var dataset = [[37.38049441, -122.04046815],
[37.38049441, -122.04046815],
[37.38049441, -122.04046815],
[37.79859258, -122.42328555],
[37.80167405, -122.43965453],
[37.78532559, -122.40361793],
[37.78229027, -122.40579998],
[37.7982797, -122.43723815],
[37.42121791, -122.2151668],
[37.42121791, -122.2151668],
[37.32949423, -121.90143483],
[37.80125018, -122.42455065],
[37.33392574, -122.00670057],
[39.50234395, -119.86786681],
[37.78155398, -122.39547014],
[37.78155398, -122.39547014],
[31.19726586, 35.36302658],
[31.477502, 35.386898],
[37.7840328, -122.43300302],
[37.79598335, -122.40626251],
[37.79827759, -122.42747273],
[37.79828489, -122.44717598],
[37.78393, -122.433003],
[37.78393, -122.433003],
[37.80009745, -122.439658],
[37.79647682, -122.42203823],
[37.82472266, -122.45186823],
[37.77660911, -122.38905006],
[37.61576117, -122.38790989],
[36.11603686, -115.17426968],
[36.118691, -115.17585],
[36.118691, -115.17585],
[36.0836502, -115.14985085],
[37.61576117, -122.38790989],
[37.800006, -122.4378754],
[37.778665, -122.41774077],
[37.78789485, -122.40747929],
[37.792861, -122.392363],
[37.78393, -122.433003],
[37.75029014, -122.20294476],
[37.7978607, -122.4286596],
[37.79379, -122.393],
[37.826832, -122.491052],
[40.64902844, -73.78194377],
[37.80023, -122.4395],
[37.77059339, -122.43182761],
[37.77059339, -122.43182761],
[37.76025, -122.41215],
[37.76023, -122.41199],
[37.76614415, -122.42939294],
[37.76617776, -122.42937449],
[37.7661208, -122.42946594],
[37.99517, -122.46531],
[37.78919, -122.40089],
[37.76613125, -122.42941954],
[37.80867078, -122.43037428],
[39.52104, -119.8131],
[37.76493, -122.42233],
[37.79402, -122.39907],
[37.79399, -122.39909],
[37.75108, -122.20049],
[37.75635584, -122.41927966],
[37.76632708, -122.42945496],
[37.76613789, -122.42936044],
[37.77492013, -122.43762416],
[37.7801, -122.39021],
[33.94437, -118.40094],
[34.06674903, -118.44984965],
[34.06664, -118.44845],
[34.06681667, -118.44984147],
[34.06819306, -118.44247907],
[34.06820579, -118.44248629],
[34.06817425, -118.44253283],
[37.80568636, -122.45048073],
[39.50265928, -119.86663568],
[37.77438431, -122.42749737],
[37.76612013, -122.42920292],
[34.07283094, -118.4683974],
[38.95660367, -77.4482698],
[38.92988722, -77.20645691],
[37.80898321, -122.43169989],
[37.80859133, -122.43139564],
[37.80855077, -122.43133356],
[30.26290915, -97.73613041],
[37.52729797, -122.25178528],
[37.76648093, -122.42950282],
[37.71226741, -122.21261144],
[37.7796211, -122.3912277],
[37.61865062, -122.38100052],
[39.50759943, -119.86416337],
[37.80066578, -122.45820697],
[37.7976913, -122.4329605],
[37.61865062, -122.38100052],
[19.9258027, -155.88752502],
[37.80782478, -122.43127054],
[37.78448656, -122.40315955],
[34.0221, -118.481],
[38.64914252, -121.51816104],
[40.7142, -74.0064],
[37.793869, -122.3948593],
[39.50253933, -119.86668932],
[37.99457903, -122.46467818],
[37.87281873, -122.45648861],
[37.2567848, -122.03411448],
[37.79917, -122.44133],
[38.02983, -78.4855],
[37.98267, -78.45517],
[38.8895, -77.01067],
[37.78492, -122.41883],
[37.77986, -122.48336],
[37.78, -122.48333],
[37.79633, -122.39383],
[39.52524, -119.81432],
[39.51017, -119.805],
[37.80053, -122.43791],
[37.80064372, -122.43795387],
[37.78097, -122.40264],
[37.775, -122.418]]
var Clustering = require('dbscan_gps');
var clustering = new Clustering(dataset, 100, "mi", 2);
clustering.fit(function(e, clusters){
if(e)
{
throw e;
}
for(var i=0;i<clusters.length;i++)
{
console.log("cluster: ", i, " || ", clusters[i]);
for(var j=0;j<clusters[i].length;j++)
{
console.log(dataset[clusters[i][j]]);
}
console.log("\n");
}
console.log(clusters);
})