Folium Choropleth

README.md

A choropleth map created with Folium and Pandas. Pull data into a dataframe, bind to a feature of the GeoJSON, map it. Folium allows you to specify any of the color brewer sequential color groups, and also allows you to specify the d3 quantize scale range:

import folium
import json
import pandas as pd
import vincent

county_data = r'us_county_data.csv'
county_geo = r'us-counties.json'

#We want to map the county codes we have in our geometry to those in the
#county_data file, which contains additional rows we don't need
with open(county_geo, 'r') as f:
    get_id = json.load(f)

county_codes = [x['id'] for x in get_id['features']]
county_df = pd.DataFrame({'FIPS_Code': county_codes}, dtype=str)

#Read into Dataframe, cast to string for consistency
df = pd.read_csv(county_data, na_values=[' '])
df['FIPS_Code'] = df['FIPS_Code'].astype(str)

#Perform an inner join, pad NA's with data from nearest county
merged = pd.merge(df, county_df, on='FIPS_Code', how='inner')
merged = merged.fillna(method='pad')

map = folium.Map(location=[39.8282, -98.5795], zoom_start=4)
map.geo_json(county_geo, data=merged,
             columns=['FIPS_Code', 'Unemployed_2011'], key_on='feature.id',
             fill_color='YlGnBu', line_opacity=0.3,
             quantize_range=[0, 5000])
map.create_map()

data.json

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index.html

<!DOCTYPE html>
<head>
   <link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
   <!--[if lte IE 8]>
       <link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.ie.css" />
   <![endif]-->
   <script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
   <script src="http://d3js.org/queue.v1.min.js"></script>
<style>

#map {
  position:absolute;
  top:0;
  bottom:0;
  right:0;
  left:0;
}

</style>
</head>
<body>

        <div id="map" style="width: 960px; height: 500px"></div>

        <script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>

<script>

queue()
    .defer(d3.json, 'data.json')
    .defer(d3.json, 'us-counties.json')
    .await(makeMap)

function makeMap(error, data_1,gjson_1) {

    function matchKey(datapoint, key_variable){
        return(parseFloat(key_variable[0][datapoint]));
    };

    
    var color = d3.scale.quantize()
              .domain([0, 5000])
              .range(['#FFFFCC', '#C7E9B4', '#7FCDBB', '#41B6C4', '#1D91C0', '#225EA8', '#0C2C84']);
    

    var map = L.map('map').setView([39.8282, -98.5795], 4);

    L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
        maxZoom: 18,
        attribution: 'Map data © <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
    }).addTo(map);

    

    

    

    
    function style_1(feature) {
    return {
        fillColor: color(matchKey(feature.id, data_1)),
        weight: 1,
        opacity: 0.3,
        color: 'black',
        fillOpacity: 0.6
    };
}
    

    
    gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
    

};

</script>

</body>

thumbnail.png

us-counties.json

Looks great but would be nice to have the csv referenced in the code attached. I see there is a json but it's not obvious how to reshape it.