
            

            marker_01f12eef7eb64f839d2422750528ffff.bindPopup(popup_f6a470545c2845b280596e9bebc34c36);

            
        
    

            var marker_33f8d6e4a8214a55999e78496e5d5af0 = L.marker(
                [33.762909,-84.422675],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_17dcf74b3e3c4666a2f5103a7cf5ed85 = L.popup({maxWidth: '300'});

            
                var html_81130a2982b04176a572d2c0fccfd850 = $('<div id="html_81130a2982b04176a572d2c0fccfd850" style="width: 100.0%; height: 100.0%;">Atlanta city pop:420003</div>')[0];
                popup_17dcf74b3e3c4666a2f5103a7cf5ed85.setContent(html_81130a2982b04176a572d2c0fccfd850);
            

            marker_33f8d6e4a8214a55999e78496e5d5af0.bindPopup(popup_17dcf74b3e3c4666a2f5103a7cf5ed85);

            
        
    

            var marker_1baafd969b264d8cb3e4ee1a7dc8ac21 = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_45194951caeb496ea28fe546c6986b0b = L.popup({maxWidth: '300'});

            
                var html_b3b29abe865d48108a94d5571b89884c = $('<div id="html_b3b29abe865d48108a94d5571b89884c" style="width: 100.0%; height: 100.0%;">Colorado Springs city pop:416427</div>')[0];
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            marker_1baafd969b264d8cb3e4ee1a7dc8ac21.bindPopup(popup_45194951caeb496ea28fe546c6986b0b);

            
        
    

            var marker_a609cb77e1564feca02eb9f87b22c3a6 = L.marker(
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                {
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_5d50d8e3af44403da95f14e1f0f47aa9 = L.popup({maxWidth: '300'});

            
                var html_ac9b498f2c1145bf850dd99224c13135 = $('<div id="html_ac9b498f2c1145bf850dd99224c13135" style="width: 100.0%; height: 100.0%;">Omaha city pop:408958</div>')[0];
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            marker_a609cb77e1564feca02eb9f87b22c3a6.bindPopup(popup_5d50d8e3af44403da95f14e1f0f47aa9);

            
        
    

            var marker_347de97d3cc6484f87bedf17370d611c = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c473f48a85724cb1add4f80a600e89d9 = L.popup({maxWidth: '300'});

            
                var html_72ca32dc094548878a274468dfffae1a = $('<div id="html_72ca32dc094548878a274468dfffae1a" style="width: 100.0%; height: 100.0%;">Raleigh city pop:403892</div>')[0];
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            marker_347de97d3cc6484f87bedf17370d611c.bindPopup(popup_c473f48a85724cb1add4f80a600e89d9);

            
        
    

            var marker_cb220af77d104faca108084df6194bb8 = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_da085925097e42a693ad20a57f52bfa8 = L.popup({maxWidth: '300'});

            
                var html_98a37b53cedc4fafba253e53f36c9477 = $('<div id="html_98a37b53cedc4fafba253e53f36c9477" style="width: 100.0%; height: 100.0%;">Miami city pop:399457</div>')[0];
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            var marker_8900de5c840c4c848523ec2ae103e0ca = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_5570a990b5904f9f9cb6eded11873da3 = L.popup({maxWidth: '300'});

            
                var html_c933a69427de4413b7b1c3dbedd38d03 = $('<div id="html_c933a69427de4413b7b1c3dbedd38d03" style="width: 100.0%; height: 100.0%;">Cleveland city pop:396815</div>')[0];
                popup_5570a990b5904f9f9cb6eded11873da3.setContent(html_c933a69427de4413b7b1c3dbedd38d03);
            

            marker_8900de5c840c4c848523ec2ae103e0ca.bindPopup(popup_5570a990b5904f9f9cb6eded11873da3);

            
        
    

            var marker_cfd3fb0a40f94e669328bfaa3d156e4a = L.marker(
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                {
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_0f5ef5d0f14545648961acd0611e3d52 = L.popup({maxWidth: '300'});

            
                var html_49dee998a6d34cbbabac818b0062255f = $('<div id="html_49dee998a6d34cbbabac818b0062255f" style="width: 100.0%; height: 100.0%;">Tulsa city pop:391906</div>')[0];
                popup_0f5ef5d0f14545648961acd0611e3d52.setContent(html_49dee998a6d34cbbabac818b0062255f);
            

            marker_cfd3fb0a40f94e669328bfaa3d156e4a.bindPopup(popup_0f5ef5d0f14545648961acd0611e3d52);

            
        
    

            var marker_40751a7de1df4d4bb29cdbc65d659a8b = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_e074ff3df9904ac1bd3af54767b70e9c = L.popup({maxWidth: '300'});

            
                var html_b44a2bb81fc34e04a9c9ac813816caf4 = $('<div id="html_b44a2bb81fc34e04a9c9ac813816caf4" style="width: 100.0%; height: 100.0%;">Oakland city pop:390724</div>')[0];
                popup_e074ff3df9904ac1bd3af54767b70e9c.setContent(html_b44a2bb81fc34e04a9c9ac813816caf4);
            

            marker_40751a7de1df4d4bb29cdbc65d659a8b.bindPopup(popup_e074ff3df9904ac1bd3af54767b70e9c);

            
        
    

            var marker_e54952ea94c24767bb4e05e7ec90fc30 = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c86e432c0ed140dcbe2fd47e5e30c224 = L.popup({maxWidth: '300'});

            
                var html_2d9b8e7879154c17a40cbaa31f4e3b96 = $('<div id="html_2d9b8e7879154c17a40cbaa31f4e3b96" style="width: 100.0%; height: 100.0%;">Minneapolis city pop:382578</div>')[0];
                popup_c86e432c0ed140dcbe2fd47e5e30c224.setContent(html_2d9b8e7879154c17a40cbaa31f4e3b96);
            

            marker_e54952ea94c24767bb4e05e7ec90fc30.bindPopup(popup_c86e432c0ed140dcbe2fd47e5e30c224);

            
        
    

            var marker_566175c69fd6482084f3ca216206575f = L.marker(
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_51f2644af046414cacee7f2c55640754 = L.popup({maxWidth: '300'});

            
                var html_244dc8347e8f4526b8d43ce77e51f435 = $('<div id="html_244dc8347e8f4526b8d43ce77e51f435" style="width: 100.0%; height: 100.0%;">Wichita city pop:382368</div>')[0];
                popup_51f2644af046414cacee7f2c55640754.setContent(html_244dc8347e8f4526b8d43ce77e51f435);
            

            marker_566175c69fd6482084f3ca216206575f.bindPopup(popup_51f2644af046414cacee7f2c55640754);

            
        
    

            var marker_aafb6039fac44c799c3199086ab660cd = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_70f849f69f224a50862d83bd5cd27f45 = L.popup({maxWidth: '300'});

            
                var html_f104e209fc644583b010a90bebd32369 = $('<div id="html_f104e209fc644583b010a90bebd32369" style="width: 100.0%; height: 100.0%;">San Juan zona urbana pop:381931</div>')[0];
                popup_70f849f69f224a50862d83bd5cd27f45.setContent(html_f104e209fc644583b010a90bebd32369);
            

            marker_aafb6039fac44c799c3199086ab660cd.bindPopup(popup_70f849f69f224a50862d83bd5cd27f45);

            
        
    

            var marker_bd33304c9f2e4d85bd43ad8d657d2713 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_d937c1dec54e43fda40a78a5018098cd = L.popup({maxWidth: '300'});

            
                var html_1ff6adea576449c781ca9b39db77da3f = $('<div id="html_1ff6adea576449c781ca9b39db77da3f" style="width: 100.0%; height: 100.0%;">Arlington city pop:365438</div>')[0];
                popup_d937c1dec54e43fda40a78a5018098cd.setContent(html_1ff6adea576449c781ca9b39db77da3f);
            

            marker_bd33304c9f2e4d85bd43ad8d657d2713.bindPopup(popup_d937c1dec54e43fda40a78a5018098cd);

            
        
    

            var marker_10b40c5cf63f4d37afad5974d5ecca01 = L.marker(
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                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_03c279d25f67498e854b243461c9a452 = L.popup({maxWidth: '300'});

            
                var html_7d7a1fdff40243028df3c76391e9efe1 = $('<div id="html_7d7a1fdff40243028df3c76391e9efe1" style="width: 100.0%; height: 100.0%;">Bakersfield city pop:347483</div>')[0];
                popup_03c279d25f67498e854b243461c9a452.setContent(html_7d7a1fdff40243028df3c76391e9efe1);
            

            marker_10b40c5cf63f4d37afad5974d5ecca01.bindPopup(popup_03c279d25f67498e854b243461c9a452);

            
        
    

            var marker_85283d36381d4ad888064fdf2fbf8192 = L.marker(
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                {
                    icon: new L.Icon.Default()
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_4b07d489fc3848cbabfae123f8a254d5 = L.popup({maxWidth: '300'});

            
                var html_17915b2dee684d068630720b9d91b879 = $('<div id="html_17915b2dee684d068630720b9d91b879" style="width: 100.0%; height: 100.0%;">New Orleans city pop:343829</div>')[0];
                popup_4b07d489fc3848cbabfae123f8a254d5.setContent(html_17915b2dee684d068630720b9d91b879);
            

            marker_85283d36381d4ad888064fdf2fbf8192.bindPopup(popup_4b07d489fc3848cbabfae123f8a254d5);

            
        
    

            var marker_d7824e175e264663bad62a55d9ecec47 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_afc46f0c129346098fd45b103d9637c4 = L.popup({maxWidth: '300'});

            
                var html_ff6c995511a64a489b86456b10e296e5 = $('<div id="html_ff6c995511a64a489b86456b10e296e5" style="width: 100.0%; height: 100.0%;">Urban Honolulu CDP pop:337256</div>')[0];
                popup_afc46f0c129346098fd45b103d9637c4.setContent(html_ff6c995511a64a489b86456b10e296e5);
            

            marker_d7824e175e264663bad62a55d9ecec47.bindPopup(popup_afc46f0c129346098fd45b103d9637c4);

            
        
    

            var marker_0b6262709ce14bb3848aa3c98371a897 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_d69a589dc17b4bf6aafd2e6d67468ce2 = L.popup({maxWidth: '300'});

            
                var html_24799620aec247b7a0c06dc4de4805b1 = $('<div id="html_24799620aec247b7a0c06dc4de4805b1" style="width: 100.0%; height: 100.0%;">Anaheim city pop:336265</div>')[0];
                popup_d69a589dc17b4bf6aafd2e6d67468ce2.setContent(html_24799620aec247b7a0c06dc4de4805b1);
            

            marker_0b6262709ce14bb3848aa3c98371a897.bindPopup(popup_d69a589dc17b4bf6aafd2e6d67468ce2);

            
        
    

            var marker_1f9c8cce20d74299b50fc4f995aa936a = L.marker(
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                {
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_859f534f80264c06b065488153c7e4db = L.popup({maxWidth: '300'});

            
                var html_d2d90ac8f2084e919d73611c2f44eac7 = $('<div id="html_d2d90ac8f2084e919d73611c2f44eac7" style="width: 100.0%; height: 100.0%;">Tampa city pop:335709</div>')[0];
                popup_859f534f80264c06b065488153c7e4db.setContent(html_d2d90ac8f2084e919d73611c2f44eac7);
            

            marker_1f9c8cce20d74299b50fc4f995aa936a.bindPopup(popup_859f534f80264c06b065488153c7e4db);

            
        
    

            var marker_113aab2373a349fbaecb03678164b96d = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_a3d47c8184a343e2ab7550d914b5c1d1 = L.popup({maxWidth: '300'});

            
                var html_452aaf94c8344e54b06154b7151f563a = $('<div id="html_452aaf94c8344e54b06154b7151f563a" style="width: 100.0%; height: 100.0%;">Aurora city pop:325078</div>')[0];
                popup_a3d47c8184a343e2ab7550d914b5c1d1.setContent(html_452aaf94c8344e54b06154b7151f563a);
            

            marker_113aab2373a349fbaecb03678164b96d.bindPopup(popup_a3d47c8184a343e2ab7550d914b5c1d1);

            
        
    

            var marker_58b33852689148f3a96807867bd67b95 = L.marker(
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                {
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_008f8cd6f0ff4d309fa6a9cd606e972c = L.popup({maxWidth: '300'});

            
                var html_cebadcafee804583b7119d0fc30517f4 = $('<div id="html_cebadcafee804583b7119d0fc30517f4" style="width: 100.0%; height: 100.0%;">Santa Ana city pop:324528</div>')[0];
                popup_008f8cd6f0ff4d309fa6a9cd606e972c.setContent(html_cebadcafee804583b7119d0fc30517f4);
            

            marker_58b33852689148f3a96807867bd67b95.bindPopup(popup_008f8cd6f0ff4d309fa6a9cd606e972c);

            
        
    

            var marker_6fe8832aa2fe447ca510fd4e01a9be7f = L.marker(
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                {
                    icon: new L.Icon.Default()
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_8325a145457446009acb3bc50552185d = L.popup({maxWidth: '300'});

            
                var html_38d958a145e6438dad1572e5c1659560 = $('<div id="html_38d958a145e6438dad1572e5c1659560" style="width: 100.0%; height: 100.0%;">St. Louis city pop:319294</div>')[0];
                popup_8325a145457446009acb3bc50552185d.setContent(html_38d958a145e6438dad1572e5c1659560);
            

            marker_6fe8832aa2fe447ca510fd4e01a9be7f.bindPopup(popup_8325a145457446009acb3bc50552185d);

            
        
    

            var marker_68b0f93cb02a46ef962a581051326607 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_bb29839b73174ea888035b120a7b1eb6 = L.popup({maxWidth: '300'});

            
                var html_647a88de4505462eb9b11bc08f8d7127 = $('<div id="html_647a88de4505462eb9b11bc08f8d7127" style="width: 100.0%; height: 100.0%;">Pittsburgh city pop:305704</div>')[0];
                popup_bb29839b73174ea888035b120a7b1eb6.setContent(html_647a88de4505462eb9b11bc08f8d7127);
            

            marker_68b0f93cb02a46ef962a581051326607.bindPopup(popup_bb29839b73174ea888035b120a7b1eb6);

            
        
    

            var marker_7c8457bdb9454894ae88b0d6b5854068 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_0d2c0dcd35ba407e93d60da74cb289a4 = L.popup({maxWidth: '300'});

            
                var html_513f0cb1240840098b441ad93d36216c = $('<div id="html_513f0cb1240840098b441ad93d36216c" style="width: 100.0%; height: 100.0%;">Corpus Christi city pop:305215</div>')[0];
                popup_0d2c0dcd35ba407e93d60da74cb289a4.setContent(html_513f0cb1240840098b441ad93d36216c);
            

            marker_7c8457bdb9454894ae88b0d6b5854068.bindPopup(popup_0d2c0dcd35ba407e93d60da74cb289a4);

            
        
    

            var marker_9c0c2628211646ebbe17ff6fccf60143 = L.marker(
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                {
                    icon: new L.Icon.Default()
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                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_fe995c2e372e4eaba9b3cb89463084d3 = L.popup({maxWidth: '300'});

            
                var html_a90932b391b540aaab5daf481b4dec8c = $('<div id="html_a90932b391b540aaab5daf481b4dec8c" style="width: 100.0%; height: 100.0%;">Riverside city pop:303871</div>')[0];
                popup_fe995c2e372e4eaba9b3cb89463084d3.setContent(html_a90932b391b540aaab5daf481b4dec8c);
            

            marker_9c0c2628211646ebbe17ff6fccf60143.bindPopup(popup_fe995c2e372e4eaba9b3cb89463084d3);

            
        
    

            var marker_6024f0d89c7545e98d571f96bd756ac9 = L.marker(
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                {
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                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_1478d8e081754d19b681fca2467f22bf = L.popup({maxWidth: '300'});

            
                var html_33dfffab5a914b548813e6984a172d09 = $('<div id="html_33dfffab5a914b548813e6984a172d09" style="width: 100.0%; height: 100.0%;">Cincinnati city pop:296943</div>')[0];
                popup_1478d8e081754d19b681fca2467f22bf.setContent(html_33dfffab5a914b548813e6984a172d09);
            

            marker_6024f0d89c7545e98d571f96bd756ac9.bindPopup(popup_1478d8e081754d19b681fca2467f22bf);

            
        
    

            var marker_ddb986a93e964b50af914f1ee616917e = L.marker(
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                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c5d7cef3f8d84d9ba70f162b8faf5925 = L.popup({maxWidth: '300'});

            
                var html_f8102f6ee9a54ab4bd0608708644ccba = $('<div id="html_f8102f6ee9a54ab4bd0608708644ccba" style="width: 100.0%; height: 100.0%;">Lexington-Fayette urban county pop:295803</div>')[0];
                popup_c5d7cef3f8d84d9ba70f162b8faf5925.setContent(html_f8102f6ee9a54ab4bd0608708644ccba);
            

            marker_ddb986a93e964b50af914f1ee616917e.bindPopup(popup_c5d7cef3f8d84d9ba70f162b8faf5925);

            
        
    

            var marker_40f22de0f1d54a888b95df24822c82ff = L.marker(
                [61.177549,-149.27435400000002],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_a0a97c710f6946928702c70a9a6ad247 = L.popup({maxWidth: '300'});

            
                var html_2f1df9255de6483c843b869cdfdb0512 = $('<div id="html_2f1df9255de6483c843b869cdfdb0512" style="width: 100.0%; height: 100.0%;">Anchorage municipality pop:291826</div>')[0];
                popup_a0a97c710f6946928702c70a9a6ad247.setContent(html_2f1df9255de6483c843b869cdfdb0512);
            

            marker_40f22de0f1d54a888b95df24822c82ff.bindPopup(popup_a0a97c710f6946928702c70a9a6ad247);

            
        
    

            var marker_680aac7e71e94e1d84a6e147d0761c66 = L.marker(
                [37.976341999999995,-121.313304],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_199101f486a74d8986a64557bf34a2f9 = L.popup({maxWidth: '300'});

            
                var html_dce11695a0854e4093f4cdba377b075e = $('<div id="html_dce11695a0854e4093f4cdba377b075e" style="width: 100.0%; height: 100.0%;">Stockton city pop:291707</div>')[0];
                popup_199101f486a74d8986a64557bf34a2f9.setContent(html_dce11695a0854e4093f4cdba377b075e);
            

            marker_680aac7e71e94e1d84a6e147d0761c66.bindPopup(popup_199101f486a74d8986a64557bf34a2f9);

            
        
    

            var marker_8e29474d3109455c8d38068aff87b64b = L.marker(
                [41.664071,-83.581861],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_446771b7beda4e2f87ba9f5fb47e8158 = L.popup({maxWidth: '300'});

            
                var html_64fb2f29431249ca801db2ad8e8bf48f = $('<div id="html_64fb2f29431249ca801db2ad8e8bf48f" style="width: 100.0%; height: 100.0%;">Toledo city pop:287208</div>')[0];
                popup_446771b7beda4e2f87ba9f5fb47e8158.setContent(html_64fb2f29431249ca801db2ad8e8bf48f);
            

            marker_8e29474d3109455c8d38068aff87b64b.bindPopup(popup_446771b7beda4e2f87ba9f5fb47e8158);

            
        
    

            var marker_f2f1c7d919c344c8b46450920501f313 = L.marker(
                [44.948869,-93.10385500000001],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_032f73ee0bbc4b8da1e4f294770c5cfa = L.popup({maxWidth: '300'});

            
                var html_d677760a0b544e61bd77f8e46554be1f = $('<div id="html_d677760a0b544e61bd77f8e46554be1f" style="width: 100.0%; height: 100.0%;">St. Paul city pop:285068</div>')[0];
                popup_032f73ee0bbc4b8da1e4f294770c5cfa.setContent(html_d677760a0b544e61bd77f8e46554be1f);
            

            marker_f2f1c7d919c344c8b46450920501f313.bindPopup(popup_032f73ee0bbc4b8da1e4f294770c5cfa);

            
        
    

            var marker_3436c2a680224f249bf3af504fbe51fa = L.marker(
                [40.72422,-74.172574],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_83a154fe57484fe6a646b05112c4dfa7 = L.popup({maxWidth: '300'});

            
                var html_3c25f9ec57dd4b078ac03092359cd5b7 = $('<div id="html_3c25f9ec57dd4b078ac03092359cd5b7" style="width: 100.0%; height: 100.0%;">Newark city pop:277140</div>')[0];
                popup_83a154fe57484fe6a646b05112c4dfa7.setContent(html_3c25f9ec57dd4b078ac03092359cd5b7);
            

            marker_3436c2a680224f249bf3af504fbe51fa.bindPopup(popup_83a154fe57484fe6a646b05112c4dfa7);

            
        
    

            var marker_16430199e45a4117b05776aafd2c3feb = L.marker(
                [36.096483,-79.827108],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_df0f65cef3cf4c9e9b8d3d6eb56242ee = L.popup({maxWidth: '300'});

            
                var html_d6735640aba04e1b8eb93721f84d7697 = $('<div id="html_d6735640aba04e1b8eb93721f84d7697" style="width: 100.0%; height: 100.0%;">Greensboro city pop:269666</div>')[0];
                popup_df0f65cef3cf4c9e9b8d3d6eb56242ee.setContent(html_d6735640aba04e1b8eb93721f84d7697);
            

            marker_16430199e45a4117b05776aafd2c3feb.bindPopup(popup_df0f65cef3cf4c9e9b8d3d6eb56242ee);

            
        
    

            var marker_59a4b0ac3b9741ed972d5b1504ab4ec0 = L.marker(
                [42.892492,-78.859686],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_3f024c025812478d887f21ab8f421fb1 = L.popup({maxWidth: '300'});

            
                var html_d051596916624768a57073baaef0e1eb = $('<div id="html_d051596916624768a57073baaef0e1eb" style="width: 100.0%; height: 100.0%;">Buffalo city pop:261310</div>')[0];
                popup_3f024c025812478d887f21ab8f421fb1.setContent(html_d051596916624768a57073baaef0e1eb);
            

            marker_59a4b0ac3b9741ed972d5b1504ab4ec0.bindPopup(popup_3f024c025812478d887f21ab8f421fb1);

            
        
    

            var marker_a9cff71ae48245cc90428f9a57818a48 = L.marker(
                [33.050769,-96.74794399999999],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c95ce99a54ae429b9e52256651307c2d = L.popup({maxWidth: '300'});

            
                var html_ac160b2dad2348ca9149d7e869a37261 = $('<div id="html_ac160b2dad2348ca9149d7e869a37261" style="width: 100.0%; height: 100.0%;">Plano city pop:259841</div>')[0];
                popup_c95ce99a54ae429b9e52256651307c2d.setContent(html_ac160b2dad2348ca9149d7e869a37261);
            

            marker_a9cff71ae48245cc90428f9a57818a48.bindPopup(popup_c95ce99a54ae429b9e52256651307c2d);

            
        
    

            var marker_89fee2751b6144178add9cd83c84e4f7 = L.marker(
                [40.808957,-96.68035400000001],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_a2f8afcc3b8b4d02abf9d5bb4c1ea2a6 = L.popup({maxWidth: '300'});

            
                var html_9713d8b659c1423397cd4290617eb81b = $('<div id="html_9713d8b659c1423397cd4290617eb81b" style="width: 100.0%; height: 100.0%;">Lincoln city pop:258379</div>')[0];
                popup_a2f8afcc3b8b4d02abf9d5bb4c1ea2a6.setContent(html_9713d8b659c1423397cd4290617eb81b);
            

            marker_89fee2751b6144178add9cd83c84e4f7.bindPopup(popup_a2f8afcc3b8b4d02abf9d5bb4c1ea2a6);

            
        
    

            var marker_bd3e916d49474a3f9dc1da20c71e49ab = L.marker(
                [36.012233,-115.037462],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_44db8ba40c644a198a8daace61377fda = L.popup({maxWidth: '300'});

            
                var html_dde766db0be44a9fa36b45f6120dc2e2 = $('<div id="html_dde766db0be44a9fa36b45f6120dc2e2" style="width: 100.0%; height: 100.0%;">Henderson city pop:257729</div>')[0];
                popup_44db8ba40c644a198a8daace61377fda.setContent(html_dde766db0be44a9fa36b45f6120dc2e2);
            

            marker_bd3e916d49474a3f9dc1da20c71e49ab.bindPopup(popup_44db8ba40c644a198a8daace61377fda);

            
        
    

            var marker_deb93ac877fc4fb1883fff2bbe079b7b = L.marker(
                [41.088173,-85.14388000000001],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_80e0fb09054e4d90981ac1b03460a110);
            
    
            var popup_c8b4132758f84224a51f8b130e12d310 = L.popup({maxWidth: '300'});

            
                var html_2255a36cb9a544459c1ad94584acd71b = $('<div id="html_2255a36cb9a544459c1ad94584acd71b" style="width: 100.0%; height: 100.0%;">Fort Wayne city pop:253691</div>')[0];
                popup_c8b4132758f84224a51f8b130e12d310.setContent(html_2255a36cb9a544459c1ad94584acd71b);
            

            marker_deb93ac877fc4fb1883fff2bbe079b7b.bindPopup(popup_c8b4132758f84224a51f8b130e12d310);

            
        
</script>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x1472eb4e1d0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map = folium.Map(location=[30,-97], zoom_start=4,tiles='Stamen Terrain')\n",
    "for city in big250.iterrows():\n",
    "    folium.Marker(\n",
    "        location = [city[1]['INTPTLAT'],city[1]['INTPTLONG']], \n",
    "        popup = city[1]['NAME']+ ' pop:'+str(city[1]['POP10'])).add_to(map)\n",
    "                    \n",
    "map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python [conda root]",
   "language": "python",
   "name": "conda-root-py"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}