Folium - Codealong
Introduction
In this codealong, we'll take a look at how to create an interactive map using the Folium package. From there, we'll return to APIs in the final lab for the day where you'll make an interactive map from your requests to the API!
Objectives
You will be able to:
- Create maps with Folium
Creating a Basemap
Here we'll take a look at creating a basemap over the London region!
import folium
lat = 51.51
long = -0.14
#Create a map of the area
base_map = folium.Map([lat, long], zoom_start=13)
base_map<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>
Adding Markers to the Map
Great! Now let's take a look at adding little markers to our map!
Note: you may have to zoom out to see all of the markers!
import numpy as np
#Generate some random locations to add to our map
x = [lat + np.random.uniform(-.1,.1) for i in range(20)]
y = [long + np.random.uniform(-.1,.1) for i in range(20)]
points = list(zip(x, y))
for p in points:
lat = p[0]
long = p[1]
marker = folium.Marker(location=[lat, long])
marker.add_to(base_map)
base_map<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_PREFER_CANVAS = false; L_NO_TOUCH = false; L_DISABLE_3D = false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.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@1.2.0/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://rawgit.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>
    
            <style> #map_7cd6398c9cf044f1a07fb7dcd0ce03b4 {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_7cd6398c9cf044f1a07fb7dcd0ce03b4" ></div>
        
</body>
<script>    
    

            
                var bounds = null;
            

            var map_7cd6398c9cf044f1a07fb7dcd0ce03b4 = L.map(
                                  'map_7cd6398c9cf044f1a07fb7dcd0ce03b4',
                                  {center: [51.51,-0.14],
                                  zoom: 13,
                                  maxBounds: bounds,
                                  layers: [],
                                  worldCopyJump: false,
                                  crs: L.CRS.EPSG3857
                                 });
            
        
    
            var tile_layer_8b72937e87564a7fa225935ff0605668 = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
  "attribution": null,
  "detectRetina": false,
  "maxZoom": 18,
  "minZoom": 1,
  "noWrap": false,
  "subdomains": "abc"
}
                ).addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
        
    

            var marker_7487968a933241d1b75d6d29f89b5852 = L.marker(
                [51.538622587693744,-0.22427176004400007],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_90d1f396d0d748bdaf486233bfa9a1f6 = L.marker(
                [51.59846389219408,-0.20027226625869268],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_540fbf7709774eaea911c301724d6014 = L.marker(
                [51.58104774974486,-0.10270687703070497],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_7297f19ad8d048db88f51850a7e8c7a3 = L.marker(
                [51.57735099866559,-0.11198471270897198],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_457a305116fc420688c0b8b885dce1ea = L.marker(
                [51.41594922878312,-0.06382164076438471],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_a0b1834faa244c3ab08fe81a4ad9600a = L.marker(
                [51.47364897864486,-0.08497481074716387],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_5556e7346659457fa476e05c409dc657 = L.marker(
                [51.53503757582369,-0.12072760420301423],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_b3bf34a6f358479f9404fa9abfd5f1a2 = L.marker(
                [51.603295347250935,-0.12306044201668462],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_67acf067d146488e91950ed8003ce8ba = L.marker(
                [51.545507578984875,-0.07904648079140356],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_82543e4d784545c691d9ce31efd7902d = L.marker(
                [51.55889056350262,-0.23569863895936763],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_8eca7b3647d04ec58ab746515ef29bdd = L.marker(
                [51.455804195594006,-0.23034341440068198],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_9db8fd8558bc463388283a79bccfe07b = L.marker(
                [51.52260342892575,-0.2252435965526659],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_6f0131fbc178464a8a57ff0fdf3b4ad1 = L.marker(
                [51.428965006954755,-0.23020641613943438],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_44dc6d54c2f140e982728afb707cb0f2 = L.marker(
                [51.553611803979585,-0.10034591969016698],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_ad0b53be4ce1419dbed39ce1a7191c66 = L.marker(
                [51.42124486921644,-0.20105867814059528],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_6ce25c25308640cb86e7b666164392d3 = L.marker(
                [51.48644761850528,-0.22414708230863425],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_a9df8dc990024ea28fd8df98323537b2 = L.marker(
                [51.541680954293724,-0.09205961052814421],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_4f2ab1330bed4707807110bacfc0036a = L.marker(
                [51.46680043871131,-0.16670003435824915],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_a10fc169fb02417e8bd7ad7a972aebca = L.marker(
                [51.58005836959933,-0.10210916162167585],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_ef972143344748fa96d16fd5bc31ef31 = L.marker(
                [51.430385334439045,-0.21443612779960308],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
</script>" style="position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe>
Adding Pop-up Boxes to Our Markers
Often we may wish to not only place markers on the map, but to create interactive pop-ups which display information to that location. To do this, we can add a popup to our markers when adding them to the map!
for p in points:
lat = p[0]
long = p[1]
popup_text = "Lattitude: {}, Longitude: {}".format(lat,long)
popup = folium.Popup(popup_text, parse_html=True)
marker = folium.Marker(location=[lat, long], popup=popup)
marker.add_to(base_map)
base_map<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_PREFER_CANVAS = false; L_NO_TOUCH = false; L_DISABLE_3D = false;</script>
    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.2.0/dist/leaflet.js"></script>
    <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.1/jquery.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@1.2.0/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://rawgit.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>
    
            <style> #map_7cd6398c9cf044f1a07fb7dcd0ce03b4 {
                position : relative;
                width : 100.0%;
                height: 100.0%;
                left: 0.0%;
                top: 0.0%;
                }
            </style>
        
</head>
<body>    
    
            <div class="folium-map" id="map_7cd6398c9cf044f1a07fb7dcd0ce03b4" ></div>
        
</body>
<script>    
    

            
                var bounds = null;
            

            var map_7cd6398c9cf044f1a07fb7dcd0ce03b4 = L.map(
                                  'map_7cd6398c9cf044f1a07fb7dcd0ce03b4',
                                  {center: [51.51,-0.14],
                                  zoom: 13,
                                  maxBounds: bounds,
                                  layers: [],
                                  worldCopyJump: false,
                                  crs: L.CRS.EPSG3857
                                 });
            
        
    
            var tile_layer_8b72937e87564a7fa225935ff0605668 = L.tileLayer(
                'https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png',
                {
  "attribution": null,
  "detectRetina": false,
  "maxZoom": 18,
  "minZoom": 1,
  "noWrap": false,
  "subdomains": "abc"
}
                ).addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
        
    

            var marker_7487968a933241d1b75d6d29f89b5852 = L.marker(
                [51.538622587693744,-0.22427176004400007],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_90d1f396d0d748bdaf486233bfa9a1f6 = L.marker(
                [51.59846389219408,-0.20027226625869268],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_540fbf7709774eaea911c301724d6014 = L.marker(
                [51.58104774974486,-0.10270687703070497],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_7297f19ad8d048db88f51850a7e8c7a3 = L.marker(
                [51.57735099866559,-0.11198471270897198],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_457a305116fc420688c0b8b885dce1ea = L.marker(
                [51.41594922878312,-0.06382164076438471],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_a0b1834faa244c3ab08fe81a4ad9600a = L.marker(
                [51.47364897864486,-0.08497481074716387],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_5556e7346659457fa476e05c409dc657 = L.marker(
                [51.53503757582369,-0.12072760420301423],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    

            var marker_b3bf34a6f358479f9404fa9abfd5f1a2 = L.marker(
                [51.603295347250935,-0.12306044201668462],
                {
                    icon: new L.Icon.Default()
                    }
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            var popup_8b249f72a6104fb583ef9bb12c439d5b = L.popup({maxWidth: '300'});

            
                var html_42ee03abb3f84e6aaed5cb70262c2eef = $('<div id="html_42ee03abb3f84e6aaed5cb70262c2eef" style="width: 100.0%; height: 100.0%;">Lattitude: 51.58005836959933, Longitude: -0.10210916162167585</div>')[0];
                popup_8b249f72a6104fb583ef9bb12c439d5b.setContent(html_42ee03abb3f84e6aaed5cb70262c2eef);
            

            marker_0b1dda88ab6b4ed1b6311be0864d7ba0.bindPopup(popup_8b249f72a6104fb583ef9bb12c439d5b);

            
        
    

            var marker_7684a748f7cb4d9aaed70f2b445693a8 = L.marker(
                [51.430385334439045,-0.21443612779960308],
                {
                    icon: new L.Icon.Default()
                    }
                )
                .addTo(map_7cd6398c9cf044f1a07fb7dcd0ce03b4);
            
    
            var popup_caf17cf0198747a8b553dccaf9018e56 = L.popup({maxWidth: '300'});

            
                var html_4c2f5445519247cdba450c7d95ecb4ae = $('<div id="html_4c2f5445519247cdba450c7d95ecb4ae" style="width: 100.0%; height: 100.0%;">Lattitude: 51.430385334439045, Longitude: -0.21443612779960308</div>')[0];
                popup_caf17cf0198747a8b553dccaf9018e56.setContent(html_4c2f5445519247cdba450c7d95ecb4ae);
            

            marker_7684a748f7cb4d9aaed70f2b445693a8.bindPopup(popup_caf17cf0198747a8b553dccaf9018e56);

            
        
</script>" style="position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe>
Now, if you click on the map markers, you should see a little information box pop up!
Summary
In this codealong, we learned how to use Folium to create some cool interactive maps with only a few lines of python code! In the next lab, you'll synthesize your skills for the day together and create an interactive visualization map for data you retrieve from the Yelp API!
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