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@ResidentMario
Last active October 24, 2017 11:48
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Custom KDEPlot webmap
license: mit

This webmap demonstates the result of using the geoplot and mplleaflet Python libraries to generate a simple HTML webmap. It was created with the following code:

# Load the data (uses the `quilt` package).
from quilt.data.ResidentMario import geoplot_data
import geopandas as gpd
listings = gpd.read_file(geoplot_data.boston_airbnb_listings())


# Plot the data.
import geoplot as gplt
import matplotlib.pyplot as plt
import mplleaflet

ax = gplt.kdeplot(listings)

fig = plt.gcf()
with open("boston-airbnb-kde.html", 'w') as f:
    f.write(
        mplleaflet.fig_to_html(
            fig, tiles=('http://{s}.tile.openstreetmap.se/hydda/base/{z}/{x}/{y}.png',
                        'Tiles courtesy of <a href="http://openstreetmap.se/" target="_blank">'
                        'OpenStreetMap Sweden</a> &mdash; Map data &copy; '
                        '<a href="http://www.openstreetmap.org/copyright">OpenStreetMap</a>'
                        )
        )
    )
<head>
<script src="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.js"></script>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/leaflet/0.7.3/leaflet.css" />
<style>
#mapfd7c5576885b46888d1c98fd3a158c10 {
height:100%;
}
</style>
</head>
<body>
<div id="mapfd7c5576885b46888d1c98fd3a158c10"></div>
<script text="text/javascript">
var map = L.map('mapfd7c5576885b46888d1c98fd3a158c10');
L.tileLayer(
"http://{s}.tile.openstreetmap.se/hydda/base/{z}/{x}/{y}.png",
{maxZoom:19, attribution: '<a href="https://github.com/jwass/mplleaflet">mplleaflet</a> | Tiles courtesy of <a href="http://openstreetmap.se/" target="_blank">OpenStreetMap Sweden</a> &mdash; Map data &copy; <a href="http://www.openstreetmap.org/copyright">OpenStreetMap</a>'}).addTo(map);
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if (gjData.features.length != 0) {
var gj = L.geoJson(gjData, {
style: function (feature) {
return feature.properties;
},
pointToLayer: function (feature, latlng) {
var icon = L.divIcon({'html': feature.properties.html,
iconAnchor: [feature.properties.anchor_x,
feature.properties.anchor_y],
className: 'empty'}); // What can I do about empty?
return L.marker(latlng, {icon: icon});
}
});
gj.addTo(map);
map.fitBounds(gj.getBounds());
} else {
map.setView([0, 0], 1);
}
</script>
</body>
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