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LowriWilliams/map.ipynb

Created May 20, 2020 09:59
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corona/map
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map.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 245,
"metadata": {},
"outputs": [
{
"data": {
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"<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,
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            <style>
                #map_f994bb59f1ef47f2afa923a12474ff1e {
                    position: relative;
                    width: 100.0%;
                    height: 100.0%;
                    left: 0.0%;
                    top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_f994bb59f1ef47f2afa923a12474ff1e" ></div>
        
</body>
<script>    
    
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                    center: [30.629773808571432, 63.22159523785714],
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                    preferCanvas: false,
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            var circle_marker_0ea30de28274479a80d2acfcb5a265b5 = L.circleMarker(
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        circle_marker_0ea30de28274479a80d2acfcb5a265b5.bindPopup(popup_2b1722e5a9d34041b678a2688fb60807)
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            var circle_marker_e0c3686ec0e443aa8fa0b5f3f7b155f2 = L.circleMarker(
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            popup_03b4b8cb18564192ada5e00d60957982.setContent(html_52e99b257c9c4d07a51211b426ca4f4f);
        

        circle_marker_e0c3686ec0e443aa8fa0b5f3f7b155f2.bindPopup(popup_03b4b8cb18564192ada5e00d60957982)
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            var circle_marker_f0490860154d45a0a8f70423dcd4986b = L.circleMarker(
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            popup_d6dbb2a9b4844525a855f6bf1e3d06f5.setContent(html_66863102f9f74ef9be8843dcaa4bc5d1);
        

        circle_marker_f0490860154d45a0a8f70423dcd4986b.bindPopup(popup_d6dbb2a9b4844525a855f6bf1e3d06f5)
        ;

        
    
    
            var circle_marker_329a3da682c348e69138eea88e61aa1e = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2.34, "stroke": true, "weight": 3}
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            popup_ba81dec10c294514a2c90920531273de.setContent(html_21df8d8a736c4fe9967e23bfc7834288);
        

        circle_marker_329a3da682c348e69138eea88e61aa1e.bindPopup(popup_ba81dec10c294514a2c90920531273de)
        ;

        
    
    
            var circle_marker_23d8b5482ce442259dc221fb1b130155 = L.circleMarker(
                [51.0, 9.0],
                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 3.12, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_4cda77e6e7854fdeb3e6429902e28ef4 = L.popup({"maxWidth": "100%"});

        
            var html_690a7274087d44528dd3bae07ba2a8c4 = $(`<div id="html_690a7274087d44528dd3bae07ba2a8c4" style="width: 100.0%; height: 100.0%;"><br> Confirmed cases: 156</div>`)[0];
            popup_4cda77e6e7854fdeb3e6429902e28ef4.setContent(html_690a7274087d44528dd3bae07ba2a8c4);
        

        circle_marker_23d8b5482ce442259dc221fb1b130155.bindPopup(popup_4cda77e6e7854fdeb3e6429902e28ef4)
        ;

        
    
    
            var circle_marker_c026ce1a6222477c93706e209356b05a = L.circleMarker(
                [22.267, 114.188],
                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 6.98, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_1f570a86287e4155a68be06a59a34b63 = L.popup({"maxWidth": "100%"});

        
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            popup_1f570a86287e4155a68be06a59a34b63.setContent(html_f28b59c7e03b45dabec241a799fd5fe4);
        

        circle_marker_c026ce1a6222477c93706e209356b05a.bindPopup(popup_1f570a86287e4155a68be06a59a34b63)
        ;

        
    
    
            var circle_marker_217f5ef5964a430ebb92d562df2d4348 = L.circleMarker(
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            popup_fae0261789ee49c09be4bc7f0a3063f4.setContent(html_a6461f677b244f9080c06516023bdfd2);
        

        circle_marker_217f5ef5964a430ebb92d562df2d4348.bindPopup(popup_fae0261789ee49c09be4bc7f0a3063f4)
        ;

        
    
    
            var circle_marker_6b90f4f56f104d60aa2145112903b447 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.62, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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            popup_8041f77e188743e9a1df7b6518267ecf.setContent(html_0d0fdc3b9ab44c09801a6d2ae093a7e3);
        

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        ;

        
    
    
            var circle_marker_2e1c1ba1dcf34fd8aa6b7e5c27ba7d2d = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 6.76, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_208994e90623458088156dd204e050c0 = L.popup({"maxWidth": "100%"});

        
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            popup_208994e90623458088156dd204e050c0.setContent(html_a93bdbef06e947508cefb9b1dd65fcd3);
        

        circle_marker_2e1c1ba1dcf34fd8aa6b7e5c27ba7d2d.bindPopup(popup_208994e90623458088156dd204e050c0)
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            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_9f5ad2664808498a8cd995499794b973 = L.popup({"maxWidth": "100%"});

        
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            popup_9f5ad2664808498a8cd995499794b973.setContent(html_c31551da74224076bc1dfda0a23ebbd4);
        

        circle_marker_f9d8352eea8c4e2c9b077a796d7be17a.bindPopup(popup_9f5ad2664808498a8cd995499794b973)
        ;

        
    
    
            var circle_marker_14d1dcdd14a24076bf45250e34fbfbc0 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 3.62, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_7dcc7410a5864216b83dca8dffdbb05b = L.popup({"maxWidth": "100%"});

        
            var html_f87f4e96ab254ecd9507a940a59c778d = $(`<div id="html_f87f4e96ab254ecd9507a940a59c778d" style="width: 100.0%; height: 100.0%;"><br> Confirmed cases: 181</div>`)[0];
            popup_7dcc7410a5864216b83dca8dffdbb05b.setContent(html_f87f4e96ab254ecd9507a940a59c778d);
        

        circle_marker_14d1dcdd14a24076bf45250e34fbfbc0.bindPopup(popup_7dcc7410a5864216b83dca8dffdbb05b)
        ;

        
    
    
            var circle_marker_183ac618efd7497881b02885e4bfe844 = L.circleMarker(
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                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.36, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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            var html_8920c91b146d460e835333a98152f8d5 = $(`<div id="html_8920c91b146d460e835333a98152f8d5" style="width: 100.0%; height: 100.0%;"><br> Confirmed cases: 18</div>`)[0];
            popup_23dc1ff765e547639b81b7aaf3e8f559.setContent(html_8920c91b146d460e835333a98152f8d5);
        

        circle_marker_183ac618efd7497881b02885e4bfe844.bindPopup(popup_23dc1ff765e547639b81b7aaf3e8f559)
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            var circle_marker_be5cc81381f342e89700fa1d252736eb = L.circleMarker(
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            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_f02423bd9d1f4b44b123f63c7289bd9a = L.popup({"maxWidth": "100%"});

        
            var html_4594e0a58879457a8d3fe810e4874a4a = $(`<div id="html_4594e0a58879457a8d3fe810e4874a4a" style="width: 100.0%; height: 100.0%;"><br> Confirmed cases: 29</div>`)[0];
            popup_f02423bd9d1f4b44b123f63c7289bd9a.setContent(html_4594e0a58879457a8d3fe810e4874a4a);
        

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        ;

        
    
    
            var circle_marker_2bd2edb1b85a496f904cfc183482cb16 = L.circleMarker(
                [60.0, 100.0],
                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.48, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
        var popup_8c5ff6c829af4e618e0ec80c69b2a0a3 = L.popup({"maxWidth": "100%"});

        
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 7.96, "stroke": true, "weight": 3}
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        ;

        
    
    
            var circle_marker_16de06a8f1764b449a1a2744f658e5b0 = L.circleMarker(
                [37.0, 127.5],
                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 5.46, "stroke": true, "weight": 3}
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        circle_marker_16de06a8f1764b449a1a2744f658e5b0.bindPopup(popup_ae5bc325e3bb475d8183e1733f157d73)
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                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.3, "stroke": true, "weight": 3}
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        circle_marker_ba65238d663745d8914b4fa7e130d60b.bindPopup(popup_7825eb5478d74516878aabd5fcd121c9)
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                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.32, "stroke": true, "weight": 3}
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        circle_marker_d1d0b3e3b18749229db761f00cdd28a5.bindPopup(popup_f1028a4e26e6454bbd0977ab6629ea34)
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            var circle_marker_8a3819f35bf546579ca98ce59671eaa4 = L.circleMarker(
                [62.0, 15.0],
                {"bubblingMouseEvents": true, "color": "#007849", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#007849", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 0.24, "stroke": true, "weight": 3}
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        ;

        
    
    
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 4.12, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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        circle_marker_be829f373cff4d87bff908bcae4bd00f.bindPopup(popup_9cd406eb644346c1bde54329e18f8673)
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            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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                {"bubblingMouseEvents": true, "color": "#FFCE00", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#FFCE00", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 3.24, "stroke": true, "weight": 3}
            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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            ).addTo(map_f994bb59f1ef47f2afa923a12474ff1e);
        
    
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</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 0x123068ef0>"
]
},
"execution_count": 245,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import folium\n",
"\n",
"# Select only countries with more than 0 cases\n",
"\n",
"df_country = df_country[df_country.Confirmed != 0]\n",
"\n",
"# Normalise data by dividing total number of cases in China with 25k and 50 for the remaining countries\n",
"\n",
"df_country['Normalise'] = np.where(df_country['Country'] == 'China', \n",
" df_country['Confirmed']/25000, \n",
" df_country['Confirmed']/50)\n",
"\n",
"# Creat folium map\n",
"\n",
"folium_map = folium.Map(location=[df_country['Lat'].mean(), df_country['Long'].mean()], \n",
" zoom_start = 2, \n",
" tiles = \"CartoDB dark_matter\")\n",
"\n",
"# Iterate over rows in dataframe\n",
"for index, row in df_country.iterrows():\n",
" popup_text = \"<br> Confirmed cases: {}\"\n",
" popup_text = popup_text.format(row[\"Confirmed\"])\n",
" \n",
" # Assign different colours to different numbers of confirmed cases\n",
" \n",
" if 1 <= row['Confirmed'] <= 100:\n",
" color = \"#007849\" # green\n",
" elif 101 <= row['Confirmed'] <= 500:\n",
" color = \"#FFCE00\" # yellow \n",
" else:\n",
" color = \"#E63029\" # red\n",
" \n",
" # Add marker to the map\n",
" folium.CircleMarker(location=(row[\"Lat\"], row[\"Long\"]),\n",
" radius=row[\"Normalise\"],\n",
" color= color,\n",
" popup=popup_text,\n",
" fill=True).add_to(folium_map)\n",
" \n",
"folium_map"
]
}
],
"metadata": {
"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": "3.7.2"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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