tower-heatmap.ipynb

{
 "metadata": {
  "name": "tower-heatmap"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": "with open('C:\\Users\\Maxim\\Downloads\\FO2013CollegeMap.kml', 'r') as f:\n    text = f.read()\ntext",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "pyout",
       "prompt_number": 3,
       "text": "'<?xml version=\"1.0\" encoding=\"UTF-8\"?>\\n<kml xmlns=\"http://earth.google.com/kml/2.2\">\\n<Document>\\n  <name>FO2013 College Map</name>\\n  <description><![CDATA[A map of the colleges that we are committed to attending.\\n\\n114/140]]></description>\\n  <Style id=\"style58\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style20\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style15\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style7\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style37\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style39\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style57\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style60\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style13\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style21\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style32\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style12\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style59\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style16\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style55\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style4\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style9\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style14\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style36\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style31\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style29\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style10\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style49\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style17\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style18\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style11\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style24\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style53\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style35\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style27\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style42\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style43\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style40\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style5\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style45\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style6\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style41\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style47\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style38\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style52\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style2\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style1\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style33\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style50\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style63\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style44\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style22\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style30\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style56\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style19\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style51\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style64\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style26\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style3\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style54\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style34\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style28\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style62\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style46\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style61\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style48\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style23\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style8\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Style id=\"style25\">\\n    <IconStyle>\\n      <Icon>\\n        <href>http://maps.gstatic.com/mapfiles/ms2/micons/blue-dot.png</href>\\n      </Icon>\\n    </IconStyle>\\n  </Style>\\n  <Placemark>\\n    <name>Harvard</name>\\n    <description><![CDATA[<div dir=\"ltr\">Andy K.,<br>Jay,<br>Viktor</div>]]></description>\\n    <styleUrl>#style58</styleUrl>\\n    <Point>\\n      <coordinates>-71.115746,42.376141,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Wellesley</name>\\n    <description><![CDATA[<div dir=\"ltr\">Gabby</div>]]></description>\\n    <styleUrl>#style20</styleUrl>\\n    <Point>\\n      <coordinates>-71.304016,42.293690,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Brown</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sean Blake</div>]]></description>\\n    <styleUrl>#style15</styleUrl>\\n    <Point>\\n      <coordinates>-71.402954,41.826820,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Duke</name>\\n    <description><![CDATA[<div dir=\"ltr\">Nicky,<br>Drew,<br>Sean M.,<br>Kyron</div>]]></description>\\n    <styleUrl>#style7</styleUrl>\\n    <Point>\\n      <coordinates>-78.923981,36.004883,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Clarkson</name>\\n    <description><![CDATA[<div dir=\"ltr\">Samer</div>]]></description>\\n    <styleUrl>#style37</styleUrl>\\n    <Point>\\n      <coordinates>-74.994225,44.666882,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UPenn</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kevin W. (Wharton)</div>]]></description>\\n    <styleUrl>#style39</styleUrl>\\n    <Point>\\n      <coordinates>-75.194252,39.953110,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Cornell</name>\\n    <description><![CDATA[<div dir=\"ltr\">Brendan,<br>John,<br>Carolinne,<br>Michael Y.,<br>Hope,<br>Luke,<br>Savanna</div>]]></description>\\n    <styleUrl>#style57</styleUrl>\\n    <Point>\\n      <coordinates>-76.476562,42.446388,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Georgetown</name>\\n    <description><![CDATA[<div dir=\"ltr\">Eamon,<br>Katharine,<br>Justin,<br>Natasha</div>]]></description>\\n    <styleUrl>#style60</styleUrl>\\n    <Point>\\n      <coordinates>-77.074951,38.909218,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Dartmouth</name>\\n    <description><![CDATA[<div dir=\"ltr\">Christian,<br>Andrew,<br>Danielle</div>]]></description>\\n    <styleUrl>#style13</styleUrl>\\n    <Point>\\n      <coordinates>-72.288490,43.704582,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Stanford</name>\\n    <description><![CDATA[<div dir=\"ltr\">Emily,<br>Jessie W.</div>]]></description>\\n    <styleUrl>#style21</styleUrl>\\n    <Point>\\n      <coordinates>-122.168228,37.423550,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Vanderbilt</name>\\n    <description><![CDATA[<div dir=\"ltr\">Caroline,<br>Alexa,<br>Jack</div>]]></description>\\n    <styleUrl>#style32</styleUrl>\\n    <Point>\\n      <coordinates>-86.804398,36.143387,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Yale</name>\\n    <description><![CDATA[<div dir=\"ltr\">Geny,<br>Stephanie,<br>Ben</div>]]></description>\\n    <styleUrl>#style12</styleUrl>\\n    <Point>\\n      <coordinates>-72.930161,41.310051,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>WashU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Ashley,<br>Jamere,<br>Cassie</div>]]></description>\\n    <styleUrl>#style59</styleUrl>\\n    <Point>\\n      <coordinates>-90.308647,38.647846,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Columbia</name>\\n    <description><![CDATA[<div dir=\"ltr\">Alice (Fu Foundation),<br>Devon,<br>Tomer</div>]]></description>\\n    <styleUrl>#style16</styleUrl>\\n    <Point>\\n      <coordinates>-73.960907,40.808029,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>William and Mary</name>\\n    <description><![CDATA[<div dir=\"ltr\">Oliver</div>]]></description>\\n    <styleUrl>#style55</styleUrl>\\n    <Point>\\n      <coordinates>-76.714142,37.271049,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Notre Dame</name>\\n    <description><![CDATA[<div dir=\"ltr\">Brian,<br>Michael P.,<br>Tom,<br>Brynn</div>]]></description>\\n    <styleUrl>#style4</styleUrl>\\n    <Point>\\n      <coordinates>-86.235893,41.702396,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>MIT</name>\\n    <description><![CDATA[<div dir=\"ltr\">Alicia C.</div>]]></description>\\n    <styleUrl>#style9</styleUrl>\\n    <Point>\\n      <coordinates>-71.093430,42.358829,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>CU Boulder</name>\\n    <description><![CDATA[<div dir=\"ltr\">Stephen</div>]]></description>\\n    <styleUrl>#style14</styleUrl>\\n    <Point>\\n      <coordinates>-105.266792,40.007862,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UCSC</name>\\n    <description><![CDATA[<div dir=\"ltr\">Baylor</div>]]></description>\\n    <styleUrl>#style36</styleUrl>\\n    <Point>\\n      <coordinates>-122.060982,36.991173,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Chapman</name>\\n    <description><![CDATA[<div dir=\"ltr\">Jessie L.</div>]]></description>\\n    <styleUrl>#style31</styleUrl>\\n    <Point>\\n      <coordinates>-117.851715,33.793415,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Villanova</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sheila</div>]]></description>\\n    <styleUrl>#style29</styleUrl>\\n    <Point>\\n      <coordinates>-75.337845,40.034744,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UChicago</name>\\n    <description><![CDATA[<div dir=\"ltr\">Michael Hinkley,<br>Frances,<br>Isabella F.</div>]]></description>\\n    <styleUrl>#style10</styleUrl>\\n    <Point>\\n      <coordinates>-87.599319,41.789104,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>USC</name>\\n    <description><![CDATA[<div dir=\"ltr\">Thomas Kelleher (SCA),<br>Robin,<br>Michael A.,<br>Alexandra A.,<br>Kevin K.,<br>Ryon,<br>Natesa,<br>Aaron</div>]]></description>\\n    <styleUrl>#style49</styleUrl>\\n    <Point>\\n      <coordinates>-118.283958,34.018375,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>University of Rochester</name>\\n    <description><![CDATA[<div dir=\"ltr\">Michael Haft</div>]]></description>\\n    <styleUrl>#style17</styleUrl>\\n    <Point>\\n      <coordinates>-77.628281,43.128365,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>St. John&#39;s</name>\\n    <description><![CDATA[<div dir=\"ltr\">Robert</div>]]></description>\\n    <styleUrl>#style18</styleUrl>\\n    <Point>\\n      <coordinates>-73.796715,40.722542,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Middle Tennessee State</name>\\n    <description><![CDATA[<div dir=\"ltr\">Coral</div>]]></description>\\n    <styleUrl>#style11</styleUrl>\\n    <Point>\\n      <coordinates>-86.370094,35.843769,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Purdue</name>\\n    <description><![CDATA[<div dir=\"ltr\">Zack L.</div>]]></description>\\n    <styleUrl>#style24</styleUrl>\\n    <Point>\\n      <coordinates>-86.921509,40.426239,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Northwestern</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kelly,<br>Gordon</div>]]></description>\\n    <styleUrl>#style53</styleUrl>\\n    <Point>\\n      <coordinates>-87.679008,42.050121,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UC Berkeley</name>\\n    <description><![CDATA[<div dir=\"ltr\">George,<br>Michael C.,<br>Maddy E.,<br>Maddy D.,<br>Chris,<br>Catriona</div>]]></description>\\n    <styleUrl>#style35</styleUrl>\\n    <Point>\\n      <coordinates>-122.261055,37.870956,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Emory</name>\\n    <description><![CDATA[<div dir=\"ltr\">David H.,<br>Audrey</div>]]></description>\\n    <styleUrl>#style27</styleUrl>\\n    <Point>\\n      <coordinates>-84.323456,33.797462,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Northeastern</name>\\n    <description><![CDATA[<div dir=\"ltr\">Claire</div>]]></description>\\n    <styleUrl>#style42</styleUrl>\\n    <Point>\\n      <coordinates>-71.087769,42.339561,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>NYU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Amaya,<br>Ariana</div>]]></description>\\n    <styleUrl>#style43</styleUrl>\\n    <Point>\\n      <coordinates>-73.996742,40.727749,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UCLA</name>\\n    <description><![CDATA[<div dir=\"ltr\">David L.,<br>Nicole A.,<br>Hannah Bell (former CO2013 member),<br>Judy</div>]]></description>\\n    <styleUrl>#style40</styleUrl>\\n    <Point>\\n      <coordinates>-118.445320,34.067486,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Howard</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sakea</div>]]></description>\\n    <styleUrl>#style5</styleUrl>\\n    <Point>\\n      <coordinates>-77.021179,38.922424,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>BU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Alex</div>]]></description>\\n    <styleUrl>#style45</styleUrl>\\n    <Point>\\n      <coordinates>-71.108322,42.350632,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UCSD</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sam</div>]]></description>\\n    <styleUrl>#style6</styleUrl>\\n    <Point>\\n      <coordinates>-117.232361,32.874290,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>LMU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Marina</div>]]></description>\\n    <styleUrl>#style41</styleUrl>\\n    <Point>\\n      <coordinates>-118.417572,33.969597,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>SMU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Drew M.,<br>Connor</div>]]></description>\\n    <styleUrl>#style47</styleUrl>\\n    <Point>\\n      <coordinates>-96.785477,32.843773,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Carnegie Mellon</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kaleb,<br>Steffen,<br>Melissa</div>]]></description>\\n    <styleUrl>#style38</styleUrl>\\n    <Point>\\n      <coordinates>-79.944809,40.442570,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Loyola</name>\\n    <description><![CDATA[<div dir=\"ltr\">Gio</div>]]></description>\\n    <styleUrl>#style52</styleUrl>\\n    <Point>\\n      <coordinates>-87.659615,42.001682,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Yale NUS</name>\\n    <description><![CDATA[<div dir=\"ltr\">Adrian</div>]]></description>\\n    <styleUrl>#style2</styleUrl>\\n    <Point>\\n      <coordinates>103.773232,1.307925,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Princeton</name>\\n    <description><![CDATA[<div dir=\"ltr\">Rachel,<br>Maxim (honorary member)</div>]]></description>\\n    <styleUrl>#style1</styleUrl>\\n    <Point>\\n      <coordinates>-74.653214,40.342487,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>UCSB</name>\\n    <description><![CDATA[<div dir=\"ltr\">Noah</div>]]></description>\\n    <styleUrl>#style33</styleUrl>\\n    <Point>\\n      <coordinates>-119.851486,34.412006,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Ringling</name>\\n    <description><![CDATA[<div dir=\"ltr\">Ellen</div>]]></description>\\n    <styleUrl>#style50</styleUrl>\\n    <Point>\\n      <coordinates>-82.548698,27.358047,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Tufts</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kristen</div>]]></description>\\n    <styleUrl>#style63</styleUrl>\\n    <Point>\\n      <coordinates>-71.119949,42.405968,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>TCU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sue-Jin</div>]]></description>\\n    <styleUrl>#style44</styleUrl>\\n    <Point>\\n      <coordinates>-97.362389,32.709023,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Bowdoin</name>\\n    <description><![CDATA[<div dir=\"ltr\">Nicole S.</div>]]></description>\\n    <styleUrl>#style22</styleUrl>\\n    <Point>\\n      <coordinates>-69.962654,43.906891,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Trinity</name>\\n    <description><![CDATA[<div dir=\"ltr\">Ursula</div>]]></description>\\n    <styleUrl>#style30</styleUrl>\\n    <Point>\\n      <coordinates>-72.691322,41.746918,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Deep Springs</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kai</div>]]></description>\\n    <styleUrl>#style56</styleUrl>\\n    <Point>\\n      <coordinates>-117.982002,37.372066,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>George Washington</name>\\n    <description><![CDATA[<div dir=\"ltr\">Miller</div>]]></description>\\n    <styleUrl>#style19</styleUrl>\\n    <Point>\\n      <coordinates>-77.048042,38.899567,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Michigan State</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kevin A.</div>]]></description>\\n    <styleUrl>#style51</styleUrl>\\n    <Point>\\n      <coordinates>-84.478683,42.725956,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>SDSU</name>\\n    <description><![CDATA[<div dir=\"ltr\">Nathaniel</div>]]></description>\\n    <styleUrl>#style64</styleUrl>\\n    <Point>\\n      <coordinates>-117.069801,32.776630,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Lafayette</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kevin D.,<br>Andy B.</div>]]></description>\\n    <styleUrl>#style26</styleUrl>\\n    <Point>\\n      <coordinates>-75.209999,40.698471,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>University of Oregon</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sarah</div>]]></description>\\n    <styleUrl>#style3</styleUrl>\\n    <Point>\\n      <coordinates>-123.073524,44.044445,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Swarthmore</name>\\n    <description><![CDATA[<div dir=\"ltr\">Wesley</div>]]></description>\\n    <styleUrl>#style54</styleUrl>\\n    <Point>\\n      <coordinates>-75.352089,39.905769,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>USD</name>\\n    <description><![CDATA[<div dir=\"ltr\">Casey O.</div>]]></description>\\n    <styleUrl>#style34</styleUrl>\\n    <Point>\\n      <coordinates>-117.188629,32.771236,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Cal Maritime</name>\\n    <description><![CDATA[<div dir=\"ltr\">Sean Barlow</div>]]></description>\\n    <styleUrl>#style28</styleUrl>\\n    <Point>\\n      <coordinates>-122.230408,38.069733,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Cal State Long Beach</name>\\n    <description><![CDATA[<div dir=\"ltr\">Caleb</div>]]></description>\\n    <styleUrl>#style62</styleUrl>\\n    <Point>\\n      <coordinates>-118.120926,33.782356,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Denison</name>\\n    <description><![CDATA[<div dir=\"ltr\">Alexandra C.</div>]]></description>\\n    <styleUrl>#style46</styleUrl>\\n    <Point>\\n      <coordinates>-82.523567,40.073261,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Occidental</name>\\n    <description><![CDATA[<div dir=\"ltr\">Zack D.</div>]]></description>\\n    <styleUrl>#style61</styleUrl>\\n    <Point>\\n      <coordinates>-118.209290,34.125591,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Oberlin</name>\\n    <description><![CDATA[<div dir=\"ltr\">Penelope</div>]]></description>\\n    <styleUrl>#style48</styleUrl>\\n    <Point>\\n      <coordinates>-82.222092,41.292828,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Bard</name>\\n    <description><![CDATA[<div dir=\"ltr\">Izzy</div>]]></description>\\n    <styleUrl>#style23</styleUrl>\\n    <Point>\\n      <coordinates>-73.906860,42.023392,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>Kenyon</name>\\n    <description><![CDATA[<div dir=\"ltr\">Ambert</div>]]></description>\\n    <styleUrl>#style8</styleUrl>\\n    <Point>\\n      <coordinates>-82.396950,40.373623,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n  <Placemark>\\n    <name>SF State</name>\\n    <description><![CDATA[<div dir=\"ltr\">Kassy</div>]]></description>\\n    <styleUrl>#style25</styleUrl>\\n    <Point>\\n      <coordinates>-122.478249,37.722801,0.000000</coordinates>\\n    </Point>\\n  </Placemark>\\n</Document>\\n</kml>\\n'"
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": "colleges = []\n\nimport xml.etree.cElementTree as ET\n# get an iterable\ncontext = ET.iterparse('C:\\Users\\Maxim\\Downloads\\FO2013CollegeMap.kml', events=(\"start\", \"end\"))\n# turn it into an iterator\ncontext = iter(context)\n\n# get the root element\nevent, root = context.next()\nprefix = '{http://earth.google.com/kml/2.2}'\n\n'''\nFormat:\n\n<Placemark>\n    <name>Carnegie Mellon</name>\n    <description><![CDATA[<div dir=\"ltr\">Kaleb,<br>Steffen,<br>Melissa</div>]]></description>\n    <styleUrl>#style36</styleUrl>\n    <Point>\n      <coordinates>-79.944809,40.442570,0.000000</coordinates>\n    </Point>\n  </Placemark>\n\n'''\n\nfor event, elem in context:\n    #print elem.tag\n    if event == \"end\" and elem.tag == prefix+\"Placemark\":\n        #pId = elem.find('name')\n        \n        metadata = elem.getchildren()\n        name = metadata[0].text\n        students = metadata[1].text.replace('<div dir=\"ltr\">', '').replace('<br>', '').replace('</div>', '').split(',')\n        coords = [float(i) for i in metadata[3].getchildren()[0].text.split(',')[:2]]\n        \n        print name, students, coords, len(students)\n        colleges.append([name, students, coords])\n        \n        root.clear()\n        continue",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "Harvard ['Andy K.', 'Jay', 'Viktor'] [-71.115746, 42.376141] 3\nWellesley ['Gabby'] [-71.304016, 42.29369] 1\nBrown ['Sean Blake'] [-71.402954, 41.82682] 1\nDuke ['Nicky', 'Drew', 'Sean M.', 'Kyron'] [-78.923981, 36.004883] 4\nClarkson ['Samer'] [-74.994225, 44.666882] 1\nUPenn ['Kevin W. (Wharton)'] [-75.194252, 39.95311] 1\nCornell ['Brendan', 'John', 'Carolinne', 'Michael Y.', 'Hope', 'Luke', 'Savanna'] [-76.476562, 42.446388] 7\nGeorgetown ['Eamon', 'Katharine', 'Justin', 'Natasha'] [-77.074951, 38.909218] 4\nDartmouth ['Christian', 'Andrew', 'Danielle'] [-72.28849, 43.704582] 3\nStanford ['Emily', 'Jessie W.'] [-122.168228, 37.42355] 2\nVanderbilt ['Caroline', 'Alexa', 'Jack'] [-86.804398, 36.143387] 3\nYale ['Geny', 'Stephanie', 'Ben'] [-72.930161, 41.310051] 3\nWashU ['Ashley', 'Jamere', 'Cassie'] [-90.308647, 38.647846] 3\nColumbia ['Alice (Fu Foundation)', 'Devon', 'Tomer'] [-73.960907, 40.808029] 3\nWilliam and Mary ['Oliver'] [-76.714142, 37.271049] 1\nNotre Dame ['Brian', 'Michael P.', 'Tom', 'Brynn'] [-86.235893, 41.702396] 4\nMIT ['Alicia C.'] [-71.09343, 42.358829] 1\nCU Boulder ['Stephen'] [-105.266792, 40.007862] 1\nUCSC ['Baylor'] [-122.060982, 36.991173] 1\nChapman ['Jessie L.'] [-117.851715, 33.793415] 1\nVillanova ['Sheila'] [-75.337845, 40.034744] 1\nUChicago ['Michael Hinkley', 'Frances', 'Isabella F.'] [-87.599319, 41.789104] 3\nUSC ['Thomas Kelleher (SCA)', 'Robin', 'Michael A.', 'Alexandra A.', 'Kevin K.', 'Ryon', 'Natesa', 'Aaron'] [-118.283958, 34.018375] 8\nUniversity of Rochester ['Michael Haft'] [-77.628281, 43.128365] 1\nSt. John's ['Robert'] [-73.796715, 40.722542] 1\nMiddle Tennessee State ['Coral'] [-86.370094, 35.843769] 1\nPurdue ['Zack L.'] [-86.921509, 40.426239] 1\nNorthwestern ['Kelly', 'Gordon'] [-87.679008, 42.050121] 2\nUC Berkeley ['George', 'Michael C.', 'Maddy E.', 'Maddy D.', 'Chris', 'Catriona'] [-122.261055, 37.870956] 6\nEmory ['David H.', 'Audrey'] [-84.323456, 33.797462] 2\nNortheastern ['Claire'] [-71.087769, 42.339561] 1\nNYU ['Amaya', 'Ariana'] [-73.996742, 40.727749] 2\nUCLA ['David L.', 'Nicole A.', 'Hannah Bell (former CO2013 member)', 'Judy'] [-118.44532, 34.067486] 4\nHoward ['Sakea'] [-77.021179, 38.922424] 1\nBU ['Alex'] [-71.108322, 42.350632] 1\nUCSD ['Sam'] [-117.232361, 32.87429] 1\nLMU ['Marina'] [-118.417572, 33.969597] 1\nSMU ['Drew M.', 'Connor'] [-96.785477, 32.843773] 2\nCarnegie Mellon ['Kaleb', 'Steffen', 'Melissa'] [-79.944809, 40.44257] 3\nLoyola ['Gio'] [-87.659615, 42.001682] 1\nYale NUS ['Adrian'] [103.773232, 1.307925] 1\nPrinceton ['Rachel', 'Maxim (honorary member)'] [-74.653214, 40.342487] 2\nUCSB ['Noah'] [-119.851486, 34.412006] 1\nRingling ['Ellen'] [-82.548698, 27.358047] 1\nTufts ['Kristen'] [-71.119949, 42.405968] 1\nTCU ['Sue-Jin'] [-97.362389, 32.709023] 1\nBowdoin ['Nicole S.'] [-69.962654, 43.906891] 1\nTrinity ['Ursula'] [-72.691322, 41.746918] 1\nDeep Springs ['Kai'] [-117.982002, 37.372066] 1\nGeorge Washington ['Miller'] [-77.048042, 38.899567] 1\nMichigan State ['Kevin A.'] [-84.478683, 42.725956] 1\nSDSU ['Nathaniel'] [-117.069801, 32.77663] 1\nLafayette ['Kevin D.', 'Andy B.'] [-75.209999, 40.698471] 2\nUniversity of Oregon ['Sarah'] [-123.073524, 44.044445] 1\nSwarthmore ['Wesley'] [-75.352089, 39.905769] 1\nUSD ['Casey O.'] [-117.188629, 32.771236] 1\nCal Maritime ['Sean Barlow'] [-122.230408, 38.069733] 1\nCal State Long Beach ['Caleb'] [-118.120926, 33.782356] 1\nDenison ['Alexandra C.'] [-82.523567, 40.073261] 1\nOccidental ['Zack D.'] [-118.20929, 34.125591] 1\nOberlin ['Penelope'] [-82.222092, 41.292828] 1\nBard ['Izzy'] [-73.90686, 42.023392] 1\nKenyon ['Ambert'] [-82.39695, 40.373623] 1\nSF State ['Kassy'] [-122.478249, 37.722801] 1\n"
      }
     ],
     "prompt_number": 23
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": "print 'Total number of students represented: ', sum([len(i[1]) for i in colleges])",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "Total number of students represented:  117\n"
      }
     ],
     "prompt_number": 26
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": "'''\nFormat:\nvar heatMapData = [\n  {location: new google.maps.LatLng(37.782, -122.447), weight: 0.5},\n  new google.maps.LatLng(37.782, -122.445),\n  {location: new google.maps.LatLng(37.782, -122.443), weight: 2},\n  {location: new google.maps.LatLng(37.782, -122.441), weight: 3},\n  {location: new google.maps.LatLng(37.782, -122.439), weight: 2},\n  new google.maps.LatLng(37.782, -122.437),\n  {location: new google.maps.LatLng(37.782, -122.435), weight: 0.5},\n\n  {location: new google.maps.LatLng(37.785, -122.447), weight: 3},\n  {location: new google.maps.LatLng(37.785, -122.445), weight: 2},\n  new google.maps.LatLng(37.785, -122.443),\n  {location: new google.maps.LatLng(37.785, -122.441), weight: 0.5},\n  new google.maps.LatLng(37.785, -122.439),\n  {location: new google.maps.LatLng(37.785, -122.437), weight: 2},\n  {location: new google.maps.LatLng(37.785, -122.435), weight: 3}\n];\n'''\n\noutput = 'var heatMapData = ['\nfor c in colleges:\n    output += '{location: new google.maps.LatLng('+str(c[2][1])+', '+str(c[2][0])+'), weight: '+str(len(c[1]))+'},'\noutput = output[:-1] # remove trailing comma\noutput += '];'\n\nprint output",
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": "var heatMapData = [{location: new google.maps.LatLng(42.376141, -71.115746), weight: 3},{location: new google.maps.LatLng(42.29369, -71.304016), weight: 1},{location: new google.maps.LatLng(41.82682, -71.402954), weight: 1},{location: new google.maps.LatLng(36.004883, -78.923981), weight: 4},{location: new google.maps.LatLng(44.666882, -74.994225), weight: 1},{location: new google.maps.LatLng(39.95311, -75.194252), weight: 1},{location: new google.maps.LatLng(42.446388, -76.476562), weight: 7},{location: new google.maps.LatLng(38.909218, -77.074951), weight: 4},{location: new google.maps.LatLng(43.704582, -72.28849), weight: 3},{location: new google.maps.LatLng(37.42355, -122.168228), weight: 2},{location: new google.maps.LatLng(36.143387, -86.804398), weight: 3},{location: new google.maps.LatLng(41.310051, -72.930161), weight: 3},{location: new google.maps.LatLng(38.647846, -90.308647), weight: 3},{location: new google.maps.LatLng(40.808029, -73.960907), weight: 3},{location: new google.maps.LatLng(37.271049, -76.714142), weight: 1},{location: new google.maps.LatLng(41.702396, -86.235893), weight: 4},{location: new google.maps.LatLng(42.358829, -71.09343), weight: 1},{location: new google.maps.LatLng(40.007862, -105.266792), weight: 1},{location: new google.maps.LatLng(36.991173, -122.060982), weight: 1},{location: new google.maps.LatLng(33.793415, -117.851715), weight: 1},{location: new google.maps.LatLng(40.034744, -75.337845), weight: 1},{location: new google.maps.LatLng(41.789104, -87.599319), weight: 3},{location: new google.maps.LatLng(34.018375, -118.283958), weight: 8},{location: new google.maps.LatLng(43.128365, -77.628281), weight: 1},{location: new google.maps.LatLng(40.722542, -73.796715), weight: 1},{location: new google.maps.LatLng(35.843769, -86.370094), weight: 1},{location: new google.maps.LatLng(40.426239, -86.921509), weight: 1},{location: new google.maps.LatLng(42.050121, -87.679008), weight: 2},{location: new google.maps.LatLng(37.870956, -122.261055), weight: 6},{location: new google.maps.LatLng(33.797462, -84.323456), weight: 2},{location: new google.maps.LatLng(42.339561, -71.087769), weight: 1},{location: new google.maps.LatLng(40.727749, -73.996742), weight: 2},{location: new google.maps.LatLng(34.067486, -118.44532), weight: 4},{location: new google.maps.LatLng(38.922424, -77.021179), weight: 1},{location: new google.maps.LatLng(42.350632, -71.108322), weight: 1},{location: new google.maps.LatLng(32.87429, -117.232361), weight: 1},{location: new google.maps.LatLng(33.969597, -118.417572), weight: 1},{location: new google.maps.LatLng(32.843773, -96.785477), weight: 2},{location: new google.maps.LatLng(40.44257, -79.944809), weight: 3},{location: new google.maps.LatLng(42.001682, -87.659615), weight: 1},{location: new google.maps.LatLng(1.307925, 103.773232), weight: 1},{location: new google.maps.LatLng(40.342487, -74.653214), weight: 2},{location: new google.maps.LatLng(34.412006, -119.851486), weight: 1},{location: new google.maps.LatLng(27.358047, -82.548698), weight: 1},{location: new google.maps.LatLng(42.405968, -71.119949), weight: 1},{location: new google.maps.LatLng(32.709023, -97.362389), weight: 1},{location: new google.maps.LatLng(43.906891, -69.962654), weight: 1},{location: new google.maps.LatLng(41.746918, -72.691322), weight: 1},{location: new google.maps.LatLng(37.372066, -117.982002), weight: 1},{location: new google.maps.LatLng(38.899567, -77.048042), weight: 1},{location: new google.maps.LatLng(42.725956, -84.478683), weight: 1},{location: new google.maps.LatLng(32.77663, -117.069801), weight: 1},{location: new google.maps.LatLng(40.698471, -75.209999), weight: 2},{location: new google.maps.LatLng(44.044445, -123.073524), weight: 1},{location: new google.maps.LatLng(39.905769, -75.352089), weight: 1},{location: new google.maps.LatLng(32.771236, -117.188629), weight: 1},{location: new google.maps.LatLng(38.069733, -122.230408), weight: 1},{location: new google.maps.LatLng(33.782356, -118.120926), weight: 1},{location: new google.maps.LatLng(40.073261, -82.523567), weight: 1},{location: new google.maps.LatLng(34.125591, -118.20929), weight: 1},{location: new google.maps.LatLng(41.292828, -82.222092), weight: 1},{location: new google.maps.LatLng(42.023392, -73.90686), weight: 1},{location: new google.maps.LatLng(40.373623, -82.39695), weight: 1},{location: new google.maps.LatLng(37.722801, -122.478249), weight: 1}];\n"
      }
     ],
     "prompt_number": 27
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": "**Map:** https://google-developers.appspot.com/maps/documentation/javascript/examples/full/layer-heatmap\n\nJavascript options:\n\n1. Plug in heatMapData\n\n2. Call `initialize()`\n\nThen we can do stuff like:\n\n``heatmap.setOptions({radius: 50});\nheatmap.setOptions({opacity: .5});``"
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": "",
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}