NB06-MDR-TB-Case-Study-Part-2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "init_cell": true
   },
   "outputs": [],
   "source": [
    "%run ./resources/library.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style> \n",
       "div.text_cell_render { /* Customize text cells */ \n",
       "    font-family: 'Arial'; \n",
       "    font-size:20px;\n",
       "    line-height: 1.5em;\n",
       "    padding-left:3em; \n",
       "    padding-right:3em; \n",
       "}\n",
       ".CodeMirror {\n",
       "    font-family:  'Source Code Pro', monospace;\n",
       "    font-size: 18px;\n",
       "}\n",
       "\n",
       "/* Cell output */\n",
       "\n",
       ".rendered_html pre, .rendered_html code {\n",
       "    color: inherit !important;\n",
       "    background-color: inherit !important;\n",
       "}\n",
       "div.output_area pre {\n",
       "    line-height: 1.2em;\n",
       "    color: #93a1a1 !important;\n",
       "    font-family: 'Source Code Pro', monospace;\n",
       "    font-size: 16px;\n",
       "}\n",
       ".rendered_html table, .rendered_html td, .rendered_html th {\n",
       "    border: 1px solid #586e75 !important;\n",
       "    font-family: 'Arial';\n",
       "    font-size: 16px;\n",
       "}\n",
       "</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "style_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Digital Case Study: Multidrug-Resistant Tuberculosis (MDR-TB) Outbreak - Revisiting the 2005 Outbreak Investigation in Thailand by John Oeltmann"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Note: Work in progress..."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Notebook 6, Part 2: Establishing Links Between Cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We are half-way through the simulation [workflow](./resources/Work_flow_diagram2_08022017.pdf) described in Notebook 3. The red rectangle is highlighting our next step.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have successfully joined the case line listing data with the genotyping data and created the analytic dataset, we will create a map of the genotyped cases and symbolize these cases by drug-resistance type.  We receive an email that includes a MIRU-ID and classification of MIRU-ID by drug-resistance type. We need to create a new field in the analytic dataset for DRTYPE and code each line-listed case by this type. Please run the code below to classify the MIRU-IDs by DRTYPE:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.25.3'"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "pd.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.set_option('display.max_rows', None)  \n",
    "pd.set_option('display.max_columns', None)  \n",
    "pd.set_option('max_colwidth', -1)  \n",
    "pd.set_option('display.width', 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.10.0'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "\n",
    "folium.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Map 3 From Notebook 5..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_314d0888a5544c71b1352bcc8fff8cfd {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet-dvf/0.3.0/leaflet-dvf.markers.min.js"></script>
    <script src="https://unpkg.com/leaflet.featuregroup.subgroup@1.0.2/dist/leaflet.featuregroup.subgroup.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet.fullscreen/1.4.2/Control.FullScreen.min.js"></script>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet.fullscreen/1.4.2/Control.FullScreen.min.css"/>
</head>
<body>    
    
            <div class="folium-map" id="map_314d0888a5544c71b1352bcc8fff8cfd" ></div>
        
</body>
<script>    
    
            var map_314d0888a5544c71b1352bcc8fff8cfd = L.map(
                "map_314d0888a5544c71b1352bcc8fff8cfd",
                {
                    center: [14.699859, 100.829019],
                    crs: L.CRS.EPSG3857,
                    zoom: 16,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_b2bb850f1bbd4e909db2a193be27af0e = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var tile_layer_b6e9e98f82ee4aedbad40f4f19733838 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var tile_layer_fa590acd4eda4e86b84f337f078c4558 = L.tileLayer(
                "https://cartodb-basemaps-{s}.global.ssl.fastly.net/light_all/{z}/{x}/{y}.png",
                {"attribution": "\u0026copy; \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eOpenStreetMap\u003c/a\u003e contributors \u0026copy; \u003ca href=\"http://cartodb.com/attributions\"\u003eCartoDB\u003c/a\u003e, CartoDB \u003ca href =\"http://cartodb.com/attributions\"\u003eattributions\u003c/a\u003e", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var tile_layer_4c9bdcfe8c84494eb47c8bb63de4496e = L.tileLayer(
                "https://stamen-tiles-{s}.a.ssl.fastly.net/toner/{z}/{x}/{y}.png",
                {"attribution": "Map tiles by \u003ca href=\"http://stamen.com\"\u003eStamen Design\u003c/a\u003e, under \u003ca href=\"http://creativecommons.org/licenses/by/3.0\"\u003eCC BY 3.0\u003c/a\u003e. Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var feature_group_062e876557e94e4ea6944ea64efcfcde = L.featureGroup(
                {}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a = L.featureGroup.subGroup(
                feature_group_062e876557e94e4ea6944ea64efcfcde
            );
            feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a.addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var regular_polygon_marker_71ad8b19b3b0485caddcd573f4fb545e = new L.RegularPolygonMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_6115f45a7d134b0f9c9d70224f16c227 = L.popup({"maxWidth": "200"});

        
            var html_31b2ad98501d42b48cfde2b651e8595e = $(`<div id="html_31b2ad98501d42b48cfde2b651e8595e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101579<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_6115f45a7d134b0f9c9d70224f16c227.setContent(html_31b2ad98501d42b48cfde2b651e8595e);
        

        regular_polygon_marker_71ad8b19b3b0485caddcd573f4fb545e.bindPopup(popup_6115f45a7d134b0f9c9d70224f16c227)
        ;

        
    
    
            var regular_polygon_marker_e515357664eb4262926fba0673592bcf = new L.RegularPolygonMarker(
                [14.699857, 100.828917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_6e2fc9509f72427a941dc094e233ec0a = L.popup({"maxWidth": "200"});

        
            var html_3da555ed0bbe41dd9e50efbc82d7685b = $(`<div id="html_3da555ed0bbe41dd9e50efbc82d7685b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101823<br/><b>Location:</b> 14.699857,100.828917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_6e2fc9509f72427a941dc094e233ec0a.setContent(html_3da555ed0bbe41dd9e50efbc82d7685b);
        

        regular_polygon_marker_e515357664eb4262926fba0673592bcf.bindPopup(popup_6e2fc9509f72427a941dc094e233ec0a)
        ;

        
    
    
            var regular_polygon_marker_0a0c7035e5434ebcaacdc0672c3edeb4 = new L.RegularPolygonMarker(
                [14.696434, 100.828634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_7d3a10d439844c188f45fbc3302e3025 = L.popup({"maxWidth": "200"});

        
            var html_df130ff469fa435fb5ad5147995ffa11 = $(`<div id="html_df130ff469fa435fb5ad5147995ffa11" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101783<br/><b>Location:</b> 14.696434,100.828634<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_7d3a10d439844c188f45fbc3302e3025.setContent(html_df130ff469fa435fb5ad5147995ffa11);
        

        regular_polygon_marker_0a0c7035e5434ebcaacdc0672c3edeb4.bindPopup(popup_7d3a10d439844c188f45fbc3302e3025)
        ;

        
    
    
            var regular_polygon_marker_99d48cd840f045d4827206cf25b1ffea = new L.RegularPolygonMarker(
                [14.696133, 100.82895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_194594d769604c80be9804dd3106ceda = L.popup({"maxWidth": "200"});

        
            var html_1482676a09f745adb99e8758eb4fb66a = $(`<div id="html_1482676a09f745adb99e8758eb4fb66a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102445<br/><b>Location:</b> 14.696133,100.82895<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_194594d769604c80be9804dd3106ceda.setContent(html_1482676a09f745adb99e8758eb4fb66a);
        

        regular_polygon_marker_99d48cd840f045d4827206cf25b1ffea.bindPopup(popup_194594d769604c80be9804dd3106ceda)
        ;

        
    
    
            var regular_polygon_marker_019afc6814bc4f2387656d0368a7e3e4 = new L.RegularPolygonMarker(
                [14.700809, 100.827556],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_4c2a866a5305470d98efa103145b8698 = L.popup({"maxWidth": "200"});

        
            var html_69e044381d2349f29dfbc5878bdb76c8 = $(`<div id="html_69e044381d2349f29dfbc5878bdb76c8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102460<br/><b>Location:</b> 14.700809,100.827556<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_4c2a866a5305470d98efa103145b8698.setContent(html_69e044381d2349f29dfbc5878bdb76c8);
        

        regular_polygon_marker_019afc6814bc4f2387656d0368a7e3e4.bindPopup(popup_4c2a866a5305470d98efa103145b8698)
        ;

        
    
    
            var regular_polygon_marker_d9bfe25c3156423b8c5cd239169f260f = new L.RegularPolygonMarker(
                [14.696637, 100.829703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_fe0c73f94d8641ab95b96b4c40053435 = L.popup({"maxWidth": "200"});

        
            var html_ac7d440762724133a892c1db6fadc22f = $(`<div id="html_ac7d440762724133a892c1db6fadc22f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102637<br/><b>Location:</b> 14.696637,100.829703<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_fe0c73f94d8641ab95b96b4c40053435.setContent(html_ac7d440762724133a892c1db6fadc22f);
        

        regular_polygon_marker_d9bfe25c3156423b8c5cd239169f260f.bindPopup(popup_fe0c73f94d8641ab95b96b4c40053435)
        ;

        
    
    
            var regular_polygon_marker_e8916296f6344c8d879d303f630114ec = new L.RegularPolygonMarker(
                [14.700701, 100.829259],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_2b32bb1100ae4336aa10e3aefae65214 = L.popup({"maxWidth": "200"});

        
            var html_a0b11b42daac4d258ba0b1cc5759c689 = $(`<div id="html_a0b11b42daac4d258ba0b1cc5759c689" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101651<br/><b>Location:</b> 14.700701,100.829259<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_2b32bb1100ae4336aa10e3aefae65214.setContent(html_a0b11b42daac4d258ba0b1cc5759c689);
        

        regular_polygon_marker_e8916296f6344c8d879d303f630114ec.bindPopup(popup_2b32bb1100ae4336aa10e3aefae65214)
        ;

        
    
    
            var regular_polygon_marker_059cf90fd70c494c8669b29d7e879dfe = new L.RegularPolygonMarker(
                [14.700087, 100.829533],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_8e2ce9cdf9424acc9fb9484520b6576e = L.popup({"maxWidth": "200"});

        
            var html_942c74f572eb42239afb79fc43dc1f1d = $(`<div id="html_942c74f572eb42239afb79fc43dc1f1d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101931<br/><b>Location:</b> 14.700087,100.829533<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_8e2ce9cdf9424acc9fb9484520b6576e.setContent(html_942c74f572eb42239afb79fc43dc1f1d);
        

        regular_polygon_marker_059cf90fd70c494c8669b29d7e879dfe.bindPopup(popup_8e2ce9cdf9424acc9fb9484520b6576e)
        ;

        
    
    
            var regular_polygon_marker_287634587b544d9b9454f2d3c30ef3f8 = new L.RegularPolygonMarker(
                [14.697342, 100.830247],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_4615bb0b980848e88f02317377ccce10 = L.popup({"maxWidth": "200"});

        
            var html_e0b074ef2d9b4d2c8ebb1a5de4d934b2 = $(`<div id="html_e0b074ef2d9b4d2c8ebb1a5de4d934b2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103347<br/><b>Location:</b> 14.697342,100.830247<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_4615bb0b980848e88f02317377ccce10.setContent(html_e0b074ef2d9b4d2c8ebb1a5de4d934b2);
        

        regular_polygon_marker_287634587b544d9b9454f2d3c30ef3f8.bindPopup(popup_4615bb0b980848e88f02317377ccce10)
        ;

        
    
    
            var regular_polygon_marker_ff8678ff26ec430899148c0b08fcdd8f = new L.RegularPolygonMarker(
                [14.699261, 100.831095],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_199dbbeba0f94c12bd3860c41c03647b = L.popup({"maxWidth": "200"});

        
            var html_1be6124006334c24b95369ad291bb119 = $(`<div id="html_1be6124006334c24b95369ad291bb119" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103009<br/><b>Location:</b> 14.699261,100.831095<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_199dbbeba0f94c12bd3860c41c03647b.setContent(html_1be6124006334c24b95369ad291bb119);
        

        regular_polygon_marker_ff8678ff26ec430899148c0b08fcdd8f.bindPopup(popup_199dbbeba0f94c12bd3860c41c03647b)
        ;

        
    
    
            var regular_polygon_marker_03bffeddcf9d43c099bb585aba3b4737 = new L.RegularPolygonMarker(
                [14.69898, 100.830151],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_4fcc5da02f7a46849d38356f15699ca3 = L.popup({"maxWidth": "200"});

        
            var html_687eebb7d7ac4e8782143d4544673a87 = $(`<div id="html_687eebb7d7ac4e8782143d4544673a87" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102909<br/><b>Location:</b> 14.69898,100.830151<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_4fcc5da02f7a46849d38356f15699ca3.setContent(html_687eebb7d7ac4e8782143d4544673a87);
        

        regular_polygon_marker_03bffeddcf9d43c099bb585aba3b4737.bindPopup(popup_4fcc5da02f7a46849d38356f15699ca3)
        ;

        
    
    
            var regular_polygon_marker_6011d03b20764dd386b5b0eb9bee8714 = new L.RegularPolygonMarker(
                [14.700229, 100.82848],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_1a5ae34a89ac43c1a0a27f49cff0b2a0 = L.popup({"maxWidth": "200"});

        
            var html_777860af223d41efbe6dc1e44338d858 = $(`<div id="html_777860af223d41efbe6dc1e44338d858" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103773<br/><b>Location:</b> 14.700229,100.82848<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_1a5ae34a89ac43c1a0a27f49cff0b2a0.setContent(html_777860af223d41efbe6dc1e44338d858);
        

        regular_polygon_marker_6011d03b20764dd386b5b0eb9bee8714.bindPopup(popup_1a5ae34a89ac43c1a0a27f49cff0b2a0)
        ;

        
    
    
            var regular_polygon_marker_50ce5f790acb451dba84562c62f0b62c = new L.RegularPolygonMarker(
                [14.702659, 100.829528],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_cec2f9c36c6c412abdc798d0da792e5b = L.popup({"maxWidth": "200"});

        
            var html_68ef6c6c5c364ce8a3198aafc6bee6c9 = $(`<div id="html_68ef6c6c5c364ce8a3198aafc6bee6c9" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103679<br/><b>Location:</b> 14.702659,100.829528<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_cec2f9c36c6c412abdc798d0da792e5b.setContent(html_68ef6c6c5c364ce8a3198aafc6bee6c9);
        

        regular_polygon_marker_50ce5f790acb451dba84562c62f0b62c.bindPopup(popup_cec2f9c36c6c412abdc798d0da792e5b)
        ;

        
    
    
            var regular_polygon_marker_cf06a835035d42deb894eccc44587d23 = new L.RegularPolygonMarker(
                [14.698245, 100.830587],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_2845458783b64483b1bc6c8e6acfc2c4 = L.popup({"maxWidth": "200"});

        
            var html_e6718de3af1d4a0f872ba02b36212d0e = $(`<div id="html_e6718de3af1d4a0f872ba02b36212d0e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104090<br/><b>Location:</b> 14.698245,100.830587<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_2845458783b64483b1bc6c8e6acfc2c4.setContent(html_e6718de3af1d4a0f872ba02b36212d0e);
        

        regular_polygon_marker_cf06a835035d42deb894eccc44587d23.bindPopup(popup_2845458783b64483b1bc6c8e6acfc2c4)
        ;

        
    
    
            var regular_polygon_marker_1e8662f7a8904ac5b1534083335b132f = new L.RegularPolygonMarker(
                [14.697903, 100.829623],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_62bab297336b4920b8d0a05d9961e299 = L.popup({"maxWidth": "200"});

        
            var html_8b5e84b2f7b14ae4bf5cba03848cec54 = $(`<div id="html_8b5e84b2f7b14ae4bf5cba03848cec54" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104039<br/><b>Location:</b> 14.697903,100.829623<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_62bab297336b4920b8d0a05d9961e299.setContent(html_8b5e84b2f7b14ae4bf5cba03848cec54);
        

        regular_polygon_marker_1e8662f7a8904ac5b1534083335b132f.bindPopup(popup_62bab297336b4920b8d0a05d9961e299)
        ;

        
    
    
            var regular_polygon_marker_a95116d537e242aebae7a4f59bbf531f = new L.RegularPolygonMarker(
                [14.700072, 100.829917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a);
        
    
        var popup_18130424d01b4f10a09058905a8546f5 = L.popup({"maxWidth": "200"});

        
            var html_e34b1758ab864fb091b930aebb9dfb7f = $(`<div id="html_e34b1758ab864fb091b930aebb9dfb7f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103927<br/><b>Location:</b> 14.700072,100.829917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_18130424d01b4f10a09058905a8546f5.setContent(html_e34b1758ab864fb091b930aebb9dfb7f);
        

        regular_polygon_marker_a95116d537e242aebae7a4f59bbf531f.bindPopup(popup_18130424d01b4f10a09058905a8546f5)
        ;

        
    
    
            var feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401 = L.featureGroup.subGroup(
                feature_group_062e876557e94e4ea6944ea64efcfcde
            );
            feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401.addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var regular_polygon_marker_26a93b3f769841d0b4011faf9a58a930 = new L.RegularPolygonMarker(
                [14.699812, 100.828988],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_52f906d229d742379f626dcb2fad0079 = L.popup({"maxWidth": "200"});

        
            var html_c36a2a406f0442c0b041d43a5e54d094 = $(`<div id="html_c36a2a406f0442c0b041d43a5e54d094" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101727<br/><b>Location:</b> 14.699812,100.828988<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_52f906d229d742379f626dcb2fad0079.setContent(html_c36a2a406f0442c0b041d43a5e54d094);
        

        regular_polygon_marker_26a93b3f769841d0b4011faf9a58a930.bindPopup(popup_52f906d229d742379f626dcb2fad0079)
        ;

        
    
    
            var regular_polygon_marker_e83824732f3e47be924dbce7b69164ff = new L.RegularPolygonMarker(
                [14.701052, 100.830947],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_951e5bba5e5b423a861f23e54d23fc1b = L.popup({"maxWidth": "200"});

        
            var html_c396511242a946f38b701d349badbee6 = $(`<div id="html_c396511242a946f38b701d349badbee6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102318<br/><b>Location:</b> 14.701052,100.830947<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_951e5bba5e5b423a861f23e54d23fc1b.setContent(html_c396511242a946f38b701d349badbee6);
        

        regular_polygon_marker_e83824732f3e47be924dbce7b69164ff.bindPopup(popup_951e5bba5e5b423a861f23e54d23fc1b)
        ;

        
    
    
            var regular_polygon_marker_7a3989ee219c407187ad4308dcaa444c = new L.RegularPolygonMarker(
                [14.701595, 100.830984],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_6aabc6315abe42de92d7b2357324d444 = L.popup({"maxWidth": "200"});

        
            var html_991ea63125ed4c2e90b90d2e35256f4c = $(`<div id="html_991ea63125ed4c2e90b90d2e35256f4c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102398<br/><b>Location:</b> 14.701595,100.830984<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_6aabc6315abe42de92d7b2357324d444.setContent(html_991ea63125ed4c2e90b90d2e35256f4c);
        

        regular_polygon_marker_7a3989ee219c407187ad4308dcaa444c.bindPopup(popup_6aabc6315abe42de92d7b2357324d444)
        ;

        
    
    
            var regular_polygon_marker_b7e694d4993b41a5a0787499ec2988d2 = new L.RegularPolygonMarker(
                [14.698097, 100.829241],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_4df1712cb98e4817860f9f04a4f71db3 = L.popup({"maxWidth": "200"});

        
            var html_0543ce69f3e74df7be4a5d3f7098afe6 = $(`<div id="html_0543ce69f3e74df7be4a5d3f7098afe6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103010<br/><b>Location:</b> 14.698097,100.829241<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_4df1712cb98e4817860f9f04a4f71db3.setContent(html_0543ce69f3e74df7be4a5d3f7098afe6);
        

        regular_polygon_marker_b7e694d4993b41a5a0787499ec2988d2.bindPopup(popup_4df1712cb98e4817860f9f04a4f71db3)
        ;

        
    
    
            var regular_polygon_marker_a5d2b7a2803d49eda82312b9adccc854 = new L.RegularPolygonMarker(
                [14.703885, 100.828403],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_176be7f17f82447e9625b0776da12248 = L.popup({"maxWidth": "200"});

        
            var html_fc3101e6e1864af59e19a38abebf0c4e = $(`<div id="html_fc3101e6e1864af59e19a38abebf0c4e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102647<br/><b>Location:</b> 14.703885,100.828403<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_176be7f17f82447e9625b0776da12248.setContent(html_fc3101e6e1864af59e19a38abebf0c4e);
        

        regular_polygon_marker_a5d2b7a2803d49eda82312b9adccc854.bindPopup(popup_176be7f17f82447e9625b0776da12248)
        ;

        
    
    
            var regular_polygon_marker_52144216e033458dadc92c6e79b34b17 = new L.RegularPolygonMarker(
                [14.698492, 100.83093],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_59052c90e61a489080325fe92144389d = L.popup({"maxWidth": "200"});

        
            var html_08b4a4944c1f4ca2bb8619ae9aeae675 = $(`<div id="html_08b4a4944c1f4ca2bb8619ae9aeae675" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104066<br/><b>Location:</b> 14.698492,100.83093<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_59052c90e61a489080325fe92144389d.setContent(html_08b4a4944c1f4ca2bb8619ae9aeae675);
        

        regular_polygon_marker_52144216e033458dadc92c6e79b34b17.bindPopup(popup_59052c90e61a489080325fe92144389d)
        ;

        
    
    
            var regular_polygon_marker_bf796b1be16f40a0908d621f3ccb6bbc = new L.RegularPolygonMarker(
                [14.700496, 100.828075],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "yellow", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 4, "opacity": 1.0, "radius": 8, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401);
        
    
        var popup_1fe348c34fd24ed9b72a8e1d2cfcf8cd = L.popup({"maxWidth": "200"});

        
            var html_8211e6b179334ff4a532d48323424445 = $(`<div id="html_8211e6b179334ff4a532d48323424445" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103910<br/><b>Location:</b> 14.700496,100.828075<br/><b>MIRU ID:</b> 2<br/><b>Drug Resistance:</b> Resistant to more than 1 drug</div>`)[0];
            popup_1fe348c34fd24ed9b72a8e1d2cfcf8cd.setContent(html_8211e6b179334ff4a532d48323424445);
        

        regular_polygon_marker_bf796b1be16f40a0908d621f3ccb6bbc.bindPopup(popup_1fe348c34fd24ed9b72a8e1d2cfcf8cd)
        ;

        
    
    
            var feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee = L.featureGroup.subGroup(
                feature_group_062e876557e94e4ea6944ea64efcfcde
            );
            feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee.addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var circle_marker_940a0d2103bc4db9b3403761006a8931 = L.circleMarker(
                [14.704461, 100.828607],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_7943bbce506d4dd985a3a4e83ecbec09 = L.popup({"maxWidth": "200"});

        
            var html_efc7b1ee27d44adca4329b786d3fce35 = $(`<div id="html_efc7b1ee27d44adca4329b786d3fce35" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102678<br/><b>Location:</b> 14.704461,100.828607<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_7943bbce506d4dd985a3a4e83ecbec09.setContent(html_efc7b1ee27d44adca4329b786d3fce35);
        

        circle_marker_940a0d2103bc4db9b3403761006a8931.bindPopup(popup_7943bbce506d4dd985a3a4e83ecbec09)
        ;

        
    
    
            var circle_marker_3c0fd8cdfe564038bc43c287c57ff555 = L.circleMarker(
                [14.702418, 100.829261],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_bb7b2ece8ee6411ba6f9d249d8455b39 = L.popup({"maxWidth": "200"});

        
            var html_576c7f1c13444f8eb1d157e0bff79026 = $(`<div id="html_576c7f1c13444f8eb1d157e0bff79026" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-100913<br/><b>Location:</b> 14.702418,100.829261<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_bb7b2ece8ee6411ba6f9d249d8455b39.setContent(html_576c7f1c13444f8eb1d157e0bff79026);
        

        circle_marker_3c0fd8cdfe564038bc43c287c57ff555.bindPopup(popup_bb7b2ece8ee6411ba6f9d249d8455b39)
        ;

        
    
    
            var circle_marker_d68af674e17b42acba244b9e13af7a8a = L.circleMarker(
                [14.701287, 100.829405],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_48fd72b43844437889e349f00ece0a23 = L.popup({"maxWidth": "200"});

        
            var html_7bb167bd6f9c49a78b706616b66b6942 = $(`<div id="html_7bb167bd6f9c49a78b706616b66b6942" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101384<br/><b>Location:</b> 14.701287,100.829405<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_48fd72b43844437889e349f00ece0a23.setContent(html_7bb167bd6f9c49a78b706616b66b6942);
        

        circle_marker_d68af674e17b42acba244b9e13af7a8a.bindPopup(popup_48fd72b43844437889e349f00ece0a23)
        ;

        
    
    
            var circle_marker_466052ff176046bfa25a5ac9d97b0bee = L.circleMarker(
                [14.696283, 100.828866],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_36ad6bbd37db449d91bec1ba5f5d173c = L.popup({"maxWidth": "200"});

        
            var html_175d75638d1448a99fba76110ee28349 = $(`<div id="html_175d75638d1448a99fba76110ee28349" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101786<br/><b>Location:</b> 14.696283,100.828866<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_36ad6bbd37db449d91bec1ba5f5d173c.setContent(html_175d75638d1448a99fba76110ee28349);
        

        circle_marker_466052ff176046bfa25a5ac9d97b0bee.bindPopup(popup_36ad6bbd37db449d91bec1ba5f5d173c)
        ;

        
    
    
            var circle_marker_a7e7490bac6a41ba9474871de501d23c = L.circleMarker(
                [14.701097, 100.827828],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_6fd97db04b804858a6ffe54d15a4f1c9 = L.popup({"maxWidth": "200"});

        
            var html_7b1c97288bd44c9d9d2ece12bdc5186a = $(`<div id="html_7b1c97288bd44c9d9d2ece12bdc5186a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102130<br/><b>Location:</b> 14.701097,100.827828<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_6fd97db04b804858a6ffe54d15a4f1c9.setContent(html_7b1c97288bd44c9d9d2ece12bdc5186a);
        

        circle_marker_a7e7490bac6a41ba9474871de501d23c.bindPopup(popup_6fd97db04b804858a6ffe54d15a4f1c9)
        ;

        
    
    
            var circle_marker_1e2369bf71d94c3ca49c8d75515beb16 = L.circleMarker(
                [14.698474, 100.825645],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_e57d6da691974a12894db66915e50a63 = L.popup({"maxWidth": "200"});

        
            var html_507b7d85f9ea4580aebfd80208448ba0 = $(`<div id="html_507b7d85f9ea4580aebfd80208448ba0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102116<br/><b>Location:</b> 14.698474,100.825645<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_e57d6da691974a12894db66915e50a63.setContent(html_507b7d85f9ea4580aebfd80208448ba0);
        

        circle_marker_1e2369bf71d94c3ca49c8d75515beb16.bindPopup(popup_e57d6da691974a12894db66915e50a63)
        ;

        
    
    
            var circle_marker_147b4423ff9b45e4a735c5e66a438c12 = L.circleMarker(
                [14.698589, 100.826874],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_891821db58b3431fa38be90675fe9464 = L.popup({"maxWidth": "200"});

        
            var html_0d403c9bcbd640a097859de298dcba25 = $(`<div id="html_0d403c9bcbd640a097859de298dcba25" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102212<br/><b>Location:</b> 14.698589,100.826874<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_891821db58b3431fa38be90675fe9464.setContent(html_0d403c9bcbd640a097859de298dcba25);
        

        circle_marker_147b4423ff9b45e4a735c5e66a438c12.bindPopup(popup_891821db58b3431fa38be90675fe9464)
        ;

        
    
    
            var circle_marker_09ec2aa0a4c44f2aa09ebb83c6b0cd5e = L.circleMarker(
                [14.69601, 100.82883],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_6c9ca3802bbc402b9fcd2ada525ba3e4 = L.popup({"maxWidth": "200"});

        
            var html_1f5c9e4d8b3d44d7a43c551d01acbb0b = $(`<div id="html_1f5c9e4d8b3d44d7a43c551d01acbb0b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102261<br/><b>Location:</b> 14.69601,100.82883<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_6c9ca3802bbc402b9fcd2ada525ba3e4.setContent(html_1f5c9e4d8b3d44d7a43c551d01acbb0b);
        

        circle_marker_09ec2aa0a4c44f2aa09ebb83c6b0cd5e.bindPopup(popup_6c9ca3802bbc402b9fcd2ada525ba3e4)
        ;

        
    
    
            var circle_marker_87aacf2b45514a8f951de1b9c428dab4 = L.circleMarker(
                [14.701249, 100.830804],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_c57f564746ed4331879259aa759d560e = L.popup({"maxWidth": "200"});

        
            var html_fb2a526448a944e881a3e1907e5366e9 = $(`<div id="html_fb2a526448a944e881a3e1907e5366e9" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102324<br/><b>Location:</b> 14.701249,100.830804<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_c57f564746ed4331879259aa759d560e.setContent(html_fb2a526448a944e881a3e1907e5366e9);
        

        circle_marker_87aacf2b45514a8f951de1b9c428dab4.bindPopup(popup_c57f564746ed4331879259aa759d560e)
        ;

        
    
    
            var circle_marker_d28187f5d6444be084a3b55c1051f501 = L.circleMarker(
                [14.700381, 100.828599],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_d46e2d9e44634d8a9a330ff960e71900 = L.popup({"maxWidth": "200"});

        
            var html_16e2731cf82549f39c547895cdf0763f = $(`<div id="html_16e2731cf82549f39c547895cdf0763f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102538<br/><b>Location:</b> 14.700381,100.828599<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_d46e2d9e44634d8a9a330ff960e71900.setContent(html_16e2731cf82549f39c547895cdf0763f);
        

        circle_marker_d28187f5d6444be084a3b55c1051f501.bindPopup(popup_d46e2d9e44634d8a9a330ff960e71900)
        ;

        
    
    
            var circle_marker_98a9f17dbfb54bef97d703cd1b04dcb4 = L.circleMarker(
                [14.703802, 100.828949],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_f0ba633dbbde426fa8ac9ed5091c4373 = L.popup({"maxWidth": "200"});

        
            var html_7bc8357d81bb42deacf8bb6cff4762ff = $(`<div id="html_7bc8357d81bb42deacf8bb6cff4762ff" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102674<br/><b>Location:</b> 14.703802,100.828949<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_f0ba633dbbde426fa8ac9ed5091c4373.setContent(html_7bc8357d81bb42deacf8bb6cff4762ff);
        

        circle_marker_98a9f17dbfb54bef97d703cd1b04dcb4.bindPopup(popup_f0ba633dbbde426fa8ac9ed5091c4373)
        ;

        
    
    
            var circle_marker_e69111eee73f4f0bb68db741a92018d0 = L.circleMarker(
                [14.700739, 100.828232],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_86204e182e814018a71565d8a9e12d22 = L.popup({"maxWidth": "200"});

        
            var html_7890e5ea1c9d4d10944cf70fe6e74962 = $(`<div id="html_7890e5ea1c9d4d10944cf70fe6e74962" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102551<br/><b>Location:</b> 14.700739,100.828232<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_86204e182e814018a71565d8a9e12d22.setContent(html_7890e5ea1c9d4d10944cf70fe6e74962);
        

        circle_marker_e69111eee73f4f0bb68db741a92018d0.bindPopup(popup_86204e182e814018a71565d8a9e12d22)
        ;

        
    
    
            var circle_marker_379531c2915649a084ac2a90d4e46899 = L.circleMarker(
                [14.700907, 100.828513],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_4a45fe6aab69482387ce125ed59b32e0 = L.popup({"maxWidth": "200"});

        
            var html_8146e8ef56d546e892eeb670b7e817c1 = $(`<div id="html_8146e8ef56d546e892eeb670b7e817c1" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102569<br/><b>Location:</b> 14.700907,100.828513<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_4a45fe6aab69482387ce125ed59b32e0.setContent(html_8146e8ef56d546e892eeb670b7e817c1);
        

        circle_marker_379531c2915649a084ac2a90d4e46899.bindPopup(popup_4a45fe6aab69482387ce125ed59b32e0)
        ;

        
    
    
            var circle_marker_31ebb2c3defa477b911ccbb2ed59e6d2 = L.circleMarker(
                [14.697386, 100.830141],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_2e857c208d9c4fbbbb7a9a7b0ac52480 = L.popup({"maxWidth": "200"});

        
            var html_ae41f81c0d01461d9f34cf0813d3c611 = $(`<div id="html_ae41f81c0d01461d9f34cf0813d3c611" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103351<br/><b>Location:</b> 14.697386,100.830141<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_2e857c208d9c4fbbbb7a9a7b0ac52480.setContent(html_ae41f81c0d01461d9f34cf0813d3c611);
        

        circle_marker_31ebb2c3defa477b911ccbb2ed59e6d2.bindPopup(popup_2e857c208d9c4fbbbb7a9a7b0ac52480)
        ;

        
    
    
            var circle_marker_80a6a91edb5149a896eef0014ba005d4 = L.circleMarker(
                [14.699756, 100.830818],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_7959994d833e488a8daaca5d53876543 = L.popup({"maxWidth": "200"});

        
            var html_ad42294f643a44979f04a652db8062ed = $(`<div id="html_ad42294f643a44979f04a652db8062ed" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102955<br/><b>Location:</b> 14.699756,100.830818<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_7959994d833e488a8daaca5d53876543.setContent(html_ad42294f643a44979f04a652db8062ed);
        

        circle_marker_80a6a91edb5149a896eef0014ba005d4.bindPopup(popup_7959994d833e488a8daaca5d53876543)
        ;

        
    
    
            var circle_marker_5c0ddc25f555446b8523625860701eef = L.circleMarker(
                [14.695376, 100.829897],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_0fa0e6a1d2b0450f85d3dc3964eddc9b = L.popup({"maxWidth": "200"});

        
            var html_075e646cebbb4b2787234041feaefaa0 = $(`<div id="html_075e646cebbb4b2787234041feaefaa0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103254<br/><b>Location:</b> 14.695376,100.829897<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_0fa0e6a1d2b0450f85d3dc3964eddc9b.setContent(html_075e646cebbb4b2787234041feaefaa0);
        

        circle_marker_5c0ddc25f555446b8523625860701eef.bindPopup(popup_0fa0e6a1d2b0450f85d3dc3964eddc9b)
        ;

        
    
    
            var circle_marker_e03945a91f104a01921da4c3ae78fd74 = L.circleMarker(
                [14.698229, 100.830874],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_d960128e9b51405aad6a001f65405427 = L.popup({"maxWidth": "200"});

        
            var html_64406ae4d4d74ff3aa3ff64f7f3ddc94 = $(`<div id="html_64406ae4d4d74ff3aa3ff64f7f3ddc94" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103529<br/><b>Location:</b> 14.698229,100.830874<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_d960128e9b51405aad6a001f65405427.setContent(html_64406ae4d4d74ff3aa3ff64f7f3ddc94);
        

        circle_marker_e03945a91f104a01921da4c3ae78fd74.bindPopup(popup_d960128e9b51405aad6a001f65405427)
        ;

        
    
    
            var circle_marker_798df42da5a746459b8f3334607cf572 = L.circleMarker(
                [14.698444, 100.826893],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_8ba1881f95a14144abff9ed09f4e7ed6 = L.popup({"maxWidth": "200"});

        
            var html_4b0c91c1127f4850bdff6479ed8257a1 = $(`<div id="html_4b0c91c1127f4850bdff6479ed8257a1" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103277<br/><b>Location:</b> 14.698444,100.826893<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_8ba1881f95a14144abff9ed09f4e7ed6.setContent(html_4b0c91c1127f4850bdff6479ed8257a1);
        

        circle_marker_798df42da5a746459b8f3334607cf572.bindPopup(popup_8ba1881f95a14144abff9ed09f4e7ed6)
        ;

        
    
    
            var circle_marker_bd4ff559f3524b2aa4165395cadca2e2 = L.circleMarker(
                [14.701148, 100.831251],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_d6e531135612452fa5a1efc7b23d1aeb = L.popup({"maxWidth": "200"});

        
            var html_256eb5526fef4929b0439d77f8c5d439 = $(`<div id="html_256eb5526fef4929b0439d77f8c5d439" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103708<br/><b>Location:</b> 14.701148,100.831251<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_d6e531135612452fa5a1efc7b23d1aeb.setContent(html_256eb5526fef4929b0439d77f8c5d439);
        

        circle_marker_bd4ff559f3524b2aa4165395cadca2e2.bindPopup(popup_d6e531135612452fa5a1efc7b23d1aeb)
        ;

        
    
    
            var circle_marker_5534f4adfb4443988b0243e28444c88f = L.circleMarker(
                [14.697876, 100.830861],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_8beaf078d02345a5ab4b5a20ef7281d8 = L.popup({"maxWidth": "200"});

        
            var html_b0e354efed6f4f3287f23e069157dd90 = $(`<div id="html_b0e354efed6f4f3287f23e069157dd90" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104072<br/><b>Location:</b> 14.697876,100.830861<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_8beaf078d02345a5ab4b5a20ef7281d8.setContent(html_b0e354efed6f4f3287f23e069157dd90);
        

        circle_marker_5534f4adfb4443988b0243e28444c88f.bindPopup(popup_8beaf078d02345a5ab4b5a20ef7281d8)
        ;

        
    
    
            var circle_marker_00b3e3c1dfac4761adc64e38fed12f26 = L.circleMarker(
                [14.699333, 100.830066],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_2a95c170aba744ce994385ce2df7eea1 = L.popup({"maxWidth": "200"});

        
            var html_a70d17129cd84861b0256c721cdeb395 = $(`<div id="html_a70d17129cd84861b0256c721cdeb395" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103996<br/><b>Location:</b> 14.699333,100.830066<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_2a95c170aba744ce994385ce2df7eea1.setContent(html_a70d17129cd84861b0256c721cdeb395);
        

        circle_marker_00b3e3c1dfac4761adc64e38fed12f26.bindPopup(popup_2a95c170aba744ce994385ce2df7eea1)
        ;

        
    
    
            var circle_marker_e8789f070a2d4e40b0c4426436ce3987 = L.circleMarker(
                [14.703223, 100.829418],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "blue", "fillOpacity": 0.8, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee);
        
    
        var popup_4b8c8c5f759c422e9ae3068dfec56d39 = L.popup({"maxWidth": "200"});

        
            var html_eb5c0dc2cda14588970c17701781b8ec = $(`<div id="html_eb5c0dc2cda14588970c17701781b8ec" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101964<br/><b>Location:</b> 14.703223,100.829418<br/><b>MIRU ID:</b> 3<br/><b>Drug Resistance:</b> PANSUSCEPTIBLE</div>`)[0];
            popup_4b8c8c5f759c422e9ae3068dfec56d39.setContent(html_eb5c0dc2cda14588970c17701781b8ec);
        

        circle_marker_e8789f070a2d4e40b0c4426436ce3987.bindPopup(popup_4b8c8c5f759c422e9ae3068dfec56d39)
        ;

        
    
    
            var feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663 = L.featureGroup.subGroup(
                feature_group_062e876557e94e4ea6944ea64efcfcde
            );
            feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663.addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var circle_marker_3081116328514e81893c4ce281cabd62 = L.circleMarker(
                [14.702266, 100.829347],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_69e975420c7448aeaafd4e288054a4f2 = L.popup({"maxWidth": "200"});

        
            var html_dd938c74f774425d955b7e6a49ad6f36 = $(`<div id="html_dd938c74f774425d955b7e6a49ad6f36" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101007<br/><b>Location:</b> 14.702266,100.829347<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_69e975420c7448aeaafd4e288054a4f2.setContent(html_dd938c74f774425d955b7e6a49ad6f36);
        

        circle_marker_3081116328514e81893c4ce281cabd62.bindPopup(popup_69e975420c7448aeaafd4e288054a4f2)
        ;

        
    
    
            var circle_marker_0b75f564f5f94bf68ff7e7703a64734b = L.circleMarker(
                [14.699828, 100.825159],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_1291fc06b1fa467fa1a0e517432f6dc1 = L.popup({"maxWidth": "200"});

        
            var html_1ba9680a81714c57a77fe118c0e6266f = $(`<div id="html_1ba9680a81714c57a77fe118c0e6266f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101290<br/><b>Location:</b> 14.699828,100.825159<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_1291fc06b1fa467fa1a0e517432f6dc1.setContent(html_1ba9680a81714c57a77fe118c0e6266f);
        

        circle_marker_0b75f564f5f94bf68ff7e7703a64734b.bindPopup(popup_1291fc06b1fa467fa1a0e517432f6dc1)
        ;

        
    
    
            var circle_marker_12a244d9efdd43c48b4e4392c873f5b9 = L.circleMarker(
                [14.700197, 100.824887],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6675b3c092294078875210c1ba46c3b1 = L.popup({"maxWidth": "200"});

        
            var html_c48c71f402734eddb3e159e49a99fec9 = $(`<div id="html_c48c71f402734eddb3e159e49a99fec9" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101067<br/><b>Location:</b> 14.700197,100.824887<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6675b3c092294078875210c1ba46c3b1.setContent(html_c48c71f402734eddb3e159e49a99fec9);
        

        circle_marker_12a244d9efdd43c48b4e4392c873f5b9.bindPopup(popup_6675b3c092294078875210c1ba46c3b1)
        ;

        
    
    
            var circle_marker_fbb3840e934c493481c179a509ba15eb = L.circleMarker(
                [14.697482, 100.829032],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_16ee58f329554c518a9bd970398197d4 = L.popup({"maxWidth": "200"});

        
            var html_0f017fa3a5884b10a8d6e0ac1a46017d = $(`<div id="html_0f017fa3a5884b10a8d6e0ac1a46017d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101184<br/><b>Location:</b> 14.697482,100.829032<br/><b>MIRU ID:</b> 5<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_16ee58f329554c518a9bd970398197d4.setContent(html_0f017fa3a5884b10a8d6e0ac1a46017d);
        

        circle_marker_fbb3840e934c493481c179a509ba15eb.bindPopup(popup_16ee58f329554c518a9bd970398197d4)
        ;

        
    
    
            var circle_marker_ccf8aec213344eafb90abe7b763d219f = L.circleMarker(
                [14.702959, 100.829228],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6f3af9a255c5456798436d1b513948f0 = L.popup({"maxWidth": "200"});

        
            var html_e8604623f72d4326952c66df03f52f82 = $(`<div id="html_e8604623f72d4326952c66df03f52f82" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101176<br/><b>Location:</b> 14.702959,100.829228<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6f3af9a255c5456798436d1b513948f0.setContent(html_e8604623f72d4326952c66df03f52f82);
        

        circle_marker_ccf8aec213344eafb90abe7b763d219f.bindPopup(popup_6f3af9a255c5456798436d1b513948f0)
        ;

        
    
    
            var circle_marker_690a3c4ea82842eebf1ec66136411184 = L.circleMarker(
                [14.702244, 100.82914],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_332a13179e5a455a86251fe148cb9bc9 = L.popup({"maxWidth": "200"});

        
            var html_f9a78cac02b64bf9b6ac15d5a5d7993f = $(`<div id="html_f9a78cac02b64bf9b6ac15d5a5d7993f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101497<br/><b>Location:</b> 14.702244,100.82914<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_332a13179e5a455a86251fe148cb9bc9.setContent(html_f9a78cac02b64bf9b6ac15d5a5d7993f);
        

        circle_marker_690a3c4ea82842eebf1ec66136411184.bindPopup(popup_332a13179e5a455a86251fe148cb9bc9)
        ;

        
    
    
            var circle_marker_cd38f3b0584745fd99f3efb7e120c237 = L.circleMarker(
                [14.702908, 100.829344],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_d426bb50f0ab4c0db0e696fb7e56c1ac = L.popup({"maxWidth": "200"});

        
            var html_62cb141bdcd64cab89247bbab86a8330 = $(`<div id="html_62cb141bdcd64cab89247bbab86a8330" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101280<br/><b>Location:</b> 14.702908,100.829344<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_d426bb50f0ab4c0db0e696fb7e56c1ac.setContent(html_62cb141bdcd64cab89247bbab86a8330);
        

        circle_marker_cd38f3b0584745fd99f3efb7e120c237.bindPopup(popup_d426bb50f0ab4c0db0e696fb7e56c1ac)
        ;

        
    
    
            var circle_marker_5b1b64aa6d454cba91eb1fcbdb399ff0 = L.circleMarker(
                [14.701485, 100.829494],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_91fbafa416de4e389a594576ab87140d = L.popup({"maxWidth": "200"});

        
            var html_b9b0bae7eddb4240b87817c05cc00c4c = $(`<div id="html_b9b0bae7eddb4240b87817c05cc00c4c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101055<br/><b>Location:</b> 14.701485,100.829494<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_91fbafa416de4e389a594576ab87140d.setContent(html_b9b0bae7eddb4240b87817c05cc00c4c);
        

        circle_marker_5b1b64aa6d454cba91eb1fcbdb399ff0.bindPopup(popup_91fbafa416de4e389a594576ab87140d)
        ;

        
    
    
            var circle_marker_23bcfdbaa9a84fee82a3204bd1056799 = L.circleMarker(
                [14.702186, 100.829138],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9e60ba79f90340b49585c7cbe74f099e = L.popup({"maxWidth": "200"});

        
            var html_30a213e4f9a0468db9b717fc46976734 = $(`<div id="html_30a213e4f9a0468db9b717fc46976734" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-100864<br/><b>Location:</b> 14.702186,100.829138<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9e60ba79f90340b49585c7cbe74f099e.setContent(html_30a213e4f9a0468db9b717fc46976734);
        

        circle_marker_23bcfdbaa9a84fee82a3204bd1056799.bindPopup(popup_9e60ba79f90340b49585c7cbe74f099e)
        ;

        
    
    
            var circle_marker_acb95604d9754880b4d4c9513d43055d = L.circleMarker(
                [14.697514, 100.829373],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e4730de184f54c52ade0d98dd47356d1 = L.popup({"maxWidth": "200"});

        
            var html_2202f007dac140dba597e75ca16aa355 = $(`<div id="html_2202f007dac140dba597e75ca16aa355" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101271<br/><b>Location:</b> 14.697514,100.829373<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e4730de184f54c52ade0d98dd47356d1.setContent(html_2202f007dac140dba597e75ca16aa355);
        

        circle_marker_acb95604d9754880b4d4c9513d43055d.bindPopup(popup_e4730de184f54c52ade0d98dd47356d1)
        ;

        
    
    
            var circle_marker_f8bf46759e91452db1d67a460e0728da = L.circleMarker(
                [14.696928, 100.829002],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_4686b84e05c44bfd865d705c9383e58f = L.popup({"maxWidth": "200"});

        
            var html_8957c27a2e704ff3809bf4a4f10849f2 = $(`<div id="html_8957c27a2e704ff3809bf4a4f10849f2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101353<br/><b>Location:</b> 14.696928,100.829002<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_4686b84e05c44bfd865d705c9383e58f.setContent(html_8957c27a2e704ff3809bf4a4f10849f2);
        

        circle_marker_f8bf46759e91452db1d67a460e0728da.bindPopup(popup_4686b84e05c44bfd865d705c9383e58f)
        ;

        
    
    
            var circle_marker_ff98c9d4fe3e4545a88ce01b0172e8ba = L.circleMarker(
                [14.697212, 100.82942],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_887dc9f967ab40db9ac6f20a3d3a3db1 = L.popup({"maxWidth": "200"});

        
            var html_3eedba5a50024cd3b379b7032b0f6ed6 = $(`<div id="html_3eedba5a50024cd3b379b7032b0f6ed6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101439<br/><b>Location:</b> 14.697212,100.82942<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_887dc9f967ab40db9ac6f20a3d3a3db1.setContent(html_3eedba5a50024cd3b379b7032b0f6ed6);
        

        circle_marker_ff98c9d4fe3e4545a88ce01b0172e8ba.bindPopup(popup_887dc9f967ab40db9ac6f20a3d3a3db1)
        ;

        
    
    
            var circle_marker_f0108f3e2b85407abdab1f9aeffe2b79 = L.circleMarker(
                [14.699706, 100.826055],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_46ad004048c14bee81b5a6e7c6f06165 = L.popup({"maxWidth": "200"});

        
            var html_b84fc2a198c042808830ca0892ebd9d5 = $(`<div id="html_b84fc2a198c042808830ca0892ebd9d5" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101034<br/><b>Location:</b> 14.699706,100.826055<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_46ad004048c14bee81b5a6e7c6f06165.setContent(html_b84fc2a198c042808830ca0892ebd9d5);
        

        circle_marker_f0108f3e2b85407abdab1f9aeffe2b79.bindPopup(popup_46ad004048c14bee81b5a6e7c6f06165)
        ;

        
    
    
            var circle_marker_eb61554dad9045288949b4a7f8155b02 = L.circleMarker(
                [14.701043, 100.829447],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a8f3a90f990b4664964925d06d19f071 = L.popup({"maxWidth": "200"});

        
            var html_70b23106fefc4658be533d7d103bc978 = $(`<div id="html_70b23106fefc4658be533d7d103bc978" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101039<br/><b>Location:</b> 14.701043,100.829447<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a8f3a90f990b4664964925d06d19f071.setContent(html_70b23106fefc4658be533d7d103bc978);
        

        circle_marker_eb61554dad9045288949b4a7f8155b02.bindPopup(popup_a8f3a90f990b4664964925d06d19f071)
        ;

        
    
    
            var circle_marker_108215e5b8394b33ac3e145c29090ec9 = L.circleMarker(
                [14.703556, 100.829181],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c94fd19006d140e1a113f40c16076b1a = L.popup({"maxWidth": "200"});

        
            var html_d4dae717e69e4d57b82c547d9d859f05 = $(`<div id="html_d4dae717e69e4d57b82c547d9d859f05" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101275<br/><b>Location:</b> 14.703556,100.829181<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c94fd19006d140e1a113f40c16076b1a.setContent(html_d4dae717e69e4d57b82c547d9d859f05);
        

        circle_marker_108215e5b8394b33ac3e145c29090ec9.bindPopup(popup_c94fd19006d140e1a113f40c16076b1a)
        ;

        
    
    
            var circle_marker_6058d72933594db5839791aeb0a9a2f6 = L.circleMarker(
                [14.7028, 100.82924],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_7634dc9b4178431790aad10ac4252159 = L.popup({"maxWidth": "200"});

        
            var html_dd362cdd6c92488cae8f1dc5f532d3a5 = $(`<div id="html_dd362cdd6c92488cae8f1dc5f532d3a5" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101276<br/><b>Location:</b> 14.7028,100.82924<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_7634dc9b4178431790aad10ac4252159.setContent(html_dd362cdd6c92488cae8f1dc5f532d3a5);
        

        circle_marker_6058d72933594db5839791aeb0a9a2f6.bindPopup(popup_7634dc9b4178431790aad10ac4252159)
        ;

        
    
    
            var circle_marker_79622d0b9ef84b58bf97a412add5e9a9 = L.circleMarker(
                [14.702821, 100.828362],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9ed9b72a3fad431db4c7e7b902f3e8d0 = L.popup({"maxWidth": "200"});

        
            var html_776a901a0eb14c72a4d8145c3c093fd0 = $(`<div id="html_776a901a0eb14c72a4d8145c3c093fd0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101553<br/><b>Location:</b> 14.702821,100.828362<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9ed9b72a3fad431db4c7e7b902f3e8d0.setContent(html_776a901a0eb14c72a4d8145c3c093fd0);
        

        circle_marker_79622d0b9ef84b58bf97a412add5e9a9.bindPopup(popup_9ed9b72a3fad431db4c7e7b902f3e8d0)
        ;

        
    
    
            var circle_marker_5f03f5232c944a2190c2453b5700e8f4 = L.circleMarker(
                [14.700395, 100.82553],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0d4a29cc5dd1451182ae2e35526483cc = L.popup({"maxWidth": "200"});

        
            var html_a6bc21cffdc84ecf91dc65c58a37d8ec = $(`<div id="html_a6bc21cffdc84ecf91dc65c58a37d8ec" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101291<br/><b>Location:</b> 14.700395,100.82553<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0d4a29cc5dd1451182ae2e35526483cc.setContent(html_a6bc21cffdc84ecf91dc65c58a37d8ec);
        

        circle_marker_5f03f5232c944a2190c2453b5700e8f4.bindPopup(popup_0d4a29cc5dd1451182ae2e35526483cc)
        ;

        
    
    
            var circle_marker_075e4953427045258c7042369fd1f014 = L.circleMarker(
                [14.702595, 100.828832],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_7c06090b104945cda1d3e1bf786f71d3 = L.popup({"maxWidth": "200"});

        
            var html_cd8528057a254516b1a0d2511c847bdf = $(`<div id="html_cd8528057a254516b1a0d2511c847bdf" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101404<br/><b>Location:</b> 14.702595,100.828832<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_7c06090b104945cda1d3e1bf786f71d3.setContent(html_cd8528057a254516b1a0d2511c847bdf);
        

        circle_marker_075e4953427045258c7042369fd1f014.bindPopup(popup_7c06090b104945cda1d3e1bf786f71d3)
        ;

        
    
    
            var circle_marker_da34dc6c229c439b99dffd47e7d9e487 = L.circleMarker(
                [14.699475, 100.825984],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_247f834a907c402e934c6a0bae4fc7d2 = L.popup({"maxWidth": "200"});

        
            var html_6f9e611e49254d5bba5dcfb4ccd1714a = $(`<div id="html_6f9e611e49254d5bba5dcfb4ccd1714a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101598<br/><b>Location:</b> 14.699475,100.825984<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_247f834a907c402e934c6a0bae4fc7d2.setContent(html_6f9e611e49254d5bba5dcfb4ccd1714a);
        

        circle_marker_da34dc6c229c439b99dffd47e7d9e487.bindPopup(popup_247f834a907c402e934c6a0bae4fc7d2)
        ;

        
    
    
            var circle_marker_aaabec097ea641fab9d5fdfef5e5ed4b = L.circleMarker(
                [14.699378, 100.825801],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_2e0c7fc0dc2a41c2a3345a761739e86a = L.popup({"maxWidth": "200"});

        
            var html_851751ba08bd4b5b8a9eb5f4bffb3d91 = $(`<div id="html_851751ba08bd4b5b8a9eb5f4bffb3d91" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101631<br/><b>Location:</b> 14.699378,100.825801<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_2e0c7fc0dc2a41c2a3345a761739e86a.setContent(html_851751ba08bd4b5b8a9eb5f4bffb3d91);
        

        circle_marker_aaabec097ea641fab9d5fdfef5e5ed4b.bindPopup(popup_2e0c7fc0dc2a41c2a3345a761739e86a)
        ;

        
    
    
            var circle_marker_5b587d35dfc64ff98da8c4809f7591fd = L.circleMarker(
                [14.701389, 100.829483],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_7aa10da863484669a38ab8847a24080d = L.popup({"maxWidth": "200"});

        
            var html_26517d65d4dd4df5b9a84302075104e6 = $(`<div id="html_26517d65d4dd4df5b9a84302075104e6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101343<br/><b>Location:</b> 14.701389,100.829483<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_7aa10da863484669a38ab8847a24080d.setContent(html_26517d65d4dd4df5b9a84302075104e6);
        

        circle_marker_5b587d35dfc64ff98da8c4809f7591fd.bindPopup(popup_7aa10da863484669a38ab8847a24080d)
        ;

        
    
    
            var circle_marker_2b516a41c3794a6a820a90bafc2fb686 = L.circleMarker(
                [14.701636, 100.830114],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_f8cebd9f0f824e13a6a36fda7e1f52ba = L.popup({"maxWidth": "200"});

        
            var html_564883b88ace40f39ab5e98cfabbce3a = $(`<div id="html_564883b88ace40f39ab5e98cfabbce3a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-100877<br/><b>Location:</b> 14.701636,100.830114<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_f8cebd9f0f824e13a6a36fda7e1f52ba.setContent(html_564883b88ace40f39ab5e98cfabbce3a);
        

        circle_marker_2b516a41c3794a6a820a90bafc2fb686.bindPopup(popup_f8cebd9f0f824e13a6a36fda7e1f52ba)
        ;

        
    
    
            var circle_marker_362a79bc2a2343079c4f4bc53a325a12 = L.circleMarker(
                [14.700165, 100.828806],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_94cda634ac704839920a61a981481f94 = L.popup({"maxWidth": "200"});

        
            var html_9c538ac54f9f4b58a82d696248e82b0d = $(`<div id="html_9c538ac54f9f4b58a82d696248e82b0d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101829<br/><b>Location:</b> 14.700165,100.828806<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_94cda634ac704839920a61a981481f94.setContent(html_9c538ac54f9f4b58a82d696248e82b0d);
        

        circle_marker_362a79bc2a2343079c4f4bc53a325a12.bindPopup(popup_94cda634ac704839920a61a981481f94)
        ;

        
    
    
            var circle_marker_eb1353bcc9c24eb28a6fc3adb06b6782 = L.circleMarker(
                [14.70058, 100.829316],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_732a33c58efa4729978d4260edc1f262 = L.popup({"maxWidth": "200"});

        
            var html_eef975ceaf4e4f8cbcb501981b916ed8 = $(`<div id="html_eef975ceaf4e4f8cbcb501981b916ed8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101647<br/><b>Location:</b> 14.70058,100.829316<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_732a33c58efa4729978d4260edc1f262.setContent(html_eef975ceaf4e4f8cbcb501981b916ed8);
        

        circle_marker_eb1353bcc9c24eb28a6fc3adb06b6782.bindPopup(popup_732a33c58efa4729978d4260edc1f262)
        ;

        
    
    
            var circle_marker_9c2c98110c1c40e8a2e4adfb19506cf9 = L.circleMarker(
                [14.700601, 100.829062],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0170762a3c64447ca7aa56b84bdf57ae = L.popup({"maxWidth": "200"});

        
            var html_09eb0e4e865e4849962935fbd84907d4 = $(`<div id="html_09eb0e4e865e4849962935fbd84907d4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101637<br/><b>Location:</b> 14.700601,100.829062<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0170762a3c64447ca7aa56b84bdf57ae.setContent(html_09eb0e4e865e4849962935fbd84907d4);
        

        circle_marker_9c2c98110c1c40e8a2e4adfb19506cf9.bindPopup(popup_0170762a3c64447ca7aa56b84bdf57ae)
        ;

        
    
    
            var circle_marker_e327a1621a1f44d18db6ca0155b09c63 = L.circleMarker(
                [14.696537, 100.829133],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_8d0232517e904e0bb8cfe253b3fb6816 = L.popup({"maxWidth": "200"});

        
            var html_0b8edc3361f148c6a7da7ffc5a1fd073 = $(`<div id="html_0b8edc3361f148c6a7da7ffc5a1fd073" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101752<br/><b>Location:</b> 14.696537,100.829133<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_8d0232517e904e0bb8cfe253b3fb6816.setContent(html_0b8edc3361f148c6a7da7ffc5a1fd073);
        

        circle_marker_e327a1621a1f44d18db6ca0155b09c63.bindPopup(popup_8d0232517e904e0bb8cfe253b3fb6816)
        ;

        
    
    
            var circle_marker_d64344749b0747669c5d6fafad246946 = L.circleMarker(
                [14.696327, 100.82901],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_cbd0d432e7204ddaa642d019fd24c5e0 = L.popup({"maxWidth": "200"});

        
            var html_6b612cf2d19643f09d3a348364a03794 = $(`<div id="html_6b612cf2d19643f09d3a348364a03794" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101765<br/><b>Location:</b> 14.696327,100.82901<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_cbd0d432e7204ddaa642d019fd24c5e0.setContent(html_6b612cf2d19643f09d3a348364a03794);
        

        circle_marker_d64344749b0747669c5d6fafad246946.bindPopup(popup_cbd0d432e7204ddaa642d019fd24c5e0)
        ;

        
    
    
            var circle_marker_14ed7fb3109b4aa9b63ac28becf6dc26 = L.circleMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_d58f9189d71a40fc8abb6a79c270e263 = L.popup({"maxWidth": "200"});

        
            var html_276400ce631c467187fc7ef060b4d237 = $(`<div id="html_276400ce631c467187fc7ef060b4d237" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101577<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_d58f9189d71a40fc8abb6a79c270e263.setContent(html_276400ce631c467187fc7ef060b4d237);
        

        circle_marker_14ed7fb3109b4aa9b63ac28becf6dc26.bindPopup(popup_d58f9189d71a40fc8abb6a79c270e263)
        ;

        
    
    
            var circle_marker_44df9c07f9154a3a94e0b74541018426 = L.circleMarker(
                [14.700914, 100.828257],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e6643ecd3c06466bb72ac857e8831675 = L.popup({"maxWidth": "200"});

        
            var html_ebb2199c126941ceb2e8e300adbe0602 = $(`<div id="html_ebb2199c126941ceb2e8e300adbe0602" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101877<br/><b>Location:</b> 14.700914,100.828257<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e6643ecd3c06466bb72ac857e8831675.setContent(html_ebb2199c126941ceb2e8e300adbe0602);
        

        circle_marker_44df9c07f9154a3a94e0b74541018426.bindPopup(popup_e6643ecd3c06466bb72ac857e8831675)
        ;

        
    
    
            var circle_marker_e93bb578112243cf807e2e0326b876c6 = L.circleMarker(
                [14.698577, 100.825386],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_de6dce40b7054a2d9609465a8a74eb6f = L.popup({"maxWidth": "200"});

        
            var html_b11e97a5c4ef48a3bc1a7e61afe0464e = $(`<div id="html_b11e97a5c4ef48a3bc1a7e61afe0464e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102098<br/><b>Location:</b> 14.698577,100.825386<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_de6dce40b7054a2d9609465a8a74eb6f.setContent(html_b11e97a5c4ef48a3bc1a7e61afe0464e);
        

        circle_marker_e93bb578112243cf807e2e0326b876c6.bindPopup(popup_de6dce40b7054a2d9609465a8a74eb6f)
        ;

        
    
    
            var circle_marker_5076f44696324389a69752501bb1a682 = L.circleMarker(
                [14.698577, 100.825386],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_cd2fc2fb917e443c9685cc7e4716821e = L.popup({"maxWidth": "200"});

        
            var html_97cafd7689074618b2b84cdfdfc5c56c = $(`<div id="html_97cafd7689074618b2b84cdfdfc5c56c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104971<br/><b>Location:</b> 14.698577,100.825386<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_cd2fc2fb917e443c9685cc7e4716821e.setContent(html_97cafd7689074618b2b84cdfdfc5c56c);
        

        circle_marker_5076f44696324389a69752501bb1a682.bindPopup(popup_cd2fc2fb917e443c9685cc7e4716821e)
        ;

        
    
    
            var circle_marker_4bf288b4824b45739f341b4fe921e0f3 = L.circleMarker(
                [14.702231, 100.828764],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_8ed26173a6da428d962a7709f25f5bae = L.popup({"maxWidth": "200"});

        
            var html_2e7068e8a3ca4fe0bc73905e1414ab01 = $(`<div id="html_2e7068e8a3ca4fe0bc73905e1414ab01" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-100945<br/><b>Location:</b> 14.702231,100.828764<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_8ed26173a6da428d962a7709f25f5bae.setContent(html_2e7068e8a3ca4fe0bc73905e1414ab01);
        

        circle_marker_4bf288b4824b45739f341b4fe921e0f3.bindPopup(popup_8ed26173a6da428d962a7709f25f5bae)
        ;

        
    
    
            var circle_marker_c4847860c4dd4f6aaa34d8238aeb0c0b = L.circleMarker(
                [14.700932, 100.830416],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a81dba3d0fc942f3aeef5ab705002e33 = L.popup({"maxWidth": "200"});

        
            var html_610eeda78cf7482f8efb68016b5ea3d3 = $(`<div id="html_610eeda78cf7482f8efb68016b5ea3d3" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101166<br/><b>Location:</b> 14.700932,100.830416<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a81dba3d0fc942f3aeef5ab705002e33.setContent(html_610eeda78cf7482f8efb68016b5ea3d3);
        

        circle_marker_c4847860c4dd4f6aaa34d8238aeb0c0b.bindPopup(popup_a81dba3d0fc942f3aeef5ab705002e33)
        ;

        
    
    
            var circle_marker_6126eed556ff43bcbbe88b5b9c7ac05b = L.circleMarker(
                [14.702375, 100.829729],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_93b9c5fcf2fa48dd91275ba87146199d = L.popup({"maxWidth": "200"});

        
            var html_4fd65e9bdbd44cb6836a73f69c1b4834 = $(`<div id="html_4fd65e9bdbd44cb6836a73f69c1b4834" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102148<br/><b>Location:</b> 14.702375,100.829729<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_93b9c5fcf2fa48dd91275ba87146199d.setContent(html_4fd65e9bdbd44cb6836a73f69c1b4834);
        

        circle_marker_6126eed556ff43bcbbe88b5b9c7ac05b.bindPopup(popup_93b9c5fcf2fa48dd91275ba87146199d)
        ;

        
    
    
            var circle_marker_128339b0dcb343109e835554272c9340 = L.circleMarker(
                [14.703124, 100.829116],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6e58565f3b254df08a05c8655a10783d = L.popup({"maxWidth": "200"});

        
            var html_2706a3df63a84a6ea734d019e0f0e059 = $(`<div id="html_2706a3df63a84a6ea734d019e0f0e059" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101538<br/><b>Location:</b> 14.703124,100.829116<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6e58565f3b254df08a05c8655a10783d.setContent(html_2706a3df63a84a6ea734d019e0f0e059);
        

        circle_marker_128339b0dcb343109e835554272c9340.bindPopup(popup_6e58565f3b254df08a05c8655a10783d)
        ;

        
    
    
            var circle_marker_dde773e18393453994b77bac2cd7e2a0 = L.circleMarker(
                [14.703305, 100.828875],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c125c5eeb8764323af657f1fc3f782b4 = L.popup({"maxWidth": "200"});

        
            var html_3bb11b3e16644d88977385a55881d2aa = $(`<div id="html_3bb11b3e16644d88977385a55881d2aa" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101561<br/><b>Location:</b> 14.703305,100.828875<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c125c5eeb8764323af657f1fc3f782b4.setContent(html_3bb11b3e16644d88977385a55881d2aa);
        

        circle_marker_dde773e18393453994b77bac2cd7e2a0.bindPopup(popup_c125c5eeb8764323af657f1fc3f782b4)
        ;

        
    
    
            var circle_marker_5402851d2f17424c9bfba0d513784673 = L.circleMarker(
                [14.700752, 100.829146],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0a845d0ce218488ca699284565056718 = L.popup({"maxWidth": "200"});

        
            var html_47de81e0d2714c7d9892c702be38cd0b = $(`<div id="html_47de81e0d2714c7d9892c702be38cd0b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101642<br/><b>Location:</b> 14.700752,100.829146<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0a845d0ce218488ca699284565056718.setContent(html_47de81e0d2714c7d9892c702be38cd0b);
        

        circle_marker_5402851d2f17424c9bfba0d513784673.bindPopup(popup_0a845d0ce218488ca699284565056718)
        ;

        
    
    
            var circle_marker_3c50d08f4db34f8b8c1d73c740c26462 = L.circleMarker(
                [14.699711, 100.829634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_62f0b043d4ee4e068a2463086d37a570 = L.popup({"maxWidth": "200"});

        
            var html_8e1760f02a9e45cfb0ede018ea490059 = $(`<div id="html_8e1760f02a9e45cfb0ede018ea490059" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102064<br/><b>Location:</b> 14.699711,100.829634<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_62f0b043d4ee4e068a2463086d37a570.setContent(html_8e1760f02a9e45cfb0ede018ea490059);
        

        circle_marker_3c50d08f4db34f8b8c1d73c740c26462.bindPopup(popup_62f0b043d4ee4e068a2463086d37a570)
        ;

        
    
    
            var circle_marker_2b7b452505874dce9788901eaa921b91 = L.circleMarker(
                [14.699993, 100.829032],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_91a906bc02b64af2b42de413f73f6124 = L.popup({"maxWidth": "200"});

        
            var html_c3f374db611a4eedb2508d00547f09d2 = $(`<div id="html_c3f374db611a4eedb2508d00547f09d2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101733<br/><b>Location:</b> 14.699993,100.829032<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_91a906bc02b64af2b42de413f73f6124.setContent(html_c3f374db611a4eedb2508d00547f09d2);
        

        circle_marker_2b7b452505874dce9788901eaa921b91.bindPopup(popup_91a906bc02b64af2b42de413f73f6124)
        ;

        
    
    
            var circle_marker_e47ecda3f3f74eaf8b73c7e04b495a17 = L.circleMarker(
                [14.696236, 100.829469],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_4589e3eb57a34b8faa1ae26051b26ad5 = L.popup({"maxWidth": "200"});

        
            var html_1b17276f84a942dab7d73e604cd3bf3f = $(`<div id="html_1b17276f84a942dab7d73e604cd3bf3f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102045<br/><b>Location:</b> 14.696236,100.829469<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_4589e3eb57a34b8faa1ae26051b26ad5.setContent(html_1b17276f84a942dab7d73e604cd3bf3f);
        

        circle_marker_e47ecda3f3f74eaf8b73c7e04b495a17.bindPopup(popup_4589e3eb57a34b8faa1ae26051b26ad5)
        ;

        
    
    
            var circle_marker_8f6fc7346814470ba012cb71f546a0a5 = L.circleMarker(
                [14.699939, 100.829534],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_f7441740b76f4ddeaf8d3c282a0e74af = L.popup({"maxWidth": "200"});

        
            var html_19ec27f7bc6048149ac6962e1fa03efe = $(`<div id="html_19ec27f7bc6048149ac6962e1fa03efe" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101917<br/><b>Location:</b> 14.699939,100.829534<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_f7441740b76f4ddeaf8d3c282a0e74af.setContent(html_19ec27f7bc6048149ac6962e1fa03efe);
        

        circle_marker_8f6fc7346814470ba012cb71f546a0a5.bindPopup(popup_f7441740b76f4ddeaf8d3c282a0e74af)
        ;

        
    
    
            var circle_marker_33e5e9ef886b47fa90993e2b1cb9ca54 = L.circleMarker(
                [14.700512, 100.828523],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_25f530963a894562808e3d2a294d09e1 = L.popup({"maxWidth": "200"});

        
            var html_cd770314fcfe4b6aa4367b21fce2da77 = $(`<div id="html_cd770314fcfe4b6aa4367b21fce2da77" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102088<br/><b>Location:</b> 14.700512,100.828523<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_25f530963a894562808e3d2a294d09e1.setContent(html_cd770314fcfe4b6aa4367b21fce2da77);
        

        circle_marker_33e5e9ef886b47fa90993e2b1cb9ca54.bindPopup(popup_25f530963a894562808e3d2a294d09e1)
        ;

        
    
    
            var circle_marker_728753d02fe24d2286eecda0c02b1053 = L.circleMarker(
                [14.702227, 100.828673],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_753bdd5ae12f4b5a8131c37c2485ac57 = L.popup({"maxWidth": "200"});

        
            var html_4d50d598a349489c85bcd43dc49907e4 = $(`<div id="html_4d50d598a349489c85bcd43dc49907e4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101591<br/><b>Location:</b> 14.702227,100.828673<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_753bdd5ae12f4b5a8131c37c2485ac57.setContent(html_4d50d598a349489c85bcd43dc49907e4);
        

        circle_marker_728753d02fe24d2286eecda0c02b1053.bindPopup(popup_753bdd5ae12f4b5a8131c37c2485ac57)
        ;

        
    
    
            var circle_marker_d396e1a72041454da6a8105d198611d5 = L.circleMarker(
                [14.700093, 100.828839],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_33a9664ad45d46098f80e7842a9b06f4 = L.popup({"maxWidth": "200"});

        
            var html_d2fc264dceb94668aba3be938f05bdef = $(`<div id="html_d2fc264dceb94668aba3be938f05bdef" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101717<br/><b>Location:</b> 14.700093,100.828839<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_33a9664ad45d46098f80e7842a9b06f4.setContent(html_d2fc264dceb94668aba3be938f05bdef);
        

        circle_marker_d396e1a72041454da6a8105d198611d5.bindPopup(popup_33a9664ad45d46098f80e7842a9b06f4)
        ;

        
    
    
            var circle_marker_31696e9b770842da805b397eed63fd94 = L.circleMarker(
                [14.702203, 100.829575],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b1deee62445f439584bfd31ad25bfd0e = L.popup({"maxWidth": "200"});

        
            var html_cb27fca217484103bd421b1152dfcc08 = $(`<div id="html_cb27fca217484103bd421b1152dfcc08" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102509<br/><b>Location:</b> 14.702203,100.829575<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b1deee62445f439584bfd31ad25bfd0e.setContent(html_cb27fca217484103bd421b1152dfcc08);
        

        circle_marker_31696e9b770842da805b397eed63fd94.bindPopup(popup_b1deee62445f439584bfd31ad25bfd0e)
        ;

        
    
    
            var circle_marker_afeb2fe8c0764b97bb6a11b7770bd29d = L.circleMarker(
                [14.696727, 100.828742],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e700268cd7594cf1902fe54e71ef7718 = L.popup({"maxWidth": "200"});

        
            var html_795b0f6d5b1d4f7cabdc0fbb8df18032 = $(`<div id="html_795b0f6d5b1d4f7cabdc0fbb8df18032" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101726<br/><b>Location:</b> 14.696727,100.828742<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e700268cd7594cf1902fe54e71ef7718.setContent(html_795b0f6d5b1d4f7cabdc0fbb8df18032);
        

        circle_marker_afeb2fe8c0764b97bb6a11b7770bd29d.bindPopup(popup_e700268cd7594cf1902fe54e71ef7718)
        ;

        
    
    
            var circle_marker_9a07ed3842244fcdb26e47f7bb2b780a = L.circleMarker(
                [14.699985, 100.829202],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_58989044b6984a78bcb09326beb7f6ec = L.popup({"maxWidth": "200"});

        
            var html_d671ffc4d55b4500bc793b329224a3fe = $(`<div id="html_d671ffc4d55b4500bc793b329224a3fe" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102041<br/><b>Location:</b> 14.699985,100.829202<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_58989044b6984a78bcb09326beb7f6ec.setContent(html_d671ffc4d55b4500bc793b329224a3fe);
        

        circle_marker_9a07ed3842244fcdb26e47f7bb2b780a.bindPopup(popup_58989044b6984a78bcb09326beb7f6ec)
        ;

        
    
    
            var circle_marker_04e9dc2b172d4ba3a2e88aaf2358a5e0 = L.circleMarker(
                [14.702781, 100.82824],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a0371e18faca4228909e958e30cb823c = L.popup({"maxWidth": "200"});

        
            var html_7fdf1f2cc2e44f2eae3757b1857e9148 = $(`<div id="html_7fdf1f2cc2e44f2eae3757b1857e9148" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102142<br/><b>Location:</b> 14.702781,100.82824<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a0371e18faca4228909e958e30cb823c.setContent(html_7fdf1f2cc2e44f2eae3757b1857e9148);
        

        circle_marker_04e9dc2b172d4ba3a2e88aaf2358a5e0.bindPopup(popup_a0371e18faca4228909e958e30cb823c)
        ;

        
    
    
            var circle_marker_d62131e7a71046189959408ab15f868b = L.circleMarker(
                [14.695301, 100.828356],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_57982127362a466ca0e685353c777961 = L.popup({"maxWidth": "200"});

        
            var html_df335ac9e25545a5966341f2473ec80a = $(`<div id="html_df335ac9e25545a5966341f2473ec80a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102006<br/><b>Location:</b> 14.695301,100.828356<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_57982127362a466ca0e685353c777961.setContent(html_df335ac9e25545a5966341f2473ec80a);
        

        circle_marker_d62131e7a71046189959408ab15f868b.bindPopup(popup_57982127362a466ca0e685353c777961)
        ;

        
    
    
            var circle_marker_8fe5874d064c41f3be6f19f0e7964587 = L.circleMarker(
                [14.696169, 100.8288],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_424bdc6c92474bcc8fff3bd54f98a3d2 = L.popup({"maxWidth": "200"});

        
            var html_12aedb28c33d4a5593ee992aedd2a596 = $(`<div id="html_12aedb28c33d4a5593ee992aedd2a596" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102022<br/><b>Location:</b> 14.696169,100.8288<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_424bdc6c92474bcc8fff3bd54f98a3d2.setContent(html_12aedb28c33d4a5593ee992aedd2a596);
        

        circle_marker_8fe5874d064c41f3be6f19f0e7964587.bindPopup(popup_424bdc6c92474bcc8fff3bd54f98a3d2)
        ;

        
    
    
            var circle_marker_b23ecab4486b4b3ea725465d903999da = L.circleMarker(
                [14.703421, 100.829888],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6c68d162ea974621ac4ce6be0fc696ba = L.popup({"maxWidth": "200"});

        
            var html_1cdf02f4552b4eb785f065a9e37dd3b5 = $(`<div id="html_1cdf02f4552b4eb785f065a9e37dd3b5" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-100816<br/><b>Location:</b> 14.703421,100.829888<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6c68d162ea974621ac4ce6be0fc696ba.setContent(html_1cdf02f4552b4eb785f065a9e37dd3b5);
        

        circle_marker_b23ecab4486b4b3ea725465d903999da.bindPopup(popup_6c68d162ea974621ac4ce6be0fc696ba)
        ;

        
    
    
            var circle_marker_98ab57ee73b74c1e8396a0686f1e3ae4 = L.circleMarker(
                [14.69868, 100.825165],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c12ce2a116f3426bb644641dfd1c21a2 = L.popup({"maxWidth": "200"});

        
            var html_5238964ce2334c688e52c589be2c2356 = $(`<div id="html_5238964ce2334c688e52c589be2c2356" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102117<br/><b>Location:</b> 14.69868,100.825165<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c12ce2a116f3426bb644641dfd1c21a2.setContent(html_5238964ce2334c688e52c589be2c2356);
        

        circle_marker_98ab57ee73b74c1e8396a0686f1e3ae4.bindPopup(popup_c12ce2a116f3426bb644641dfd1c21a2)
        ;

        
    
    
            var circle_marker_548f2ba16d414afd88ccbf53ed0c6924 = L.circleMarker(
                [14.695825, 100.828722],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b361c2b7822f4bf290b0ec754fed2a8e = L.popup({"maxWidth": "200"});

        
            var html_2c1ab4e1bf614f53ada88e3cc1e810f2 = $(`<div id="html_2c1ab4e1bf614f53ada88e3cc1e810f2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102389<br/><b>Location:</b> 14.695825,100.828722<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b361c2b7822f4bf290b0ec754fed2a8e.setContent(html_2c1ab4e1bf614f53ada88e3cc1e810f2);
        

        circle_marker_548f2ba16d414afd88ccbf53ed0c6924.bindPopup(popup_b361c2b7822f4bf290b0ec754fed2a8e)
        ;

        
    
    
            var circle_marker_1103752a65d34db9bc1c1f371b56c601 = L.circleMarker(
                [14.700344, 100.830433],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_012b0e4f5b324855bbe4ec57abb45f5b = L.popup({"maxWidth": "200"});

        
            var html_ba6bc4980a904219bf6c3fc43a1cea16 = $(`<div id="html_ba6bc4980a904219bf6c3fc43a1cea16" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102372<br/><b>Location:</b> 14.700344,100.830433<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_012b0e4f5b324855bbe4ec57abb45f5b.setContent(html_ba6bc4980a904219bf6c3fc43a1cea16);
        

        circle_marker_1103752a65d34db9bc1c1f371b56c601.bindPopup(popup_012b0e4f5b324855bbe4ec57abb45f5b)
        ;

        
    
    
            var circle_marker_be3b6c6885e04f9fb0cf376d3c827ed7 = L.circleMarker(
                [14.699058, 100.826815],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_26bcff1a9fd34a4498ff7c33f8e12c0d = L.popup({"maxWidth": "200"});

        
            var html_4f646fa4194342db84db522812fa172f = $(`<div id="html_4f646fa4194342db84db522812fa172f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102219<br/><b>Location:</b> 14.699058,100.826815<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_26bcff1a9fd34a4498ff7c33f8e12c0d.setContent(html_4f646fa4194342db84db522812fa172f);
        

        circle_marker_be3b6c6885e04f9fb0cf376d3c827ed7.bindPopup(popup_26bcff1a9fd34a4498ff7c33f8e12c0d)
        ;

        
    
    
            var circle_marker_b462672b20aa4cc5a5f12a5ae1b19ad1 = L.circleMarker(
                [14.700362, 100.830165],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a3477384196948bbb7590c14092fb826 = L.popup({"maxWidth": "200"});

        
            var html_b3b68809eb0f48a2b44b5cf5c5ed44bc = $(`<div id="html_b3b68809eb0f48a2b44b5cf5c5ed44bc" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102351<br/><b>Location:</b> 14.700362,100.830165<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a3477384196948bbb7590c14092fb826.setContent(html_b3b68809eb0f48a2b44b5cf5c5ed44bc);
        

        circle_marker_b462672b20aa4cc5a5f12a5ae1b19ad1.bindPopup(popup_a3477384196948bbb7590c14092fb826)
        ;

        
    
    
            var circle_marker_04c915107c374591b695f8d05d3aa646 = L.circleMarker(
                [14.701741, 100.830823],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9d26d4ee50a04d5db62e79aea1dda369 = L.popup({"maxWidth": "200"});

        
            var html_81cf812eb698407daa14456cf69eb7fd = $(`<div id="html_81cf812eb698407daa14456cf69eb7fd" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102298<br/><b>Location:</b> 14.701741,100.830823<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9d26d4ee50a04d5db62e79aea1dda369.setContent(html_81cf812eb698407daa14456cf69eb7fd);
        

        circle_marker_04c915107c374591b695f8d05d3aa646.bindPopup(popup_9d26d4ee50a04d5db62e79aea1dda369)
        ;

        
    
    
            var circle_marker_bda05030059d4893ab7e93dd8548544d = L.circleMarker(
                [14.698886, 100.825821],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_11b331c966e549e0b8198fb52e23bb0b = L.popup({"maxWidth": "200"});

        
            var html_f79b9820514546368873155f28522cd7 = $(`<div id="html_f79b9820514546368873155f28522cd7" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102788<br/><b>Location:</b> 14.698886,100.825821<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_11b331c966e549e0b8198fb52e23bb0b.setContent(html_f79b9820514546368873155f28522cd7);
        

        circle_marker_bda05030059d4893ab7e93dd8548544d.bindPopup(popup_11b331c966e549e0b8198fb52e23bb0b)
        ;

        
    
    
            var circle_marker_203d409a1a124b0d915464f9240cd9b0 = L.circleMarker(
                [14.7004, 100.830914],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0a2e44f906574d2585c55625a6285f67 = L.popup({"maxWidth": "200"});

        
            var html_8dcc0ae97db5486f830ff382abba443c = $(`<div id="html_8dcc0ae97db5486f830ff382abba443c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102339<br/><b>Location:</b> 14.7004,100.830914<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0a2e44f906574d2585c55625a6285f67.setContent(html_8dcc0ae97db5486f830ff382abba443c);
        

        circle_marker_203d409a1a124b0d915464f9240cd9b0.bindPopup(popup_0a2e44f906574d2585c55625a6285f67)
        ;

        
    
    
            var circle_marker_f1743ed519184dbd8f5c17eca18f0b3b = L.circleMarker(
                [14.700837, 100.830715],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_4a3db37a948640a49720de74ad43b6c7 = L.popup({"maxWidth": "200"});

        
            var html_3f021b40b7a2453aa5bcc09800877e16 = $(`<div id="html_3f021b40b7a2453aa5bcc09800877e16" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102331<br/><b>Location:</b> 14.700837,100.830715<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_4a3db37a948640a49720de74ad43b6c7.setContent(html_3f021b40b7a2453aa5bcc09800877e16);
        

        circle_marker_f1743ed519184dbd8f5c17eca18f0b3b.bindPopup(popup_4a3db37a948640a49720de74ad43b6c7)
        ;

        
    
    
            var circle_marker_bb122ca4334e4f6494ace6cd1cc264a7 = L.circleMarker(
                [14.695205, 100.828944],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_7d91ac6672d14a3b967083bde3cf14a9 = L.popup({"maxWidth": "200"});

        
            var html_57fa4ea83e1b4c12a4da1d2b866e1202 = $(`<div id="html_57fa4ea83e1b4c12a4da1d2b866e1202" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102750<br/><b>Location:</b> 14.695205,100.828944<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_7d91ac6672d14a3b967083bde3cf14a9.setContent(html_57fa4ea83e1b4c12a4da1d2b866e1202);
        

        circle_marker_bb122ca4334e4f6494ace6cd1cc264a7.bindPopup(popup_7d91ac6672d14a3b967083bde3cf14a9)
        ;

        
    
    
            var circle_marker_a3e426a79a1e4abf89e82ae31f8f09cc = L.circleMarker(
                [14.701595, 100.830984],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_8f87142065244c59a0bf189a7ac4904f = L.popup({"maxWidth": "200"});

        
            var html_33969518620d4ed7a356d5e2836988f8 = $(`<div id="html_33969518620d4ed7a356d5e2836988f8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102397<br/><b>Location:</b> 14.701595,100.830984<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_8f87142065244c59a0bf189a7ac4904f.setContent(html_33969518620d4ed7a356d5e2836988f8);
        

        circle_marker_a3e426a79a1e4abf89e82ae31f8f09cc.bindPopup(popup_8f87142065244c59a0bf189a7ac4904f)
        ;

        
    
    
            var circle_marker_354a5e674ebb45878488eca98f3ad699 = L.circleMarker(
                [14.700476, 100.828362],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ec69e5bd59294ac5ad2b0c5781978172 = L.popup({"maxWidth": "200"});

        
            var html_293510ee7d3d4095b72f497601259e77 = $(`<div id="html_293510ee7d3d4095b72f497601259e77" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102537<br/><b>Location:</b> 14.700476,100.828362<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ec69e5bd59294ac5ad2b0c5781978172.setContent(html_293510ee7d3d4095b72f497601259e77);
        

        circle_marker_354a5e674ebb45878488eca98f3ad699.bindPopup(popup_ec69e5bd59294ac5ad2b0c5781978172)
        ;

        
    
    
            var circle_marker_2072b7bf39544c19b2bd7b59db3806e7 = L.circleMarker(
                [14.70043, 100.828487],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_582a6c734164494bae75205c2a0b36a3 = L.popup({"maxWidth": "200"});

        
            var html_1c19a001744248568c14d33e366f8491 = $(`<div id="html_1c19a001744248568c14d33e366f8491" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102541<br/><b>Location:</b> 14.70043,100.828487<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_582a6c734164494bae75205c2a0b36a3.setContent(html_1c19a001744248568c14d33e366f8491);
        

        circle_marker_2072b7bf39544c19b2bd7b59db3806e7.bindPopup(popup_582a6c734164494bae75205c2a0b36a3)
        ;

        
    
    
            var circle_marker_31ca2629217f43c5937e6c22fe7661ea = L.circleMarker(
                [14.701707, 100.831259],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_24bb2c256c9f49b78b485c804c378269 = L.popup({"maxWidth": "200"});

        
            var html_7a0e6621b0a64af9b001bcd8df7b3481 = $(`<div id="html_7a0e6621b0a64af9b001bcd8df7b3481" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102576<br/><b>Location:</b> 14.701707,100.831259<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_24bb2c256c9f49b78b485c804c378269.setContent(html_7a0e6621b0a64af9b001bcd8df7b3481);
        

        circle_marker_31ca2629217f43c5937e6c22fe7661ea.bindPopup(popup_24bb2c256c9f49b78b485c804c378269)
        ;

        
    
    
            var circle_marker_1d6e560aa6b443d8b8226664f8242382 = L.circleMarker(
                [14.700804, 100.827796],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e1a77e81b9704fbbb48a800fb5b0c029 = L.popup({"maxWidth": "200"});

        
            var html_0be6b19ca63342f2b2ad95af8106fda2 = $(`<div id="html_0be6b19ca63342f2b2ad95af8106fda2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102451<br/><b>Location:</b> 14.700804,100.827796<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e1a77e81b9704fbbb48a800fb5b0c029.setContent(html_0be6b19ca63342f2b2ad95af8106fda2);
        

        circle_marker_1d6e560aa6b443d8b8226664f8242382.bindPopup(popup_e1a77e81b9704fbbb48a800fb5b0c029)
        ;

        
    
    
            var circle_marker_40efd57c0b414370972995207240f99f = L.circleMarker(
                [14.69541, 100.828926],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b834523128064b88aacc7e4a0869042b = L.popup({"maxWidth": "200"});

        
            var html_c02f8685409949a3a6eb4e0e57a73f41 = $(`<div id="html_c02f8685409949a3a6eb4e0e57a73f41" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102411<br/><b>Location:</b> 14.69541,100.828926<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b834523128064b88aacc7e4a0869042b.setContent(html_c02f8685409949a3a6eb4e0e57a73f41);
        

        circle_marker_40efd57c0b414370972995207240f99f.bindPopup(popup_b834523128064b88aacc7e4a0869042b)
        ;

        
    
    
            var circle_marker_5389e2a412c24ac29233a3f89287fe01 = L.circleMarker(
                [14.700542, 100.83082],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e081e3f0d76e4bd49cb2ee0da092f598 = L.popup({"maxWidth": "200"});

        
            var html_ae622446ecb74b3aad773b0f8a857fbe = $(`<div id="html_ae622446ecb74b3aad773b0f8a857fbe" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102386<br/><b>Location:</b> 14.700542,100.83082<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e081e3f0d76e4bd49cb2ee0da092f598.setContent(html_ae622446ecb74b3aad773b0f8a857fbe);
        

        circle_marker_5389e2a412c24ac29233a3f89287fe01.bindPopup(popup_e081e3f0d76e4bd49cb2ee0da092f598)
        ;

        
    
    
            var circle_marker_08877c0c6d9d45828371a8a869fe8dfc = L.circleMarker(
                [14.695883, 100.828433],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_54efc91e5a4c4891972c57fbe9ab5670 = L.popup({"maxWidth": "200"});

        
            var html_3580f033dabb4d8bac2cc54559191ace = $(`<div id="html_3580f033dabb4d8bac2cc54559191ace" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102447<br/><b>Location:</b> 14.695883,100.828433<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_54efc91e5a4c4891972c57fbe9ab5670.setContent(html_3580f033dabb4d8bac2cc54559191ace);
        

        circle_marker_08877c0c6d9d45828371a8a869fe8dfc.bindPopup(popup_54efc91e5a4c4891972c57fbe9ab5670)
        ;

        
    
    
            var circle_marker_973caa62dbe346659180109ddbaeadba = L.circleMarker(
                [14.702146, 100.829896],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_39a6f79968064c829b2e418ce507b2e4 = L.popup({"maxWidth": "200"});

        
            var html_230718d0ab2e4208b27e91002a9ed0f1 = $(`<div id="html_230718d0ab2e4208b27e91002a9ed0f1" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102293<br/><b>Location:</b> 14.702146,100.829896<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_39a6f79968064c829b2e418ce507b2e4.setContent(html_230718d0ab2e4208b27e91002a9ed0f1);
        

        circle_marker_973caa62dbe346659180109ddbaeadba.bindPopup(popup_39a6f79968064c829b2e418ce507b2e4)
        ;

        
    
    
            var circle_marker_4d6182760d9844f29a7baaeab5ac9f4b = L.circleMarker(
                [14.700708, 100.830192],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_cf16bcc6ae1044b588f9233b26fc84bb = L.popup({"maxWidth": "200"});

        
            var html_944814f5608c40f396be6c7ab85205b6 = $(`<div id="html_944814f5608c40f396be6c7ab85205b6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102342<br/><b>Location:</b> 14.700708,100.830192<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_cf16bcc6ae1044b588f9233b26fc84bb.setContent(html_944814f5608c40f396be6c7ab85205b6);
        

        circle_marker_4d6182760d9844f29a7baaeab5ac9f4b.bindPopup(popup_cf16bcc6ae1044b588f9233b26fc84bb)
        ;

        
    
    
            var circle_marker_b73560e585b246bc86b2dd1469cec694 = L.circleMarker(
                [14.704342, 100.829051],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a8a15027cedd48baac61551ed5d46e4f = L.popup({"maxWidth": "200"});

        
            var html_4a8d2617ef6d433b805d48c7aad93456 = $(`<div id="html_4a8d2617ef6d433b805d48c7aad93456" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102675<br/><b>Location:</b> 14.704342,100.829051<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a8a15027cedd48baac61551ed5d46e4f.setContent(html_4a8d2617ef6d433b805d48c7aad93456);
        

        circle_marker_b73560e585b246bc86b2dd1469cec694.bindPopup(popup_a8a15027cedd48baac61551ed5d46e4f)
        ;

        
    
    
            var circle_marker_a51a15758075433d88a506192447105e = L.circleMarker(
                [14.703795, 100.829186],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_a4252f7f74a74b8d83cdfbb3d4240213 = L.popup({"maxWidth": "200"});

        
            var html_1986cd01c2a1419e90e0534bc55e9905 = $(`<div id="html_1986cd01c2a1419e90e0534bc55e9905" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101873<br/><b>Location:</b> 14.703795,100.829186<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_a4252f7f74a74b8d83cdfbb3d4240213.setContent(html_1986cd01c2a1419e90e0534bc55e9905);
        

        circle_marker_a51a15758075433d88a506192447105e.bindPopup(popup_a4252f7f74a74b8d83cdfbb3d4240213)
        ;

        
    
    
            var circle_marker_05e520fe3cc5442f9acf0df53ca96946 = L.circleMarker(
                [14.704326, 100.828495],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ca0e3b4676674fc3bb9a5d7e52e490dd = L.popup({"maxWidth": "200"});

        
            var html_3e3e598d84c24b759fa80767fa96fd92 = $(`<div id="html_3e3e598d84c24b759fa80767fa96fd92" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102665<br/><b>Location:</b> 14.704326,100.828495<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ca0e3b4676674fc3bb9a5d7e52e490dd.setContent(html_3e3e598d84c24b759fa80767fa96fd92);
        

        circle_marker_05e520fe3cc5442f9acf0df53ca96946.bindPopup(popup_ca0e3b4676674fc3bb9a5d7e52e490dd)
        ;

        
    
    
            var circle_marker_311fe2e9182942e28d94ecf2cba11a30 = L.circleMarker(
                [14.69878, 100.826695],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9a4dfe3a149a427e91a78fb17fe18b70 = L.popup({"maxWidth": "200"});

        
            var html_3e47298542c44784a57e8651c1b25018 = $(`<div id="html_3e47298542c44784a57e8651c1b25018" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102214<br/><b>Location:</b> 14.69878,100.826695<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9a4dfe3a149a427e91a78fb17fe18b70.setContent(html_3e47298542c44784a57e8651c1b25018);
        

        circle_marker_311fe2e9182942e28d94ecf2cba11a30.bindPopup(popup_9a4dfe3a149a427e91a78fb17fe18b70)
        ;

        
    
    
            var circle_marker_d74f1af7ce2342b08f51ad13cb01a23b = L.circleMarker(
                [14.704341, 100.828381],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_f452c5b1f0f84606bd3ba897ab69235e = L.popup({"maxWidth": "200"});

        
            var html_8443e8aebf1344eca6aabb560181dc3d = $(`<div id="html_8443e8aebf1344eca6aabb560181dc3d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102690<br/><b>Location:</b> 14.704341,100.828381<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_f452c5b1f0f84606bd3ba897ab69235e.setContent(html_8443e8aebf1344eca6aabb560181dc3d);
        

        circle_marker_d74f1af7ce2342b08f51ad13cb01a23b.bindPopup(popup_f452c5b1f0f84606bd3ba897ab69235e)
        ;

        
    
    
            var circle_marker_9450c985c9434992a6a94e68f4c6425d = L.circleMarker(
                [14.702991, 100.829911],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_05a5e49f608747b28bb589afea3ea60d = L.popup({"maxWidth": "200"});

        
            var html_88cb58a5f1ce4860853b2234369234e6 = $(`<div id="html_88cb58a5f1ce4860853b2234369234e6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101022<br/><b>Location:</b> 14.702991,100.829911<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_05a5e49f608747b28bb589afea3ea60d.setContent(html_88cb58a5f1ce4860853b2234369234e6);
        

        circle_marker_9450c985c9434992a6a94e68f4c6425d.bindPopup(popup_05a5e49f608747b28bb589afea3ea60d)
        ;

        
    
    
            var circle_marker_75c00d3a20404849a0de1cfb5f71ed8d = L.circleMarker(
                [14.700047, 100.82901],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_17fc00a81d944233b05ccedb80171204 = L.popup({"maxWidth": "200"});

        
            var html_0a93abd5ddc04291a7353858236de9b6 = $(`<div id="html_0a93abd5ddc04291a7353858236de9b6" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102837<br/><b>Location:</b> 14.700047,100.82901<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_17fc00a81d944233b05ccedb80171204.setContent(html_0a93abd5ddc04291a7353858236de9b6);
        

        circle_marker_75c00d3a20404849a0de1cfb5f71ed8d.bindPopup(popup_17fc00a81d944233b05ccedb80171204)
        ;

        
    
    
            var circle_marker_6203ab9c35e84748b54b37f9ef91880a = L.circleMarker(
                [14.697557, 100.829779],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9a1c9606342b49e0924d430848d3405c = L.popup({"maxWidth": "200"});

        
            var html_a5030987356e4264a5db2fed04cc623c = $(`<div id="html_a5030987356e4264a5db2fed04cc623c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102287<br/><b>Location:</b> 14.697557,100.829779<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9a1c9606342b49e0924d430848d3405c.setContent(html_a5030987356e4264a5db2fed04cc623c);
        

        circle_marker_6203ab9c35e84748b54b37f9ef91880a.bindPopup(popup_9a1c9606342b49e0924d430848d3405c)
        ;

        
    
    
            var circle_marker_642ba6cabbb5483bacb64a027271f491 = L.circleMarker(
                [14.701196, 100.829995],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_2247178eeb204b2887c1683a6bf9147d = L.popup({"maxWidth": "200"});

        
            var html_9c09369e95b44874a5eba090ac30e616 = $(`<div id="html_9c09369e95b44874a5eba090ac30e616" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102283<br/><b>Location:</b> 14.701196,100.829995<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_2247178eeb204b2887c1683a6bf9147d.setContent(html_9c09369e95b44874a5eba090ac30e616);
        

        circle_marker_642ba6cabbb5483bacb64a027271f491.bindPopup(popup_2247178eeb204b2887c1683a6bf9147d)
        ;

        
    
    
            var circle_marker_50d15de20dc14c66b7b317b2684aafa5 = L.circleMarker(
                [14.703991, 100.829895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_d1235a23e5dc4ac7877a80ce48120934 = L.popup({"maxWidth": "200"});

        
            var html_9d98263f124248348f27839e2930e947 = $(`<div id="html_9d98263f124248348f27839e2930e947" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102734<br/><b>Location:</b> 14.703991,100.829895<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_d1235a23e5dc4ac7877a80ce48120934.setContent(html_9d98263f124248348f27839e2930e947);
        

        circle_marker_50d15de20dc14c66b7b317b2684aafa5.bindPopup(popup_d1235a23e5dc4ac7877a80ce48120934)
        ;

        
    
    
            var circle_marker_0a0e2922c1174e4e91406c883b5e5321 = L.circleMarker(
                [14.696849, 100.8295],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_45d9c50e76bf428786a9a23a7651dd05 = L.popup({"maxWidth": "200"});

        
            var html_786d894892ef4caaa337750a51f392c8 = $(`<div id="html_786d894892ef4caaa337750a51f392c8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102606<br/><b>Location:</b> 14.696849,100.8295<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_45d9c50e76bf428786a9a23a7651dd05.setContent(html_786d894892ef4caaa337750a51f392c8);
        

        circle_marker_0a0e2922c1174e4e91406c883b5e5321.bindPopup(popup_45d9c50e76bf428786a9a23a7651dd05)
        ;

        
    
    
            var circle_marker_5cca4fe5cee74a04a516f02b7ef6d01f = L.circleMarker(
                [14.699037, 100.830451],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c092f27f904c4b5d8ca54aec0c71bd94 = L.popup({"maxWidth": "200"});

        
            var html_046f36ccc7c14902b0b1ec16505de001 = $(`<div id="html_046f36ccc7c14902b0b1ec16505de001" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102908<br/><b>Location:</b> 14.699037,100.830451<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c092f27f904c4b5d8ca54aec0c71bd94.setContent(html_046f36ccc7c14902b0b1ec16505de001);
        

        circle_marker_5cca4fe5cee74a04a516f02b7ef6d01f.bindPopup(popup_c092f27f904c4b5d8ca54aec0c71bd94)
        ;

        
    
    
            var circle_marker_85526fdf9f024e5ea1d09fd370a998b7 = L.circleMarker(
                [14.699475, 100.830859],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_42df22c3b94d49659460ab91f116d3dc = L.popup({"maxWidth": "200"});

        
            var html_410fbe95075f4efca387d133d7c44a31 = $(`<div id="html_410fbe95075f4efca387d133d7c44a31" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103001<br/><b>Location:</b> 14.699475,100.830859<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_42df22c3b94d49659460ab91f116d3dc.setContent(html_410fbe95075f4efca387d133d7c44a31);
        

        circle_marker_85526fdf9f024e5ea1d09fd370a998b7.bindPopup(popup_42df22c3b94d49659460ab91f116d3dc)
        ;

        
    
    
            var circle_marker_f3440c6c219e436f87a6d6452c5b2d46 = L.circleMarker(
                [14.702418, 100.829261],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6049dae76dd54a6c8e7f2c0d856d9d67 = L.popup({"maxWidth": "200"});

        
            var html_011204ace0b847e09b8646cf1c74fa27 = $(`<div id="html_011204ace0b847e09b8646cf1c74fa27" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102792<br/><b>Location:</b> 14.702418,100.829261<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6049dae76dd54a6c8e7f2c0d856d9d67.setContent(html_011204ace0b847e09b8646cf1c74fa27);
        

        circle_marker_f3440c6c219e436f87a6d6452c5b2d46.bindPopup(popup_6049dae76dd54a6c8e7f2c0d856d9d67)
        ;

        
    
    
            var circle_marker_1ef97cb3338e4477be87ab5fc1fc19ac = L.circleMarker(
                [14.703, 100.82883],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_91c94cdf04134dfdaf2720d612345ea5 = L.popup({"maxWidth": "200"});

        
            var html_d59e6450c3274aba822cba63a007a7fb = $(`<div id="html_d59e6450c3274aba822cba63a007a7fb" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101542<br/><b>Location:</b> 14.703,100.82883<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_91c94cdf04134dfdaf2720d612345ea5.setContent(html_d59e6450c3274aba822cba63a007a7fb);
        

        circle_marker_1ef97cb3338e4477be87ab5fc1fc19ac.bindPopup(popup_91c94cdf04134dfdaf2720d612345ea5)
        ;

        
    
    
            var circle_marker_0cdb09296687458cb173cb73fba08ce4 = L.circleMarker(
                [14.700564, 100.830497],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_037c7947b3f742788f02f425e959146f = L.popup({"maxWidth": "200"});

        
            var html_71c271385a704fad8773f71257cc6d9b = $(`<div id="html_71c271385a704fad8773f71257cc6d9b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102360<br/><b>Location:</b> 14.700564,100.830497<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_037c7947b3f742788f02f425e959146f.setContent(html_71c271385a704fad8773f71257cc6d9b);
        

        circle_marker_0cdb09296687458cb173cb73fba08ce4.bindPopup(popup_037c7947b3f742788f02f425e959146f)
        ;

        
    
    
            var circle_marker_f9865aa6002c4613b2134a516551ddac = L.circleMarker(
                [14.696871, 100.829733],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_35c9cf922e004316a7d2f1b12ba4b801 = L.popup({"maxWidth": "200"});

        
            var html_eb27a1bc80bd4a64b4beee1c67c7fe5b = $(`<div id="html_eb27a1bc80bd4a64b4beee1c67c7fe5b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102623<br/><b>Location:</b> 14.696871,100.829733<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_35c9cf922e004316a7d2f1b12ba4b801.setContent(html_eb27a1bc80bd4a64b4beee1c67c7fe5b);
        

        circle_marker_f9865aa6002c4613b2134a516551ddac.bindPopup(popup_35c9cf922e004316a7d2f1b12ba4b801)
        ;

        
    
    
            var circle_marker_1d5d75bfb98a4610a06b2b1b3f884fa4 = L.circleMarker(
                [14.700381, 100.828599],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e6c96f8d94c64a3a98bea253126805f3 = L.popup({"maxWidth": "200"});

        
            var html_254af96a29b7408abc6c471c99aff448 = $(`<div id="html_254af96a29b7408abc6c471c99aff448" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102756<br/><b>Location:</b> 14.700381,100.828599<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e6c96f8d94c64a3a98bea253126805f3.setContent(html_254af96a29b7408abc6c471c99aff448);
        

        circle_marker_1d5d75bfb98a4610a06b2b1b3f884fa4.bindPopup(popup_e6c96f8d94c64a3a98bea253126805f3)
        ;

        
    
    
            var circle_marker_f60ec20500d34ce58c3cf66cb08a3890 = L.circleMarker(
                [14.699147, 100.83098],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_844934f12cfc4067bb26c4e13b5fd1e3 = L.popup({"maxWidth": "200"});

        
            var html_603b4deb46454c2c8abc058785650d2f = $(`<div id="html_603b4deb46454c2c8abc058785650d2f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103017<br/><b>Location:</b> 14.699147,100.83098<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_844934f12cfc4067bb26c4e13b5fd1e3.setContent(html_603b4deb46454c2c8abc058785650d2f);
        

        circle_marker_f60ec20500d34ce58c3cf66cb08a3890.bindPopup(popup_844934f12cfc4067bb26c4e13b5fd1e3)
        ;

        
    
    
            var circle_marker_b7637116a7d34388b13473788f8e5d81 = L.circleMarker(
                [14.695425, 100.829155],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b485d346274049e38679022b533f27bd = L.popup({"maxWidth": "200"});

        
            var html_7288baaac2754e928b2e8930d8ac861f = $(`<div id="html_7288baaac2754e928b2e8930d8ac861f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103065<br/><b>Location:</b> 14.695425,100.829155<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b485d346274049e38679022b533f27bd.setContent(html_7288baaac2754e928b2e8930d8ac861f);
        

        circle_marker_b7637116a7d34388b13473788f8e5d81.bindPopup(popup_b485d346274049e38679022b533f27bd)
        ;

        
    
    
            var circle_marker_583bd22cfca4409db394495550c35b8f = L.circleMarker(
                [14.700491, 100.828134],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c473d0b5f935487ba83e62a11d7ea5f3 = L.popup({"maxWidth": "200"});

        
            var html_53af5421fc404cbf89e294d75661b940 = $(`<div id="html_53af5421fc404cbf89e294d75661b940" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102539<br/><b>Location:</b> 14.700491,100.828134<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c473d0b5f935487ba83e62a11d7ea5f3.setContent(html_53af5421fc404cbf89e294d75661b940);
        

        circle_marker_583bd22cfca4409db394495550c35b8f.bindPopup(popup_c473d0b5f935487ba83e62a11d7ea5f3)
        ;

        
    
    
            var circle_marker_99059ebcb646440cbb0bfb1d1b51587c = L.circleMarker(
                [14.695425, 100.829155],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_dea473db17134ac2acff7019345d6a97 = L.popup({"maxWidth": "200"});

        
            var html_e8ee511512b34dcf9dd5960ebe5ebbc0 = $(`<div id="html_e8ee511512b34dcf9dd5960ebe5ebbc0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103064<br/><b>Location:</b> 14.695425,100.829155<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_dea473db17134ac2acff7019345d6a97.setContent(html_e8ee511512b34dcf9dd5960ebe5ebbc0);
        

        circle_marker_99059ebcb646440cbb0bfb1d1b51587c.bindPopup(popup_dea473db17134ac2acff7019345d6a97)
        ;

        
    
    
            var circle_marker_9fc9ffc4ebce47d4b70bd88b577425e1 = L.circleMarker(
                [14.699297, 100.83081],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_4eb9b803b60547afa0a5465dfd65a95f = L.popup({"maxWidth": "200"});

        
            var html_f0c1f4dcd5f04d0aa376f0caab2b2ada = $(`<div id="html_f0c1f4dcd5f04d0aa376f0caab2b2ada" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102997<br/><b>Location:</b> 14.699297,100.83081<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_4eb9b803b60547afa0a5465dfd65a95f.setContent(html_f0c1f4dcd5f04d0aa376f0caab2b2ada);
        

        circle_marker_9fc9ffc4ebce47d4b70bd88b577425e1.bindPopup(popup_4eb9b803b60547afa0a5465dfd65a95f)
        ;

        
    
    
            var circle_marker_77a5083404534401afcefa7557df1e5a = L.circleMarker(
                [14.695961, 100.829659],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_8ec4f949c25a4bc9838a8906e087afa6 = L.popup({"maxWidth": "200"});

        
            var html_4234f9930bc4421da59d202c982c7157 = $(`<div id="html_4234f9930bc4421da59d202c982c7157" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102943<br/><b>Location:</b> 14.695961,100.829659<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_8ec4f949c25a4bc9838a8906e087afa6.setContent(html_4234f9930bc4421da59d202c982c7157);
        

        circle_marker_77a5083404534401afcefa7557df1e5a.bindPopup(popup_8ec4f949c25a4bc9838a8906e087afa6)
        ;

        
    
    
            var circle_marker_bc472a67e41d4661bbd6ec3d1539b3fd = L.circleMarker(
                [14.699546, 100.831233],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ac27c5b187f24293b5e1774e0780e3b0 = L.popup({"maxWidth": "200"});

        
            var html_c149fd2290f042429c1c34eda0b155c0 = $(`<div id="html_c149fd2290f042429c1c34eda0b155c0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102996<br/><b>Location:</b> 14.699546,100.831233<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ac27c5b187f24293b5e1774e0780e3b0.setContent(html_c149fd2290f042429c1c34eda0b155c0);
        

        circle_marker_bc472a67e41d4661bbd6ec3d1539b3fd.bindPopup(popup_ac27c5b187f24293b5e1774e0780e3b0)
        ;

        
    
    
            var circle_marker_8d07d84a53f14384b52cea0c63d35be7 = L.circleMarker(
                [14.703673, 100.829626],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_323050fad0124baf9b716891edee70c8 = L.popup({"maxWidth": "200"});

        
            var html_1b029281ea044ef0be35a4189422be6d = $(`<div id="html_1b029281ea044ef0be35a4189422be6d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103289<br/><b>Location:</b> 14.703673,100.829626<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_323050fad0124baf9b716891edee70c8.setContent(html_1b029281ea044ef0be35a4189422be6d);
        

        circle_marker_8d07d84a53f14384b52cea0c63d35be7.bindPopup(popup_323050fad0124baf9b716891edee70c8)
        ;

        
    
    
            var circle_marker_7adc864d0e2a40939035357efecefad1 = L.circleMarker(
                [14.69849, 100.830459],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_2a03653846d542faad08a753845504ce = L.popup({"maxWidth": "200"});

        
            var html_161ffd3c12be46ffaa02d612e786f833 = $(`<div id="html_161ffd3c12be46ffaa02d612e786f833" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103200<br/><b>Location:</b> 14.69849,100.830459<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_2a03653846d542faad08a753845504ce.setContent(html_161ffd3c12be46ffaa02d612e786f833);
        

        circle_marker_7adc864d0e2a40939035357efecefad1.bindPopup(popup_2a03653846d542faad08a753845504ce)
        ;

        
    
    
            var circle_marker_807bd6f8f1784f2aacb829b7e472b31c = L.circleMarker(
                [14.700007, 100.830489],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e7d530522ea44371969eda06a58376bf = L.popup({"maxWidth": "200"});

        
            var html_245000255beb449bb00ccbe13e08bcf5 = $(`<div id="html_245000255beb449bb00ccbe13e08bcf5" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102863<br/><b>Location:</b> 14.700007,100.830489<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e7d530522ea44371969eda06a58376bf.setContent(html_245000255beb449bb00ccbe13e08bcf5);
        

        circle_marker_807bd6f8f1784f2aacb829b7e472b31c.bindPopup(popup_e7d530522ea44371969eda06a58376bf)
        ;

        
    
    
            var circle_marker_9bd72abdba154b1b8d2b4250d6a16279 = L.circleMarker(
                [14.703468, 100.828448],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ef1a3902ce13477caa9e61fcd95e5071 = L.popup({"maxWidth": "200"});

        
            var html_a0648816d7254dcd8ed4d12b68abf9a7 = $(`<div id="html_a0648816d7254dcd8ed4d12b68abf9a7" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102924<br/><b>Location:</b> 14.703468,100.828448<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ef1a3902ce13477caa9e61fcd95e5071.setContent(html_a0648816d7254dcd8ed4d12b68abf9a7);
        

        circle_marker_9bd72abdba154b1b8d2b4250d6a16279.bindPopup(popup_ef1a3902ce13477caa9e61fcd95e5071)
        ;

        
    
    
            var circle_marker_831939a5bcaf4b98be6d5c693c69bc56 = L.circleMarker(
                [14.695315, 100.829194],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_27c7258b50a14ec58704fa28bf51f641 = L.popup({"maxWidth": "200"});

        
            var html_30ed85b9349f44d397b3e154960df3d9 = $(`<div id="html_30ed85b9349f44d397b3e154960df3d9" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103103<br/><b>Location:</b> 14.695315,100.829194<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_27c7258b50a14ec58704fa28bf51f641.setContent(html_30ed85b9349f44d397b3e154960df3d9);
        

        circle_marker_831939a5bcaf4b98be6d5c693c69bc56.bindPopup(popup_27c7258b50a14ec58704fa28bf51f641)
        ;

        
    
    
            var circle_marker_0857cd224189448a8bd9c8d180818d73 = L.circleMarker(
                [14.695497, 100.829531],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_bfd3d6e9eeea4d84a451e5b8064af6b9 = L.popup({"maxWidth": "200"});

        
            var html_0657b89209874b9a8bb3d243a6def03b = $(`<div id="html_0657b89209874b9a8bb3d243a6def03b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103101<br/><b>Location:</b> 14.695497,100.829531<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_bfd3d6e9eeea4d84a451e5b8064af6b9.setContent(html_0657b89209874b9a8bb3d243a6def03b);
        

        circle_marker_0857cd224189448a8bd9c8d180818d73.bindPopup(popup_bfd3d6e9eeea4d84a451e5b8064af6b9)
        ;

        
    
    
            var circle_marker_6b75e4ff6021417ca0a41b63fa8a297f = L.circleMarker(
                [14.695895, 100.829391],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9863ff2a116543e8b9ac358145551827 = L.popup({"maxWidth": "200"});

        
            var html_3eb054197a57428f8c57b142d1db7689 = $(`<div id="html_3eb054197a57428f8c57b142d1db7689" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102945<br/><b>Location:</b> 14.695895,100.829391<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9863ff2a116543e8b9ac358145551827.setContent(html_3eb054197a57428f8c57b142d1db7689);
        

        circle_marker_6b75e4ff6021417ca0a41b63fa8a297f.bindPopup(popup_9863ff2a116543e8b9ac358145551827)
        ;

        
    
    
            var circle_marker_e53e6926098f4de39e77e10ac24129a2 = L.circleMarker(
                [14.698989, 100.829721],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_87ee8c0a67b643c29ab312b0631bce47 = L.popup({"maxWidth": "200"});

        
            var html_f72f496e754246bcb4a059fe369fadc2 = $(`<div id="html_f72f496e754246bcb4a059fe369fadc2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103114<br/><b>Location:</b> 14.698989,100.829721<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_87ee8c0a67b643c29ab312b0631bce47.setContent(html_f72f496e754246bcb4a059fe369fadc2);
        

        circle_marker_e53e6926098f4de39e77e10ac24129a2.bindPopup(popup_87ee8c0a67b643c29ab312b0631bce47)
        ;

        
    
    
            var circle_marker_cf06059e5d7f48de87b82b6b9906148b = L.circleMarker(
                [14.698324, 100.830152],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_99db65321bab460a866e655d060605d2 = L.popup({"maxWidth": "200"});

        
            var html_cca2bebd06494d8b95da9fa0f170f403 = $(`<div id="html_cca2bebd06494d8b95da9fa0f170f403" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103433<br/><b>Location:</b> 14.698324,100.830152<br/><b>MIRU ID:</b> 5<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_99db65321bab460a866e655d060605d2.setContent(html_cca2bebd06494d8b95da9fa0f170f403);
        

        circle_marker_cf06059e5d7f48de87b82b6b9906148b.bindPopup(popup_99db65321bab460a866e655d060605d2)
        ;

        
    
    
            var circle_marker_7415f6d9331148eda8374cdf1aced647 = L.circleMarker(
                [14.698523, 100.829964],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_6cc6821fd3e74e3c9f3ed778f732a88e = L.popup({"maxWidth": "200"});

        
            var html_36900e783c0d454fada168b06e8d672a = $(`<div id="html_36900e783c0d454fada168b06e8d672a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103321<br/><b>Location:</b> 14.698523,100.829964<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_6cc6821fd3e74e3c9f3ed778f732a88e.setContent(html_36900e783c0d454fada168b06e8d672a);
        

        circle_marker_7415f6d9331148eda8374cdf1aced647.bindPopup(popup_6cc6821fd3e74e3c9f3ed778f732a88e)
        ;

        
    
    
            var circle_marker_e91de0a506e7400e9f39c69b83f13869 = L.circleMarker(
                [14.698262, 100.830062],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e24f553d36b14e5dbf455a470dd75ef4 = L.popup({"maxWidth": "200"});

        
            var html_414e35aa0bf949f3b59d5c866b14e747 = $(`<div id="html_414e35aa0bf949f3b59d5c866b14e747" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103440<br/><b>Location:</b> 14.698262,100.830062<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e24f553d36b14e5dbf455a470dd75ef4.setContent(html_414e35aa0bf949f3b59d5c866b14e747);
        

        circle_marker_e91de0a506e7400e9f39c69b83f13869.bindPopup(popup_e24f553d36b14e5dbf455a470dd75ef4)
        ;

        
    
    
            var circle_marker_9e0c9cc6cc4b470398cef3aa59d31ead = L.circleMarker(
                [14.699308, 100.830585],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_5fb3ccc24bbf4510b096b4374cb0130c = L.popup({"maxWidth": "200"});

        
            var html_1f7ed4c65c7b46e3ab25bd52bce78064 = $(`<div id="html_1f7ed4c65c7b46e3ab25bd52bce78064" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102883<br/><b>Location:</b> 14.699308,100.830585<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_5fb3ccc24bbf4510b096b4374cb0130c.setContent(html_1f7ed4c65c7b46e3ab25bd52bce78064);
        

        circle_marker_9e0c9cc6cc4b470398cef3aa59d31ead.bindPopup(popup_5fb3ccc24bbf4510b096b4374cb0130c)
        ;

        
    
    
            var circle_marker_427bf6a1944c445d996778e62ca62db7 = L.circleMarker(
                [14.695303, 100.829638],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_43930adbbcb24d5b8aa56bd8fe2a5978 = L.popup({"maxWidth": "200"});

        
            var html_c656b8205c9d40c2950db1b0c300a3aa = $(`<div id="html_c656b8205c9d40c2950db1b0c300a3aa" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103582<br/><b>Location:</b> 14.695303,100.829638<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_43930adbbcb24d5b8aa56bd8fe2a5978.setContent(html_c656b8205c9d40c2950db1b0c300a3aa);
        

        circle_marker_427bf6a1944c445d996778e62ca62db7.bindPopup(popup_43930adbbcb24d5b8aa56bd8fe2a5978)
        ;

        
    
    
            var circle_marker_4c59b4ea27db441bbbb2ea45deb32148 = L.circleMarker(
                [14.697825, 100.830424],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_3476f53688004611b75c717671ce879d = L.popup({"maxWidth": "200"});

        
            var html_4b56396b73aa4d51b666ea4c0822d93b = $(`<div id="html_4b56396b73aa4d51b666ea4c0822d93b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103540<br/><b>Location:</b> 14.697825,100.830424<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_3476f53688004611b75c717671ce879d.setContent(html_4b56396b73aa4d51b666ea4c0822d93b);
        

        circle_marker_4c59b4ea27db441bbbb2ea45deb32148.bindPopup(popup_3476f53688004611b75c717671ce879d)
        ;

        
    
    
            var circle_marker_c72bd7db6d8142e9b15976637f47cdac = L.circleMarker(
                [14.695779, 100.829418],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_f0ccd941789d48c58c88488a9bd74723 = L.popup({"maxWidth": "200"});

        
            var html_5d5330bc11434d3c86d90c7f2d12ba1d = $(`<div id="html_5d5330bc11434d3c86d90c7f2d12ba1d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103087<br/><b>Location:</b> 14.695779,100.829418<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_f0ccd941789d48c58c88488a9bd74723.setContent(html_5d5330bc11434d3c86d90c7f2d12ba1d);
        

        circle_marker_c72bd7db6d8142e9b15976637f47cdac.bindPopup(popup_f0ccd941789d48c58c88488a9bd74723)
        ;

        
    
    
            var circle_marker_2dec65fa0edd4a2e8e4bf3f130fad74d = L.circleMarker(
                [14.695668, 100.830052],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ce7d67026152473c8d6f5b863a852c58 = L.popup({"maxWidth": "200"});

        
            var html_0a0275908dd046b8976b68d66dab960b = $(`<div id="html_0a0275908dd046b8976b68d66dab960b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103563<br/><b>Location:</b> 14.695668,100.830052<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ce7d67026152473c8d6f5b863a852c58.setContent(html_0a0275908dd046b8976b68d66dab960b);
        

        circle_marker_2dec65fa0edd4a2e8e4bf3f130fad74d.bindPopup(popup_ce7d67026152473c8d6f5b863a852c58)
        ;

        
    
    
            var circle_marker_f2e0d8b316994b64952eb2142d7afc76 = L.circleMarker(
                [14.695551, 100.829714],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_28ba68d1450943d68393cc974cf1183d = L.popup({"maxWidth": "200"});

        
            var html_0d23a8702b4449008d9dfb06d369626e = $(`<div id="html_0d23a8702b4449008d9dfb06d369626e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103618<br/><b>Location:</b> 14.695551,100.829714<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_28ba68d1450943d68393cc974cf1183d.setContent(html_0d23a8702b4449008d9dfb06d369626e);
        

        circle_marker_f2e0d8b316994b64952eb2142d7afc76.bindPopup(popup_28ba68d1450943d68393cc974cf1183d)
        ;

        
    
    
            var circle_marker_fc0e28a18df04002a7bcd0b1665341bb = L.circleMarker(
                [14.698227, 100.831239],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_3253e45350814f0d875af557f0ed93c7 = L.popup({"maxWidth": "200"});

        
            var html_e616cfd78f304bb7b392eb2c20a290b0 = $(`<div id="html_e616cfd78f304bb7b392eb2c20a290b0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103649<br/><b>Location:</b> 14.698227,100.831239<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_3253e45350814f0d875af557f0ed93c7.setContent(html_e616cfd78f304bb7b392eb2c20a290b0);
        

        circle_marker_fc0e28a18df04002a7bcd0b1665341bb.bindPopup(popup_3253e45350814f0d875af557f0ed93c7)
        ;

        
    
    
            var circle_marker_0493a46ed0d944918be5463bc65b8441 = L.circleMarker(
                [14.695574, 100.830015],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_60faacf1944f420daaaf07991535f104 = L.popup({"maxWidth": "200"});

        
            var html_f64e07975124433ba07f78a4980fa26a = $(`<div id="html_f64e07975124433ba07f78a4980fa26a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103307<br/><b>Location:</b> 14.695574,100.830015<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_60faacf1944f420daaaf07991535f104.setContent(html_f64e07975124433ba07f78a4980fa26a);
        

        circle_marker_0493a46ed0d944918be5463bc65b8441.bindPopup(popup_60faacf1944f420daaaf07991535f104)
        ;

        
    
    
            var circle_marker_53b4a6d8f73945bb8fce98a2e7054cd1 = L.circleMarker(
                [14.69994, 100.830552],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_83b39f8b8e084606a5c6329420cecb66 = L.popup({"maxWidth": "200"});

        
            var html_c271d2fe6ebe4ad2af8245f903998873 = $(`<div id="html_c271d2fe6ebe4ad2af8245f903998873" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102873<br/><b>Location:</b> 14.69994,100.830552<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_83b39f8b8e084606a5c6329420cecb66.setContent(html_c271d2fe6ebe4ad2af8245f903998873);
        

        circle_marker_53b4a6d8f73945bb8fce98a2e7054cd1.bindPopup(popup_83b39f8b8e084606a5c6329420cecb66)
        ;

        
    
    
            var circle_marker_fd1cb62687764d5594f1d12570e419cf = L.circleMarker(
                [14.69824, 100.830946],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c4aa8288b0e74e23ae7373f498a0f0f2 = L.popup({"maxWidth": "200"});

        
            var html_20f45c9aa2544c04bcd37fbbd4f84ffb = $(`<div id="html_20f45c9aa2544c04bcd37fbbd4f84ffb" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103092<br/><b>Location:</b> 14.69824,100.830946<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c4aa8288b0e74e23ae7373f498a0f0f2.setContent(html_20f45c9aa2544c04bcd37fbbd4f84ffb);
        

        circle_marker_fd1cb62687764d5594f1d12570e419cf.bindPopup(popup_c4aa8288b0e74e23ae7373f498a0f0f2)
        ;

        
    
    
            var circle_marker_cb579300626a4fd28117514f797bc7e9 = L.circleMarker(
                [14.699589, 100.830332],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c88d785e0aff4093859caa69bd91f75d = L.popup({"maxWidth": "200"});

        
            var html_8afea90d5bf942cbb3468b97825975c8 = $(`<div id="html_8afea90d5bf942cbb3468b97825975c8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103262<br/><b>Location:</b> 14.699589,100.830332<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c88d785e0aff4093859caa69bd91f75d.setContent(html_8afea90d5bf942cbb3468b97825975c8);
        

        circle_marker_cb579300626a4fd28117514f797bc7e9.bindPopup(popup_c88d785e0aff4093859caa69bd91f75d)
        ;

        
    
    
            var circle_marker_afd6b97068034b79b1ada8dac1920986 = L.circleMarker(
                [14.696399, 100.830054],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_68329283509747d1aeec3d509d64dd14 = L.popup({"maxWidth": "200"});

        
            var html_c9b1fd38397e48539c329aa3e776e543 = $(`<div id="html_c9b1fd38397e48539c329aa3e776e543" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103492<br/><b>Location:</b> 14.696399,100.830054<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_68329283509747d1aeec3d509d64dd14.setContent(html_c9b1fd38397e48539c329aa3e776e543);
        

        circle_marker_afd6b97068034b79b1ada8dac1920986.bindPopup(popup_68329283509747d1aeec3d509d64dd14)
        ;

        
    
    
            var circle_marker_17054e1654d34fcc9b393698a522697b = L.circleMarker(
                [14.698181, 100.83099],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_9957b5b959b645a098a9ecafb3ae8748 = L.popup({"maxWidth": "200"});

        
            var html_90ee857ab2a04e4e8437255b2e3dbb03 = $(`<div id="html_90ee857ab2a04e4e8437255b2e3dbb03" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103769<br/><b>Location:</b> 14.698181,100.83099<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_9957b5b959b645a098a9ecafb3ae8748.setContent(html_90ee857ab2a04e4e8437255b2e3dbb03);
        

        circle_marker_17054e1654d34fcc9b393698a522697b.bindPopup(popup_9957b5b959b645a098a9ecafb3ae8748)
        ;

        
    
    
            var circle_marker_b6d27e89c454459ca00539ed7fce0bef = L.circleMarker(
                [14.699658, 100.831411],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_2f53ec4fdf6a47ca9e1761d5de8698be = L.popup({"maxWidth": "200"});

        
            var html_1524bf69c9da4481831597e2c2653db8 = $(`<div id="html_1524bf69c9da4481831597e2c2653db8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103052<br/><b>Location:</b> 14.699658,100.831411<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_2f53ec4fdf6a47ca9e1761d5de8698be.setContent(html_1524bf69c9da4481831597e2c2653db8);
        

        circle_marker_b6d27e89c454459ca00539ed7fce0bef.bindPopup(popup_2f53ec4fdf6a47ca9e1761d5de8698be)
        ;

        
    
    
            var circle_marker_5040dae047fd4841a39d19676a46271e = L.circleMarker(
                [14.704002, 100.828878],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_04465a756c894b249d5268f053629d5b = L.popup({"maxWidth": "200"});

        
            var html_61b0a5a8ec30462caa8551d5a9567d98 = $(`<div id="html_61b0a5a8ec30462caa8551d5a9567d98" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102679<br/><b>Location:</b> 14.704002,100.828878<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_04465a756c894b249d5268f053629d5b.setContent(html_61b0a5a8ec30462caa8551d5a9567d98);
        

        circle_marker_5040dae047fd4841a39d19676a46271e.bindPopup(popup_04465a756c894b249d5268f053629d5b)
        ;

        
    
    
            var circle_marker_8792733f547547f38810c9323c7cd9f3 = L.circleMarker(
                [14.697244, 100.829559],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_87489499fe5a433c97c7649888233abb = L.popup({"maxWidth": "200"});

        
            var html_564db6ce144e423dbe2b647803ebdf89 = $(`<div id="html_564db6ce144e423dbe2b647803ebdf89" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103848<br/><b>Location:</b> 14.697244,100.829559<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_87489499fe5a433c97c7649888233abb.setContent(html_564db6ce144e423dbe2b647803ebdf89);
        

        circle_marker_8792733f547547f38810c9323c7cd9f3.bindPopup(popup_87489499fe5a433c97c7649888233abb)
        ;

        
    
    
            var circle_marker_64e74e0effd84c8694886b3c74d9c3cd = L.circleMarker(
                [14.697596, 100.83121],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_56e03e4f11f7499d9b630987381c4219 = L.popup({"maxWidth": "200"});

        
            var html_9ba6036a55e14b708792db06c1c85443 = $(`<div id="html_9ba6036a55e14b708792db06c1c85443" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103665<br/><b>Location:</b> 14.697596,100.83121<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_56e03e4f11f7499d9b630987381c4219.setContent(html_9ba6036a55e14b708792db06c1c85443);
        

        circle_marker_64e74e0effd84c8694886b3c74d9c3cd.bindPopup(popup_56e03e4f11f7499d9b630987381c4219)
        ;

        
    
    
            var circle_marker_f6c61e07da924689b66c4606cb0808a1 = L.circleMarker(
                [14.700048, 100.831311],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_d6c0067a09a6482bb927335b9be7aa89 = L.popup({"maxWidth": "200"});

        
            var html_4bc8daf969e24130822266e06fce6051 = $(`<div id="html_4bc8daf969e24130822266e06fce6051" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103702<br/><b>Location:</b> 14.700048,100.831311<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_d6c0067a09a6482bb927335b9be7aa89.setContent(html_4bc8daf969e24130822266e06fce6051);
        

        circle_marker_f6c61e07da924689b66c4606cb0808a1.bindPopup(popup_d6c0067a09a6482bb927335b9be7aa89)
        ;

        
    
    
            var circle_marker_0db1c711f610499d8fb98eb263c983a5 = L.circleMarker(
                [14.701336, 100.8312],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_890de44edc774acf8932ddfbfacf31c0 = L.popup({"maxWidth": "200"});

        
            var html_70ce1236cd02490b8e2c05d69b96ff2d = $(`<div id="html_70ce1236cd02490b8e2c05d69b96ff2d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103824<br/><b>Location:</b> 14.701336,100.8312<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_890de44edc774acf8932ddfbfacf31c0.setContent(html_70ce1236cd02490b8e2c05d69b96ff2d);
        

        circle_marker_0db1c711f610499d8fb98eb263c983a5.bindPopup(popup_890de44edc774acf8932ddfbfacf31c0)
        ;

        
    
    
            var circle_marker_22faf1840f8442949fdef33d671a1b8b = L.circleMarker(
                [14.699968, 100.830775],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_bdfa12e845a348459084a588cfd42b8c = L.popup({"maxWidth": "200"});

        
            var html_e58dbcba6b774dd786eb03c133ec6290 = $(`<div id="html_e58dbcba6b774dd786eb03c133ec6290" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102519<br/><b>Location:</b> 14.699968,100.830775<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_bdfa12e845a348459084a588cfd42b8c.setContent(html_e58dbcba6b774dd786eb03c133ec6290);
        

        circle_marker_22faf1840f8442949fdef33d671a1b8b.bindPopup(popup_bdfa12e845a348459084a588cfd42b8c)
        ;

        
    
    
            var circle_marker_e8dc7ce3e5f9487da64ce4c0d3d34bfb = L.circleMarker(
                [14.700639, 100.831641],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_7ca475c72e53462bab382c1efce5d719 = L.popup({"maxWidth": "200"});

        
            var html_8bb610cbaff74596b7c47fb89da7e6e8 = $(`<div id="html_8bb610cbaff74596b7c47fb89da7e6e8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103686<br/><b>Location:</b> 14.700639,100.831641<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_7ca475c72e53462bab382c1efce5d719.setContent(html_8bb610cbaff74596b7c47fb89da7e6e8);
        

        circle_marker_e8dc7ce3e5f9487da64ce4c0d3d34bfb.bindPopup(popup_7ca475c72e53462bab382c1efce5d719)
        ;

        
    
    
            var circle_marker_5443287cdade478aafbba7c7afa7d38d = L.circleMarker(
                [14.69615, 100.829983],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_498bdd66a26c4cfa81af8d1f158e4eba = L.popup({"maxWidth": "200"});

        
            var html_21ad1751997544209636c82128da40cf = $(`<div id="html_21ad1751997544209636c82128da40cf" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103538<br/><b>Location:</b> 14.69615,100.829983<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_498bdd66a26c4cfa81af8d1f158e4eba.setContent(html_21ad1751997544209636c82128da40cf);
        

        circle_marker_5443287cdade478aafbba7c7afa7d38d.bindPopup(popup_498bdd66a26c4cfa81af8d1f158e4eba)
        ;

        
    
    
            var circle_marker_bf05e5a96dae4092b8086c422fd52647 = L.circleMarker(
                [14.697093, 100.829798],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_85efb3029cc145f2bce9665454cce4c1 = L.popup({"maxWidth": "200"});

        
            var html_f72953566cf342a0826d0d4ff0b19e36 = $(`<div id="html_f72953566cf342a0826d0d4ff0b19e36" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103755<br/><b>Location:</b> 14.697093,100.829798<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_85efb3029cc145f2bce9665454cce4c1.setContent(html_f72953566cf342a0826d0d4ff0b19e36);
        

        circle_marker_bf05e5a96dae4092b8086c422fd52647.bindPopup(popup_85efb3029cc145f2bce9665454cce4c1)
        ;

        
    
    
            var circle_marker_cc85f3ab56c04b9e93364997a040fb2b = L.circleMarker(
                [14.700044, 100.828299],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_90788cff5c4d4b79b1b72b967ec92fba = L.popup({"maxWidth": "200"});

        
            var html_b504ebae6590422fa5900b9d35a85478 = $(`<div id="html_b504ebae6590422fa5900b9d35a85478" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103873<br/><b>Location:</b> 14.700044,100.828299<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_90788cff5c4d4b79b1b72b967ec92fba.setContent(html_b504ebae6590422fa5900b9d35a85478);
        

        circle_marker_cc85f3ab56c04b9e93364997a040fb2b.bindPopup(popup_90788cff5c4d4b79b1b72b967ec92fba)
        ;

        
    
    
            var circle_marker_20e42e53ce5647b6bc5e5d4ec35c4794 = L.circleMarker(
                [14.697173, 100.829867],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ae5f1545cdf048fc8641c3f4249064d1 = L.popup({"maxWidth": "200"});

        
            var html_787458d5543242988238f3d1f0b3f8cb = $(`<div id="html_787458d5543242988238f3d1f0b3f8cb" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103801<br/><b>Location:</b> 14.697173,100.829867<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ae5f1545cdf048fc8641c3f4249064d1.setContent(html_787458d5543242988238f3d1f0b3f8cb);
        

        circle_marker_20e42e53ce5647b6bc5e5d4ec35c4794.bindPopup(popup_ae5f1545cdf048fc8641c3f4249064d1)
        ;

        
    
    
            var circle_marker_268963cf9c854df288d365649bd4e076 = L.circleMarker(
                [14.6998, 100.828376],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_49f89989ef6a491db9172571fa2d5f02 = L.popup({"maxWidth": "200"});

        
            var html_6ddb23945147456db787be58e294db17 = $(`<div id="html_6ddb23945147456db787be58e294db17" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103928<br/><b>Location:</b> 14.6998,100.828376<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_49f89989ef6a491db9172571fa2d5f02.setContent(html_6ddb23945147456db787be58e294db17);
        

        circle_marker_268963cf9c854df288d365649bd4e076.bindPopup(popup_49f89989ef6a491db9172571fa2d5f02)
        ;

        
    
    
            var circle_marker_e0bdc446aacd4be38f23e93dbe9a9934 = L.circleMarker(
                [14.700079, 100.830328],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_297101be18804a78890bc4647dde97ab = L.popup({"maxWidth": "200"});

        
            var html_43b4dae99a0b44839c18c559fcd93181 = $(`<div id="html_43b4dae99a0b44839c18c559fcd93181" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103937<br/><b>Location:</b> 14.700079,100.830328<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_297101be18804a78890bc4647dde97ab.setContent(html_43b4dae99a0b44839c18c559fcd93181);
        

        circle_marker_e0bdc446aacd4be38f23e93dbe9a9934.bindPopup(popup_297101be18804a78890bc4647dde97ab)
        ;

        
    
    
            var circle_marker_429f125607e94d94a37bbeb362b5cb89 = L.circleMarker(
                [14.70023, 100.829592],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0cf50ba3174b402da0174f5784e26270 = L.popup({"maxWidth": "200"});

        
            var html_26c3b65db286474aa42c072bd00ca3b0 = $(`<div id="html_26c3b65db286474aa42c072bd00ca3b0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101938<br/><b>Location:</b> 14.70023,100.829592<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0cf50ba3174b402da0174f5784e26270.setContent(html_26c3b65db286474aa42c072bd00ca3b0);
        

        circle_marker_429f125607e94d94a37bbeb362b5cb89.bindPopup(popup_0cf50ba3174b402da0174f5784e26270)
        ;

        
    
    
            var circle_marker_7f887b5eddea4ff49ed8eeda7f02813c = L.circleMarker(
                [14.696926, 100.830091],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ebda96de48164782b72f52e1e08562fc = L.popup({"maxWidth": "200"});

        
            var html_3a4e8ace75f7473bafed8f6265246c92 = $(`<div id="html_3a4e8ace75f7473bafed8f6265246c92" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103399<br/><b>Location:</b> 14.696926,100.830091<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ebda96de48164782b72f52e1e08562fc.setContent(html_3a4e8ace75f7473bafed8f6265246c92);
        

        circle_marker_7f887b5eddea4ff49ed8eeda7f02813c.bindPopup(popup_ebda96de48164782b72f52e1e08562fc)
        ;

        
    
    
            var circle_marker_432a5a86b928484495e772b7313b848c = L.circleMarker(
                [14.697511, 100.830582],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b0fc68b10c4f43d58555e53f4865557c = L.popup({"maxWidth": "200"});

        
            var html_0f584a1255e14086870af074cbec3196 = $(`<div id="html_0f584a1255e14086870af074cbec3196" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104073<br/><b>Location:</b> 14.697511,100.830582<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b0fc68b10c4f43d58555e53f4865557c.setContent(html_0f584a1255e14086870af074cbec3196);
        

        circle_marker_432a5a86b928484495e772b7313b848c.bindPopup(popup_b0fc68b10c4f43d58555e53f4865557c)
        ;

        
    
    
            var circle_marker_5b557d5bf69e4095bef038b9a57e7cdc = L.circleMarker(
                [14.69755, 100.8305],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_0b847d9337cd4964b5d36529e5fe32f8 = L.popup({"maxWidth": "200"});

        
            var html_3e6c76147b4949edaf5e9fe3623babaf = $(`<div id="html_3e6c76147b4949edaf5e9fe3623babaf" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104074<br/><b>Location:</b> 14.69755,100.8305<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_0b847d9337cd4964b5d36529e5fe32f8.setContent(html_3e6c76147b4949edaf5e9fe3623babaf);
        

        circle_marker_5b557d5bf69e4095bef038b9a57e7cdc.bindPopup(popup_0b847d9337cd4964b5d36529e5fe32f8)
        ;

        
    
    
            var circle_marker_99a733a361bd4a01bd13642555043a95 = L.circleMarker(
                [14.698287, 100.829971],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e5b037e565d34d3fbf7e625bd5ae0d2f = L.popup({"maxWidth": "200"});

        
            var html_891cc0f9bd5e4b7c82de21f6a58a18a8 = $(`<div id="html_891cc0f9bd5e4b7c82de21f6a58a18a8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104034<br/><b>Location:</b> 14.698287,100.829971<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e5b037e565d34d3fbf7e625bd5ae0d2f.setContent(html_891cc0f9bd5e4b7c82de21f6a58a18a8);
        

        circle_marker_99a733a361bd4a01bd13642555043a95.bindPopup(popup_e5b037e565d34d3fbf7e625bd5ae0d2f)
        ;

        
    
    
            var circle_marker_0b770d87f1a84731b57fc02a54a8435e = L.circleMarker(
                [14.702483, 100.828471],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_3f603b14c7604f0299087695107e9064 = L.popup({"maxWidth": "200"});

        
            var html_58d6142f7604489b82802d361d44f08f = $(`<div id="html_58d6142f7604489b82802d361d44f08f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102430<br/><b>Location:</b> 14.702483,100.828471<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_3f603b14c7604f0299087695107e9064.setContent(html_58d6142f7604489b82802d361d44f08f);
        

        circle_marker_0b770d87f1a84731b57fc02a54a8435e.bindPopup(popup_3f603b14c7604f0299087695107e9064)
        ;

        
    
    
            var circle_marker_9bf241a491e74ac4a5fef950d525727e = L.circleMarker(
                [14.701702, 100.830293],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_74271c76b79e49ff8993292b5dec999f = L.popup({"maxWidth": "200"});

        
            var html_092b02308a1c4d1dbb4a62a5052de6ee = $(`<div id="html_092b02308a1c4d1dbb4a62a5052de6ee" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104105<br/><b>Location:</b> 14.701702,100.830293<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_74271c76b79e49ff8993292b5dec999f.setContent(html_092b02308a1c4d1dbb4a62a5052de6ee);
        

        circle_marker_9bf241a491e74ac4a5fef950d525727e.bindPopup(popup_74271c76b79e49ff8993292b5dec999f)
        ;

        
    
    
            var circle_marker_3623d609f0714b34a59018b5c492402b = L.circleMarker(
                [14.700631, 100.828238],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_e83b13896ba84c5aa376e37de008282a = L.popup({"maxWidth": "200"});

        
            var html_302731d64e03475e936b51e857303f09 = $(`<div id="html_302731d64e03475e936b51e857303f09" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102770<br/><b>Location:</b> 14.700631,100.828238<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_e83b13896ba84c5aa376e37de008282a.setContent(html_302731d64e03475e936b51e857303f09);
        

        circle_marker_3623d609f0714b34a59018b5c492402b.bindPopup(popup_e83b13896ba84c5aa376e37de008282a)
        ;

        
    
    
            var circle_marker_c5f96dd67d65440a9b8e8ff166d12d95 = L.circleMarker(
                [14.700071, 100.829085],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_485c82a51fa64117a6b68b536cd4da84 = L.popup({"maxWidth": "200"});

        
            var html_4ec035866a064cbdbca90a359da1f500 = $(`<div id="html_4ec035866a064cbdbca90a359da1f500" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101798<br/><b>Location:</b> 14.700071,100.829085<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_485c82a51fa64117a6b68b536cd4da84.setContent(html_4ec035866a064cbdbca90a359da1f500);
        

        circle_marker_c5f96dd67d65440a9b8e8ff166d12d95.bindPopup(popup_485c82a51fa64117a6b68b536cd4da84)
        ;

        
    
    
            var circle_marker_394be4d28bb5497184fb1eeb0ce142e2 = L.circleMarker(
                [14.700485, 100.83139],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_97ed0b7486a347848caffb33bed99900 = L.popup({"maxWidth": "200"});

        
            var html_3290075d6ae84ecb8964935c87b7eb27 = $(`<div id="html_3290075d6ae84ecb8964935c87b7eb27" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103728<br/><b>Location:</b> 14.700485,100.83139<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_97ed0b7486a347848caffb33bed99900.setContent(html_3290075d6ae84ecb8964935c87b7eb27);
        

        circle_marker_394be4d28bb5497184fb1eeb0ce142e2.bindPopup(popup_97ed0b7486a347848caffb33bed99900)
        ;

        
    
    
            var circle_marker_1b268c47ebc14bd3b0b45849d6aa0c41 = L.circleMarker(
                [14.697945, 100.830703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b81571f8fab147beac472aeb1fb72979 = L.popup({"maxWidth": "200"});

        
            var html_9aa00747d1b44742a32493df1df3751f = $(`<div id="html_9aa00747d1b44742a32493df1df3751f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103611<br/><b>Location:</b> 14.697945,100.830703<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b81571f8fab147beac472aeb1fb72979.setContent(html_9aa00747d1b44742a32493df1df3751f);
        

        circle_marker_1b268c47ebc14bd3b0b45849d6aa0c41.bindPopup(popup_b81571f8fab147beac472aeb1fb72979)
        ;

        
    
    
            var circle_marker_a83326b8a1e34f548062d0f15d204ab9 = L.circleMarker(
                [14.699881, 100.830104],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_d8d83ce99d684e6193021760794727c5 = L.popup({"maxWidth": "200"});

        
            var html_3fdf0f4557d94a7b9ddd89979ce34d6f = $(`<div id="html_3fdf0f4557d94a7b9ddd89979ce34d6f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103916<br/><b>Location:</b> 14.699881,100.830104<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_d8d83ce99d684e6193021760794727c5.setContent(html_3fdf0f4557d94a7b9ddd89979ce34d6f);
        

        circle_marker_a83326b8a1e34f548062d0f15d204ab9.bindPopup(popup_d8d83ce99d684e6193021760794727c5)
        ;

        
    
    
            var circle_marker_6fd6f7673d4f415492b4699ff76cb659 = L.circleMarker(
                [14.700271, 100.82972],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_b62f7749878d406395831a8069e17789 = L.popup({"maxWidth": "200"});

        
            var html_c60fb807b3cd4f5c81eabd1fb4933d0b = $(`<div id="html_c60fb807b3cd4f5c81eabd1fb4933d0b" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101942<br/><b>Location:</b> 14.700271,100.82972<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_b62f7749878d406395831a8069e17789.setContent(html_c60fb807b3cd4f5c81eabd1fb4933d0b);
        

        circle_marker_6fd6f7673d4f415492b4699ff76cb659.bindPopup(popup_b62f7749878d406395831a8069e17789)
        ;

        
    
    
            var circle_marker_6eeb7eb530494c18a709ea51895d1e58 = L.circleMarker(
                [14.698019, 100.83024],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_bcb4f506e9fd47cdb5b1f622072a3de8 = L.popup({"maxWidth": "200"});

        
            var html_f2c6dd2fa458460784e5354b680518f9 = $(`<div id="html_f2c6dd2fa458460784e5354b680518f9" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104120<br/><b>Location:</b> 14.698019,100.83024<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_bcb4f506e9fd47cdb5b1f622072a3de8.setContent(html_f2c6dd2fa458460784e5354b680518f9);
        

        circle_marker_6eeb7eb530494c18a709ea51895d1e58.bindPopup(popup_bcb4f506e9fd47cdb5b1f622072a3de8)
        ;

        
    
    
            var circle_marker_abb95167cc3b465bb7a447607582357a = L.circleMarker(
                [14.69797, 100.82952],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_96b76bc1a55044d6b8c65b2a72f19fff = L.popup({"maxWidth": "200"});

        
            var html_5874f8f9fcda41fbb5500812e38d385a = $(`<div id="html_5874f8f9fcda41fbb5500812e38d385a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103452<br/><b>Location:</b> 14.69797,100.82952<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_96b76bc1a55044d6b8c65b2a72f19fff.setContent(html_5874f8f9fcda41fbb5500812e38d385a);
        

        circle_marker_abb95167cc3b465bb7a447607582357a.bindPopup(popup_96b76bc1a55044d6b8c65b2a72f19fff)
        ;

        
    
    
            var circle_marker_bc8771840e084e4aaddcd47e19143265 = L.circleMarker(
                [14.697424, 100.83078],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_08a4e38c0c6f454f87a0fe252ae48b32 = L.popup({"maxWidth": "200"});

        
            var html_0b46fed72b904f32876011769a2b68d0 = $(`<div id="html_0b46fed72b904f32876011769a2b68d0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104141<br/><b>Location:</b> 14.697424,100.83078<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_08a4e38c0c6f454f87a0fe252ae48b32.setContent(html_0b46fed72b904f32876011769a2b68d0);
        

        circle_marker_bc8771840e084e4aaddcd47e19143265.bindPopup(popup_08a4e38c0c6f454f87a0fe252ae48b32)
        ;

        
    
    
            var circle_marker_81bbedd9566b409f8ea06d3276ffb3c3 = L.circleMarker(
                [14.697635, 100.829794],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c6b8c9fe49fe432b9d4ba1a54aab81f5 = L.popup({"maxWidth": "200"});

        
            var html_07bcfedd675144d2a565b91741695681 = $(`<div id="html_07bcfedd675144d2a565b91741695681" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103744<br/><b>Location:</b> 14.697635,100.829794<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c6b8c9fe49fe432b9d4ba1a54aab81f5.setContent(html_07bcfedd675144d2a565b91741695681);
        

        circle_marker_81bbedd9566b409f8ea06d3276ffb3c3.bindPopup(popup_c6b8c9fe49fe432b9d4ba1a54aab81f5)
        ;

        
    
    
            var circle_marker_12e8d63814f746a4b7765e1fea9088bb = L.circleMarker(
                [14.698538, 100.829602],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_88831766f85449d0a7ced483bbb8017d = L.popup({"maxWidth": "200"});

        
            var html_6fd265f4f35a45e69e9c39b7d0f14521 = $(`<div id="html_6fd265f4f35a45e69e9c39b7d0f14521" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103814<br/><b>Location:</b> 14.698538,100.829602<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_88831766f85449d0a7ced483bbb8017d.setContent(html_6fd265f4f35a45e69e9c39b7d0f14521);
        

        circle_marker_12e8d63814f746a4b7765e1fea9088bb.bindPopup(popup_88831766f85449d0a7ced483bbb8017d)
        ;

        
    
    
            var circle_marker_399e518891974eb9bb713337abc800d9 = L.circleMarker(
                [14.698524, 100.829324],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_06356b46e2824c66a6111e6747fddc93 = L.popup({"maxWidth": "200"});

        
            var html_50211d1209a246f3a4e4076d8c71b15e = $(`<div id="html_50211d1209a246f3a4e4076d8c71b15e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103386<br/><b>Location:</b> 14.698524,100.829324<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_06356b46e2824c66a6111e6747fddc93.setContent(html_50211d1209a246f3a4e4076d8c71b15e);
        

        circle_marker_399e518891974eb9bb713337abc800d9.bindPopup(popup_06356b46e2824c66a6111e6747fddc93)
        ;

        
    
    
            var circle_marker_6799dac29d3b4d859af5b7c4532b25ea = L.circleMarker(
                [14.697969, 100.830434],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_bf0906e3388447ec8b3d9e3c2d2ed2a3 = L.popup({"maxWidth": "200"});

        
            var html_a70ccf730c3349b6b3c8fe8efed15444 = $(`<div id="html_a70ccf730c3349b6b3c8fe8efed15444" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104133<br/><b>Location:</b> 14.697969,100.830434<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_bf0906e3388447ec8b3d9e3c2d2ed2a3.setContent(html_a70ccf730c3349b6b3c8fe8efed15444);
        

        circle_marker_6799dac29d3b4d859af5b7c4532b25ea.bindPopup(popup_bf0906e3388447ec8b3d9e3c2d2ed2a3)
        ;

        
    
    
            var circle_marker_0ae72e6fd839470abb8be22e453a0800 = L.circleMarker(
                [14.700713, 100.827291],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c5154958f7834da5a9a573965482fb96 = L.popup({"maxWidth": "200"});

        
            var html_6bfaa7870b8443f2b26589158fee229c = $(`<div id="html_6bfaa7870b8443f2b26589158fee229c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102166<br/><b>Location:</b> 14.700713,100.827291<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c5154958f7834da5a9a573965482fb96.setContent(html_6bfaa7870b8443f2b26589158fee229c);
        

        circle_marker_0ae72e6fd839470abb8be22e453a0800.bindPopup(popup_c5154958f7834da5a9a573965482fb96)
        ;

        
    
    
            var circle_marker_4b3d70b8bdbf4f27adc1ef2b7219152d = L.circleMarker(
                [14.697325, 100.830123],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_138114944fbd4a84a8c52079b13f3857 = L.popup({"maxWidth": "200"});

        
            var html_f6b6dadf5d3841edb70fc3bf95081e10 = $(`<div id="html_f6b6dadf5d3841edb70fc3bf95081e10" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104026<br/><b>Location:</b> 14.697325,100.830123<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_138114944fbd4a84a8c52079b13f3857.setContent(html_f6b6dadf5d3841edb70fc3bf95081e10);
        

        circle_marker_4b3d70b8bdbf4f27adc1ef2b7219152d.bindPopup(popup_138114944fbd4a84a8c52079b13f3857)
        ;

        
    
    
            var circle_marker_dbfc39fe701b46b297bd4bcf2ec97f46 = L.circleMarker(
                [14.697718, 100.831054],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_95d09f6317b54c4b8739b4708f3ed63a = L.popup({"maxWidth": "200"});

        
            var html_fb82ecc7897346febd7f6d8ab50d3128 = $(`<div id="html_fb82ecc7897346febd7f6d8ab50d3128" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104166<br/><b>Location:</b> 14.697718,100.831054<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_95d09f6317b54c4b8739b4708f3ed63a.setContent(html_fb82ecc7897346febd7f6d8ab50d3128);
        

        circle_marker_dbfc39fe701b46b297bd4bcf2ec97f46.bindPopup(popup_95d09f6317b54c4b8739b4708f3ed63a)
        ;

        
    
    
            var circle_marker_a551f248982f493fa75628fbacceed5c = L.circleMarker(
                [14.696539, 100.830275],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_46011e21b778490a8825e8cdb919a482 = L.popup({"maxWidth": "200"});

        
            var html_7b9c4d8caac14f55a0bc819a39698244 = $(`<div id="html_7b9c4d8caac14f55a0bc819a39698244" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104152<br/><b>Location:</b> 14.696539,100.830275<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_46011e21b778490a8825e8cdb919a482.setContent(html_7b9c4d8caac14f55a0bc819a39698244);
        

        circle_marker_a551f248982f493fa75628fbacceed5c.bindPopup(popup_46011e21b778490a8825e8cdb919a482)
        ;

        
    
    
            var circle_marker_55b052a204954388a11fa44772e90996 = L.circleMarker(
                [14.699906, 100.828363],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_574fdb9765be42298d5be8fa76070461 = L.popup({"maxWidth": "200"});

        
            var html_a18423463f604db7a419adb3d2bf4a18 = $(`<div id="html_a18423463f604db7a419adb3d2bf4a18" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103890<br/><b>Location:</b> 14.699906,100.828363<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_574fdb9765be42298d5be8fa76070461.setContent(html_a18423463f604db7a419adb3d2bf4a18);
        

        circle_marker_55b052a204954388a11fa44772e90996.bindPopup(popup_574fdb9765be42298d5be8fa76070461)
        ;

        
    
    
            var circle_marker_c444f575dc3a48238b5e0f7cbcb66ba7 = L.circleMarker(
                [14.700093, 100.827877],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_36b6faa4280840758a6ed9289b5ac9ff = L.popup({"maxWidth": "200"});

        
            var html_f6de65f903d2462dabe0f142d389cbe8 = $(`<div id="html_f6de65f903d2462dabe0f142d389cbe8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102065<br/><b>Location:</b> 14.700093,100.827877<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_36b6faa4280840758a6ed9289b5ac9ff.setContent(html_f6de65f903d2462dabe0f142d389cbe8);
        

        circle_marker_c444f575dc3a48238b5e0f7cbcb66ba7.bindPopup(popup_36b6faa4280840758a6ed9289b5ac9ff)
        ;

        
    
    
            var circle_marker_c163f572f2d74de897f4d64e45914d8f = L.circleMarker(
                [14.699738, 100.829123],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_8682bab1d4074eb78a45ace42f2b3a2d = L.popup({"maxWidth": "200"});

        
            var html_abf601a75b024eba8df7cbfcc0a5ee0f = $(`<div id="html_abf601a75b024eba8df7cbfcc0a5ee0f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102047<br/><b>Location:</b> 14.699738,100.829123<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_8682bab1d4074eb78a45ace42f2b3a2d.setContent(html_abf601a75b024eba8df7cbfcc0a5ee0f);
        

        circle_marker_c163f572f2d74de897f4d64e45914d8f.bindPopup(popup_8682bab1d4074eb78a45ace42f2b3a2d)
        ;

        
    
    
            var circle_marker_0df76bec2f534c22818462faf479271c = L.circleMarker(
                [14.701054, 100.830704],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_f0bae5d4dc494504a931e1828a78c761 = L.popup({"maxWidth": "200"});

        
            var html_720bed4009074eefbbf3998935017dfb = $(`<div id="html_720bed4009074eefbbf3998935017dfb" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102258<br/><b>Location:</b> 14.701054,100.830704<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_f0bae5d4dc494504a931e1828a78c761.setContent(html_720bed4009074eefbbf3998935017dfb);
        

        circle_marker_0df76bec2f534c22818462faf479271c.bindPopup(popup_f0bae5d4dc494504a931e1828a78c761)
        ;

        
    
    
            var circle_marker_0ddb1abb37114a22b077c3cb5feae0ae = L.circleMarker(
                [14.701603, 100.83001],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_270b969b005d4554bd68e505f5f774fc = L.popup({"maxWidth": "200"});

        
            var html_7486851f2a7e453f8c9d26f052ea8324 = $(`<div id="html_7486851f2a7e453f8c9d26f052ea8324" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102076<br/><b>Location:</b> 14.701603,100.83001<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_270b969b005d4554bd68e505f5f774fc.setContent(html_7486851f2a7e453f8c9d26f052ea8324);
        

        circle_marker_0ddb1abb37114a22b077c3cb5feae0ae.bindPopup(popup_270b969b005d4554bd68e505f5f774fc)
        ;

        
    
    
            var circle_marker_7138d7ab63c845b7b51cf7f51c7c247d = L.circleMarker(
                [14.699632, 100.82986],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_75cfb143a5624bb0910a4f37441456e4 = L.popup({"maxWidth": "200"});

        
            var html_1519300f131a44329d6745b0fd270df3 = $(`<div id="html_1519300f131a44329d6745b0fd270df3" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102527<br/><b>Location:</b> 14.699632,100.82986<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_75cfb143a5624bb0910a4f37441456e4.setContent(html_1519300f131a44329d6745b0fd270df3);
        

        circle_marker_7138d7ab63c845b7b51cf7f51c7c247d.bindPopup(popup_75cfb143a5624bb0910a4f37441456e4)
        ;

        
    
    
            var circle_marker_7bdc8ade970c49efbe12214baf3ed436 = L.circleMarker(
                [14.701271, 100.830962],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_02a7607f0eda4afcb1619063d09b0d09 = L.popup({"maxWidth": "200"});

        
            var html_8c68d1cab04e41769f881c0f937ef271 = $(`<div id="html_8c68d1cab04e41769f881c0f937ef271" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102295<br/><b>Location:</b> 14.701271,100.830962<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_02a7607f0eda4afcb1619063d09b0d09.setContent(html_8c68d1cab04e41769f881c0f937ef271);
        

        circle_marker_7bdc8ade970c49efbe12214baf3ed436.bindPopup(popup_02a7607f0eda4afcb1619063d09b0d09)
        ;

        
    
    
            var circle_marker_474e97bda909468fbe5b1bd1b7d15039 = L.circleMarker(
                [14.700693, 100.828073],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_eedc33bf6cf9454a8fe849145518fd83 = L.popup({"maxWidth": "200"});

        
            var html_3f5cffbe7da14b0e941cfe005baf6a63 = $(`<div id="html_3f5cffbe7da14b0e941cfe005baf6a63" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101970<br/><b>Location:</b> 14.700693,100.828073<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_eedc33bf6cf9454a8fe849145518fd83.setContent(html_3f5cffbe7da14b0e941cfe005baf6a63);
        

        circle_marker_474e97bda909468fbe5b1bd1b7d15039.bindPopup(popup_eedc33bf6cf9454a8fe849145518fd83)
        ;

        
    
    
            var circle_marker_40b6ecd9f6d245b598c674e36ff08afc = L.circleMarker(
                [14.699712, 100.829368],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_c635179e94e2469a824d41b5f457adf5 = L.popup({"maxWidth": "200"});

        
            var html_267483b7aacb497485fe9daf1c378b69 = $(`<div id="html_267483b7aacb497485fe9daf1c378b69" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103698<br/><b>Location:</b> 14.699712,100.829368<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_c635179e94e2469a824d41b5f457adf5.setContent(html_267483b7aacb497485fe9daf1c378b69);
        

        circle_marker_40b6ecd9f6d245b598c674e36ff08afc.bindPopup(popup_c635179e94e2469a824d41b5f457adf5)
        ;

        
    
    
            var circle_marker_4c6b657663b24edc8771a88c2f565063 = L.circleMarker(
                [14.704341, 100.828381],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_cfbea98d10b74600908c36dca1c52dfe = L.popup({"maxWidth": "200"});

        
            var html_2864ff9061ca4789a81b4d91889152c8 = $(`<div id="html_2864ff9061ca4789a81b4d91889152c8" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102661<br/><b>Location:</b> 14.704341,100.828381<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_cfbea98d10b74600908c36dca1c52dfe.setContent(html_2864ff9061ca4789a81b4d91889152c8);
        

        circle_marker_4c6b657663b24edc8771a88c2f565063.bindPopup(popup_cfbea98d10b74600908c36dca1c52dfe)
        ;

        
    
    
            var circle_marker_d969a3c501954a5d916360cee8d322e0 = L.circleMarker(
                [14.70003, 100.828146],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "green", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7, "stroke": true, "weight": 0.7}
            ).addTo(feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663);
        
    
        var popup_ab887262f48f41e9987ed3a23113caaf = L.popup({"maxWidth": "200"});

        
            var html_b092878b9241400fa3e401e38f694811 = $(`<div id="html_b092878b9241400fa3e401e38f694811" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103886<br/><b>Location:</b> 14.70003,100.828146<br/><b>MIRU ID:</b> 4<br/><b>Drug Resistance:</b> UNKNOWN</div>`)[0];
            popup_ab887262f48f41e9987ed3a23113caaf.setContent(html_b092878b9241400fa3e401e38f694811);
        

        circle_marker_d969a3c501954a5d916360cee8d322e0.bindPopup(popup_ab887262f48f41e9987ed3a23113caaf)
        ;

        
    
    
            L.control.fullscreen(
                {"forceSeparateButton": true, "position": "topright", "title": "Expand me", "titleCancel": "Exit me"}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
        
    
            var layer_control_a75cd18ab3fa4be898850ba9906ab7f0 = {
                base_layers : {
                    "openstreetmap" : tile_layer_b2bb850f1bbd4e909db2a193be27af0e,
                    "Open Street Map" : tile_layer_b6e9e98f82ee4aedbad40f4f19733838,
                    "CartoDB Positron" : tile_layer_fa590acd4eda4e86b84f337f078c4558,
                    "Stamen Toner" : tile_layer_4c9bdcfe8c84494eb47c8bb63de4496e,
                },
                overlays :  {
                    "All Markers" : feature_group_062e876557e94e4ea6944ea64efcfcde,
                    "MDR-TB" : feature_group_sub_group_f42f950e02ce4e448fb0c2397824f61a,
                    "Res to \u003e1 drug" : feature_group_sub_group_4cc64e29fa7745d5b20e2fa1522d9401,
                    "Pansusceptible" : feature_group_sub_group_b89acc26b0f14b83a5aa6341ba63abee,
                    "Unknown" : feature_group_sub_group_3508b2bc59d24895b398e9e8f020b663,
                },
            };
            L.control.layers(
                layer_control_a75cd18ab3fa4be898850ba9906ab7f0.base_layers,
                layer_control_a75cd18ab3fa4be898850ba9906ab7f0.overlays,
                {"autoZIndex": true, "collapsed": false, "position": "topright"}
            ).addTo(map_314d0888a5544c71b1352bcc8fff8cfd);
            tile_layer_b6e9e98f82ee4aedbad40f4f19733838.remove();
            tile_layer_fa590acd4eda4e86b84f337f078c4558.remove();
            tile_layer_4c9bdcfe8c84494eb47c8bb63de4496e.remove();
        
</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 0x7f946f157828>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "import pandas as pd\n",
    "\n",
    "from folium import plugins\n",
    "\n",
    "df5 = pd.read_pickle('outputs/df5.pickle')\n",
    "\n",
    "# create 3rd map of the case data \n",
    "#Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map3 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "#folium.TileLayer(\"openstreetmap\").add_to(map3)\n",
    "\n",
    "# we will add tile layer options\n",
    "TileLayer1 = folium.TileLayer('openstreetmap')\n",
    "TileLayer2 = folium.TileLayer('cartodbpositron')\n",
    "TileLayer3 = folium.TileLayer('stamentoner')\n",
    "\n",
    "TileLayer1.layer_name = 'Open Street Map'\n",
    "TileLayer2.layer_name = 'CartoDB Positron'\n",
    "TileLayer3.layer_name = 'Stamen Toner'\n",
    "\n",
    "TileLayer1.add_to(map3)\n",
    "TileLayer2.add_to(map3)\n",
    "TileLayer3.add_to(map3)\n",
    "\n",
    "fg = folium.FeatureGroup(name='All Markers')\n",
    "map3.add_child(fg)\n",
    "\n",
    "g1 = plugins.FeatureGroupSubGroup(fg, 'MDR-TB')\n",
    "map3.add_child(g1)\n",
    "\n",
    "g2 = plugins.FeatureGroupSubGroup(fg, 'Res to >1 drug')\n",
    "map3.add_child(g2)\n",
    "\n",
    "g3 = plugins.FeatureGroupSubGroup(fg, 'Pansusceptible')\n",
    "map3.add_child(g3)\n",
    "\n",
    "g4 = plugins.FeatureGroupSubGroup(fg, 'Unknown')\n",
    "map3.add_child(g4)\n",
    "\n",
    "# create marker color Python dictionary\n",
    "marker_color = {1:'red', \\\n",
    "               2:'yellow', \\\n",
    "               3:'blue', \\\n",
    "               4:'green', \\\n",
    "               5:'green'}\n",
    "\n",
    "# loop through dataframe records\n",
    "for each in df5.iterrows():\n",
    "    # load record values into marker variables\n",
    "    point=each[1]['COORDS']\n",
    "    caseno=each[1]['CaseNo']\n",
    "    miru_id=each[1]['FAKEMIRUID']\n",
    "    drtype=each[1]['DRTYPE']\n",
    "    # set up popup display string\n",
    "    popup_string = \"<b>Case No.:</b> \"+caseno+\"<br/>\"+ \\\n",
    "                   \"<b>Location:</b> \"+point+\"<br/>\"+ \\\n",
    "                   \"<b>MIRU ID:</b> \"+str(miru_id)+\"<br/>\"+ \\\n",
    "                   \"<b>Drug Resistance:</b> \"+drtype\n",
    "    # construct Folium popup\n",
    "    popup=folium.Popup(popup_string, max_width='200')\n",
    "    \n",
    "    # Add the right marker to map depending on MIRU ID\n",
    "    if miru_id == 1:\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black', fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=3, radius=10).add_to(g1)\n",
    "    elif miru_id == 2:\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black',fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=4, radius=8).add_to(g2)\n",
    "    elif miru_id == 3:\n",
    "        folium.CircleMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black',fill=True,fill_opacity=0.8, weight=0.7,\\\n",
    "            radius=7).add_to(g3)\n",
    "    else:\n",
    "        folium.CircleMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black',fill=True, fill_opacity=1,weight=0.7,\\\n",
    "            radius=7).add_to(g4)\n",
    "\n",
    "# let's use the \"Fullscreen\" plugin\n",
    "# add the button to the top right corner\n",
    "plugins.Fullscreen(\n",
    "    position='topright',\n",
    "    title='Expand me',\n",
    "    title_cancel='Exit me',\n",
    "    force_separate_button=True\n",
    ").add_to(map3)\n",
    "\n",
    "# add the layer control\n",
    "folium.LayerControl(collapsed=False).add_to(map3)\n",
    "\n",
    "map3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step 10. Linking Cases\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " The map of TB cases with MIRU-ID and Drug Resistance Type is helpful for the contact investigation team. They have conducted interviews of patients to try to establish potential epi-links between cases with similar genotypes and drug resistance patterns. The team has provided a [spreadsheet](./resources/Thailand_cases_exercise_4th_spreadsheet_07302017.xls) with unique patient IDs and epi-links to other patients.  We will read this spreadsheet as we have done with other source data. Please run the code below to read in the epi-link data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2017-08-17T08:13:20.598236Z",
     "start_time": "2017-08-17T08:13:20.575211Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pandas.io.excel._base.ExcelFile at 0x7f946f155fd0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# read the spreadsheet of epi-links and create a dataframe\n",
    "# Import the excel file and call it xls_file4\n",
    "xls_file4 = pd.ExcelFile('resources/Thailand_cases_exercise_4th_spreadsheet_07302017.xls')\n",
    "xls_file4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['TBDATA4', 'EPILINKDATA']"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# View the excel file's sheet names\n",
    "xls_file4.sheet_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ORIGNO</th>\n",
       "      <th>OLAT</th>\n",
       "      <th>OLON</th>\n",
       "      <th>DESTNO</th>\n",
       "      <th>DLAT</th>\n",
       "      <th>DLON</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       ORIGNO       OLAT        OLON     DESTNO       DLAT        DLON\n",
       "0   TH-101579  14.702731  100.828440  TH-101823  14.699857  100.828917\n",
       "1   TH-101579  14.702731  100.828440  TH-102637  14.696637  100.829703\n",
       "2   TH-101823  14.699857  100.828917  TH-101579  14.702731  100.828440\n",
       "3   TH-101823  14.699857  100.828917  TH-101783  14.696434  100.828634\n",
       "4   TH-101823  14.699857  100.828917  TH-102445  14.696133  100.828950\n",
       "5   TH-101823  14.699857  100.828917  TH-102460  14.700809  100.827556\n",
       "6   TH-101783  14.696434  100.828634  TH-101823  14.699857  100.828917\n",
       "7   TH-102445  14.696133  100.828950  TH-101823  14.699857  100.828917\n",
       "8   TH-102460  14.700809  100.827556  TH-101823  14.699857  100.828917\n",
       "9   TH-102637  14.696637  100.829703  TH-101579  14.702731  100.828440\n",
       "10  TH-103347  14.697342  100.830247  TH-103009  14.699261  100.831095\n",
       "11  TH-103347  14.697342  100.830247  TH-102909  14.698980  100.830151\n",
       "12  TH-103347  14.697342  100.830247  TH-103773  14.700229  100.828480\n",
       "13  TH-103009  14.699261  100.831095  TH-103347  14.697342  100.830247\n",
       "14  TH-102909  14.698980  100.830151  TH-103347  14.697342  100.830247\n",
       "15  TH-103773  14.700229  100.828480  TH-103347  14.697342  100.830247"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load the xls file's Sheet1 as a dataframe\n",
    "df6 = xls_file4.parse('EPILINKDATA')\n",
    "\n",
    "df6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "df6.to_pickle(\"outputs/df6.pickle\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Map 4: Visualizing Epi Links: Drawing PolyLines in Folium"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you may have guessed, `df6` looks like something we can use for a network graph. Recall that a network is made up of nodes (cases) and edges (links between cases).\n",
    "\n",
    "To visualize these connections on a map we can use the `folium` `PolyLine` feature. A `folium` `PolyLine` is made up of multiple lines. A line is made up of at least two points."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,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\" 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 0x7f946d195908>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create 4th map of the case data \n",
    "# Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map4 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "folium.TileLayer(\"openstreetmap\").add_to(map4)\n",
    "\n",
    "# construct lines for epi links\n",
    "# create an empty list for polyline\n",
    "lines=[]\n",
    "# go through df6 records\n",
    "for each in df6.iterrows():\n",
    "    # store record values into variables\n",
    "    # start point\n",
    "    origin = [each[1]['OLAT'],each[1]['OLON']]\n",
    "    # end point\n",
    "    destination = [each[1]['DLAT'],each[1]['DLON']]\n",
    "    # define line\n",
    "    line = [origin, destination]\n",
    "    # add this line to polyline, lines\n",
    "    lines.append(line)\n",
    "\n",
    "# create Folium PolyLine and add to map\n",
    "folium.PolyLine(lines, color='black',weight=2,line_opacity=0.8).add_to(map4)\n",
    "\n",
    "map4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you should see multiple black lines representing the `folium` `PolyLine` object on the map, then congratulations! You have demonstrated the first component of the network visualization, the edges, on a `folium` map. \n",
    "\n",
    "To establish a better picture, let's add both the PolyLine and markers on the map in `map5`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Map 5: Nodes and Edges"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_8c4879001cb742f7b01da207b2e7a850 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet-dvf/0.3.0/leaflet-dvf.markers.min.js"></script>
</head>
<body>    
    
            <div class="folium-map" id="map_8c4879001cb742f7b01da207b2e7a850" ></div>
        
</body>
<script>    
    
            var map_8c4879001cb742f7b01da207b2e7a850 = L.map(
                "map_8c4879001cb742f7b01da207b2e7a850",
                {
                    center: [14.699859, 100.829019],
                    crs: L.CRS.EPSG3857,
                    zoom: 16,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_eaaf08104ccb44b698463c33d6a06aa8 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
            var tile_layer_c975f1bad00f421ea0b58602e19ca936 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
            var poly_line_70087a01146f48b2849d5ebfc52a182b = L.polyline(
                [[[14.702731, 100.82844], [14.699857, 100.828917]], [[14.702731, 100.82844], [14.696637, 100.829703]], [[14.699857, 100.828917], [14.702731, 100.82844]], [[14.699857, 100.828917], [14.696434, 100.828634]], [[14.699857, 100.828917], [14.696133, 100.82895]], [[14.699857, 100.828917], [14.700809, 100.827556]], [[14.696434, 100.828634], [14.699857, 100.828917]], [[14.696133, 100.82895], [14.699857, 100.828917]], [[14.700809, 100.827556], [14.699857, 100.828917]], [[14.696637, 100.829703], [14.702731, 100.82844]], [[14.697342, 100.830247], [14.699261, 100.831095]], [[14.697342, 100.830247], [14.69898, 100.830151]], [[14.697342, 100.830247], [14.700229, 100.82848]], [[14.699261, 100.831095], [14.697342, 100.830247]], [[14.69898, 100.830151], [14.697342, 100.830247]], [[14.700229, 100.82848], [14.697342, 100.830247]]],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "black", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
            var regular_polygon_marker_fbc7ab48abb84d1487bc08ce14b41501 = new L.RegularPolygonMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_b14e6a75018e48f78c3cf38c450fbd7e = L.popup({"maxWidth": "200"});

        
            var html_ce173db5aecd49fc854127ce1db719d4 = $(`<div id="html_ce173db5aecd49fc854127ce1db719d4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101579<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_b14e6a75018e48f78c3cf38c450fbd7e.setContent(html_ce173db5aecd49fc854127ce1db719d4);
        

        regular_polygon_marker_fbc7ab48abb84d1487bc08ce14b41501.bindPopup(popup_b14e6a75018e48f78c3cf38c450fbd7e)
        ;

        
    
    
            var regular_polygon_marker_8351d454c6f6444189560d1b53dc452e = new L.RegularPolygonMarker(
                [14.699857, 100.828917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_ef9c4582a5b74ba0bacabc380460750d = L.popup({"maxWidth": "200"});

        
            var html_a3bc8134193c44a0a9cb6eedeb8ba2e7 = $(`<div id="html_a3bc8134193c44a0a9cb6eedeb8ba2e7" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101823<br/><b>Location:</b> 14.699857,100.828917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_ef9c4582a5b74ba0bacabc380460750d.setContent(html_a3bc8134193c44a0a9cb6eedeb8ba2e7);
        

        regular_polygon_marker_8351d454c6f6444189560d1b53dc452e.bindPopup(popup_ef9c4582a5b74ba0bacabc380460750d)
        ;

        
    
    
            var regular_polygon_marker_e02556b765524518a0eb6592385c41fd = new L.RegularPolygonMarker(
                [14.696434, 100.828634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_5e4ff8d849d2478da1848a9a1992a816 = L.popup({"maxWidth": "200"});

        
            var html_28225da2342a4b1f93f0aa3bfa315535 = $(`<div id="html_28225da2342a4b1f93f0aa3bfa315535" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101783<br/><b>Location:</b> 14.696434,100.828634<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_5e4ff8d849d2478da1848a9a1992a816.setContent(html_28225da2342a4b1f93f0aa3bfa315535);
        

        regular_polygon_marker_e02556b765524518a0eb6592385c41fd.bindPopup(popup_5e4ff8d849d2478da1848a9a1992a816)
        ;

        
    
    
            var regular_polygon_marker_b3d66a9bbb5a49a5a8d08c541f97a43e = new L.RegularPolygonMarker(
                [14.696133, 100.82895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_db4c1ccb1f0344c0a2ae4fddc03549cc = L.popup({"maxWidth": "200"});

        
            var html_70f47776c01847c18c14a742aa86f60a = $(`<div id="html_70f47776c01847c18c14a742aa86f60a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102445<br/><b>Location:</b> 14.696133,100.82895<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_db4c1ccb1f0344c0a2ae4fddc03549cc.setContent(html_70f47776c01847c18c14a742aa86f60a);
        

        regular_polygon_marker_b3d66a9bbb5a49a5a8d08c541f97a43e.bindPopup(popup_db4c1ccb1f0344c0a2ae4fddc03549cc)
        ;

        
    
    
            var regular_polygon_marker_a7650045ad17447e801d382834761da1 = new L.RegularPolygonMarker(
                [14.700809, 100.827556],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_314b24921bb1411a9044c27333969f0e = L.popup({"maxWidth": "200"});

        
            var html_a42e36c6ea354b669974d12111f80ae4 = $(`<div id="html_a42e36c6ea354b669974d12111f80ae4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102460<br/><b>Location:</b> 14.700809,100.827556<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_314b24921bb1411a9044c27333969f0e.setContent(html_a42e36c6ea354b669974d12111f80ae4);
        

        regular_polygon_marker_a7650045ad17447e801d382834761da1.bindPopup(popup_314b24921bb1411a9044c27333969f0e)
        ;

        
    
    
            var regular_polygon_marker_fcd354522a9249dba8a1709b807371c2 = new L.RegularPolygonMarker(
                [14.696637, 100.829703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_2f740fc5b574461a920ea24a249a5ef2 = L.popup({"maxWidth": "200"});

        
            var html_d912fb8e5baf4f1892853897b982082f = $(`<div id="html_d912fb8e5baf4f1892853897b982082f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102637<br/><b>Location:</b> 14.696637,100.829703<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_2f740fc5b574461a920ea24a249a5ef2.setContent(html_d912fb8e5baf4f1892853897b982082f);
        

        regular_polygon_marker_fcd354522a9249dba8a1709b807371c2.bindPopup(popup_2f740fc5b574461a920ea24a249a5ef2)
        ;

        
    
    
            var regular_polygon_marker_4fb1f2c7cc5d4689a1cb41ec8e20fb6a = new L.RegularPolygonMarker(
                [14.700701, 100.829259],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_a6bfb47013144618b6fef4bc7f100a1e = L.popup({"maxWidth": "200"});

        
            var html_08babfd91c7946c899a371b456c8b271 = $(`<div id="html_08babfd91c7946c899a371b456c8b271" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101651<br/><b>Location:</b> 14.700701,100.829259<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_a6bfb47013144618b6fef4bc7f100a1e.setContent(html_08babfd91c7946c899a371b456c8b271);
        

        regular_polygon_marker_4fb1f2c7cc5d4689a1cb41ec8e20fb6a.bindPopup(popup_a6bfb47013144618b6fef4bc7f100a1e)
        ;

        
    
    
            var regular_polygon_marker_469c0971dfff478c948b43d6d00ccd89 = new L.RegularPolygonMarker(
                [14.700087, 100.829533],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_cfdda83432d141d9b6b899a8a0954b74 = L.popup({"maxWidth": "200"});

        
            var html_d650c549dc7e4bffad9f0b4b57212723 = $(`<div id="html_d650c549dc7e4bffad9f0b4b57212723" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101931<br/><b>Location:</b> 14.700087,100.829533<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_cfdda83432d141d9b6b899a8a0954b74.setContent(html_d650c549dc7e4bffad9f0b4b57212723);
        

        regular_polygon_marker_469c0971dfff478c948b43d6d00ccd89.bindPopup(popup_cfdda83432d141d9b6b899a8a0954b74)
        ;

        
    
    
            var regular_polygon_marker_60e63f972674428cabc0f0a90881c8af = new L.RegularPolygonMarker(
                [14.697342, 100.830247],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_bba63c6fc89848fe926edf1944da1605 = L.popup({"maxWidth": "200"});

        
            var html_e7b2edea3f7240e7ad2d258319b7d1b0 = $(`<div id="html_e7b2edea3f7240e7ad2d258319b7d1b0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103347<br/><b>Location:</b> 14.697342,100.830247<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_bba63c6fc89848fe926edf1944da1605.setContent(html_e7b2edea3f7240e7ad2d258319b7d1b0);
        

        regular_polygon_marker_60e63f972674428cabc0f0a90881c8af.bindPopup(popup_bba63c6fc89848fe926edf1944da1605)
        ;

        
    
    
            var regular_polygon_marker_b4da0459cee040fab711268c2af92897 = new L.RegularPolygonMarker(
                [14.699261, 100.831095],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_b4093e042acf42f9b205943af6f1491a = L.popup({"maxWidth": "200"});

        
            var html_6252cdaf3d77454eb7f6843331b770ca = $(`<div id="html_6252cdaf3d77454eb7f6843331b770ca" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103009<br/><b>Location:</b> 14.699261,100.831095<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_b4093e042acf42f9b205943af6f1491a.setContent(html_6252cdaf3d77454eb7f6843331b770ca);
        

        regular_polygon_marker_b4da0459cee040fab711268c2af92897.bindPopup(popup_b4093e042acf42f9b205943af6f1491a)
        ;

        
    
    
            var regular_polygon_marker_05f4265ff5ee4eaabe083e8183604eee = new L.RegularPolygonMarker(
                [14.69898, 100.830151],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_062c5c2fa4e0448186fc9204196ac722 = L.popup({"maxWidth": "200"});

        
            var html_36dcb8f921214125bf925773234c206e = $(`<div id="html_36dcb8f921214125bf925773234c206e" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102909<br/><b>Location:</b> 14.69898,100.830151<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_062c5c2fa4e0448186fc9204196ac722.setContent(html_36dcb8f921214125bf925773234c206e);
        

        regular_polygon_marker_05f4265ff5ee4eaabe083e8183604eee.bindPopup(popup_062c5c2fa4e0448186fc9204196ac722)
        ;

        
    
    
            var regular_polygon_marker_0a7b406220b84db38c613c42f26342ec = new L.RegularPolygonMarker(
                [14.700229, 100.82848],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_21026bf3e44d4d43b03fd3d5d6e28f9a = L.popup({"maxWidth": "200"});

        
            var html_70a63961a1ec4cd3b2c52e03f195de6d = $(`<div id="html_70a63961a1ec4cd3b2c52e03f195de6d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103773<br/><b>Location:</b> 14.700229,100.82848<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_21026bf3e44d4d43b03fd3d5d6e28f9a.setContent(html_70a63961a1ec4cd3b2c52e03f195de6d);
        

        regular_polygon_marker_0a7b406220b84db38c613c42f26342ec.bindPopup(popup_21026bf3e44d4d43b03fd3d5d6e28f9a)
        ;

        
    
    
            var regular_polygon_marker_f3d803d177334320bf0dd408537a8ab3 = new L.RegularPolygonMarker(
                [14.702659, 100.829528],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_dc4d637d0b7c48d7911f94bcd1e1d6a9 = L.popup({"maxWidth": "200"});

        
            var html_7a237bf03e8c46ffa5330f6229e05d26 = $(`<div id="html_7a237bf03e8c46ffa5330f6229e05d26" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103679<br/><b>Location:</b> 14.702659,100.829528<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_dc4d637d0b7c48d7911f94bcd1e1d6a9.setContent(html_7a237bf03e8c46ffa5330f6229e05d26);
        

        regular_polygon_marker_f3d803d177334320bf0dd408537a8ab3.bindPopup(popup_dc4d637d0b7c48d7911f94bcd1e1d6a9)
        ;

        
    
    
            var regular_polygon_marker_f269b2f9f87c4d10b3b7b70402ade422 = new L.RegularPolygonMarker(
                [14.698245, 100.830587],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_9aed35a0dc7e4a5f850febcaea8d5f7b = L.popup({"maxWidth": "200"});

        
            var html_a71358306fd143db98fe399647ddb4e3 = $(`<div id="html_a71358306fd143db98fe399647ddb4e3" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104090<br/><b>Location:</b> 14.698245,100.830587<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_9aed35a0dc7e4a5f850febcaea8d5f7b.setContent(html_a71358306fd143db98fe399647ddb4e3);
        

        regular_polygon_marker_f269b2f9f87c4d10b3b7b70402ade422.bindPopup(popup_9aed35a0dc7e4a5f850febcaea8d5f7b)
        ;

        
    
    
            var regular_polygon_marker_86c6ae013a494b718e338ae81f5bd26f = new L.RegularPolygonMarker(
                [14.697903, 100.829623],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_e29d20a837c94e8494d2625a0522bbfc = L.popup({"maxWidth": "200"});

        
            var html_ad35aeb05bd048aebc466e84d3e01fa4 = $(`<div id="html_ad35aeb05bd048aebc466e84d3e01fa4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104039<br/><b>Location:</b> 14.697903,100.829623<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_e29d20a837c94e8494d2625a0522bbfc.setContent(html_ad35aeb05bd048aebc466e84d3e01fa4);
        

        regular_polygon_marker_86c6ae013a494b718e338ae81f5bd26f.bindPopup(popup_e29d20a837c94e8494d2625a0522bbfc)
        ;

        
    
    
            var regular_polygon_marker_20c570088cd34975b1cf453f925fd4e4 = new L.RegularPolygonMarker(
                [14.700072, 100.829917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_8c4879001cb742f7b01da207b2e7a850);
        
    
        var popup_ce86d949e6794c0182579f0164978090 = L.popup({"maxWidth": "200"});

        
            var html_a2b090dc74e7420785ef71a0a558767f = $(`<div id="html_a2b090dc74e7420785ef71a0a558767f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103927<br/><b>Location:</b> 14.700072,100.829917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_ce86d949e6794c0182579f0164978090.setContent(html_a2b090dc74e7420785ef71a0a558767f);
        

        regular_polygon_marker_20c570088cd34975b1cf453f925fd4e4.bindPopup(popup_ce86d949e6794c0182579f0164978090)
        ;

        
    
</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 0x7f946d195908>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create 5th map of the case data \n",
    "# Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map5 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "folium.TileLayer(\"openstreetmap\").add_to(map5)\n",
    "\n",
    "# construct polyline for epi links\n",
    "lines=[]\n",
    "for each in df6.iterrows():\n",
    "    origin = [each[1]['OLAT'],each[1]['OLON']]\n",
    "    destination = [each[1]['DLAT'],each[1]['DLON']]\n",
    "    line = [origin, destination]\n",
    "    lines.append(line)\n",
    "\n",
    "# create Folium PolyLine and add to map\n",
    "folium.PolyLine(lines, color='black',weight=2,line_opacity=0.8).add_to(map5)\n",
    "\n",
    "df5 = pd.read_pickle('outputs/df5.pickle')\n",
    "# loop through dataframe records\n",
    "for each in df5.iterrows():\n",
    "    # load record values into marker variables\n",
    "    point=each[1]['COORDS']\n",
    "    caseno=each[1]['CaseNo']\n",
    "    miru_id=each[1]['FAKEMIRUID']\n",
    "    drtype=each[1]['DRTYPE']\n",
    "    # set up popup display string\n",
    "    popup_string = \"<b>Case No.:</b> \"+caseno+\"<br/>\"+ \\\n",
    "                   \"<b>Location:</b> \"+point+\"<br/>\"+ \\\n",
    "                   \"<b>MIRU ID:</b> \"+str(miru_id)+\"<br/>\"+ \\\n",
    "                   \"<b>Drug Resistance:</b> \"+drtype\n",
    "    # construct Folium popup\n",
    "    popup=folium.Popup(popup_string, max_width='200')\n",
    "    \n",
    "    # Add the right marker to map depending on MIRU ID\n",
    "    if miru_id == 1:\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black', fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=3, radius=10).add_to(map4)\n",
    "map4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reviewing \"network analysis\" data (data on epi links)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We now have a map of the TB cases by MIRU-ID, Drug Resistant Type, and have displayed known epi links between cases. There are several cases that have the same MIRU-ID and Drug Resistance type, and are located close together, and yet were not established as epi-linked cases. The TB Contact investigation team has asked if the EOC geographers can help to find suspect cases such as these and provide a line listing for a 2nd round of contact interviews."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are 5 cases with no apparent links to the other cases. Let's use a network graph analysis approach."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pandas.io.excel._base.ExcelFile at 0x7f946d195588>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# select the cases with the same genotype and miruid that are proximate \n",
    "#   but not epi-linked\n",
    "# read the spreadsheet of epi-links and create a dataframe\n",
    "# Import the excel file and call it xls_file4\n",
    "xls_file4 = \\\n",
    " pd.ExcelFile('resources/Thailand_cases_exercise_4th_spreadsheet_07302017.xls')\n",
    "\n",
    "xls_file4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['TBDATA4', 'EPILINKDATA']"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# View the excel file's sheet names\n",
    "xls_file4.sheet_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>EPILINKID1</th>\n",
       "      <th>EPILINKID2</th>\n",
       "      <th>EPILINKID3</th>\n",
       "      <th>EPILINKID4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>14.702731,100.82844</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>14.699857,100.828917</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH101783</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>14.696434,100.828634</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>14.696133,100.82895</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>14.700809,100.827556</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>14.696637,100.829703</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>100.829259</td>\n",
       "      <td>14.700701</td>\n",
       "      <td>14.700701,100.829259</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>100.829533</td>\n",
       "      <td>14.700087</td>\n",
       "      <td>14.700087,100.829533</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>14.697342,100.830247</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>14.699261,100.831095</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>14.69898,100.830151</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>14.700229,100.82848</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>100.829528</td>\n",
       "      <td>14.702659</td>\n",
       "      <td>14.702659,100.829528</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>14.698245,100.830587</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>14.697903,100.829623</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>14.700072,100.829917</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>TH-1014090</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo         LON        LAT                COORDS              FAKEMIRUVNTR  FAKEMIRUID        SYMBOL    EPILINKID1    EPILINKID2    EPILINKID3    EPILINKID4\n",
       "0   TH-101579  100.828440  14.702731  14.702731,100.82844   012345678901234567890123  1           Red Triangle  TH-101823     TH-102637     NO EPI LINKS  NO EPI LINKS\n",
       "1   TH-101823  100.828917  14.699857  14.699857,100.828917  012345678901234567890123  1           Red Triangle  TH-101579     TH101783      TH-102445     TH-102460   \n",
       "2   TH-101783  100.828634  14.696434  14.696434,100.828634  012345678901234567890123  1           Red Triangle  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "3   TH-102445  100.828950  14.696133  14.696133,100.82895   012345678901234567890123  1           Red Triangle  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "4   TH-102460  100.827556  14.700809  14.700809,100.827556  012345678901234567890123  1           Red Triangle  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "5   TH-102637  100.829703  14.696637  14.696637,100.829703  012345678901234567890123  1           Red Triangle  TH-101579     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "6   TH-101651  100.829259  14.700701  14.700701,100.829259  012345678901234567890123  1           Red Triangle  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "7   TH-101931  100.829533  14.700087  14.700087,100.829533  012345678901234567890123  1           Red Triangle  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "8   TH-103347  100.830247  14.697342  14.697342,100.830247  012345678901234567890123  1           Red Triangle  TH-103009     TH-102909     TH-103773     NO EPI LINKS\n",
       "9   TH-103009  100.831095  14.699261  14.699261,100.831095  012345678901234567890123  1           Red Triangle  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "10  TH-102909  100.830151  14.698980  14.69898,100.830151   012345678901234567890123  1           Red Triangle  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "11  TH-103773  100.828480  14.700229  14.700229,100.82848   012345678901234567890123  1           Red Triangle  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "12  TH-103679  100.829528  14.702659  14.702659,100.829528  012345678901234567890123  1           Red Triangle  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "13  TH-104090  100.830587  14.698245  14.698245,100.830587  012345678901234567890123  1           Red Triangle  TH-103927     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "14  TH-104039  100.829623  14.697903  14.697903,100.829623  012345678901234567890123  1           Red Triangle  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "15  TH-103927  100.829917  14.700072  14.700072,100.829917  012345678901234567890123  1           Red Triangle  TH-1014090    NO EPI LINKS  NO EPI LINKS  NO EPI LINKS"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load the xls file's Sheet1 as a dataframe\n",
    "df7 = xls_file4.parse('TBDATA4')\n",
    "\n",
    "df7.head(20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Summarizing the data on epi links"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's zero in on the columns where cases are identified."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>EPILINKID1</th>\n",
       "      <th>EPILINKID2</th>\n",
       "      <th>EPILINKID3</th>\n",
       "      <th>EPILINKID4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH101783</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-1014090</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo    EPILINKID1    EPILINKID2    EPILINKID3    EPILINKID4\n",
       "0   TH-101579  TH-101823     TH-102637     NO EPI LINKS  NO EPI LINKS\n",
       "1   TH-101823  TH-101579     TH101783      TH-102445     TH-102460   \n",
       "2   TH-101783  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "3   TH-102445  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "4   TH-102460  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "5   TH-102637  TH-101579     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "6   TH-101651  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "7   TH-101931  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "8   TH-103347  TH-103009     TH-102909     TH-103773     NO EPI LINKS\n",
       "9   TH-103009  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "10  TH-102909  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "11  TH-103773  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "12  TH-103679  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "13  TH-104090  TH-103927     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "14  TH-104039  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "15  TH-103927  TH-1014090    NO EPI LINKS  NO EPI LINKS  NO EPI LINKS"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df7.iloc[:, [0,7,8,9,10]]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note on visual inspection that there are two potential errors:\n",
    "1. One case under `EPILINKID2` with no dash: `TH101783`. This can potentially create unique identification problem of cases during computation. Let's fix that with the code below and record the  changes as `df8`.\n",
    "2. One case under `EPILINKID1` where the Case Number is 10 digits instead of 9 digits. Assuming we checked the original data that this was mistyped (`TH-104090` as `TH-1014090`), we can correct it also with the code below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>EPILINKID1</th>\n",
       "      <th>EPILINKID2</th>\n",
       "      <th>EPILINKID3</th>\n",
       "      <th>EPILINKID4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo    EPILINKID1    EPILINKID2    EPILINKID3    EPILINKID4\n",
       "0   TH-101579  TH-101823     TH-102637     NO EPI LINKS  NO EPI LINKS\n",
       "1   TH-101823  TH-101579     TH-101783     TH-102445     TH-102460   \n",
       "2   TH-101783  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "3   TH-102445  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "4   TH-102460  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "5   TH-102637  TH-101579     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "6   TH-101651  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "7   TH-101931  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "8   TH-103347  TH-103009     TH-102909     TH-103773     NO EPI LINKS\n",
       "9   TH-103009  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "10  TH-102909  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "11  TH-103773  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "12  TH-103679  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "13  TH-104090  TH-103927     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "14  TH-104039  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "15  TH-103927  TH-104090     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df8 = df7.iloc[:, [0,7,8,9,10]]\n",
    "df8.at[1, 'EPILINKID2'] = 'TH-101783'\n",
    "df8.at[15, 'EPILINKID1'] = 'TH-104090'\n",
    "\n",
    "df8"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Preparing for network analysis: Creating nodes and edges"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create unique epi link pairs from `df8`, the summarized epi links data set - imagine these as points 1 and 2 of edges between nodes in a network graph."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "epi_link_pairs = []\n",
    "unlinked_nodes = []\n",
    "\n",
    "for each in df8.iterrows():\n",
    "    node1 = each[1]['CaseNo']\n",
    "    node2 = each[1]['EPILINKID1']\n",
    "    node3 = each[1]['EPILINKID2']\n",
    "    node4 = each[1]['EPILINKID3']\n",
    "    node5 = each[1]['EPILINKID4']\n",
    "    # rows with unlinked cases all have \"NO EPI LINKS\" entries\n",
    "    if all(string == 'NO EPI LINKS' for string in [node2,node3,node4,node5]):\n",
    "        unlinked_nodes.append(node1)\n",
    "    if node2 != 'NO EPI LINKS':\n",
    "        epi_link_pairs.append([node1,node2])\n",
    "    if node3 != 'NO EPI LINKS':\n",
    "        epi_link_pairs.append([node1,node3])\n",
    "    if node4 != 'NO EPI LINKS':\n",
    "        epi_link_pairs.append([node1,node4])\n",
    "    if node5 != 'NO EPI LINKS':\n",
    "        epi_link_pairs.append([node1,node5])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The code above creates two sets of data:\n",
    "\n",
    "1. Epi links represented as pairs (edges): `epi_link_pairs`\n",
    "2. Potential cases (nodes) with no links: `unlinked_nodes`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['TH-101579', 'TH-101823'],\n",
       " ['TH-101579', 'TH-102637'],\n",
       " ['TH-101823', 'TH-101579'],\n",
       " ['TH-101823', 'TH-101783'],\n",
       " ['TH-101823', 'TH-102445'],\n",
       " ['TH-101823', 'TH-102460'],\n",
       " ['TH-101783', 'TH-101823'],\n",
       " ['TH-102445', 'TH-101823'],\n",
       " ['TH-102460', 'TH-101823'],\n",
       " ['TH-102637', 'TH-101579'],\n",
       " ['TH-103347', 'TH-103009'],\n",
       " ['TH-103347', 'TH-102909'],\n",
       " ['TH-103347', 'TH-103773'],\n",
       " ['TH-103009', 'TH-103347'],\n",
       " ['TH-102909', 'TH-103347'],\n",
       " ['TH-103773', 'TH-103347'],\n",
       " ['TH-104090', 'TH-103927'],\n",
       " ['TH-103927', 'TH-104090']]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "epi_link_pairs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['TH-101651', 'TH-101931', 'TH-103679', 'TH-104039']"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unlinked_nodes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deduplicating edges"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "if you examine the `epi_linked_pairs` list, it contain duplicate pairs of points 1 and 2 (disregarding order in the pairs). The code below will remove the duplicate pairs.\n",
    "\n",
    "The code `[ tuple(sorted(i)) for i in epi_link_pairs ]` represents list comprehension - a \"Pythonic\" way of handling data structures concisely."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{('TH-101579', 'TH-101823'),\n",
       " ('TH-101579', 'TH-102637'),\n",
       " ('TH-101783', 'TH-101823'),\n",
       " ('TH-101823', 'TH-102445'),\n",
       " ('TH-101823', 'TH-102460'),\n",
       " ('TH-102909', 'TH-103347'),\n",
       " ('TH-103009', 'TH-103347'),\n",
       " ('TH-103347', 'TH-103773'),\n",
       " ('TH-103927', 'TH-104090')}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "no_duplicates = set( [ tuple(sorted(i)) for i in epi_link_pairs ])\n",
    "\n",
    "no_duplicates"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's create a new dataframe, `edges_df1`, out of the `no_duplicates` list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     CaseNo1    CaseNo2\n",
       "0  TH-103347  TH-103773\n",
       "1  TH-102909  TH-103347\n",
       "2  TH-101579  TH-101823\n",
       "3  TH-101823  TH-102445\n",
       "4  TH-103009  TH-103347\n",
       "5  TH-101579  TH-102637\n",
       "6  TH-103927  TH-104090\n",
       "7  TH-101783  TH-101823\n",
       "8  TH-101823  TH-102460"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df1 = pd.DataFrame(no_duplicates)\n",
    "\n",
    "edges_df1.rename(columns={0:'CaseNo1',1:'CaseNo2'}, inplace=True)\n",
    "\n",
    "edges_df1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Out of the nodes in an edge list, we can create our inventory of nodes, a dataframe called `nodes_df1`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-102909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-103009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103927</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-103773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-102637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-104090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo\n",
       "0   TH-103347\n",
       "1   TH-102909\n",
       "2   TH-101579\n",
       "3   TH-101823\n",
       "4   TH-103009\n",
       "5   TH-103927\n",
       "6   TH-101783\n",
       "7   TH-103773\n",
       "8   TH-102445\n",
       "9   TH-102637\n",
       "10  TH-104090\n",
       "11  TH-102460"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nodes_df1 = pd.DataFrame(pd.melt(edges_df1).value.unique())\n",
    "\n",
    "nodes_df1.rename(columns={0:'CaseNo'}, inplace=True)\n",
    "\n",
    "nodes_df1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you remember from Notebook 5, `df5` is the dataframe that holds all the data for cases, including drug resistance and genotyping data. We can compare rows from `df5` filtered by `FAKEMIRUID==1` to `nodes_df1`. Assuming `nodes_df1` is an inventory of nodes with links, the **difference** between the two will be the nodes found in the list `unlinked_nodes`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['TH-101579', 'TH-101823', 'TH-101783', 'TH-102445', 'TH-102460',\n",
       "       'TH-102637', 'TH-101651', 'TH-101931', 'TH-103347', 'TH-103009',\n",
       "       'TH-102909', 'TH-103773', 'TH-103679', 'TH-104090', 'TH-104039',\n",
       "       'TH-103927'], dtype=object)"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df5.query(\"FAKEMIRUID==1\").CaseNo.unique()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To compare the two sets of nodes we use the `numpy` dot function called `setdiff1d()`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['TH-101651', 'TH-101931', 'TH-103679', 'TH-104039'], dtype=object)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "nonmatch = \\\n",
    "    np.setdiff1d(df5.query(\"FAKEMIRUID==1\").CaseNo.unique(), nodes_df1.CaseNo.unique())\n",
    "\n",
    "nonmatch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['TH-101651', 'TH-101931', 'TH-103679', 'TH-104039']"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unlinked_nodes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "They have the same cases.\n",
    "\n",
    "To add more information to the nodes in `nodes_df1` we will do a pandas `merge` of `nodes_df1`and `df5`, linked by `CaseNo`. It will be a SQL inner join. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>14.697342,100.830247</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>14.69898,100.830151</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>14.702731,100.82844</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>14.699857,100.828917</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>14.699261,100.831095</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>14.700072,100.829917</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>14.696434,100.828634</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>14.700229,100.82848</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>14.696133,100.82895</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>14.696637,100.829703</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>14.698245,100.830587</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>14.700809,100.827556</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo              FAKEMIRUVNTR  FAKEMIRUID  DRTYPE         LON        LAT                COORDS        SYMBOL\n",
       "0   TH-103347  012345678901234567890123  1           MDR-TB  100.830247  14.697342  14.697342,100.830247  Red Triangle\n",
       "1   TH-102909  012345678901234567890123  1           MDR-TB  100.830151  14.698980  14.69898,100.830151   Red Triangle\n",
       "2   TH-101579  012345678901234567890123  1           MDR-TB  100.828440  14.702731  14.702731,100.82844   Red Triangle\n",
       "3   TH-101823  012345678901234567890123  1           MDR-TB  100.828917  14.699857  14.699857,100.828917  Red Triangle\n",
       "4   TH-103009  012345678901234567890123  1           MDR-TB  100.831095  14.699261  14.699261,100.831095  Red Triangle\n",
       "5   TH-103927  012345678901234567890123  1           MDR-TB  100.829917  14.700072  14.700072,100.829917  Red Triangle\n",
       "6   TH-101783  012345678901234567890123  1           MDR-TB  100.828634  14.696434  14.696434,100.828634  Red Triangle\n",
       "7   TH-103773  012345678901234567890123  1           MDR-TB  100.828480  14.700229  14.700229,100.82848   Red Triangle\n",
       "8   TH-102445  012345678901234567890123  1           MDR-TB  100.828950  14.696133  14.696133,100.82895   Red Triangle\n",
       "9   TH-102637  012345678901234567890123  1           MDR-TB  100.829703  14.696637  14.696637,100.829703  Red Triangle\n",
       "10  TH-104090  012345678901234567890123  1           MDR-TB  100.830587  14.698245  14.698245,100.830587  Red Triangle\n",
       "11  TH-102460  012345678901234567890123  1           MDR-TB  100.827556  14.700809  14.700809,100.827556  Red Triangle"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nodes_df2 = pd.merge(nodes_df1, df5, on='CaseNo', how='inner')\n",
    "\n",
    "nodes_df2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Similarly to add more information to the edge nodes, we will do a two-step `pandas` `merge` between:\n",
    "1. `edges_df1` and `df5[['CaseNo','LAT','LON']]` producing `edges_df2`\n",
    "2. `edges_df2` and `df5[['CaseNo','LAT','LON']]` producing `edges_df3`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "      <th>LAT1</th>\n",
       "      <th>LON1</th>\n",
       "      <th>LAT2</th>\n",
       "      <th>LON2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>100.830587</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     CaseNo1    CaseNo2       LAT1        LON1       LAT2        LON2\n",
       "0  TH-103347  TH-103773  14.697342  100.830247  14.700229  100.828480\n",
       "1  TH-102909  TH-103347  14.698980  100.830151  14.697342  100.830247\n",
       "2  TH-103009  TH-103347  14.699261  100.831095  14.697342  100.830247\n",
       "3  TH-101579  TH-101823  14.702731  100.828440  14.699857  100.828917\n",
       "4  TH-101783  TH-101823  14.696434  100.828634  14.699857  100.828917\n",
       "5  TH-101579  TH-102637  14.702731  100.828440  14.696637  100.829703\n",
       "6  TH-101823  TH-102445  14.699857  100.828917  14.696133  100.828950\n",
       "7  TH-101823  TH-102460  14.699857  100.828917  14.700809  100.827556\n",
       "8  TH-103927  TH-104090  14.700072  100.829917  14.698245  100.830587"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df2 = pd.merge(edges_df1, df5[['CaseNo','LAT','LON']], \\\n",
    "                     left_on='CaseNo1', right_on='CaseNo', how='inner')\n",
    "\n",
    "edges_df2.rename(columns={'LAT':'LAT1', 'LON':'LON1'}, inplace=True)\n",
    "\n",
    "edges_df2.drop(columns=['CaseNo'], inplace=True)\n",
    "\n",
    "edges_df3 = pd.merge(edges_df2, df5[['CaseNo','LAT','LON']], \\\n",
    "                    left_on='CaseNo2', right_on='CaseNo', how='inner')\n",
    "\n",
    "edges_df3.rename(columns={'LAT':'LAT2', 'LON':'LON2'}, inplace=True)\n",
    "\n",
    "edges_df3.drop(columns=['CaseNo'], inplace=True)\n",
    "\n",
    "edges_df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo\n",
       "0  TH-101651\n",
       "1  TH-101931\n",
       "2  TH-103679\n",
       "3  TH-104039"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "suspected_links_df1 = pd.DataFrame(unlinked_nodes)\n",
    "\n",
    "suspected_links_df1.rename(columns={0:'CaseNo'}, inplace=True)\n",
    "\n",
    "suspected_links_df1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`suspected_links_df1` should look the same as `nonmatch` converted to a daframe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo\n",
       "0  TH-101651\n",
       "1  TH-101931\n",
       "2  TH-103679\n",
       "3  TH-104039"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(nonmatch).rename(columns={0:'CaseNo'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To add more information to `suspected_links_df1` we merge it with `df5` on the `CaseNo` column."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829259</td>\n",
       "      <td>14.700701</td>\n",
       "      <td>14.700701,100.829259</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829533</td>\n",
       "      <td>14.700087</td>\n",
       "      <td>14.700087,100.829533</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829528</td>\n",
       "      <td>14.702659</td>\n",
       "      <td>14.702659,100.829528</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>14.697903,100.829623</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo              FAKEMIRUVNTR  FAKEMIRUID  DRTYPE         LON        LAT                COORDS        SYMBOL\n",
       "0  TH-101651  012345678901234567890123  1           MDR-TB  100.829259  14.700701  14.700701,100.829259  Red Triangle\n",
       "1  TH-101931  012345678901234567890123  1           MDR-TB  100.829533  14.700087  14.700087,100.829533  Red Triangle\n",
       "2  TH-103679  012345678901234567890123  1           MDR-TB  100.829528  14.702659  14.702659,100.829528  Red Triangle\n",
       "3  TH-104039  012345678901234567890123  1           MDR-TB  100.829623  14.697903  14.697903,100.829623  Red Triangle"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "suspected_links_df2 = pd.merge(suspected_links_df1, df5, \\\n",
    "                              on='CaseNo', how='inner')\n",
    "\n",
    "suspected_links_df2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It's always good to review the result of the code by comparing pairs from `edges_df1` with that of `df8`. You should be able to find all of the linked cases in `df8` in `edges_df1` and the unlinked ones from `suspected_links_df1`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>EPILINKID1</th>\n",
       "      <th>EPILINKID2</th>\n",
       "      <th>EPILINKID3</th>\n",
       "      <th>EPILINKID4</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "      <td>NO EPI LINKS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo    EPILINKID1    EPILINKID2    EPILINKID3    EPILINKID4\n",
       "0   TH-101579  TH-101823     TH-102637     NO EPI LINKS  NO EPI LINKS\n",
       "1   TH-101823  TH-101579     TH-101783     TH-102445     TH-102460   \n",
       "2   TH-101783  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "3   TH-102445  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "4   TH-102460  TH-101823     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "5   TH-102637  TH-101579     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "6   TH-101651  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "7   TH-101931  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "8   TH-103347  TH-103009     TH-102909     TH-103773     NO EPI LINKS\n",
       "9   TH-103009  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "10  TH-102909  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "11  TH-103773  TH-103347     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "12  TH-103679  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "13  TH-104090  TH-103927     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "14  TH-104039  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS  NO EPI LINKS\n",
       "15  TH-103927  TH-104090     NO EPI LINKS  NO EPI LINKS  NO EPI LINKS"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df8"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     CaseNo1    CaseNo2\n",
       "0  TH-103347  TH-103773\n",
       "1  TH-102909  TH-103347\n",
       "2  TH-101579  TH-101823\n",
       "3  TH-101823  TH-102445\n",
       "4  TH-103009  TH-103347\n",
       "5  TH-101579  TH-102637\n",
       "6  TH-103927  TH-104090\n",
       "7  TH-101783  TH-101823\n",
       "8  TH-101823  TH-102460"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo\n",
       "0  TH-101651\n",
       "1  TH-101931\n",
       "2  TH-103679\n",
       "3  TH-104039"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "suspected_links_df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "# export the suspected epi-linked cases to a comma-delimited text file (.csv)\n",
    "df8.to_csv('outputs/suspected_epilink_cases.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "df8.to_pickle('outputs/df8.pickle')\n",
    "nodes_df2.to_pickle('outputs/nodes_df2.pickle')\n",
    "edges_df3.to_pickle('outputs/edges_df3.pickle')\n",
    "suspected_links_df2.to_pickle('outputs/suspected_links_df2.pickle')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Map 6: Mapping after review using data from network analysis approach"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_cc5be0b2c148464d8c164db51494e699 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet-dvf/0.3.0/leaflet-dvf.markers.min.js"></script>
</head>
<body>    
    
            <div class="folium-map" id="map_cc5be0b2c148464d8c164db51494e699" ></div>
        
</body>
<script>    
    
            var map_cc5be0b2c148464d8c164db51494e699 = L.map(
                "map_cc5be0b2c148464d8c164db51494e699",
                {
                    center: [14.699859, 100.829019],
                    crs: L.CRS.EPSG3857,
                    zoom: 16,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_32b3fadf922740f08a39baf2e104959e = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
            var tile_layer_bd0b5c3922c0466493f2f67ca92b7765 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
            var poly_line_271f06cc5acb48eaaee1f75fbbdaff3d = L.polyline(
                [[[14.697342, 100.830247], [14.700229, 100.82848]], [[14.69898, 100.830151], [14.697342, 100.830247]], [[14.699261, 100.831095], [14.697342, 100.830247]], [[14.702731, 100.82844], [14.699857, 100.828917]], [[14.696434, 100.828634], [14.699857, 100.828917]], [[14.702731, 100.82844], [14.696637, 100.829703]], [[14.699857, 100.828917], [14.696133, 100.82895]], [[14.699857, 100.828917], [14.700809, 100.827556]], [[14.700072, 100.829917], [14.698245, 100.830587]]],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "black", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
            var regular_polygon_marker_e82f08084d024296a2d6dae0462b95e6 = new L.RegularPolygonMarker(
                [14.697342, 100.830247],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_da352e42d8874e8ab3986c62f9834510 = L.popup({"maxWidth": "200"});

        
            var html_08e9069c3e584597b37f3ea09e12b163 = $(`<div id="html_08e9069c3e584597b37f3ea09e12b163" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103347<br/><b>Location:</b> 14.697342,100.830247<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_da352e42d8874e8ab3986c62f9834510.setContent(html_08e9069c3e584597b37f3ea09e12b163);
        

        regular_polygon_marker_e82f08084d024296a2d6dae0462b95e6.bindPopup(popup_da352e42d8874e8ab3986c62f9834510)
        ;

        
    
    
            var regular_polygon_marker_a2ea7194b5b344a1a82cdc2602e34bf4 = new L.RegularPolygonMarker(
                [14.69898, 100.830151],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_1e6daddb010348b0b49b105d1064032b = L.popup({"maxWidth": "200"});

        
            var html_21ffb29c121c4807abdf84b86241a970 = $(`<div id="html_21ffb29c121c4807abdf84b86241a970" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102909<br/><b>Location:</b> 14.69898,100.830151<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_1e6daddb010348b0b49b105d1064032b.setContent(html_21ffb29c121c4807abdf84b86241a970);
        

        regular_polygon_marker_a2ea7194b5b344a1a82cdc2602e34bf4.bindPopup(popup_1e6daddb010348b0b49b105d1064032b)
        ;

        
    
    
            var regular_polygon_marker_afaf6e99356e489e8690d6d291dcf2dd = new L.RegularPolygonMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_bc286f24aa0f4afea08cd1da37b39284 = L.popup({"maxWidth": "200"});

        
            var html_16a1c06efac5404b8fb4639deee8aafb = $(`<div id="html_16a1c06efac5404b8fb4639deee8aafb" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101579<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_bc286f24aa0f4afea08cd1da37b39284.setContent(html_16a1c06efac5404b8fb4639deee8aafb);
        

        regular_polygon_marker_afaf6e99356e489e8690d6d291dcf2dd.bindPopup(popup_bc286f24aa0f4afea08cd1da37b39284)
        ;

        
    
    
            var regular_polygon_marker_9cb46fa640f046c191835864e23f4286 = new L.RegularPolygonMarker(
                [14.699857, 100.828917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_fdd5ba606b754c9ead05c79b8fc82129 = L.popup({"maxWidth": "200"});

        
            var html_66fd4bf32a844df6950ccbd588139749 = $(`<div id="html_66fd4bf32a844df6950ccbd588139749" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101823<br/><b>Location:</b> 14.699857,100.828917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_fdd5ba606b754c9ead05c79b8fc82129.setContent(html_66fd4bf32a844df6950ccbd588139749);
        

        regular_polygon_marker_9cb46fa640f046c191835864e23f4286.bindPopup(popup_fdd5ba606b754c9ead05c79b8fc82129)
        ;

        
    
    
            var regular_polygon_marker_69aa1f90b25542bb85835ff8968f69a4 = new L.RegularPolygonMarker(
                [14.699261, 100.831095],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_d5c761a50ad5413a97d6b9ed4b6fae06 = L.popup({"maxWidth": "200"});

        
            var html_3011baeeec6842ea873de6fe7aa79f56 = $(`<div id="html_3011baeeec6842ea873de6fe7aa79f56" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103009<br/><b>Location:</b> 14.699261,100.831095<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_d5c761a50ad5413a97d6b9ed4b6fae06.setContent(html_3011baeeec6842ea873de6fe7aa79f56);
        

        regular_polygon_marker_69aa1f90b25542bb85835ff8968f69a4.bindPopup(popup_d5c761a50ad5413a97d6b9ed4b6fae06)
        ;

        
    
    
            var regular_polygon_marker_16af364b07ac4c90a86307af27ada541 = new L.RegularPolygonMarker(
                [14.700072, 100.829917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_d7817d105f954d558d5b699ac0045561 = L.popup({"maxWidth": "200"});

        
            var html_6230bd168a60420695aa15d2bd6c7387 = $(`<div id="html_6230bd168a60420695aa15d2bd6c7387" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103927<br/><b>Location:</b> 14.700072,100.829917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_d7817d105f954d558d5b699ac0045561.setContent(html_6230bd168a60420695aa15d2bd6c7387);
        

        regular_polygon_marker_16af364b07ac4c90a86307af27ada541.bindPopup(popup_d7817d105f954d558d5b699ac0045561)
        ;

        
    
    
            var regular_polygon_marker_460a79ab89b5431f9dc2fd59390c951a = new L.RegularPolygonMarker(
                [14.696434, 100.828634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_338475cacf4743b19061055ebf72dcf6 = L.popup({"maxWidth": "200"});

        
            var html_e7cc28f25a7d4bd3b52a049f3cac5903 = $(`<div id="html_e7cc28f25a7d4bd3b52a049f3cac5903" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101783<br/><b>Location:</b> 14.696434,100.828634<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_338475cacf4743b19061055ebf72dcf6.setContent(html_e7cc28f25a7d4bd3b52a049f3cac5903);
        

        regular_polygon_marker_460a79ab89b5431f9dc2fd59390c951a.bindPopup(popup_338475cacf4743b19061055ebf72dcf6)
        ;

        
    
    
            var regular_polygon_marker_ffff649614b04c9aa6d203d63ac37e11 = new L.RegularPolygonMarker(
                [14.700229, 100.82848],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_58e61b2ae0be4bad9068fca595741e1f = L.popup({"maxWidth": "200"});

        
            var html_bd1ade949cd24442af1fcd9be26925a3 = $(`<div id="html_bd1ade949cd24442af1fcd9be26925a3" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103773<br/><b>Location:</b> 14.700229,100.82848<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_58e61b2ae0be4bad9068fca595741e1f.setContent(html_bd1ade949cd24442af1fcd9be26925a3);
        

        regular_polygon_marker_ffff649614b04c9aa6d203d63ac37e11.bindPopup(popup_58e61b2ae0be4bad9068fca595741e1f)
        ;

        
    
    
            var regular_polygon_marker_fbe0b38c8f73438f9b11d6da4302b1f7 = new L.RegularPolygonMarker(
                [14.696133, 100.82895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_f65acea09091440e9e74592e45d31cac = L.popup({"maxWidth": "200"});

        
            var html_c502641d7fd14d68973aed4c69d9ba8f = $(`<div id="html_c502641d7fd14d68973aed4c69d9ba8f" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102445<br/><b>Location:</b> 14.696133,100.82895<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_f65acea09091440e9e74592e45d31cac.setContent(html_c502641d7fd14d68973aed4c69d9ba8f);
        

        regular_polygon_marker_fbe0b38c8f73438f9b11d6da4302b1f7.bindPopup(popup_f65acea09091440e9e74592e45d31cac)
        ;

        
    
    
            var regular_polygon_marker_232232038baf4365abe3227ba9fb2c83 = new L.RegularPolygonMarker(
                [14.696637, 100.829703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_1129ec91c01a408291a9657f09ed1fea = L.popup({"maxWidth": "200"});

        
            var html_44f7106dbda2426fae3106ff8b0f9ddd = $(`<div id="html_44f7106dbda2426fae3106ff8b0f9ddd" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102637<br/><b>Location:</b> 14.696637,100.829703<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_1129ec91c01a408291a9657f09ed1fea.setContent(html_44f7106dbda2426fae3106ff8b0f9ddd);
        

        regular_polygon_marker_232232038baf4365abe3227ba9fb2c83.bindPopup(popup_1129ec91c01a408291a9657f09ed1fea)
        ;

        
    
    
            var regular_polygon_marker_434d4eaa66554de791868553d99e0c0c = new L.RegularPolygonMarker(
                [14.698245, 100.830587],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_481647b533e94d7e8711786690c7d3a5 = L.popup({"maxWidth": "200"});

        
            var html_0ac91bc1a4b247d6b4a9ea52c87d9df2 = $(`<div id="html_0ac91bc1a4b247d6b4a9ea52c87d9df2" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104090<br/><b>Location:</b> 14.698245,100.830587<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_481647b533e94d7e8711786690c7d3a5.setContent(html_0ac91bc1a4b247d6b4a9ea52c87d9df2);
        

        regular_polygon_marker_434d4eaa66554de791868553d99e0c0c.bindPopup(popup_481647b533e94d7e8711786690c7d3a5)
        ;

        
    
    
            var regular_polygon_marker_bebb5451e6304347baa35d0b33f145cd = new L.RegularPolygonMarker(
                [14.700809, 100.827556],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_fb97f76703df4da1b485597695252710 = L.popup({"maxWidth": "200"});

        
            var html_63ff8e04e3574bceb359815824bdb7b3 = $(`<div id="html_63ff8e04e3574bceb359815824bdb7b3" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102460<br/><b>Location:</b> 14.700809,100.827556<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_fb97f76703df4da1b485597695252710.setContent(html_63ff8e04e3574bceb359815824bdb7b3);
        

        regular_polygon_marker_bebb5451e6304347baa35d0b33f145cd.bindPopup(popup_fb97f76703df4da1b485597695252710)
        ;

        
    
    
            var regular_polygon_marker_da87e197f4b44689a65bedcf86419daa = new L.RegularPolygonMarker(
                [14.700701, 100.829259],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_373a0d6cace343d986b15f40f5ff177c = L.popup({"maxWidth": "200"});

        
            var html_15fcc2def88b44f7b663bdcc3f4c4fac = $(`<div id="html_15fcc2def88b44f7b663bdcc3f4c4fac" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101651<br/><b>Location:</b> 14.700701,100.829259<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_373a0d6cace343d986b15f40f5ff177c.setContent(html_15fcc2def88b44f7b663bdcc3f4c4fac);
        

        regular_polygon_marker_da87e197f4b44689a65bedcf86419daa.bindPopup(popup_373a0d6cace343d986b15f40f5ff177c)
        ;

        
    
    
            var regular_polygon_marker_323cd994ac404d7093feddf7c75c296c = new L.RegularPolygonMarker(
                [14.700087, 100.829533],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_64f98929ba72409080d4a74797084978 = L.popup({"maxWidth": "200"});

        
            var html_1567461f761b42bb8ac773e0d6ff4401 = $(`<div id="html_1567461f761b42bb8ac773e0d6ff4401" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101931<br/><b>Location:</b> 14.700087,100.829533<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_64f98929ba72409080d4a74797084978.setContent(html_1567461f761b42bb8ac773e0d6ff4401);
        

        regular_polygon_marker_323cd994ac404d7093feddf7c75c296c.bindPopup(popup_64f98929ba72409080d4a74797084978)
        ;

        
    
    
            var regular_polygon_marker_f2a9a35354524855afb6d27fb62291b9 = new L.RegularPolygonMarker(
                [14.702659, 100.829528],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_c3361f331af34096b6e065ba368fd380 = L.popup({"maxWidth": "200"});

        
            var html_26f3b00998194e13b64aa06ac136a71d = $(`<div id="html_26f3b00998194e13b64aa06ac136a71d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103679<br/><b>Location:</b> 14.702659,100.829528<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_c3361f331af34096b6e065ba368fd380.setContent(html_26f3b00998194e13b64aa06ac136a71d);
        

        regular_polygon_marker_f2a9a35354524855afb6d27fb62291b9.bindPopup(popup_c3361f331af34096b6e065ba368fd380)
        ;

        
    
    
            var regular_polygon_marker_3ccc0600af1142a180e9a66c12846b5a = new L.RegularPolygonMarker(
                [14.697903, 100.829623],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_cc5be0b2c148464d8c164db51494e699);
        
    
        var popup_0f443eb2253d4494b81a4bce5ec46e11 = L.popup({"maxWidth": "200"});

        
            var html_1cace5fe571e4484866c88a8143a7a52 = $(`<div id="html_1cace5fe571e4484866c88a8143a7a52" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104039<br/><b>Location:</b> 14.697903,100.829623<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_0f443eb2253d4494b81a4bce5ec46e11.setContent(html_1cace5fe571e4484866c88a8143a7a52);
        

        regular_polygon_marker_3ccc0600af1142a180e9a66c12846b5a.bindPopup(popup_0f443eb2253d4494b81a4bce5ec46e11)
        ;

        
    
</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 0x7f946c049240>"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create 5th map of the case data \n",
    "# Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map6 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "folium.TileLayer(\"openstreetmap\").add_to(map6)\n",
    "\n",
    "# construct polyline for epi links\n",
    "lines=[]\n",
    "for each in edges_df3.iterrows():\n",
    "    origin = [each[1]['LAT1'],each[1]['LON1']]\n",
    "    destination = [each[1]['LAT2'],each[1]['LON2']]\n",
    "    line = [origin, destination]\n",
    "    lines.append(line)\n",
    "\n",
    "# create Folium PolyLine and add to map\n",
    "folium.PolyLine(lines, color='black',weight=2,line_opacity=0.8).add_to(map6)\n",
    "\n",
    "nodes_df2 = pd.read_pickle('outputs/nodes_df2.pickle')\n",
    "suspected_links_df2 = pd.read_pickle('outputs/suspected_links_df2.pickle')\n",
    "\n",
    "# loop through dataframe records\n",
    "for each in pd.concat([nodes_df2, suspected_links_df2]).iterrows():\n",
    "    # load record values into marker variables\n",
    "    point=each[1]['COORDS']\n",
    "    caseno=each[1]['CaseNo']\n",
    "    miru_id=each[1]['FAKEMIRUID']\n",
    "    drtype=each[1]['DRTYPE']\n",
    "    # set up popup display string\n",
    "    popup_string = \"<b>Case No.:</b> \"+caseno+\"<br/>\"+ \\\n",
    "                   \"<b>Location:</b> \"+point+\"<br/>\"+ \\\n",
    "                   \"<b>MIRU ID:</b> \"+str(miru_id)+\"<br/>\"+ \\\n",
    "                   \"<b>Drug Resistance:</b> \"+drtype\n",
    "    # construct Folium popup\n",
    "    popup=folium.Popup(popup_string, max_width='200')\n",
    "    \n",
    "    # Add the right marker to map depending on MIRU ID\n",
    "    if miru_id == 1:\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black', fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=3, radius=10).add_to(map6)\n",
    "map6"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "These are the two network maps side by side. Do you notive any missing links?\n",
    "<img src=\"images/side-by-side.png\" alt=\"Network maps 1 and 2\" width=\"550px\" style=\"float:left;\">"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Second Interview"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The contact investigation team has conducted secondary interviews and they have found additional epi-links. They have provided a new spreadsheet with the additional epi-linked cases. We will read this spreadsheet as a new data frame. Please run the code below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pandas.io.excel._base.ExcelFile at 0x7f946c0375c0>"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# read the spreadsheet of new epi-linked cases and create a dataframe\n",
    "# create a polyline shapefile of the new epi-linked cases\n",
    "# read the spreadsheet of epi-links and create a dataframe\n",
    "# Import the excel file and call it xls_file4\n",
    "xls_file5 = \\\n",
    "    pd.ExcelFile('resources/Thailand_cases_exercise_5th_spreadsheet_07312017.xls')\n",
    "\n",
    "xls_file5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['TBDATA5', 'NEWEPILINKDATA']"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# View the excel file's sheet names\n",
    "xls_file5.sheet_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ORIGNO</th>\n",
       "      <th>OLAT</th>\n",
       "      <th>OLON</th>\n",
       "      <th>DESTNO</th>\n",
       "      <th>DLAT</th>\n",
       "      <th>DLON</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>100.830587</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      ORIGNO       OLAT        OLON     DESTNO       DLAT        DLON\n",
       "0  TH-101579  14.702731  100.828440  TH-103927  14.700072  100.829917\n",
       "1  TH-101579  14.702731  100.828440  TH-104039  14.697903  100.829623\n",
       "2  TH-104039  14.697903  100.829623  TH-101579  14.702731  100.828440\n",
       "3  TH-103927  14.700072  100.829917  TH-104090  14.698245  100.830587\n",
       "4  TH-103927  14.700072  100.829917  TH-101579  14.702731  100.828440"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load the xls file's Sheet1 as a dataframe\n",
    "df9 = xls_file5.parse('NEWEPILINKDATA')\n",
    "\n",
    "df9"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-103679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo\n",
       "0  TH-101651\n",
       "1  TH-101931\n",
       "2  TH-103679\n",
       "3  TH-104039"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "suspected_links_df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ORIGNO</th>\n",
       "      <th>OLAT</th>\n",
       "      <th>OLON</th>\n",
       "      <th>DESTNO</th>\n",
       "      <th>DLAT</th>\n",
       "      <th>DLON</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       ORIGNO       OLAT        OLON     DESTNO       DLAT        DLON\n",
       "0   TH-101579  14.702731  100.828440  TH-101823  14.699857  100.828917\n",
       "1   TH-101579  14.702731  100.828440  TH-102637  14.696637  100.829703\n",
       "2   TH-101823  14.699857  100.828917  TH-101579  14.702731  100.828440\n",
       "3   TH-101823  14.699857  100.828917  TH-101783  14.696434  100.828634\n",
       "4   TH-101823  14.699857  100.828917  TH-102445  14.696133  100.828950\n",
       "5   TH-101823  14.699857  100.828917  TH-102460  14.700809  100.827556\n",
       "6   TH-101783  14.696434  100.828634  TH-101823  14.699857  100.828917\n",
       "7   TH-102445  14.696133  100.828950  TH-101823  14.699857  100.828917\n",
       "8   TH-102460  14.700809  100.827556  TH-101823  14.699857  100.828917\n",
       "9   TH-102637  14.696637  100.829703  TH-101579  14.702731  100.828440\n",
       "10  TH-103347  14.697342  100.830247  TH-103009  14.699261  100.831095\n",
       "11  TH-103347  14.697342  100.830247  TH-102909  14.698980  100.830151\n",
       "12  TH-103347  14.697342  100.830247  TH-103773  14.700229  100.828480\n",
       "13  TH-103009  14.699261  100.831095  TH-103347  14.697342  100.830247\n",
       "14  TH-102909  14.698980  100.830151  TH-103347  14.697342  100.830247\n",
       "15  TH-103773  14.700229  100.828480  TH-103347  14.697342  100.830247"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "df6['batch'] = 1\n",
    "df9['batch'] = 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "df6.to_pickle('outputs/df6.pickle')\n",
    "df9.to_pickle(\"outputs/df9.pickle\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_6259c55e6cf0400388e0fc258d5f5cd7 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet-dvf/0.3.0/leaflet-dvf.markers.min.js"></script>
</head>
<body>    
    
            <div class="folium-map" id="map_6259c55e6cf0400388e0fc258d5f5cd7" ></div>
        
</body>
<script>    
    
            var map_6259c55e6cf0400388e0fc258d5f5cd7 = L.map(
                "map_6259c55e6cf0400388e0fc258d5f5cd7",
                {
                    center: [14.699859, 100.829019],
                    crs: L.CRS.EPSG3857,
                    zoom: 16,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_60c941e4195141358322ed16105488a2 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
            var tile_layer_517eb89ab90447fb85ace56828cc1e4b = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
            var poly_line_b7764e8d451f4962bff933059c33726f = L.polyline(
                [[[14.702731, 100.82844], [14.699857, 100.828917]], [[14.702731, 100.82844], [14.696637, 100.829703]], [[14.699857, 100.828917], [14.702731, 100.82844]], [[14.699857, 100.828917], [14.696434, 100.828634]], [[14.699857, 100.828917], [14.696133, 100.82895]], [[14.699857, 100.828917], [14.700809, 100.827556]], [[14.696434, 100.828634], [14.699857, 100.828917]], [[14.696133, 100.82895], [14.699857, 100.828917]], [[14.700809, 100.827556], [14.699857, 100.828917]], [[14.696637, 100.829703], [14.702731, 100.82844]], [[14.697342, 100.830247], [14.699261, 100.831095]], [[14.697342, 100.830247], [14.69898, 100.830151]], [[14.697342, 100.830247], [14.700229, 100.82848]], [[14.699261, 100.831095], [14.697342, 100.830247]], [[14.69898, 100.830151], [14.697342, 100.830247]], [[14.700229, 100.82848], [14.697342, 100.830247]]],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "black", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
            var poly_line_53cca4c8f0d148f991a95907f4eaea54 = L.polyline(
                [[[14.702731, 100.82844], [14.700072, 100.829917]], [[14.702731, 100.82844], [14.697903, 100.829623]], [[14.697903, 100.829623], [14.702731, 100.82844]], [[14.700072, 100.829917], [14.698245, 100.830587]], [[14.700072, 100.829917], [14.702731, 100.82844]]],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "red", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
            var regular_polygon_marker_170055198f7443f59f10304d88df72bd = new L.RegularPolygonMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_4113c0cb528a45abad8b7ec959d8cbf8 = L.popup({"maxWidth": "200"});

        
            var html_301d1c6c55dc46269583a98ebabaf5ea = $(`<div id="html_301d1c6c55dc46269583a98ebabaf5ea" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101579<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_4113c0cb528a45abad8b7ec959d8cbf8.setContent(html_301d1c6c55dc46269583a98ebabaf5ea);
        

        regular_polygon_marker_170055198f7443f59f10304d88df72bd.bindPopup(popup_4113c0cb528a45abad8b7ec959d8cbf8)
        ;

        
    
    
            var regular_polygon_marker_2f1c0b2de20b43cfb8ffb4fee27f9037 = new L.RegularPolygonMarker(
                [14.699857, 100.828917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_0f0fbe6c564f498f97ba88842ab3d163 = L.popup({"maxWidth": "200"});

        
            var html_701365102a8d4a08b4e9c49eb9ede8c5 = $(`<div id="html_701365102a8d4a08b4e9c49eb9ede8c5" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101823<br/><b>Location:</b> 14.699857,100.828917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_0f0fbe6c564f498f97ba88842ab3d163.setContent(html_701365102a8d4a08b4e9c49eb9ede8c5);
        

        regular_polygon_marker_2f1c0b2de20b43cfb8ffb4fee27f9037.bindPopup(popup_0f0fbe6c564f498f97ba88842ab3d163)
        ;

        
    
    
            var regular_polygon_marker_0f8a8625944142b2ae2650bb8dfb1976 = new L.RegularPolygonMarker(
                [14.696434, 100.828634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_20af0df0ff1c4aa58f5c51c342b8616a = L.popup({"maxWidth": "200"});

        
            var html_f01596257ecf46018db07215f898aa57 = $(`<div id="html_f01596257ecf46018db07215f898aa57" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101783<br/><b>Location:</b> 14.696434,100.828634<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_20af0df0ff1c4aa58f5c51c342b8616a.setContent(html_f01596257ecf46018db07215f898aa57);
        

        regular_polygon_marker_0f8a8625944142b2ae2650bb8dfb1976.bindPopup(popup_20af0df0ff1c4aa58f5c51c342b8616a)
        ;

        
    
    
            var regular_polygon_marker_ec4eb88744064a9d811de2a420735a21 = new L.RegularPolygonMarker(
                [14.696133, 100.82895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_6963a7faceea45d0b0724d3abd4164c2 = L.popup({"maxWidth": "200"});

        
            var html_36f45dd253c54983afc048e1b4771995 = $(`<div id="html_36f45dd253c54983afc048e1b4771995" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102445<br/><b>Location:</b> 14.696133,100.82895<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_6963a7faceea45d0b0724d3abd4164c2.setContent(html_36f45dd253c54983afc048e1b4771995);
        

        regular_polygon_marker_ec4eb88744064a9d811de2a420735a21.bindPopup(popup_6963a7faceea45d0b0724d3abd4164c2)
        ;

        
    
    
            var regular_polygon_marker_7a98ff2cfeb04edda5fbe5182c1314f0 = new L.RegularPolygonMarker(
                [14.700809, 100.827556],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_a5d2565be96d4b19aa04554b13c949bc = L.popup({"maxWidth": "200"});

        
            var html_b399c2ce3c9949059aaf0c61831432fc = $(`<div id="html_b399c2ce3c9949059aaf0c61831432fc" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102460<br/><b>Location:</b> 14.700809,100.827556<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_a5d2565be96d4b19aa04554b13c949bc.setContent(html_b399c2ce3c9949059aaf0c61831432fc);
        

        regular_polygon_marker_7a98ff2cfeb04edda5fbe5182c1314f0.bindPopup(popup_a5d2565be96d4b19aa04554b13c949bc)
        ;

        
    
    
            var regular_polygon_marker_c9c7c12c29ad4c789cf9858f205aeadf = new L.RegularPolygonMarker(
                [14.696637, 100.829703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_2ac8c7fd798a48dfbe1ee9fe173d6e24 = L.popup({"maxWidth": "200"});

        
            var html_115c254a4ada4a5495a0bf498f752c9c = $(`<div id="html_115c254a4ada4a5495a0bf498f752c9c" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102637<br/><b>Location:</b> 14.696637,100.829703<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_2ac8c7fd798a48dfbe1ee9fe173d6e24.setContent(html_115c254a4ada4a5495a0bf498f752c9c);
        

        regular_polygon_marker_c9c7c12c29ad4c789cf9858f205aeadf.bindPopup(popup_2ac8c7fd798a48dfbe1ee9fe173d6e24)
        ;

        
    
    
            var regular_polygon_marker_08e377d3e0bb428382a6e95e1dc5a746 = new L.RegularPolygonMarker(
                [14.700701, 100.829259],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_c3883298533a47a899f906dacc2718ce = L.popup({"maxWidth": "200"});

        
            var html_29b3b8994d264e77b52351a98f51500d = $(`<div id="html_29b3b8994d264e77b52351a98f51500d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101651<br/><b>Location:</b> 14.700701,100.829259<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_c3883298533a47a899f906dacc2718ce.setContent(html_29b3b8994d264e77b52351a98f51500d);
        

        regular_polygon_marker_08e377d3e0bb428382a6e95e1dc5a746.bindPopup(popup_c3883298533a47a899f906dacc2718ce)
        ;

        
    
    
            var regular_polygon_marker_7772643a7b52466a8854c7830572add5 = new L.RegularPolygonMarker(
                [14.700087, 100.829533],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_6f79fe565acb46209cc87b285a783d29 = L.popup({"maxWidth": "200"});

        
            var html_503fdf0a697f4aa69566b376cb2d7255 = $(`<div id="html_503fdf0a697f4aa69566b376cb2d7255" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101931<br/><b>Location:</b> 14.700087,100.829533<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_6f79fe565acb46209cc87b285a783d29.setContent(html_503fdf0a697f4aa69566b376cb2d7255);
        

        regular_polygon_marker_7772643a7b52466a8854c7830572add5.bindPopup(popup_6f79fe565acb46209cc87b285a783d29)
        ;

        
    
    
            var regular_polygon_marker_6a0a52c1e6994be6915a5b59524178e3 = new L.RegularPolygonMarker(
                [14.697342, 100.830247],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_4de188b982f94df086127a11595073f3 = L.popup({"maxWidth": "200"});

        
            var html_d9698b6085f14bbfbb0ac345769ad0ba = $(`<div id="html_d9698b6085f14bbfbb0ac345769ad0ba" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103347<br/><b>Location:</b> 14.697342,100.830247<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_4de188b982f94df086127a11595073f3.setContent(html_d9698b6085f14bbfbb0ac345769ad0ba);
        

        regular_polygon_marker_6a0a52c1e6994be6915a5b59524178e3.bindPopup(popup_4de188b982f94df086127a11595073f3)
        ;

        
    
    
            var regular_polygon_marker_7b2d900c260c4978bc8be10b2c04b431 = new L.RegularPolygonMarker(
                [14.699261, 100.831095],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_2435578aca5f4ebd9040c9aab60bea63 = L.popup({"maxWidth": "200"});

        
            var html_55bd9fd942fa4c8ca22360d210e53c61 = $(`<div id="html_55bd9fd942fa4c8ca22360d210e53c61" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103009<br/><b>Location:</b> 14.699261,100.831095<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_2435578aca5f4ebd9040c9aab60bea63.setContent(html_55bd9fd942fa4c8ca22360d210e53c61);
        

        regular_polygon_marker_7b2d900c260c4978bc8be10b2c04b431.bindPopup(popup_2435578aca5f4ebd9040c9aab60bea63)
        ;

        
    
    
            var regular_polygon_marker_07c78b583de54844a5ecd20d69f5468c = new L.RegularPolygonMarker(
                [14.69898, 100.830151],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_b04afec91ad94423ace5db28a62b1197 = L.popup({"maxWidth": "200"});

        
            var html_5ef8fc007804493c9cf10d14436c1713 = $(`<div id="html_5ef8fc007804493c9cf10d14436c1713" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102909<br/><b>Location:</b> 14.69898,100.830151<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_b04afec91ad94423ace5db28a62b1197.setContent(html_5ef8fc007804493c9cf10d14436c1713);
        

        regular_polygon_marker_07c78b583de54844a5ecd20d69f5468c.bindPopup(popup_b04afec91ad94423ace5db28a62b1197)
        ;

        
    
    
            var regular_polygon_marker_4cfd66639b354549b067650d38643a8c = new L.RegularPolygonMarker(
                [14.700229, 100.82848],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_cdc6e500ef2f4990a79b3292f704e1e2 = L.popup({"maxWidth": "200"});

        
            var html_cef687fde17b4f5e83acad4ea2f82762 = $(`<div id="html_cef687fde17b4f5e83acad4ea2f82762" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103773<br/><b>Location:</b> 14.700229,100.82848<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_cdc6e500ef2f4990a79b3292f704e1e2.setContent(html_cef687fde17b4f5e83acad4ea2f82762);
        

        regular_polygon_marker_4cfd66639b354549b067650d38643a8c.bindPopup(popup_cdc6e500ef2f4990a79b3292f704e1e2)
        ;

        
    
    
            var regular_polygon_marker_4a1183c864564be1be985bcc000180ab = new L.RegularPolygonMarker(
                [14.702659, 100.829528],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_287cd5f3d528425dbe1dc7a823af5fe4 = L.popup({"maxWidth": "200"});

        
            var html_96bf99ada36e4bb194d19ca9381eb468 = $(`<div id="html_96bf99ada36e4bb194d19ca9381eb468" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103679<br/><b>Location:</b> 14.702659,100.829528<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_287cd5f3d528425dbe1dc7a823af5fe4.setContent(html_96bf99ada36e4bb194d19ca9381eb468);
        

        regular_polygon_marker_4a1183c864564be1be985bcc000180ab.bindPopup(popup_287cd5f3d528425dbe1dc7a823af5fe4)
        ;

        
    
    
            var regular_polygon_marker_35744b8fd78149da92d8947594ca9be0 = new L.RegularPolygonMarker(
                [14.698245, 100.830587],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_a4d3e5bdbe8f470fa4e49dd221b93829 = L.popup({"maxWidth": "200"});

        
            var html_2faaccfd6f9d4aeb8271174fb7543e66 = $(`<div id="html_2faaccfd6f9d4aeb8271174fb7543e66" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104090<br/><b>Location:</b> 14.698245,100.830587<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_a4d3e5bdbe8f470fa4e49dd221b93829.setContent(html_2faaccfd6f9d4aeb8271174fb7543e66);
        

        regular_polygon_marker_35744b8fd78149da92d8947594ca9be0.bindPopup(popup_a4d3e5bdbe8f470fa4e49dd221b93829)
        ;

        
    
    
            var regular_polygon_marker_83fdb256696048f3b809e125c87a9c34 = new L.RegularPolygonMarker(
                [14.697903, 100.829623],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_7e641d1189524d8eb23173e1b50e3980 = L.popup({"maxWidth": "200"});

        
            var html_ba96200b886b423691fdfcb380a77d9a = $(`<div id="html_ba96200b886b423691fdfcb380a77d9a" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104039<br/><b>Location:</b> 14.697903,100.829623<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_7e641d1189524d8eb23173e1b50e3980.setContent(html_ba96200b886b423691fdfcb380a77d9a);
        

        regular_polygon_marker_83fdb256696048f3b809e125c87a9c34.bindPopup(popup_7e641d1189524d8eb23173e1b50e3980)
        ;

        
    
    
            var regular_polygon_marker_4bbda778f32f454c96d633ba7ee92cd6 = new L.RegularPolygonMarker(
                [14.700072, 100.829917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_6259c55e6cf0400388e0fc258d5f5cd7);
        
    
        var popup_290f243baea74c3b9d3ae8b56736282b = L.popup({"maxWidth": "200"});

        
            var html_ca9e0de4677d4d1da0d6e1b233304564 = $(`<div id="html_ca9e0de4677d4d1da0d6e1b233304564" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103927<br/><b>Location:</b> 14.700072,100.829917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB</div>`)[0];
            popup_290f243baea74c3b9d3ae8b56736282b.setContent(html_ca9e0de4677d4d1da0d6e1b233304564);
        

        regular_polygon_marker_4bbda778f32f454c96d633ba7ee92cd6.bindPopup(popup_290f243baea74c3b9d3ae8b56736282b)
        ;

        
    
</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 0x7f9466fe32e8>"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create 4th map of the case data \n",
    "# Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map6 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "folium.TileLayer(\"openstreetmap\").add_to(map6)\n",
    "\n",
    "# construct lines for epi links\n",
    "lines=[]\n",
    "for each in df6.iterrows():\n",
    "    origin = [each[1]['OLAT'],each[1]['OLON']]\n",
    "    destination = [each[1]['DLAT'],each[1]['DLON']]\n",
    "    line = [origin, destination]\n",
    "    lines.append(line)\n",
    "\n",
    "lines_new=[]\n",
    "for each in df9.iterrows():\n",
    "    origin = [each[1]['OLAT'],each[1]['OLON']]\n",
    "    destination = [each[1]['DLAT'],each[1]['DLON']]\n",
    "    line = [origin, destination]\n",
    "    lines_new.append(line)\n",
    "\n",
    "# create Folium PolyLine and add to map\n",
    "folium.PolyLine(lines, color='black',weight=2,line_opacity=0.8).add_to(map6)\n",
    "folium.PolyLine(lines_new, color='red',weight=2,line_opacity=0.8).add_to(map6)\n",
    "\n",
    "df5 = pd.read_pickle('outputs/df5.pickle')\n",
    "# loop through dataframe records\n",
    "for each in df5.iterrows():\n",
    "    # load record values into marker variables\n",
    "    point=each[1]['COORDS']\n",
    "    caseno=each[1]['CaseNo']\n",
    "    miru_id=each[1]['FAKEMIRUID']\n",
    "    drtype=each[1]['DRTYPE']\n",
    "    # set up popup display string\n",
    "    popup_string = \"<b>Case No.:</b> \"+caseno+\"<br/>\"+ \\\n",
    "                   \"<b>Location:</b> \"+point+\"<br/>\"+ \\\n",
    "                   \"<b>MIRU ID:</b> \"+str(miru_id)+\"<br/>\"+ \\\n",
    "                   \"<b>Drug Resistance:</b> \"+drtype\n",
    "    # construct Folium popup\n",
    "    popup=folium.Popup(popup_string, max_width='200')\n",
    "    \n",
    "    # Add the right marker to map depending on MIRU ID\n",
    "    if miru_id == 1:\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black', fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=3, radius=10).add_to(map6)\n",
    "map6"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Merge `df6` and `df9`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 16 entries, 0 to 15\n",
      "Data columns (total 7 columns):\n",
      "ORIGNO    16 non-null object\n",
      "OLAT      16 non-null float64\n",
      "OLON      16 non-null float64\n",
      "DESTNO    16 non-null object\n",
      "DLAT      16 non-null float64\n",
      "DLON      16 non-null float64\n",
      "batch     16 non-null int64\n",
      "dtypes: float64(4), int64(1), object(2)\n",
      "memory usage: 1.0+ KB\n"
     ]
    }
   ],
   "source": [
    "df6.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 5 entries, 0 to 4\n",
      "Data columns (total 7 columns):\n",
      "ORIGNO    5 non-null object\n",
      "OLAT      5 non-null float64\n",
      "OLON      5 non-null float64\n",
      "DESTNO    5 non-null object\n",
      "DLAT      5 non-null float64\n",
      "DLON      5 non-null float64\n",
      "batch     5 non-null int64\n",
      "dtypes: float64(4), int64(1), object(2)\n",
      "memory usage: 408.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "df9.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Having the same columns, we will just concatenate these."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ORIGNO</th>\n",
       "      <th>OLAT</th>\n",
       "      <th>OLON</th>\n",
       "      <th>DESTNO</th>\n",
       "      <th>DLAT</th>\n",
       "      <th>DLON</th>\n",
       "      <th>batch</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       ORIGNO       OLAT        OLON     DESTNO       DLAT        DLON  batch\n",
       "0   TH-101579  14.702731  100.828440  TH-101823  14.699857  100.828917  1    \n",
       "1   TH-101579  14.702731  100.828440  TH-102637  14.696637  100.829703  1    \n",
       "2   TH-101823  14.699857  100.828917  TH-101579  14.702731  100.828440  1    \n",
       "3   TH-101823  14.699857  100.828917  TH-101783  14.696434  100.828634  1    \n",
       "4   TH-101823  14.699857  100.828917  TH-102445  14.696133  100.828950  1    \n",
       "5   TH-101823  14.699857  100.828917  TH-102460  14.700809  100.827556  1    \n",
       "6   TH-101783  14.696434  100.828634  TH-101823  14.699857  100.828917  1    \n",
       "7   TH-102445  14.696133  100.828950  TH-101823  14.699857  100.828917  1    \n",
       "8   TH-102460  14.700809  100.827556  TH-101823  14.699857  100.828917  1    \n",
       "9   TH-102637  14.696637  100.829703  TH-101579  14.702731  100.828440  1    \n",
       "10  TH-103347  14.697342  100.830247  TH-103009  14.699261  100.831095  1    \n",
       "11  TH-103347  14.697342  100.830247  TH-102909  14.698980  100.830151  1    \n",
       "12  TH-103347  14.697342  100.830247  TH-103773  14.700229  100.828480  1    \n",
       "13  TH-103009  14.699261  100.831095  TH-103347  14.697342  100.830247  1    \n",
       "14  TH-102909  14.698980  100.830151  TH-103347  14.697342  100.830247  1    \n",
       "15  TH-103773  14.700229  100.828480  TH-103347  14.697342  100.830247  1    \n",
       "16  TH-101579  14.702731  100.828440  TH-103927  14.700072  100.829917  2    \n",
       "17  TH-101579  14.702731  100.828440  TH-104039  14.697903  100.829623  2    \n",
       "18  TH-104039  14.697903  100.829623  TH-101579  14.702731  100.828440  2    \n",
       "19  TH-103927  14.700072  100.829917  TH-104090  14.698245  100.830587  2    \n",
       "20  TH-103927  14.700072  100.829917  TH-101579  14.702731  100.828440  2    "
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df10 = pd.concat([df6, df9])\n",
    "df10.reset_index(inplace=True)\n",
    "df10.drop(columns=['index'],inplace=True)\n",
    "\n",
    "df10"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "df10.to_pickle('outputs/df10.pickle')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Prepare an additional `popup` item: number of links per case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 21 entries, 0 to 20\n",
      "Data columns (total 3 columns):\n",
      "ORIGNO    21 non-null object\n",
      "DESTNO    21 non-null object\n",
      "batch     21 non-null object\n",
      "dtypes: object(3)\n",
      "memory usage: 632.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "subset = df10[['ORIGNO','DESTNO','batch']]\n",
    "subset['batch'] = subset['batch'].astype(str)\n",
    "#edge_tuples = [tuple(x) for x in subset.values]\n",
    "subset.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([['TH-101579', 'TH-101823', '1'],\n",
       "       ['TH-101579', 'TH-102637', '1'],\n",
       "       ['TH-101823', 'TH-101579', '1'],\n",
       "       ['TH-101823', 'TH-101783', '1'],\n",
       "       ['TH-101823', 'TH-102445', '1'],\n",
       "       ['TH-101823', 'TH-102460', '1'],\n",
       "       ['TH-101783', 'TH-101823', '1'],\n",
       "       ['TH-102445', 'TH-101823', '1'],\n",
       "       ['TH-102460', 'TH-101823', '1'],\n",
       "       ['TH-102637', 'TH-101579', '1'],\n",
       "       ['TH-103347', 'TH-103009', '1'],\n",
       "       ['TH-103347', 'TH-102909', '1'],\n",
       "       ['TH-103347', 'TH-103773', '1'],\n",
       "       ['TH-103009', 'TH-103347', '1'],\n",
       "       ['TH-102909', 'TH-103347', '1'],\n",
       "       ['TH-103773', 'TH-103347', '1'],\n",
       "       ['TH-101579', 'TH-103927', '2'],\n",
       "       ['TH-101579', 'TH-104039', '2'],\n",
       "       ['TH-104039', 'TH-101579', '2'],\n",
       "       ['TH-103927', 'TH-104090', '2'],\n",
       "       ['TH-103927', 'TH-101579', '2']], dtype=object)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "subset.values"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{('1', 'TH-101579', 'TH-101823'),\n",
       " ('1', 'TH-101579', 'TH-102637'),\n",
       " ('1', 'TH-101783', 'TH-101823'),\n",
       " ('1', 'TH-101823', 'TH-102445'),\n",
       " ('1', 'TH-101823', 'TH-102460'),\n",
       " ('1', 'TH-102909', 'TH-103347'),\n",
       " ('1', 'TH-103009', 'TH-103347'),\n",
       " ('1', 'TH-103347', 'TH-103773'),\n",
       " ('2', 'TH-101579', 'TH-103927'),\n",
       " ('2', 'TH-101579', 'TH-104039'),\n",
       " ('2', 'TH-103927', 'TH-104090')}"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "no_duplicates2 = set( [ tuple(sorted(i)) for i in subset.values ])\n",
    "\n",
    "no_duplicates2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-103927</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   batch    CaseNo1    CaseNo2\n",
       "0   1     TH-101783  TH-101823\n",
       "1   1     TH-101823  TH-102445\n",
       "2   2     TH-101579  TH-103927\n",
       "3   1     TH-103009  TH-103347\n",
       "4   1     TH-101823  TH-102460\n",
       "5   2     TH-101579  TH-104039\n",
       "6   1     TH-102909  TH-103347\n",
       "7   1     TH-101579  TH-101823\n",
       "8   1     TH-103347  TH-103773\n",
       "9   1     TH-101579  TH-102637\n",
       "10  2     TH-103927  TH-104090"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df4 = pd.DataFrame(no_duplicates2)\n",
    "\n",
    "edges_df4.rename(columns={0:'batch', 1:'CaseNo1',2:'CaseNo2'}, inplace=True)\n",
    "\n",
    "edges_df4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "      <th>LAT1</th>\n",
       "      <th>LON1</th>\n",
       "      <th>LAT2</th>\n",
       "      <th>LON2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>100.830587</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   batch    CaseNo1    CaseNo2       LAT1        LON1       LAT2        LON2\n",
       "0   1     TH-101783  TH-101823  14.696434  100.828634  14.699857  100.828917\n",
       "1   1     TH-101579  TH-101823  14.702731  100.828440  14.699857  100.828917\n",
       "2   1     TH-101823  TH-102445  14.699857  100.828917  14.696133  100.828950\n",
       "3   1     TH-101823  TH-102460  14.699857  100.828917  14.700809  100.827556\n",
       "4   2     TH-101579  TH-103927  14.702731  100.828440  14.700072  100.829917\n",
       "5   2     TH-101579  TH-104039  14.702731  100.828440  14.697903  100.829623\n",
       "6   1     TH-101579  TH-102637  14.702731  100.828440  14.696637  100.829703\n",
       "7   1     TH-103009  TH-103347  14.699261  100.831095  14.697342  100.830247\n",
       "8   1     TH-102909  TH-103347  14.698980  100.830151  14.697342  100.830247\n",
       "9   1     TH-103347  TH-103773  14.697342  100.830247  14.700229  100.828480\n",
       "10  2     TH-103927  TH-104090  14.700072  100.829917  14.698245  100.830587"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df5 = pd.merge(edges_df4, df5[['CaseNo','LAT','LON']], \\\n",
    "                     left_on='CaseNo1', right_on='CaseNo', how='inner')\n",
    "\n",
    "edges_df5.rename(columns={'LAT':'LAT1', 'LON':'LON1'}, inplace=True)\n",
    "\n",
    "edges_df5.drop(columns=['CaseNo'], inplace=True)\n",
    "\n",
    "edges_df6 = pd.merge(edges_df5, df5[['CaseNo','LAT','LON']], \\\n",
    "                    left_on='CaseNo2', right_on='CaseNo', how='inner')\n",
    "\n",
    "edges_df6.rename(columns={'LAT':'LAT2', 'LON':'LON2'}, inplace=True)\n",
    "\n",
    "edges_df6.drop(columns=['CaseNo'], inplace=True)\n",
    "\n",
    "edges_df6"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0     TH-101783\n",
       "1     TH-101823\n",
       "2     TH-101579\n",
       "3     TH-103009\n",
       "4     TH-101823\n",
       "5     TH-101579\n",
       "6     TH-102909\n",
       "7     TH-101579\n",
       "8     TH-103347\n",
       "9     TH-101579\n",
       "10    TH-103927\n",
       "11    TH-101823\n",
       "12    TH-102445\n",
       "13    TH-103927\n",
       "14    TH-103347\n",
       "15    TH-102460\n",
       "16    TH-104039\n",
       "17    TH-103347\n",
       "18    TH-101823\n",
       "19    TH-103773\n",
       "20    TH-102637\n",
       "21    TH-104090\n",
       "dtype: object"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pairs = pd.Series(pd.concat([edges_df4['CaseNo1'],edges_df4['CaseNo2']]).tolist())\n",
    "\n",
    "pairs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101783</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-103009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103347</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-104039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-104090</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo\n",
       "0   TH-101783\n",
       "1   TH-101823\n",
       "2   TH-101579\n",
       "3   TH-103009\n",
       "4   TH-102909\n",
       "5   TH-103347\n",
       "6   TH-103927\n",
       "7   TH-102445\n",
       "8   TH-102460\n",
       "9   TH-104039\n",
       "10  TH-103773\n",
       "11  TH-102637\n",
       "12  TH-104090"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nodes_df3 = pd.DataFrame(pd.melt(edges_df4[['CaseNo1','CaseNo2']]).value.unique())\n",
    "nodes_df3.rename(columns={0:'CaseNo'}, inplace=True)\n",
    "\n",
    "nodes_df3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 57,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[ i  for i in pairs ].count('TH-101579')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo  links\n",
       "0   TH-101783  1    \n",
       "1   TH-101823  4    \n",
       "2   TH-101579  4    \n",
       "3   TH-103009  1    \n",
       "4   TH-102909  1    \n",
       "5   TH-103347  3    \n",
       "6   TH-103927  2    \n",
       "7   TH-102445  1    \n",
       "8   TH-102460  1    \n",
       "9   TH-104039  1    \n",
       "10  TH-103773  1    \n",
       "11  TH-102637  1    \n",
       "12  TH-104090  1    "
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "link_count = []\n",
    "for node in nodes_df3.iterrows():\n",
    "    count = [ i  for i in pairs ].count(node[1]['CaseNo'])\n",
    "    link_count.append([node[1]['CaseNo'], count])\n",
    "\n",
    "link_count_df1 = pd.DataFrame(link_count).rename(columns={0:'CaseNo',1:'links'})\n",
    "\n",
    "link_count_df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo  links\n",
       "0   TH-101783  1    \n",
       "1   TH-101823  4    \n",
       "2   TH-101579  4    \n",
       "3   TH-103009  1    \n",
       "4   TH-102909  1    \n",
       "5   TH-103347  3    \n",
       "6   TH-103927  2    \n",
       "7   TH-102445  1    \n",
       "8   TH-102460  1    \n",
       "9   TH-104039  1    \n",
       "10  TH-103773  1    \n",
       "11  TH-102637  1    \n",
       "12  TH-104090  1    "
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nodes_df4 = pd.merge(nodes_df3, link_count_df1, on='CaseNo', how='inner')\n",
    "\n",
    "nodes_df4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>links</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>14.696434,100.828634</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>4</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>14.699857,100.828917</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>4</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>14.702731,100.82844</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>14.699261,100.831095</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>14.69898,100.830151</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>3</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>14.697342,100.830247</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>2</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>14.700072,100.829917</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>14.696133,100.82895</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>14.700809,100.827556</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>14.697903,100.829623</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>14.700229,100.82848</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>14.696637,100.829703</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>1</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>14.698245,100.830587</td>\n",
       "      <td>Red Triangle</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CaseNo  links              FAKEMIRUVNTR  FAKEMIRUID  DRTYPE         LON        LAT                COORDS        SYMBOL\n",
       "0   TH-101783  1      012345678901234567890123  1           MDR-TB  100.828634  14.696434  14.696434,100.828634  Red Triangle\n",
       "1   TH-101823  4      012345678901234567890123  1           MDR-TB  100.828917  14.699857  14.699857,100.828917  Red Triangle\n",
       "2   TH-101579  4      012345678901234567890123  1           MDR-TB  100.828440  14.702731  14.702731,100.82844   Red Triangle\n",
       "3   TH-103009  1      012345678901234567890123  1           MDR-TB  100.831095  14.699261  14.699261,100.831095  Red Triangle\n",
       "4   TH-102909  1      012345678901234567890123  1           MDR-TB  100.830151  14.698980  14.69898,100.830151   Red Triangle\n",
       "5   TH-103347  3      012345678901234567890123  1           MDR-TB  100.830247  14.697342  14.697342,100.830247  Red Triangle\n",
       "6   TH-103927  2      012345678901234567890123  1           MDR-TB  100.829917  14.700072  14.700072,100.829917  Red Triangle\n",
       "7   TH-102445  1      012345678901234567890123  1           MDR-TB  100.828950  14.696133  14.696133,100.82895   Red Triangle\n",
       "8   TH-102460  1      012345678901234567890123  1           MDR-TB  100.827556  14.700809  14.700809,100.827556  Red Triangle\n",
       "9   TH-104039  1      012345678901234567890123  1           MDR-TB  100.829623  14.697903  14.697903,100.829623  Red Triangle\n",
       "10  TH-103773  1      012345678901234567890123  1           MDR-TB  100.828480  14.700229  14.700229,100.82848   Red Triangle\n",
       "11  TH-102637  1      012345678901234567890123  1           MDR-TB  100.829703  14.696637  14.696637,100.829703  Red Triangle\n",
       "12  TH-104090  1      012345678901234567890123  1           MDR-TB  100.830587  14.698245  14.698245,100.830587  Red Triangle"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "nodes_df5 = pd.merge(nodes_df4, df5, on='CaseNo', how='inner')\n",
    "\n",
    "nodes_df5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "link_count_df1.to_pickle('outputs/link_count_df1.pickle')\n",
    "nodes_df5.to_pickle('outputs/nodes_df5.pickle')\n",
    "edges_df6.to_pickle('outputs/edges_df6.pickle')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Merge `df5` and `link_count_df1`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's do a leftside merge between `df5` and `link_count_df1`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-102678</td>\n",
       "      <td>012345678901234567893120</td>\n",
       "      <td>3</td>\n",
       "      <td>PANSUSCEPTIBLE</td>\n",
       "      <td>100.828607</td>\n",
       "      <td>14.704461</td>\n",
       "      <td>14.704461,100.828607</td>\n",
       "      <td>Blue Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101007</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829347</td>\n",
       "      <td>14.702266</td>\n",
       "      <td>14.702266,100.829347</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101290</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.825159</td>\n",
       "      <td>14.699828</td>\n",
       "      <td>14.699828,100.825159</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101067</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.824887</td>\n",
       "      <td>14.700197</td>\n",
       "      <td>14.700197,100.824887</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101184</td>\n",
       "      <td>012345678901234567890423</td>\n",
       "      <td>5</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829032</td>\n",
       "      <td>14.697482</td>\n",
       "      <td>14.697482,100.829032</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-100913</td>\n",
       "      <td>012345678901234567893120</td>\n",
       "      <td>3</td>\n",
       "      <td>PANSUSCEPTIBLE</td>\n",
       "      <td>100.829261</td>\n",
       "      <td>14.702418</td>\n",
       "      <td>14.702418,100.829261</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101176</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829228</td>\n",
       "      <td>14.702959</td>\n",
       "      <td>14.702959,100.829228</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101497</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829140</td>\n",
       "      <td>14.702244</td>\n",
       "      <td>14.702244,100.82914</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-101280</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829344</td>\n",
       "      <td>14.702908</td>\n",
       "      <td>14.702908,100.829344</td>\n",
       "      <td>Blue Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-101055</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829494</td>\n",
       "      <td>14.701485</td>\n",
       "      <td>14.701485,100.829494</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo              FAKEMIRUVNTR  FAKEMIRUID          DRTYPE         LON        LAT                COORDS        SYMBOL  links\n",
       "0  TH-102678  012345678901234567893120  3           PANSUSCEPTIBLE  100.828607  14.704461  14.704461,100.828607  Blue Circle  NaN   \n",
       "1  TH-101007  012345678901234567894320  4           UNKNOWN         100.829347  14.702266  14.702266,100.829347  Green Circle NaN   \n",
       "2  TH-101290  012345678901234567894320  4           UNKNOWN         100.825159  14.699828  14.699828,100.825159  Green Circle NaN   \n",
       "3  TH-101067  012345678901234567894320  4           UNKNOWN         100.824887  14.700197  14.700197,100.824887  Green Circle NaN   \n",
       "4  TH-101184  012345678901234567890423  5           UNKNOWN         100.829032  14.697482  14.697482,100.829032  Green Circle NaN   \n",
       "5  TH-100913  012345678901234567893120  3           PANSUSCEPTIBLE  100.829261  14.702418  14.702418,100.829261  Green Circle NaN   \n",
       "6  TH-101176  012345678901234567894320  4           UNKNOWN         100.829228  14.702959  14.702959,100.829228  Green Circle NaN   \n",
       "7  TH-101497  012345678901234567894320  4           UNKNOWN         100.829140  14.702244  14.702244,100.82914   Green Circle NaN   \n",
       "8  TH-101280  012345678901234567894320  4           UNKNOWN         100.829344  14.702908  14.702908,100.829344  Blue Circle  NaN   \n",
       "9  TH-101055  012345678901234567894320  4           UNKNOWN         100.829494  14.701485  14.701485,100.829494  Green Circle NaN   "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df11 = pd.merge(df5, link_count_df1, on='CaseNo', how='left')\n",
    "\n",
    "df11.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is expected that we would end up with `NaN` (not a number) values under `link_count` in some records so let's just fill them with zeros."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>TH-102678</td>\n",
       "      <td>012345678901234567893120</td>\n",
       "      <td>3</td>\n",
       "      <td>PANSUSCEPTIBLE</td>\n",
       "      <td>100.828607</td>\n",
       "      <td>14.704461</td>\n",
       "      <td>14.704461,100.828607</td>\n",
       "      <td>Blue Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>TH-101007</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829347</td>\n",
       "      <td>14.702266</td>\n",
       "      <td>14.702266,100.829347</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>TH-101290</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.825159</td>\n",
       "      <td>14.699828</td>\n",
       "      <td>14.699828,100.825159</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>TH-101067</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.824887</td>\n",
       "      <td>14.700197</td>\n",
       "      <td>14.700197,100.824887</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>TH-101184</td>\n",
       "      <td>012345678901234567890423</td>\n",
       "      <td>5</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829032</td>\n",
       "      <td>14.697482</td>\n",
       "      <td>14.697482,100.829032</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>TH-100913</td>\n",
       "      <td>012345678901234567893120</td>\n",
       "      <td>3</td>\n",
       "      <td>PANSUSCEPTIBLE</td>\n",
       "      <td>100.829261</td>\n",
       "      <td>14.702418</td>\n",
       "      <td>14.702418,100.829261</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>TH-101176</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829228</td>\n",
       "      <td>14.702959</td>\n",
       "      <td>14.702959,100.829228</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>TH-101497</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829140</td>\n",
       "      <td>14.702244</td>\n",
       "      <td>14.702244,100.82914</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>TH-101280</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829344</td>\n",
       "      <td>14.702908</td>\n",
       "      <td>14.702908,100.829344</td>\n",
       "      <td>Blue Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-101055</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829494</td>\n",
       "      <td>14.701485</td>\n",
       "      <td>14.701485,100.829494</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo              FAKEMIRUVNTR  FAKEMIRUID          DRTYPE         LON        LAT                COORDS        SYMBOL  links\n",
       "0  TH-102678  012345678901234567893120  3           PANSUSCEPTIBLE  100.828607  14.704461  14.704461,100.828607  Blue Circle   0    \n",
       "1  TH-101007  012345678901234567894320  4           UNKNOWN         100.829347  14.702266  14.702266,100.829347  Green Circle  0    \n",
       "2  TH-101290  012345678901234567894320  4           UNKNOWN         100.825159  14.699828  14.699828,100.825159  Green Circle  0    \n",
       "3  TH-101067  012345678901234567894320  4           UNKNOWN         100.824887  14.700197  14.700197,100.824887  Green Circle  0    \n",
       "4  TH-101184  012345678901234567890423  5           UNKNOWN         100.829032  14.697482  14.697482,100.829032  Green Circle  0    \n",
       "5  TH-100913  012345678901234567893120  3           PANSUSCEPTIBLE  100.829261  14.702418  14.702418,100.829261  Green Circle  0    \n",
       "6  TH-101176  012345678901234567894320  4           UNKNOWN         100.829228  14.702959  14.702959,100.829228  Green Circle  0    \n",
       "7  TH-101497  012345678901234567894320  4           UNKNOWN         100.829140  14.702244  14.702244,100.82914   Green Circle  0    \n",
       "8  TH-101280  012345678901234567894320  4           UNKNOWN         100.829344  14.702908  14.702908,100.829344  Blue Circle   0    \n",
       "9  TH-101055  012345678901234567894320  4           UNKNOWN         100.829494  14.701485  14.701485,100.829494  Green Circle  0    "
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df11.fillna(0, inplace=True)\n",
    "\n",
    "df11.links = df11.links.astype(int)\n",
    "\n",
    "df11.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>14.698245,100.830587</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        CaseNo              FAKEMIRUVNTR  FAKEMIRUID  DRTYPE         LON        LAT                COORDS        SYMBOL  links\n",
       "181  TH-104090  012345678901234567890123  1           MDR-TB  100.830587  14.698245  14.698245,100.830587  Red Triangle  1    "
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df11.query('CaseNo==\"TH-104090\"')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TH-101055</td>\n",
       "      <td>012345678901234567894320</td>\n",
       "      <td>4</td>\n",
       "      <td>UNKNOWN</td>\n",
       "      <td>100.829494</td>\n",
       "      <td>14.701485</td>\n",
       "      <td>14.701485,100.829494</td>\n",
       "      <td>Green Circle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      CaseNo              FAKEMIRUVNTR  FAKEMIRUID   DRTYPE         LON        LAT                COORDS        SYMBOL  links\n",
       "9  TH-101055  012345678901234567894320  4           UNKNOWN  100.829494  14.701485  14.701485,100.829494  Green Circle  0    "
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df11.query('CaseNo==\"TH-101055\"')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>CaseNo</th>\n",
       "      <th>FAKEMIRUVNTR</th>\n",
       "      <th>FAKEMIRUID</th>\n",
       "      <th>DRTYPE</th>\n",
       "      <th>LON</th>\n",
       "      <th>LAT</th>\n",
       "      <th>COORDS</th>\n",
       "      <th>SYMBOL</th>\n",
       "      <th>links</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>TH-101579</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>14.702731,100.82844</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>TH-101823</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>14.699857,100.828917</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>TH-101783</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>14.696434,100.828634</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>TH-102445</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828950</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>14.696133,100.82895</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>TH-102460</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.827556</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>14.700809,100.827556</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>TH-102637</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829703</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>14.696637,100.829703</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>TH-101651</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829259</td>\n",
       "      <td>14.700701</td>\n",
       "      <td>14.700701,100.829259</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>TH-101931</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829533</td>\n",
       "      <td>14.700087</td>\n",
       "      <td>14.700087,100.829533</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>TH-103347</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>14.697342,100.830247</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>TH-103009</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>14.699261,100.831095</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>TH-102909</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>14.69898,100.830151</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>TH-103773</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.828480</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>14.700229,100.82848</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>TH-103679</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829528</td>\n",
       "      <td>14.702659</td>\n",
       "      <td>14.702659,100.829528</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>TH-104090</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.830587</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>14.698245,100.830587</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>TH-104039</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829623</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>14.697903,100.829623</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>212</th>\n",
       "      <td>TH-103927</td>\n",
       "      <td>012345678901234567890123</td>\n",
       "      <td>1</td>\n",
       "      <td>MDR-TB</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>14.700072,100.829917</td>\n",
       "      <td>Red Triangle</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        CaseNo              FAKEMIRUVNTR  FAKEMIRUID  DRTYPE         LON        LAT                COORDS        SYMBOL  links\n",
       "21   TH-101579  012345678901234567890123  1           MDR-TB  100.828440  14.702731  14.702731,100.82844   Red Triangle  4    \n",
       "31   TH-101823  012345678901234567890123  1           MDR-TB  100.828917  14.699857  14.699857,100.828917  Red Triangle  4    \n",
       "33   TH-101783  012345678901234567890123  1           MDR-TB  100.828634  14.696434  14.696434,100.828634  Red Triangle  1    \n",
       "61   TH-102445  012345678901234567890123  1           MDR-TB  100.828950  14.696133  14.696133,100.82895   Red Triangle  1    \n",
       "62   TH-102460  012345678901234567890123  1           MDR-TB  100.827556  14.700809  14.700809,100.827556  Red Triangle  1    \n",
       "89   TH-102637  012345678901234567890123  1           MDR-TB  100.829703  14.696637  14.696637,100.829703  Red Triangle  1    \n",
       "100  TH-101651  012345678901234567890123  1           MDR-TB  100.829259  14.700701  14.700701,100.829259  Red Triangle  0    \n",
       "122  TH-101931  012345678901234567890123  1           MDR-TB  100.829533  14.700087  14.700087,100.829533  Red Triangle  0    \n",
       "129  TH-103347  012345678901234567890123  1           MDR-TB  100.830247  14.697342  14.697342,100.830247  Red Triangle  3    \n",
       "134  TH-103009  012345678901234567890123  1           MDR-TB  100.831095  14.699261  14.699261,100.831095  Red Triangle  1    \n",
       "152  TH-102909  012345678901234567890123  1           MDR-TB  100.830151  14.698980  14.69898,100.830151   Red Triangle  1    \n",
       "160  TH-103773  012345678901234567890123  1           MDR-TB  100.828480  14.700229  14.700229,100.82848   Red Triangle  1    \n",
       "162  TH-103679  012345678901234567890123  1           MDR-TB  100.829528  14.702659  14.702659,100.829528  Red Triangle  0    \n",
       "181  TH-104090  012345678901234567890123  1           MDR-TB  100.830587  14.698245  14.698245,100.830587  Red Triangle  1    \n",
       "194  TH-104039  012345678901234567890123  1           MDR-TB  100.829623  14.697903  14.697903,100.829623  Red Triangle  1    \n",
       "212  TH-103927  012345678901234567890123  1           MDR-TB  100.829917  14.700072  14.700072,100.829917  Red Triangle  2    "
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df11.query('FAKEMIRUID==1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "df11.to_pickle('outputs/df11.pickle')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Map 7: Plot map with  enhanced `popup` displays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "      <th>LAT1</th>\n",
       "      <th>LON1</th>\n",
       "      <th>LAT2</th>\n",
       "      <th>LON2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101783</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.696434</td>\n",
       "      <td>100.828634</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102445</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.696133</td>\n",
       "      <td>100.828950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101823</td>\n",
       "      <td>TH-102460</td>\n",
       "      <td>14.699857</td>\n",
       "      <td>100.828917</td>\n",
       "      <td>14.700809</td>\n",
       "      <td>100.827556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-102637</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.696637</td>\n",
       "      <td>100.829703</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103009</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.699261</td>\n",
       "      <td>100.831095</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-102909</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>14.698980</td>\n",
       "      <td>100.830151</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>TH-103347</td>\n",
       "      <td>TH-103773</td>\n",
       "      <td>14.697342</td>\n",
       "      <td>100.830247</td>\n",
       "      <td>14.700229</td>\n",
       "      <td>100.828480</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  batch    CaseNo1    CaseNo2       LAT1        LON1       LAT2        LON2\n",
       "0  1     TH-101783  TH-101823  14.696434  100.828634  14.699857  100.828917\n",
       "1  1     TH-101579  TH-101823  14.702731  100.828440  14.699857  100.828917\n",
       "2  1     TH-101823  TH-102445  14.699857  100.828917  14.696133  100.828950\n",
       "3  1     TH-101823  TH-102460  14.699857  100.828917  14.700809  100.827556\n",
       "6  1     TH-101579  TH-102637  14.702731  100.828440  14.696637  100.829703\n",
       "7  1     TH-103009  TH-103347  14.699261  100.831095  14.697342  100.830247\n",
       "8  1     TH-102909  TH-103347  14.698980  100.830151  14.697342  100.830247\n",
       "9  1     TH-103347  TH-103773  14.697342  100.830247  14.700229  100.828480"
      ]
     },
     "execution_count": 68,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df6.loc[edges_df6['batch'] == '1']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>batch</th>\n",
       "      <th>CaseNo1</th>\n",
       "      <th>CaseNo2</th>\n",
       "      <th>LAT1</th>\n",
       "      <th>LON1</th>\n",
       "      <th>LAT2</th>\n",
       "      <th>LON2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-101579</td>\n",
       "      <td>TH-104039</td>\n",
       "      <td>14.702731</td>\n",
       "      <td>100.828440</td>\n",
       "      <td>14.697903</td>\n",
       "      <td>100.829623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>2</td>\n",
       "      <td>TH-103927</td>\n",
       "      <td>TH-104090</td>\n",
       "      <td>14.700072</td>\n",
       "      <td>100.829917</td>\n",
       "      <td>14.698245</td>\n",
       "      <td>100.830587</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   batch    CaseNo1    CaseNo2       LAT1        LON1       LAT2        LON2\n",
       "4   2     TH-101579  TH-103927  14.702731  100.828440  14.700072  100.829917\n",
       "5   2     TH-101579  TH-104039  14.702731  100.828440  14.697903  100.829623\n",
       "10  2     TH-103927  TH-104090  14.700072  100.829917  14.698245  100.830587"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edges_df6.loc[edges_df6['batch'] == '2']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Map 7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><iframe src=\"data:text/html;charset=utf-8;base64,<!DOCTYPE html>
<head>    
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />
    
        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>
    
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
    <script src="https://code.jquery.com/jquery-1.12.4.min.js"></script>
    <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/js/bootstrap.min.js"></script>
    <script src="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js"></script>
    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.2.0/css/bootstrap-theme.min.css"/>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.6.3/css/font-awesome.min.css"/>
    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css"/>
    <link rel="stylesheet" href="https://rawcdn.githack.com/python-visualization/folium/master/folium/templates/leaflet.awesome.rotate.css"/>
    <style>html, body {width: 100%;height: 100%;margin: 0;padding: 0;}</style>
    <style>#map {position:absolute;top:0;bottom:0;right:0;left:0;}</style>
    
            <meta name="viewport" content="width=device-width,
                initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />
            <style>
                #map_53ae9f28729f46459882d46fccdab204 {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
    <script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet-dvf/0.3.0/leaflet-dvf.markers.min.js"></script>
</head>
<body>    
    
            <div class="folium-map" id="map_53ae9f28729f46459882d46fccdab204" ></div>
        
</body>
<script>    
    
            var map_53ae9f28729f46459882d46fccdab204 = L.map(
                "map_53ae9f28729f46459882d46fccdab204",
                {
                    center: [14.699859, 100.829019],
                    crs: L.CRS.EPSG3857,
                    zoom: 16,
                    zoomControl: true,
                    preferCanvas: false,
                }
            );

            

        
    
            var tile_layer_f246b98ceb164773a34df71bcbbf76f9 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
            var tile_layer_18644fb914334585bf251c13b402d8c5 = L.tileLayer(
                "https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png",
                {"attribution": "Data by \u0026copy; \u003ca href=\"http://openstreetmap.org\"\u003eOpenStreetMap\u003c/a\u003e, under \u003ca href=\"http://www.openstreetmap.org/copyright\"\u003eODbL\u003c/a\u003e.", "detectRetina": false, "maxNativeZoom": 18, "maxZoom": 18, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
            var poly_line_26e101fbc67b46f4a97f156fd7805447 = L.polyline(
                [[[14.696434, 100.828634], [14.699857, 100.828917]], [[14.702731, 100.82844], [14.699857, 100.828917]], [[14.699857, 100.828917], [14.696133, 100.82895]], [[14.699857, 100.828917], [14.700809, 100.827556]], [[14.702731, 100.82844], [14.696637, 100.829703]], [[14.699261, 100.831095], [14.697342, 100.830247]], [[14.69898, 100.830151], [14.697342, 100.830247]], [[14.697342, 100.830247], [14.700229, 100.82848]]],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "black", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
            var poly_line_4707aaa1a75044e9a9c46eb29cfd434e = L.polyline(
                [[[14.702731, 100.82844], [14.700072, 100.829917]], [[14.702731, 100.82844], [14.697903, 100.829623]], [[14.700072, 100.829917], [14.698245, 100.830587]]],
                {"bubblingMouseEvents": true, "color": "red", "dashArray": null, "dashOffset": null, "fill": false, "fillColor": "red", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "noClip": false, "opacity": 1.0, "smoothFactor": 1.0, "stroke": true, "weight": 2}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
            var regular_polygon_marker_63e141ccca9a481eb56e7e0f202b42f6 = new L.RegularPolygonMarker(
                [14.696434, 100.828634],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_c9412d4cf87142bcac006a45ecb052d6 = L.popup({"maxWidth": "200"});

        
            var html_9530f85ce0bc4a62b31607456e8ac8f1 = $(`<div id="html_9530f85ce0bc4a62b31607456e8ac8f1" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101783<br/><b>Location:</b> 14.696434,100.828634<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_c9412d4cf87142bcac006a45ecb052d6.setContent(html_9530f85ce0bc4a62b31607456e8ac8f1);
        

        regular_polygon_marker_63e141ccca9a481eb56e7e0f202b42f6.bindPopup(popup_c9412d4cf87142bcac006a45ecb052d6)
        ;

        
    
    
            var regular_polygon_marker_c97218275a89451680c78aea51b75334 = new L.RegularPolygonMarker(
                [14.699857, 100.828917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_96427b6f98884d438b443f0547a4e9a1 = L.popup({"maxWidth": "200"});

        
            var html_272ffbb4634647d9b3178ded349c792d = $(`<div id="html_272ffbb4634647d9b3178ded349c792d" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101823<br/><b>Location:</b> 14.699857,100.828917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 4</div>`)[0];
            popup_96427b6f98884d438b443f0547a4e9a1.setContent(html_272ffbb4634647d9b3178ded349c792d);
        

        regular_polygon_marker_c97218275a89451680c78aea51b75334.bindPopup(popup_96427b6f98884d438b443f0547a4e9a1)
        ;

        
    
    
            var regular_polygon_marker_3dca22146bbe4ba0b4453fdf9d45f3c7 = new L.RegularPolygonMarker(
                [14.702731, 100.82844],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_7116736f1c194a3ab5f05cf4811f8263 = L.popup({"maxWidth": "200"});

        
            var html_8e388c2c732a4ebc838556347889c5be = $(`<div id="html_8e388c2c732a4ebc838556347889c5be" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-101579<br/><b>Location:</b> 14.702731,100.82844<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 4</div>`)[0];
            popup_7116736f1c194a3ab5f05cf4811f8263.setContent(html_8e388c2c732a4ebc838556347889c5be);
        

        regular_polygon_marker_3dca22146bbe4ba0b4453fdf9d45f3c7.bindPopup(popup_7116736f1c194a3ab5f05cf4811f8263)
        ;

        
    
    
            var regular_polygon_marker_42e0506ae0354438b8d76764310ac91f = new L.RegularPolygonMarker(
                [14.699261, 100.831095],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_63b31f8b91cf48e7a829368d9512c990 = L.popup({"maxWidth": "200"});

        
            var html_1f0130eaa66a4edea0eec659547d70a4 = $(`<div id="html_1f0130eaa66a4edea0eec659547d70a4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103009<br/><b>Location:</b> 14.699261,100.831095<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_63b31f8b91cf48e7a829368d9512c990.setContent(html_1f0130eaa66a4edea0eec659547d70a4);
        

        regular_polygon_marker_42e0506ae0354438b8d76764310ac91f.bindPopup(popup_63b31f8b91cf48e7a829368d9512c990)
        ;

        
    
    
            var regular_polygon_marker_11c672641cd848c2ab81d5048388f35b = new L.RegularPolygonMarker(
                [14.69898, 100.830151],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_ee362a873b954bd4a4026ca0fc733590 = L.popup({"maxWidth": "200"});

        
            var html_3e25b8e1bc0b4139a3e29aceb81de2e7 = $(`<div id="html_3e25b8e1bc0b4139a3e29aceb81de2e7" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102909<br/><b>Location:</b> 14.69898,100.830151<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_ee362a873b954bd4a4026ca0fc733590.setContent(html_3e25b8e1bc0b4139a3e29aceb81de2e7);
        

        regular_polygon_marker_11c672641cd848c2ab81d5048388f35b.bindPopup(popup_ee362a873b954bd4a4026ca0fc733590)
        ;

        
    
    
            var regular_polygon_marker_bedd5f5be7ad477ab21778ac5a51c2d8 = new L.RegularPolygonMarker(
                [14.697342, 100.830247],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_2c9a8619f7824ab99b996e7ebdb4df82 = L.popup({"maxWidth": "200"});

        
            var html_1446d5319c5149958d46948289345791 = $(`<div id="html_1446d5319c5149958d46948289345791" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103347<br/><b>Location:</b> 14.697342,100.830247<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 3</div>`)[0];
            popup_2c9a8619f7824ab99b996e7ebdb4df82.setContent(html_1446d5319c5149958d46948289345791);
        

        regular_polygon_marker_bedd5f5be7ad477ab21778ac5a51c2d8.bindPopup(popup_2c9a8619f7824ab99b996e7ebdb4df82)
        ;

        
    
    
            var regular_polygon_marker_39b44b1de13748eeae623ba7b8575b2a = new L.RegularPolygonMarker(
                [14.700072, 100.829917],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_46ee6305e1054fc393c6c0b54835323a = L.popup({"maxWidth": "200"});

        
            var html_ffd9a5f9d3c14ef3a80165b660867101 = $(`<div id="html_ffd9a5f9d3c14ef3a80165b660867101" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103927<br/><b>Location:</b> 14.700072,100.829917<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 2</div>`)[0];
            popup_46ee6305e1054fc393c6c0b54835323a.setContent(html_ffd9a5f9d3c14ef3a80165b660867101);
        

        regular_polygon_marker_39b44b1de13748eeae623ba7b8575b2a.bindPopup(popup_46ee6305e1054fc393c6c0b54835323a)
        ;

        
    
    
            var regular_polygon_marker_492be51aadb8487d90dc93385233f3c9 = new L.RegularPolygonMarker(
                [14.696133, 100.82895],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_02a662e80de84ce7a78e55bef63fdec6 = L.popup({"maxWidth": "200"});

        
            var html_df657e60b9c24835b209de58fb7bdc52 = $(`<div id="html_df657e60b9c24835b209de58fb7bdc52" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102445<br/><b>Location:</b> 14.696133,100.82895<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_02a662e80de84ce7a78e55bef63fdec6.setContent(html_df657e60b9c24835b209de58fb7bdc52);
        

        regular_polygon_marker_492be51aadb8487d90dc93385233f3c9.bindPopup(popup_02a662e80de84ce7a78e55bef63fdec6)
        ;

        
    
    
            var regular_polygon_marker_6faa9965325f41d5996873891483595d = new L.RegularPolygonMarker(
                [14.700809, 100.827556],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_7fb65e84de034080bc54eec74b336884 = L.popup({"maxWidth": "200"});

        
            var html_990d5a79d847491b84c3eaeacc72cdf4 = $(`<div id="html_990d5a79d847491b84c3eaeacc72cdf4" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102460<br/><b>Location:</b> 14.700809,100.827556<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_7fb65e84de034080bc54eec74b336884.setContent(html_990d5a79d847491b84c3eaeacc72cdf4);
        

        regular_polygon_marker_6faa9965325f41d5996873891483595d.bindPopup(popup_7fb65e84de034080bc54eec74b336884)
        ;

        
    
    
            var regular_polygon_marker_274ec50b3f0b40c9aed6a1ef2a40639d = new L.RegularPolygonMarker(
                [14.697903, 100.829623],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_35f361fd67424754b7de99ff6b33113c = L.popup({"maxWidth": "200"});

        
            var html_1804d8978c3f4c409d191ea2b50c1010 = $(`<div id="html_1804d8978c3f4c409d191ea2b50c1010" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104039<br/><b>Location:</b> 14.697903,100.829623<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_35f361fd67424754b7de99ff6b33113c.setContent(html_1804d8978c3f4c409d191ea2b50c1010);
        

        regular_polygon_marker_274ec50b3f0b40c9aed6a1ef2a40639d.bindPopup(popup_35f361fd67424754b7de99ff6b33113c)
        ;

        
    
    
            var regular_polygon_marker_3e3751744f2d43c1a53fa9bac2434497 = new L.RegularPolygonMarker(
                [14.700229, 100.82848],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_a88a2b9579e34935ade015036df2fd66 = L.popup({"maxWidth": "200"});

        
            var html_b71a4d0493fc49bbbb48c208cc2e3fe0 = $(`<div id="html_b71a4d0493fc49bbbb48c208cc2e3fe0" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-103773<br/><b>Location:</b> 14.700229,100.82848<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_a88a2b9579e34935ade015036df2fd66.setContent(html_b71a4d0493fc49bbbb48c208cc2e3fe0);
        

        regular_polygon_marker_3e3751744f2d43c1a53fa9bac2434497.bindPopup(popup_a88a2b9579e34935ade015036df2fd66)
        ;

        
    
    
            var regular_polygon_marker_09823cc94a2348758dbc8f53335f2e47 = new L.RegularPolygonMarker(
                [14.696637, 100.829703],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_cf49b93b3732448dbd9d159859da1211 = L.popup({"maxWidth": "200"});

        
            var html_c6fdec2807664909a12a1bfb2abd2d14 = $(`<div id="html_c6fdec2807664909a12a1bfb2abd2d14" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-102637<br/><b>Location:</b> 14.696637,100.829703<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_cf49b93b3732448dbd9d159859da1211.setContent(html_c6fdec2807664909a12a1bfb2abd2d14);
        

        regular_polygon_marker_09823cc94a2348758dbc8f53335f2e47.bindPopup(popup_cf49b93b3732448dbd9d159859da1211)
        ;

        
    
    
            var regular_polygon_marker_fb55b063bc754a27a95caa00eb8cec94 = new L.RegularPolygonMarker(
                [14.698245, 100.830587],
                {"bubblingMouseEvents": true, "color": "black", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "red", "fillOpacity": 1, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "numberOfSides": 3, "opacity": 1.0, "radius": 10, "rotation": 0, "stroke": true, "weight": 0.8}
            ).addTo(map_53ae9f28729f46459882d46fccdab204);
        
    
        var popup_b24c4ef7f80341b999da06dbc596d282 = L.popup({"maxWidth": "200"});

        
            var html_062887760ff14e199f18cf55fe32d1ce = $(`<div id="html_062887760ff14e199f18cf55fe32d1ce" style="width: 100.0%; height: 100.0%;"><b>Case No.:</b> TH-104090<br/><b>Location:</b> 14.698245,100.830587<br/><b>MIRU ID:</b> 1<br/><b>Drug Resistance:</b> MDR-TB<br/><b>Link Count:</b> 1</div>`)[0];
            popup_b24c4ef7f80341b999da06dbc596d282.setContent(html_062887760ff14e199f18cf55fe32d1ce);
        

        regular_polygon_marker_fb55b063bc754a27a95caa00eb8cec94.bindPopup(popup_b24c4ef7f80341b999da06dbc596d282)
        ;

        
    
</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 0x7f9466f5b1d0>"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# create 7th map of the case data \n",
    "# Store the coordinates of the refugee camp listed in the EOC email\n",
    "CAMP_COORDINATES = (14.699859, 100.829019)\n",
    "\n",
    "# create empty map zoomed in on Refugee camp\n",
    "map7 = folium.Map(location=CAMP_COORDINATES, zoom_start=16)\n",
    "folium.TileLayer(\"openstreetmap\").add_to(map7)\n",
    "\n",
    "# construct lines for epi links\n",
    "lines=[]\n",
    "for each in edges_df6.loc[edges_df6['batch'] == '1'].iterrows():\n",
    "    origin = [each[1]['LAT1'],each[1]['LON1']]\n",
    "    destination = [each[1]['LAT2'],each[1]['LON2']]\n",
    "    line = [origin, destination]\n",
    "    lines.append(line)\n",
    "\n",
    "lines_new=[]\n",
    "for each in edges_df6.loc[edges_df6['batch'] == '2'].iterrows():\n",
    "    origin = [each[1]['LAT1'],each[1]['LON1']]\n",
    "    destination = [each[1]['LAT2'],each[1]['LON2']]\n",
    "    line = [origin, destination]\n",
    "    lines_new.append(line)\n",
    "\n",
    "# create Folium PolyLine and add to map\n",
    "folium.PolyLine(lines, color='black',weight=2,line_opacity=0.8).add_to(map7)\n",
    "folium.PolyLine(lines_new, color='red',weight=2,line_opacity=0.8).add_to(map7)\n",
    "\n",
    "# loop through dataframe records\n",
    "for each in nodes_df5.iterrows():\n",
    "    # load record values into marker variables\n",
    "    point=each[1]['COORDS']\n",
    "    caseno=each[1]['CaseNo']\n",
    "    miru_id=each[1]['FAKEMIRUID']\n",
    "    drtype=each[1]['DRTYPE']\n",
    "    links=each[1]['links']\n",
    "    # Add the right marker to map depending on MIRU ID\n",
    "    if miru_id == 1:\n",
    "        # set up popup display string\n",
    "        popup_string = \"<b>Case No.:</b> \"+caseno+\"<br/>\"+ \\\n",
    "                       \"<b>Location:</b> \"+point+\"<br/>\"+ \\\n",
    "                       \"<b>MIRU ID:</b> \"+str(miru_id)+\"<br/>\"+ \\\n",
    "                       \"<b>Drug Resistance:</b> \"+drtype+\"<br/>\" + \\\n",
    "                       \"<b>Link Count:</b> \"+str(links)\n",
    "        # construct Folium popup\n",
    "        popup=folium.Popup(popup_string, max_width='200')\n",
    "        folium.RegularPolygonMarker(point.split(','), \\\n",
    "            popup=popup, fill_color=marker_color[miru_id], \\\n",
    "            color='black', fill_opacity=1, weight=0.8,\\\n",
    "            number_of_sides=3, radius=10).add_to(map7)\n",
    "map7"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Case Study Questions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Question 1. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Recent papers from South Africa suggest XDR-TB threats involve direct transmission and require high-precision geographic data and molecular epidemiology data to stop transmission. The 2005 outbreak from Thailand suggests the same. How can we plan to gather the required, high-precision geographic data and molecular epi data required for future outbreaks?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Please type your answer below:\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Question 2\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " Tuberculosis may often be found within areas of crowding, poor ventilation....how can we learn from the past to predict areas of potential future outbreaks?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Please type your answer below:\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Congratulations, you have completed Notebook 6 of the MDR-TB Case Study!\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "CDC, 2017 Tuberculosis Genotyping: What is tuberculosis (TB) genotyping? CDC TB Fact Sheets 2017. URL: https://www.cdc.gov/tb/publications/factsheets/statistics/genotyping.htm\n",
    "\n",
    "CDC, 2017 GENType: New Genotyping Terminology to Integrate 24-locus MIRU-VNTR. CDC TB Fact Sheets 2017. URL: https://www.cdc.gov/tb/publications/factsheets/statistics/genotypingterminology.pdf\n",
    "\n",
    "CDC, 2017 A New Tool to Diagnose Tuberculosis: The Xpert MTB/RIF Assay. URL: https://www.cdc.gov/tb/publications/factsheets/pdf/xpertmtb-rifassayfactsheet_final.pdf\n",
    "\n",
    "Oeltmann, J. E., Varma, J. K., Ortega, L., Liu, Y., O’Rourke, T., Cano, M., … Maloney, S. A. (2008). Multidrug-Resistant Tuberculosis  ",
    "Outbreak among US-bound Hmong  ",
    "Refugees, Thailand, 2005. Emerging Infectious Diseases, 14(11), 1715–1721. http://doi.org/10.3201/eid1411.071629\n",
    "\n",
    "Shaw, N.S., et al. 2017. Transmission of Extensively Drug-Resistant Tuberculosis in South Africa. New England Journal of Medicine. January 19, 2017. 376:3.                                                  URL: http://www.nejm.org/doi/pdf/10.1056/NEJMoa1604544\n",
    "\n",
    "Additional readings:\n",
    "Reichmann, Lee B and Janice Hopkins Tanne. 2001. Timebomb: the global epidemic of multi-drug resistant tuberculosis. ISBN 0-07-135924-9. McGraw-Hill. URL: https://www.goodreads.com/book/show/1733578"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Initialization Cell",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  },
  "nbTranslate": {
   "displayLangs": [
    "*"
   ],
   "hotkey": "alt-t",
   "langInMainMenu": true,
   "sourceLang": "en",
   "targetLang": "fr",
   "useGoogleTranslate": true
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}