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Folium and PySAL
Raw
README.md

Folium and PySAL

This gist demonstrates the combined use of the Python Spatial Analysis Library PySAL together with Folium.

Author: Serge Rey

What is demonstrated

  • Creating geojson from a shapefile via a web request
  • Choropleth classification schemes from PySAL
  • Folium for rendering

The data for this example are for homicide rates in 90 counties surrounding Atlanta, GA. The source is the data archive at the GeoDa Center for Geospatial Computation and Analysis.

The gist also includes html files with other classification schemes (can be opened locally). All code to reproduce these files is in the IPython notebook mapping-atlanta.ipynb

Raw
atl_1.html
<!DOCTYPE html>
<head>
<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
<script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<style>
.legend {
padding: 0px 0px;
font: 10px sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
}
.key path {
display: none;
}
</style>
</head>
<body>
<div id="map" style="width: 960px; height: 500px"></div>
<script>
queue()
.defer(d3.json, 'atl_hom.json')
.await(makeMap)
function makeMap(error, gjson_1) {
function matchKey(datapoint, key_variable){
return(parseFloat(key_variable[0][datapoint]));
};
var map = L.map('map').setView([33.755, -84.39], 7);
L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
maxZoom: 18,
attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
}).addTo(map);
function style_1(feature) {
return {
fillColor: 'blue',
weight: 1,
opacity: 1,
color: 'black',
fillOpacity: 0.6
};
}
gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
};
</script>
</body>
Raw
atl_hom.dbf
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��������������PE82�������N���� ��������������PE87�������N����
��������������RDAC80�����N����
��������������RDAC85�����N����
��������������RDAC90�����N����
��������������
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413655 3.220307 3.176138 4.857098 -0.244708 -0.439502 -0.522730 Cherokee Georgia 1305713057 13 57 13057 7.769548 5.547645 2.985283 21 12 21 270286 216308 703451 2.778567 3.314448 3.961731 -0.884394 -1.348245 -1.556684 Forsyth Georgia 1311713117 13 117 13117 4.889429 8.324084 6.476994 7 9 23 143166 108120 355103 7.125024 3.850152 4.460564 -0.600124 -1.138518 -1.445282 Jackson Georgia 1315713157 13 157 13157 13.928978 9.518144 7.679208 18 8 17 129227 84050 221377 5.422544 4.272494 3.367338 0.205892 -0.159261 -0.382726 Elbert Georgia 1310513105 13 105 13105 14.864994 14.104372 18.739787 14 8 25 94181 56720 133406 6.392184 3.930131 4.528220 0.639770 0.722065 0.760144 Madison Georgia 1319513195 13 195 13195 7.948133 5.151010 11.016427 7 3 17 88071 58241 154315 5.611831 3.140689 2.120117 -0.057655 -0.247883 -0.302842 Etowah Alabama 0105501055 1 55 1055 13.417755 11.139323 10.366579 69 34 73 514244 305225 704186 5.283321 6.315855 6.954265 0.360856 0.262993 0.181083 Fulton Georgia 1312113121 13 121 13121 28.693880 27.730722 29.370922 864 533 1382 3011095 1922056 4705334 6.439624 5.566294 4.197333 2.287277 1.964545 1.524987 Gwinnett Georgia 1313513135 13 135 13135 4.208353 5.642975 3.872291 38 47 107 902966 832894 2763222 4.580761 5.377853 3.866283 -1.647628 -1.767002 -1.799208 Barrow Georgia 1301313013 13 13 13013 18.265674 9.063483 11.544473 20 7 26 109495 77233 225216 6.120721 6.488934 5.324384 0.129183 -0.127135 -0.330774 Cobb Georgia 1306713067 13 67 13067 7.971606 5.514976 5.535022 124 65 186 1555521 1178609 3360420 4.852866 5.459033 4.597056 -1.232344 -1.378499 -1.444577 Polk Georgia 1323313233 13 233 13233 12.871827 6.951824 11.235160 21 7 27 163147 100693 240317 4.483247 4.800711 5.497714 0.270717 0.164385 0.118102 Paulding Georgia 1322313223 13 223 13223 8.913252 15.045135 5.285707 12 15 18 134631 99700 340541 4.411622 3.915859 3.011721 -0.581324 -1.016047 -1.270930 Clarke Georgia 1305913059 13 59 13059 9.965697 7.310892 10.645350 38 18 66 381308 246208 619989 5.043474 5.077869 4.955355 0.750520 0.945602 0.998910 Oglethorpe Georgia 1322113221 13 221 13221 13.270520 14.122798 12.608574 6 4 9 45213 28323 71380 2.138643 3.296465 2.444571 0.675604 0.397621 0.169302 Wilkes Georgia 1331713317 13 317 13317 10.913853 9.036417 9.409867 6 3 7 54976 33199 74390 3.419183 3.315714 3.538870 1.721569 1.717281 1.641282 Calhoun Alabama 0101501015 1 15 1015 11.650434 11.280570 13.743560 70 40 111 600836 354592 807651 3.991195 3.584222 3.786775 0.178587 0.080222 0.029961 Oconee Georgia 1321913219 13 219 13219 7.768076 2.210482 5.287129 5 1 7 64366 45239 132397 5.587484 3.961184 3.108634 -0.545097 -0.828758 -1.007987 De Kalb Georgia 1308913089 13 89 13089 11.655774 12.144973 15.537506 285 192 613 2445140 1580901 3945292 3.296870 4.561076 4.572441 -0.230428 -0.082140 -0.002935 Cleburne Alabama 0102901029 1 29 1029 18.881878 10.553811 16.558485 12 4 15 63553 37901 90588 3.041682 3.737433 3.466258 -0.087286 -0.270860 -0.356134 Walton Georgia 1329713297 13 297 13297 12.090129 8.585492 8.217715 19 9 24 157153 104828 292052 4.457012 4.385732 4.433560 0.281444 0.038638 -0.149754 Haralson Georgia 1314313143 13 143 13143 10.641921 8.011793 6.360271 10 5 10 93968 62408 157226 5.417985 4.871606 4.928766 -0.095140 -0.248022 -0.361340 Carroll Georgia 1304513045 13 45 13045 12.027491 10.694697 8.870924 35 21 46 291000 196359 518548 3.353003 3.432090 2.995487 0.118297 -0.006623 -0.118026 Morgan Georgia 1321113211 13 211 13211 15.323583 10.743735 9.630200 9 4 9 58733 37231 93456 5.098789 5.704561 4.274978 1.120607 0.799206 0.552520 Douglas Georgia 1309713097 13 97 13097 9.302292 6.193037 5.854757 26 12 31 279501 193766 529484 2.941696 5.353188 3.021740 -1.322913 -1.351451 -1.289694 Rockdale Georgia 1324713247 13 247 13247 4.789986 8.838802 3.912564 9 12 16 187892 135765 408939 4.765692 4.577791 5.000079 -1.203501 -1.289527 -1.302747 Greene Georgia 1313313133 13 133 13133 17.314218 14.404241 16.330911 10 5 14 57756 34712 85727 4.723376 2.632368 3.957154 1.771326 1.967551 2.059107 Newton Georgia 1321713217 13 217 13217 13.992903 20.508263 9.458859 25 24 30 178662 117026 317163 5.101472 5.183675 3.986803 0.095236 0.018585 0.003761 Taliaferro Georgia 1326513265 13 265 13265 19.349845 16.103060 23.228804 2 1 3 10336 6210 12915 5.895954 5.437100 5.535586 3.309996 2.844978 2.405909 Talladega Alabama 0112101121 1 121 1121 9.945969 9.316357 12.955071 37 21 68 372010 225410 524891 3.839917 4.012136 3.483949 0.910029 0.896945 0.864980 Clayton Georgia 1306313063 13 63 13063 7.822084 9.950467 10.144222 60 50 134 767059 502489 1320949 5.283019 5.915541 5.316768 -1.183199 -0.789391 -0.477559 Henry Georgia 1315113151 13 151 13151 13.447729 8.726194 5.803169 25 12 28 185905 137517 482495 5.999195 4.540127 3.922966 -0.600815 -1.138669 -1.451125 Fayette Georgia 1311313113 13 113 13113 5.731316 3.494964 3.305901 9 5 16 157032 143063 483983 5.185688 5.961913 6.623303 -1.697320 -2.035866 -2.184822 Jasper Georgia 1315913159 13 159 13159 2.607018 21.394035 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149 13149 12.182865 0.000000 4.761073 4 0 3 32833 22703 63011 4.005935 2.802079 4.416584 0.168312 0.241719 0.256674 Spalding Georgia 1325513255 13 255 13255 15.630077 17.374070 13.049018 38 27 51 243121 155404 390834 5.498095 5.405901 6.413676 0.712268 0.625184 0.527349 Meriwether Georgia 1319913199 13 199 13199 19.774011 12.389463 18.911337 21 8 30 106200 64571 158635 5.475315 5.927100 3.244501 1.317521 1.351740 1.322676 Troup Georgia 1328513285 13 285 13285 12.674221 15.478439 12.843889 32 25 51 252481 161515 397076 6.883338 4.560061 3.812650 1.086532 0.819876 0.573770 Lamar Georgia 1317113171 13 171 13171 6.592392 7.878772 7.464119 4 3 7 60676 38077 93782 4.048843 5.690462 5.970874 0.516541 0.743496 0.860858 Monroe Georgia 1320713207 13 207 13207 6.794955 12.527927 9.576404 5 6 12 73584 47893 125308 4.850174 7.660079 5.793786 0.892645 0.427235 0.109093 Pike Georgia 1323113231 13 231 13231 4.524580 14.125291 6.744271 2 4 5 44203 28318 74137 4.111210 4.617444 3.558914 -0.227569 -0.316149 -0.348852 Baldwin Georgia 1300913009 13 9 13009 14.538053 13.815494 7.755080 26 16 22 178841 115812 283685 5.978510 4.215206 3.354801 0.622059 0.922519 1.099701 Jones Georgia 1316913169 13 169 13169 10.554090 8.576476 6.071973 9 5 9 85275 58299 148222 1.800720 3.654066 4.596799 0.134309 -0.010033 -0.106471 Chambers Alabama 0101701017 1 17 1017 15.786606 16.623358 16.584451 31 19 43 196369 114297 259279 4.304015 5.173333 6.079671 0.823855 0.750034 0.698915 Tallapoosa Alabama 0112301123 1 123 1123 14.992736 10.354915 16.740056 29 12 46 193427 115887 274790 4.594574 4.297338 5.660003 0.650857 0.529719 0.459803 Wilkinson Georgia 1331913319 13 319 13319 15.408320 9.621244 17.912257 8 3 13 51920 31181 72576 6.011333 5.186003 5.811701 0.938837 0.698702 0.507253 Upson Georgia 1329313293 13 293 13293 8.390414 8.879305 5.933438 11 7 11 131102 78835 185390 4.049965 3.309141 2.865864 0.726408 0.552252 0.407802 Bibb Georgia 1302113021 13 21 13021 16.901795 14.735541 18.709826 128 67 200 757316 454683 1068957 6.590556 5.979030 5.095766 1.183559 1.266168 1.282627 Twiggs Georgia 1328913289 13 289 13289 12.728314 6.870019 17.490417 6 2 12 47139 29112 68609 4.716007 3.616879 4.064283 0.928311 1.276082 1.521147 Talbot Georgia 1326313263 13 263 13263 3.032692 5.207520 17.218001 1 1 8 32974 19203 46463 4.935370 2.664835 5.102848 1.881499 1.994781 2.024711 Harris Georgia 1314513145 13 145 13145 10.414904 9.905698 9.933522 8 5 13 76813 50476 130870 4.718853 5.251323 4.524469 0.766790 0.379812 0.046540 Crawford Georgia 1307913079 13 79 13079 10.698334 4.126604 6.076349 4 1 4 37389 24233 65829 2.248677 4.859279 5.091650 0.693066 0.314314 0.005875 Lee Alabama 0108101081 1 81 1081 8.235303 4.859224 7.967442 32 12 50 388571 246953 627554 4.777087 4.976995 3.913853 0.562183 0.461834 0.358403 Taylor Georgia 1326913269 13 269 13269 15.164152 25.903380 14.727269 6 6 8 39567 23163 54321 4.064555 6.054323 5.465116 2.439774 2.396404 2.206930 Peach Georgia 1322513225 13 225 13225 15.991471 16.916753 9.093094 15 10 14 93800 59113 153963 5.802087 5.637201 4.677199 2.033021 1.831894 1.573463 Houston Georgia 1315313153 13 153 13153 6.807678 9.506758 8.553431 27 24 56 396611 252452 654708 5.238009 5.109191 4.700373 -0.549791 -0.447774 -0.368629 Muscogee Georgia 1321513215 13 215 13215 15.084969 15.131221 12.477725 130 81 160 861785 535317 1282285 5.072788 3.358564 4.951852 1.074347 1.158498 1.135739 Marion Georgia 1319713197 13 197 13197 14.999813 0.000000 4.859559 4 0 2 26667 16704 41156 1.915125 2.609446 5.247272 2.470440 2.394207 2.219671
Display the source blob
Display the rendered blob
Raw
atl_hom.json
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Raw
data.json
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Raw
homicide_1.html
<!DOCTYPE html>
<head>
<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
<script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<style>
.legend {
padding: 0px 0px;
font: 10px sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
}
.key path {
display: none;
}
</style>
</head>
<body>
<div id="map" style="width: 960px; height: 500px"></div>
<script>
queue()
.defer(d3.json, 'data.json')
.defer(d3.json, 'atl_hom.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.threshold()
.domain([2.0, 9.0, 10.0, 20.0, 20.0])
.range(['#FFFFCC', '#D9F0A3', '#ADDD8E', '#78C679', '#41AB5D', '#238443']);
var map = L.map('map').setView([33.755, -84.39], 7);
L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
maxZoom: 18,
attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
}).addTo(map);
function style_1(feature) {
return {
fillColor: color(matchKey(feature.properties.FIPS, data_1)),
weight: 1,
opacity: 0.2,
color: 'black',
fillOpacity: 0.7
};
}
gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
var legend = L.control({position: 'topright'});
legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
legend.addTo(map);
var x = d3.scale.linear()
.domain([0, 22])
.range([0, 400]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("top")
.tickSize(1)
.tickValues(color.domain())
var svg = d3.select(".legend.leaflet-control").append("svg")
.attr("id", 'legend')
.attr("width", 450)
.attr("height", 40);
var g = svg.append("g")
.attr("class", "key")
.attr("transform", "translate(25,16)");
g.selectAll("rect")
.data(color.range().map(function(d, i) {
return {
x0: i ? x(color.domain()[i - 1]) : x.range()[0],
x1: i < color.domain().length ? x(color.domain()[i]) : x.range()[1],
z: d
};
}))
.enter().append("rect")
.attr("height", 10)
.attr("x", function(d) { return d.x0; })
.attr("width", function(d) { return d.x1 - d.x0; })
.style("fill", function(d) { return d.z; });
g.call(xAxis).append("text")
.attr("class", "caption")
.attr("y", 21)
.text('Homicide Rate HR8995');
};
</script>
</body>
Raw
homicide_MB.html
<!DOCTYPE html>
<head>
<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
<script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<style>
.legend {
padding: 0px 0px;
font: 10px sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
}
.key path {
display: none;
}
</style>
</head>
<body>
<div id="map" style="width: 960px; height: 500px"></div>
<script>
queue()
.defer(d3.json, 'data.json')
.defer(d3.json, 'atl_hom.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.threshold()
.domain([12.011099, 18.3110415, 21.0700705, 26.299863000000002])
.range(['#FFFFCC', '#D9F0A3', '#ADDD8E', '#78C679', '#41AB5D']);
var map = L.map('map').setView([33.755, -84.39], 7);
L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
maxZoom: 18,
attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
}).addTo(map);
function style_1(feature) {
return {
fillColor: color(matchKey(feature.properties.FIPS, data_1)),
weight: 1,
opacity: 0.2,
color: 'black',
fillOpacity: 0.7
};
}
gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
var legend = L.control({position: 'topright'});
legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
legend.addTo(map);
var x = d3.scale.linear()
.domain([0, 28])
.range([0, 400]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("top")
.tickSize(1)
.tickValues(color.domain())
var svg = d3.select(".legend.leaflet-control").append("svg")
.attr("id", 'legend')
.attr("width", 450)
.attr("height", 40);
var g = svg.append("g")
.attr("class", "key")
.attr("transform", "translate(25,16)");
g.selectAll("rect")
.data(color.range().map(function(d, i) {
return {
x0: i ? x(color.domain()[i - 1]) : x.range()[0],
x1: i < color.domain().length ? x(color.domain()[i]) : x.range()[1],
z: d
};
}))
.enter().append("rect")
.attr("height", 10)
.attr("x", function(d) { return d.x0; })
.attr("width", function(d) { return d.x1 - d.x0; })
.style("fill", function(d) { return d.z; });
g.call(xAxis).append("text")
.attr("class", "caption")
.attr("y", 21)
.text('Homicide Rate HR8995 (Maximum Breaks)');
};
</script>
</body>
Raw
homicide_q5.html
<!DOCTYPE html>
<head>
<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
<script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<style>
.legend {
padding: 0px 0px;
font: 10px sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
}
.key path {
display: none;
}
</style>
</head>
<body>
<div id="map" style="width: 960px; height: 500px"></div>
<script>
queue()
.defer(d3.json, 'data.json')
.defer(d3.json, 'atl_hom.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.threshold()
.domain([5.7491044, 7.5545626, 9.7104188, 13.187926400000002])
.range(['#FFFFCC', '#D9F0A3', '#ADDD8E', '#78C679', '#41AB5D']);
var map = L.map('map').setView([33.755, -84.39], 7);
L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
maxZoom: 18,
attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
}).addTo(map);
function style_1(feature) {
return {
fillColor: color(matchKey(feature.properties.FIPS, data_1)),
weight: 1,
opacity: 0.2,
color: 'black',
fillOpacity: 0.7
};
}
gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
var legend = L.control({position: 'topright'});
legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
legend.addTo(map);
var x = d3.scale.linear()
.domain([0, 14])
.range([0, 400]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("top")
.tickSize(1)
.tickValues(color.domain())
var svg = d3.select(".legend.leaflet-control").append("svg")
.attr("id", 'legend')
.attr("width", 450)
.attr("height", 40);
var g = svg.append("g")
.attr("class", "key")
.attr("transform", "translate(25,16)");
g.selectAll("rect")
.data(color.range().map(function(d, i) {
return {
x0: i ? x(color.domain()[i - 1]) : x.range()[0],
x1: i < color.domain().length ? x(color.domain()[i]) : x.range()[1],
z: d
};
}))
.enter().append("rect")
.attr("height", 10)
.attr("x", function(d) { return d.x0; })
.attr("width", function(d) { return d.x1 - d.x0; })
.style("fill", function(d) { return d.z; });
g.call(xAxis).append("text")
.attr("class", "caption")
.attr("y", 21)
.text('Homicide Rate HR8995 (Quintiles)');
};
</script>
</body>
Raw
index.html
<!DOCTYPE html>
<head>
<link rel="stylesheet" href="http://cdn.leafletjs.com/leaflet-0.5/leaflet.css" />
<script src="http://cdn.leafletjs.com/leaflet-0.5/leaflet.js"></script>
<script src="http://d3js.org/d3.v3.min.js" charset="utf-8"></script>
<script src="http://d3js.org/queue.v1.min.js"></script>
<style>
.legend {
padding: 0px 0px;
font: 10px sans-serif;
background: white;
background: rgba(255,255,255,0.8);
box-shadow: 0 0 15px rgba(0,0,0,0.2);
border-radius: 5px;
}
.key path {
display: none;
}
</style>
</head>
<body>
<div id="map" style="width: 960px; height: 500px"></div>
<script>
queue()
.defer(d3.json, 'data.json')
.defer(d3.json, 'atl_hom.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.threshold()
.domain([6.4769940000000004, 9.933522, 13.74356, 18.911337])
.range(['#FFFFCC', '#D9F0A3', '#ADDD8E', '#78C679', '#41AB5D']);
var map = L.map('map').setView([33.755, -84.39], 7);
L.tileLayer('http://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
maxZoom: 18,
attribution: 'Map data (c) <a href="http://openstreetmap.org">OpenStreetMap</a> contributors'
}).addTo(map);
function style_1(feature) {
return {
fillColor: color(matchKey(feature.properties.FIPS, data_1)),
weight: 1,
opacity: 0.2,
color: 'black',
fillOpacity: 0.7
};
}
gJson_layer_1 = L.geoJson(gjson_1, {style: style_1}).addTo(map)
var legend = L.control({position: 'topright'});
legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};
legend.addTo(map);
var x = d3.scale.linear()
.domain([0, 20])
.range([0, 400]);
var xAxis = d3.svg.axis()
.scale(x)
.orient("top")
.tickSize(1)
.tickValues(color.domain())
var svg = d3.select(".legend.leaflet-control").append("svg")
.attr("id", 'legend')
.attr("width", 450)
.attr("height", 40);
var g = svg.append("g")
.attr("class", "key")
.attr("transform", "translate(25,16)");
g.selectAll("rect")
.data(color.range().map(function(d, i) {
return {
x0: i ? x(color.domain()[i - 1]) : x.range()[0],
x1: i < color.domain().length ? x(color.domain()[i]) : x.range()[1],
z: d
};
}))
.enter().append("rect")
.attr("height", 10)
.attr("x", function(d) { return d.x0; })
.attr("width", function(d) { return d.x1 - d.x0; })
.style("fill", function(d) { return d.z; });
g.call(xAxis).append("text")
.attr("class", "caption")
.attr("y", 21)
.text('Homicide Rate HR8995 (Fisher Jenks)');
};
</script>
</body>
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