In [1]:
import os
import folium

print(folium.__version__)


0.2.1

In [34]:
import numpy as np

data = (np.random.normal(size=(100, 3)) *
        np.array([[1, 1, 1]]) +
        np.array([[37.8, -122, 1]])).tolist()

In [35]:
from folium.plugins import HeatMap

m = folium.Map([37.871775, -122.274603], zoom_start=6)

HeatMap(data).add_to(m)
m.save(os.path.join('/Users/ryin/Documents/lbnl/pge-adr/results', 'Heatmap.html'))

In [36]:
m


Out[36]:

In [33]:
data


Out[33]:
[[47.06205617194103, 4.58822250362045, 0.9253423272944543],
 [47.808266896861056, 5.115216052204825, 1.4875976793461154],
 [48.599332772157986, 3.694164397580834, 2.1129172177828774],
 [47.56761902939867, 8.338444199854505, 0.44715254885520694],
 [47.22154369352675, 3.599286604846289, -0.0671070905559632],
 [47.67920627940319, 6.134996355678008, 0.30369831721782514],
 [47.383183381885814, 3.883597977566875, 1.027229665169406],
 [48.63949849092045, 6.039353425780801, 0.42248824912767224],
 [48.49544795440687, 4.9906091078775985, 2.378577422221004],
 [48.72736620352256, 4.027789049866675, 2.728675161483628],
 [48.90487903411647, 5.298567370403924, 1.0809124375538102],
 [47.88239711250996, 5.322192293931699, 1.6962102888225674],
 [48.05842400657868, 5.1813513347591345, 0.8372283631956802],
 [47.98640408872949, 5.463477744137874, 0.04366756904926716],
 [49.29046076766781, 6.335629163869265, -0.2735856925603044],
 [47.67150511233884, 4.597354619065712, -0.6993244801631342],
 [50.338820572972345, 3.2363025103815253, -1.3714648007986807],
 [48.92015764888803, 4.387872258474756, 0.6514225858736071],
 [47.57599740446691, 4.458291944507276, -0.11037570944176966],
 [47.83892320136382, 5.009630993233446, 0.6977400681078778],
 [48.59422155699444, 5.250020946908915, 2.6831755869924745],
 [46.64221216768325, 5.153536415815462, 0.28477569131102265],
 [46.93312472613903, 4.425664862133909, -0.13663648196284583],
 [47.58298433596214, 6.345415898070628, 0.688160466678063],
 [47.61917192526461, 2.5723621185273755, 1.7758110785546266],
 [48.52474471430183, 4.2869218070690644, 0.8545654553791812],
 [49.0587515119211, 7.214391846970116, 3.201137546941984],
 [49.91389103176099, 5.161908044465351, -0.1539160833952422],
 [48.53648881955464, 5.116392392399337, 0.38339321331843823],
 [46.62667261002382, 4.293509510095157, 1.636466115840403],
 [46.69114076103031, 4.837058602246633, 2.301930676482049],
 [46.78229413852178, 6.248705059506058, 2.3050235410737896],
 [47.27482390044846, 4.177618607208979, 0.20169669615513974],
 [46.891416190099335, 5.676524879726402, 0.5633754715770217],
 [48.91689997064284, 4.570595741181972, 2.330462153028675],
 [48.07799447266883, 4.987789346061717, 0.4884005398170671],
 [48.10690874718025, 3.332886400521942, 0.9843338074868943],
 [46.429295786535604, 6.346572229114482, -0.8073836764237341],
 [47.775554513573205, 6.316449870351599, -0.7277657446438712],
 [47.24644546980631, 5.920130925634192, 0.0859992163948563],
 [47.68526714965266, 5.763161253529596, 1.1816397651762682],
 [47.86370407375801, 3.3405586181342413, 0.6657044916128257],
 [48.44582258209436, 6.127940980292057, 0.3284146912358826],
 [48.138845741755574, 3.4826169833696, 1.5278268954460934],
 [48.059363428898116, 6.130943684260543, 2.0593111199792795],
 [48.88717690400425, 6.503324345006792, 1.657395203139273],
 [47.10358692666687, 5.9881499521309856, -0.0136394306982357],
 [47.12383146699497, 4.370263814461866, 0.7660904609853013],
 [47.22791032362279, 5.759679374130678, -0.043231325293741074],
 [46.915416972810135, 5.189754434631018, 3.1539296441971767],
 [48.67961059788067, 3.023151905751812, 1.0663163739765398],
 [48.80919862927293, 3.4806646803847077, -0.9785363598992591],
 [48.183637911484404, 4.512853260921651, 1.9043694383107264],
 [46.492161682347614, 5.56149559731759, 0.9000817944509985],
 [47.766734679705806, 4.8719259501775785, 1.1703357627840527],
 [48.92494593542884, 7.328247135738058, 0.43433181605391946],
 [48.82200088159581, 4.847841437361576, 1.5532385221376273],
 [48.82390634099254, 5.483486124084029, 0.0030976462841243446],
 [49.61443543772855, 4.3950770590255575, 2.502466876521815],
 [46.66700016338813, 4.010019581799585, -0.2775936725705028],
 [48.51928029929394, 4.581032407805758, 1.8055210703603408],
 [48.53129113238668, 5.007918014311274, 2.121511078753346],
 [48.24575570243606, 5.34688572564883, 0.15235909606863007],
 [47.84836827267331, 4.480241526287941, 1.373899652899963],
 [45.4237116991292, 3.623330508760243, -0.15345139430269805],
 [47.77228276068556, 3.7423501275827435, 0.16409350078191287],
 [47.79273856663688, 5.076043298391606, 0.7720086326908553],
 [47.444200120251004, 4.975410268754422, 0.5348904818602636],
 [48.683948325717154, 7.625215165822345, 0.9539615981931514],
 [47.38022498226669, 5.198969608284514, 1.6205805308927572],
 [48.250703547918164, 4.566317962859299, 0.6378382358733004],
 [48.14587025070616, 5.6443987948427585, 1.7069778132982263],
 [47.908655025337055, 4.908288070667855, 2.2051314860987192],
 [46.991169996145445, 5.379081139018527, 1.8107991869023232],
 [48.47251949895665, 5.751516170163252, -0.7688669857786061],
 [49.61478120737226, 3.0370544586844703, 1.113897209512037],
 [46.99909445784553, 5.803967460271097, 1.2580496325290307],
 [48.37177524210887, 5.813418220761881, 0.9791463905071788],
 [45.93341161439438, 4.446140256064354, 0.2513685084829279],
 [48.49847394280407, 4.142205070791038, 3.3997514829799917],
 [47.700241250639415, 4.845868768577622, 1.4589319674247876],
 [48.008880658323946, 4.905287491148458, 1.0157119349422759],
 [47.80403882318479, 4.374890380370835, 0.8133916726438469],
 [46.524999703098295, 5.000765489073973, 0.16432796774442837],
 [47.86782387917222, 5.106846655128276, -0.2718858380851257],
 [46.93182760285114, 5.332002987178526, -0.3075379965589571],
 [49.58839865586757, 4.401880115576867, 0.20263574923804328],
 [49.646854303587716, 4.323743409637151, -0.3346970507353042],
 [46.9339731716226, 5.374396754581569, 0.8175815025147808],
 [46.9838894745713, 3.2791738577603926, 3.1483657942531256],
 [47.83094472554546, 5.286904665429629, 0.5418367034646768],
 [46.77313588893377, 5.3050181039014195, 0.6183870527475269],
 [49.164750741626136, 4.6652421955408885, 0.9889253617524333],
 [48.49510788050999, 6.471994927219758, 1.6875095339165673],
 [48.20835575993644, 4.270875114276722, 0.7985233076741802],
 [47.276171939037766, 4.539960323673575, 1.8067104285965065],
 [46.83783914475613, 5.417025710261169, 0.5091875157823644],
 [48.445690850647225, 6.414345097821811, 1.233224170980698],
 [48.345430364465116, 6.0240832730021605, 0.4682800541103863],
 [46.452285749589585, 4.313371556555614, 1.5017544680933024]]

In [ ]: