{
 "metadata": {
  "name": "",
  "signature": "sha256:1a658d29f3ac43519c488e7d8b88db6015a5494cd061a030a1008eac0b9d9557"
 },
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 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "#GPX PY Overview\n",
      "\n",
      "The gpxpy package provides a bunch of great tools for parsing, correcting, and manipulating GPX files. It also has some nice analysis capabilities built into it. You can get a few valuable metrics about your run/bike right out of the box. These include\n",
      "\n",
      "  * Length of a run\n",
      "  * Min and max elevation of a run\n",
      "  * Duration of run\n",
      "  * Max speed\n",
      "  \n",
      "Let's start by importing package of course! We'll also go ahead and import other packages that will be used in this notebook."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import gpxpy\n",
      "import gpxpy.gpx\n",
      "\n",
      "import glob\n",
      "import os\n",
      "import datetime\n",
      "import pandas as pd\n",
      "import matplotlib.pyplot as plt\n",
      "\n",
      "%matplotlib inline"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "# A Quick Look at the GPX format\n",
      "\n",
      "Before we really get started, we shoul probably see what the GPX format is.\n",
      "\n",
      "Let's load up the first file in our data set and look at it's contents."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx_files = glob.glob(os.path.join(\"rundata\",\"*.gpx\"))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%cat ./${os.path.join(\"rundata\",gpx_files[0])}"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\r\n",
        "<gpx\r\n",
        "  version=\"1.1\"\r\n",
        "  creator=\"RunKeeper - http://www.runkeeper.com\"\r\n",
        "  xmlns:xsi=\"http://www.w3.org/2001/XMLSchema-instance\"\r\n",
        "  xmlns=\"http://www.topografix.com/GPX/1/1\"\r\n",
        "  xsi:schemaLocation=\"http://www.topografix.com/GPX/1/1 http://www.topografix.com/GPX/1/1/gpx.xsd\"\r\n",
        "  xmlns:gpxtpx=\"http://www.garmin.com/xmlschemas/TrackPointExtension/v1\">\r\n",
        "<trk>\r\n",
        "  <name><![CDATA[Running 6/21/11 5:49 am]]></name>\r\n",
        "  <time>2011-06-21T05:49:43Z</time>\r\n",
        "<trkseg>\r\n",
        "<trkpt lat=\"34.789056733\" lon=\"-86.791616417\"><ele>216.7</ele><time>2011-06-21T05:49:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789059133\" lon=\"-86.791517717\"><ele>216.9</ele><time>2011-06-21T05:49:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789063417\" lon=\"-86.791391000\"><ele>217.0</ele><time>2011-06-21T05:49:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789069200\" lon=\"-86.791261650\"><ele>217.1</ele><time>2011-06-21T05:49:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789081917\" lon=\"-86.791144083\"><ele>217.2</ele><time>2011-06-21T05:49:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789059500\" lon=\"-86.791042233\"><ele>217.3</ele><time>2011-06-21T05:50:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789030983\" lon=\"-86.790939500\"><ele>217.3</ele><time>2011-06-21T05:50:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789017000\" lon=\"-86.790821283\"><ele>217.3</ele><time>2011-06-21T05:50:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789011583\" lon=\"-86.790693250\"><ele>217.3</ele><time>2011-06-21T05:50:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789003467\" lon=\"-86.790570867\"><ele>217.3</ele><time>2011-06-21T05:50:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789015400\" lon=\"-86.790454633\"><ele>217.1</ele><time>2011-06-21T05:50:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789007317\" lon=\"-86.790337167\"><ele>216.9</ele><time>2011-06-21T05:50:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789001300\" lon=\"-86.790224983\"><ele>216.7</ele><time>2011-06-21T05:50:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788996933\" lon=\"-86.790107433\"><ele>216.2</ele><time>2011-06-21T05:50:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788992167\" lon=\"-86.789982817\"><ele>215.6</ele><time>2011-06-21T05:50:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788972667\" lon=\"-86.789863483\"><ele>215.1</ele><time>2011-06-21T05:50:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788957783\" lon=\"-86.789744017\"><ele>214.5</ele><time>2011-06-21T05:50:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788944317\" lon=\"-86.789617617\"><ele>214.2</ele><time>2011-06-21T05:50:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788941567\" lon=\"-86.789496917\"><ele>213.8</ele><time>2011-06-21T05:50:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788935933\" lon=\"-86.789377683\"><ele>213.5</ele><time>2011-06-21T05:50:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788931817\" lon=\"-86.789258533\"><ele>212.8</ele><time>2011-06-21T05:51:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788924967\" lon=\"-86.789137017\"><ele>212.2</ele><time>2011-06-21T05:51:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788926633\" lon=\"-86.789025317\"><ele>211.5</ele><time>2011-06-21T05:51:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788944500\" lon=\"-86.788915367\"><ele>210.9</ele><time>2011-06-21T05:51:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788974600\" lon=\"-86.788796183\"><ele>210.6</ele><time>2011-06-21T05:51:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789013417\" lon=\"-86.788683217\"><ele>210.4</ele><time>2011-06-21T05:51:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789059600\" lon=\"-86.788577400\"><ele>210.1</ele><time>2011-06-21T05:51:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789114633\" lon=\"-86.788473917\"><ele>209.8</ele><time>2011-06-21T05:51:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789200167\" lon=\"-86.788414183\"><ele>209.5</ele><time>2011-06-21T05:51:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789280150\" lon=\"-86.788336150\"><ele>209.3</ele><time>2011-06-21T05:51:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789364217\" lon=\"-86.788273000\"><ele>209.0</ele><time>2011-06-21T05:51:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789450383\" lon=\"-86.788229333\"><ele>209.0</ele><time>2011-06-21T05:51:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789536850\" lon=\"-86.788200367\"><ele>209.0</ele><time>2011-06-21T05:51:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789621733\" lon=\"-86.788182783\"><ele>209.0</ele><time>2011-06-21T05:51:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789718483\" lon=\"-86.788140233\"><ele>209.0</ele><time>2011-06-21T05:51:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789811750\" lon=\"-86.788096217\"><ele>209.0</ele><time>2011-06-21T05:52:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789900033\" lon=\"-86.788066967\"><ele>209.2</ele><time>2011-06-21T05:52:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789992917\" lon=\"-86.788035450\"><ele>209.4</ele><time>2011-06-21T05:52:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790092783\" lon=\"-86.788007933\"><ele>209.5</ele><time>2011-06-21T05:52:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790181900\" lon=\"-86.787960683\"><ele>209.7</ele><time>2011-06-21T05:52:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790262917\" lon=\"-86.787920400\"><ele>209.9</ele><time>2011-06-21T05:52:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790357650\" lon=\"-86.787884333\"><ele>210.1</ele><time>2011-06-21T05:52:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790453617\" lon=\"-86.787840717\"><ele>210.3</ele><time>2011-06-21T05:52:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790539467\" lon=\"-86.787803867\"><ele>210.5</ele><time>2011-06-21T05:52:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790632283\" lon=\"-86.787763467\"><ele>210.6</ele><time>2011-06-21T05:52:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790717567\" lon=\"-86.787729083\"><ele>210.8</ele><time>2011-06-21T05:52:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790802850\" lon=\"-86.787689633\"><ele>211.0</ele><time>2011-06-21T05:52:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790893433\" lon=\"-86.787658283\"><ele>211.1</ele><time>2011-06-21T05:52:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790975800\" lon=\"-86.787628483\"><ele>211.2</ele><time>2011-06-21T05:52:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791070467\" lon=\"-86.787603150\"><ele>211.3</ele><time>2011-06-21T05:52:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791156617\" lon=\"-86.787567517\"><ele>211.4</ele><time>2011-06-21T05:53:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791247167\" lon=\"-86.787517700\"><ele>211.5</ele><time>2011-06-21T05:53:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791340550\" lon=\"-86.787475717\"><ele>211.5</ele><time>2011-06-21T05:53:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791437133\" lon=\"-86.787430683\"><ele>211.6</ele><time>2011-06-21T05:53:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791520500\" lon=\"-86.787398317\"><ele>211.7</ele><time>2011-06-21T05:53:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791615300\" lon=\"-86.787368383\"><ele>211.8</ele><time>2011-06-21T05:53:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791711300\" lon=\"-86.787324117\"><ele>212.0</ele><time>2011-06-21T05:53:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791806150\" lon=\"-86.787303050\"><ele>212.2</ele><time>2011-06-21T05:53:29Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791901217\" lon=\"-86.787297167\"><ele>212.3</ele><time>2011-06-21T05:53:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791995883\" lon=\"-86.787312750\"><ele>212.4</ele><time>2011-06-21T05:53:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792079750\" lon=\"-86.787357933\"><ele>212.5</ele><time>2011-06-21T05:53:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792145767\" lon=\"-86.787417317\"><ele>212.5</ele><time>2011-06-21T05:53:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792202217\" lon=\"-86.787490067\"><ele>212.6</ele><time>2011-06-21T05:53:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792286250\" lon=\"-86.787549883\"><ele>212.7</ele><time>2011-06-21T05:53:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792350167\" lon=\"-86.787627217\"><ele>212.8</ele><time>2011-06-21T05:53:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792417633\" lon=\"-86.787696367\"><ele>212.9</ele><time>2011-06-21T05:54:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792510100\" lon=\"-86.787695133\"><ele>213.0</ele><time>2011-06-21T05:54:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792590100\" lon=\"-86.787678200\"><ele>212.9</ele><time>2011-06-21T05:54:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792674083\" lon=\"-86.787636533\"><ele>212.8</ele><time>2011-06-21T05:54:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792749600\" lon=\"-86.787599367\"><ele>212.7</ele><time>2011-06-21T05:54:16Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792845233\" lon=\"-86.787532483\"><ele>212.6</ele><time>2011-06-21T05:54:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792937767\" lon=\"-86.787465767\"><ele>212.5</ele><time>2011-06-21T05:54:24Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793025033\" lon=\"-86.787411600\"><ele>212.5</ele><time>2011-06-21T05:54:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793110000\" lon=\"-86.787401183\"><ele>212.4</ele><time>2011-06-21T05:54:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793197817\" lon=\"-86.787422517\"><ele>212.6</ele><time>2011-06-21T05:54:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793272683\" lon=\"-86.787486933\"><ele>212.9</ele><time>2011-06-21T05:54:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793335383\" lon=\"-86.787581250\"><ele>213.2</ele><time>2011-06-21T05:54:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793378667\" lon=\"-86.787691667\"><ele>213.5</ele><time>2011-06-21T05:54:48Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793423083\" lon=\"-86.787789783\"><ele>213.8</ele><time>2011-06-21T05:54:52Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793455950\" lon=\"-86.787900383\"><ele>214.2</ele><time>2011-06-21T05:54:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793482767\" lon=\"-86.788022133\"><ele>214.5</ele><time>2011-06-21T05:55:00Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793517133\" lon=\"-86.788127733\"><ele>214.9</ele><time>2011-06-21T05:55:04Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793551567\" lon=\"-86.788233717\"><ele>215.5</ele><time>2011-06-21T05:55:08Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793577133\" lon=\"-86.788329317\"><ele>216.0</ele><time>2011-06-21T05:55:12Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793607567\" lon=\"-86.788431217\"><ele>216.5</ele><time>2011-06-21T05:55:16Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793636000\" lon=\"-86.788532733\"><ele>216.7</ele><time>2011-06-21T05:55:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793667067\" lon=\"-86.788627183\"><ele>216.9</ele><time>2011-06-21T05:55:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793695533\" lon=\"-86.788728150\"><ele>217.1</ele><time>2011-06-21T05:55:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793728583\" lon=\"-86.788836817\"><ele>217.3</ele><time>2011-06-21T05:55:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793754417\" lon=\"-86.788945950\"><ele>217.5</ele><time>2011-06-21T05:55:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793781467\" lon=\"-86.789051083\"><ele>217.6</ele><time>2011-06-21T05:55:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793817850\" lon=\"-86.789155517\"><ele>217.8</ele><time>2011-06-21T05:55:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793849350\" lon=\"-86.789255500\"><ele>218.0</ele><time>2011-06-21T05:55:48Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793885417\" lon=\"-86.789346667\"><ele>218.3</ele><time>2011-06-21T05:55:52Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793956983\" lon=\"-86.789399067\"><ele>218.5</ele><time>2011-06-21T05:55:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794039767\" lon=\"-86.789443917\"><ele>218.8</ele><time>2011-06-21T05:56:00Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794118433\" lon=\"-86.789484700\"><ele>219.1</ele><time>2011-06-21T05:56:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794195383\" lon=\"-86.789529150\"><ele>219.4</ele><time>2011-06-21T05:56:08Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794266250\" lon=\"-86.789578750\"><ele>219.6</ele><time>2011-06-21T05:56:12Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794330683\" lon=\"-86.789659750\"><ele>219.9</ele><time>2011-06-21T05:56:15Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794381400\" lon=\"-86.789754133\"><ele>220.2</ele><time>2011-06-21T05:56:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794422167\" lon=\"-86.789857833\"><ele>220.3</ele><time>2011-06-21T05:56:23Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794456050\" lon=\"-86.789970800\"><ele>220.4</ele><time>2011-06-21T05:56:27Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794461983\" lon=\"-86.790089750\"><ele>220.5</ele><time>2011-06-21T05:56:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794447217\" lon=\"-86.790204567\"><ele>220.3</ele><time>2011-06-21T05:56:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794406283\" lon=\"-86.790307383\"><ele>220.1</ele><time>2011-06-21T05:56:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794344733\" lon=\"-86.790404267\"><ele>219.9</ele><time>2011-06-21T05:56:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794268583\" lon=\"-86.790469867\"><ele>219.7</ele><time>2011-06-21T05:56:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794188150\" lon=\"-86.790519633\"><ele>219.6</ele><time>2011-06-21T05:56:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794094800\" lon=\"-86.790555717\"><ele>219.5</ele><time>2011-06-21T05:56:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793998000\" lon=\"-86.790561800\"><ele>219.4</ele><time>2011-06-21T05:56:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793898583\" lon=\"-86.790537033\"><ele>219.2</ele><time>2011-06-21T05:57:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793804333\" lon=\"-86.790501500\"><ele>219.2</ele><time>2011-06-21T05:57:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793710700\" lon=\"-86.790436817\"><ele>219.2</ele><time>2011-06-21T05:57:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793630133\" lon=\"-86.790364267\"><ele>219.2</ele><time>2011-06-21T05:57:15Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793568700\" lon=\"-86.790278983\"><ele>219.2</ele><time>2011-06-21T05:57:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793535567\" lon=\"-86.790173067\"><ele>219.2</ele><time>2011-06-21T05:57:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793517333\" lon=\"-86.790059267\"><ele>219.1</ele><time>2011-06-21T05:57:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793492750\" lon=\"-86.789940233\"><ele>219.0</ele><time>2011-06-21T05:57:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793493950\" lon=\"-86.789828000\"><ele>218.8</ele><time>2011-06-21T05:57:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793509433\" lon=\"-86.789704233\"><ele>218.6</ele><time>2011-06-21T05:57:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793534733\" lon=\"-86.789583367\"><ele>218.5</ele><time>2011-06-21T05:57:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793604567\" lon=\"-86.789522483\"><ele>218.5</ele><time>2011-06-21T05:57:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793663917\" lon=\"-86.789444867\"><ele>218.4</ele><time>2011-06-21T05:57:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793673167\" lon=\"-86.789323150\"><ele>218.3</ele><time>2011-06-21T05:57:55Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793631417\" lon=\"-86.789225367\"><ele>218.0</ele><time>2011-06-21T05:57:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793602667\" lon=\"-86.789121383\"><ele>217.7</ele><time>2011-06-21T05:58:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793567833\" lon=\"-86.789006167\"><ele>217.5</ele><time>2011-06-21T05:58:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793533150\" lon=\"-86.788889050\"><ele>217.3</ele><time>2011-06-21T05:58:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793499100\" lon=\"-86.788798633\"><ele>217.1</ele><time>2011-06-21T05:58:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793466900\" lon=\"-86.788674317\"><ele>216.9</ele><time>2011-06-21T05:58:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793424333\" lon=\"-86.788567650\"><ele>216.7</ele><time>2011-06-21T05:58:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793385467\" lon=\"-86.788455233\"><ele>216.5</ele><time>2011-06-21T05:58:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793346900\" lon=\"-86.788342117\"><ele>216.0</ele><time>2011-06-21T05:58:29Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793323667\" lon=\"-86.788246650\"><ele>215.5</ele><time>2011-06-21T05:58:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793285217\" lon=\"-86.788136300\"><ele>214.9</ele><time>2011-06-21T05:58:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793244217\" lon=\"-86.788026117\"><ele>214.5</ele><time>2011-06-21T05:58:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793219567\" lon=\"-86.787926333\"><ele>214.2</ele><time>2011-06-21T05:58:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793167383\" lon=\"-86.787821000\"><ele>213.9</ele><time>2011-06-21T05:58:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793149433\" lon=\"-86.787706867\"><ele>213.6</ele><time>2011-06-21T05:58:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793125017\" lon=\"-86.787597417\"><ele>213.4</ele><time>2011-06-21T05:58:55Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793090667\" lon=\"-86.787483850\"><ele>213.1</ele><time>2011-06-21T05:58:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793004083\" lon=\"-86.787492400\"><ele>212.8</ele><time>2011-06-21T05:59:04Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792910417\" lon=\"-86.787523333\"><ele>212.5</ele><time>2011-06-21T05:59:08Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792819583\" lon=\"-86.787582017\"><ele>212.6</ele><time>2011-06-21T05:59:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792743417\" lon=\"-86.787641433\"><ele>212.7</ele><time>2011-06-21T05:59:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792668283\" lon=\"-86.787710517\"><ele>212.8</ele><time>2011-06-21T05:59:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792615017\" lon=\"-86.787790933\"><ele>212.9</ele><time>2011-06-21T05:59:24Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792534767\" lon=\"-86.787869567\"><ele>213.0</ele><time>2011-06-21T05:59:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792448050\" lon=\"-86.787859000\"><ele>213.0</ele><time>2011-06-21T05:59:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792374067\" lon=\"-86.787765000\"><ele>212.9</ele><time>2011-06-21T05:59:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792315083\" lon=\"-86.787669100\"><ele>212.8</ele><time>2011-06-21T05:59:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792259633\" lon=\"-86.787593917\"><ele>212.7</ele><time>2011-06-21T05:59:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792205933\" lon=\"-86.787501817\"><ele>212.6</ele><time>2011-06-21T05:59:48Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792141850\" lon=\"-86.787402267\"><ele>212.5</ele><time>2011-06-21T05:59:52Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792073483\" lon=\"-86.787346467\"><ele>212.5</ele><time>2011-06-21T05:59:55Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791981283\" lon=\"-86.787291550\"><ele>212.4</ele><time>2011-06-21T05:59:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791881683\" lon=\"-86.787270783\"><ele>212.3</ele><time>2011-06-21T06:00:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791786800\" lon=\"-86.787281617\"><ele>212.2</ele><time>2011-06-21T06:00:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791698167\" lon=\"-86.787314333\"><ele>212.0</ele><time>2011-06-21T06:00:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791609950\" lon=\"-86.787346850\"><ele>211.8</ele><time>2011-06-21T06:00:16Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791518400\" lon=\"-86.787380383\"><ele>211.7</ele><time>2011-06-21T06:00:19Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791427450\" lon=\"-86.787414100\"><ele>211.6</ele><time>2011-06-21T06:00:23Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791331033\" lon=\"-86.787452217\"><ele>211.5</ele><time>2011-06-21T06:00:27Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791237883\" lon=\"-86.787491067\"><ele>211.5</ele><time>2011-06-21T06:00:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791148950\" lon=\"-86.787532717\"><ele>211.4</ele><time>2011-06-21T06:00:35Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791052300\" lon=\"-86.787574033\"><ele>211.3</ele><time>2011-06-21T06:00:39Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790959350\" lon=\"-86.787602150\"><ele>211.2</ele><time>2011-06-21T06:00:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790867267\" lon=\"-86.787636833\"><ele>211.1</ele><time>2011-06-21T06:00:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790766483\" lon=\"-86.787694333\"><ele>211.0</ele><time>2011-06-21T06:00:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790670583\" lon=\"-86.787744933\"><ele>210.8</ele><time>2011-06-21T06:00:55Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790578700\" lon=\"-86.787786400\"><ele>210.6</ele><time>2011-06-21T06:00:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790483850\" lon=\"-86.787825867\"><ele>210.5</ele><time>2011-06-21T06:01:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790392200\" lon=\"-86.787856417\"><ele>210.3</ele><time>2011-06-21T06:01:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790300000\" lon=\"-86.787892900\"><ele>210.1</ele><time>2011-06-21T06:01:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790204433\" lon=\"-86.787928950\"><ele>209.9</ele><time>2011-06-21T06:01:15Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790109550\" lon=\"-86.787961000\"><ele>209.7</ele><time>2011-06-21T06:01:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790015483\" lon=\"-86.787993500\"><ele>209.5</ele><time>2011-06-21T06:01:23Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789926133\" lon=\"-86.788026067\"><ele>209.4</ele><time>2011-06-21T06:01:27Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789832717\" lon=\"-86.788056317\"><ele>209.2</ele><time>2011-06-21T06:01:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789755300\" lon=\"-86.788097133\"><ele>209.0</ele><time>2011-06-21T06:01:35Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789717450\" lon=\"-86.788222350\"><ele>209.3</ele><time>2011-06-21T06:01:39Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789717550\" lon=\"-86.788321433\"><ele>209.5</ele><time>2011-06-21T06:01:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789753650\" lon=\"-86.788438417\"><ele>209.8</ele><time>2011-06-21T06:01:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789794833\" lon=\"-86.788559617\"><ele>210.1</ele><time>2011-06-21T06:01:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789822567\" lon=\"-86.788676500\"><ele>210.4</ele><time>2011-06-21T06:01:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789837117\" lon=\"-86.788799767\"><ele>210.6</ele><time>2011-06-21T06:01:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789850567\" lon=\"-86.788918133\"><ele>210.9</ele><time>2011-06-21T06:02:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789853383\" lon=\"-86.789036483\"><ele>211.5</ele><time>2011-06-21T06:02:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789858133\" lon=\"-86.789151933\"><ele>212.2</ele><time>2011-06-21T06:02:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789856233\" lon=\"-86.789270783\"><ele>212.8</ele><time>2011-06-21T06:02:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789861067\" lon=\"-86.789395800\"><ele>213.5</ele><time>2011-06-21T06:02:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789863000\" lon=\"-86.789517967\"><ele>213.8</ele><time>2011-06-21T06:02:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789867100\" lon=\"-86.789637700\"><ele>214.2</ele><time>2011-06-21T06:02:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789868817\" lon=\"-86.789758650\"><ele>214.5</ele><time>2011-06-21T06:02:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789879367\" lon=\"-86.789883067\"><ele>215.0</ele><time>2011-06-21T06:02:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789883517\" lon=\"-86.790006250\"><ele>215.5</ele><time>2011-06-21T06:02:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789892500\" lon=\"-86.790107833\"><ele>215.9</ele><time>2011-06-21T06:02:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789899767\" lon=\"-86.790216383\"><ele>216.4</ele><time>2011-06-21T06:02:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789913733\" lon=\"-86.790336817\"><ele>216.5</ele><time>2011-06-21T06:02:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789917367\" lon=\"-86.790454083\"><ele>216.5</ele><time>2011-06-21T06:02:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789916583\" lon=\"-86.790583500\"><ele>216.6</ele><time>2011-06-21T06:02:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789909067\" lon=\"-86.790697650\"><ele>216.7</ele><time>2011-06-21T06:03:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789904083\" lon=\"-86.790816833\"><ele>216.8</ele><time>2011-06-21T06:03:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789920000\" lon=\"-86.790926233\"><ele>216.9</ele><time>2011-06-21T06:03:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789925000\" lon=\"-86.791046683\"><ele>217.0</ele><time>2011-06-21T06:03:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789935117\" lon=\"-86.791160950\"><ele>217.0</ele><time>2011-06-21T06:03:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789937717\" lon=\"-86.791266483\"><ele>217.0</ele><time>2011-06-21T06:03:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789947867\" lon=\"-86.791382167\"><ele>217.0</ele><time>2011-06-21T06:03:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789957767\" lon=\"-86.791499050\"><ele>217.1</ele><time>2011-06-21T06:03:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789951217\" lon=\"-86.791613400\"><ele>217.2</ele><time>2011-06-21T06:03:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789948300\" lon=\"-86.791726133\"><ele>217.3</ele><time>2011-06-21T06:03:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789953050\" lon=\"-86.791840067\"><ele>217.4</ele><time>2011-06-21T06:03:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789956400\" lon=\"-86.791949017\"><ele>217.5</ele><time>2011-06-21T06:03:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789960400\" lon=\"-86.792061117\"><ele>217.5</ele><time>2011-06-21T06:03:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789967217\" lon=\"-86.792188133\"><ele>217.6</ele><time>2011-06-21T06:03:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789971283\" lon=\"-86.792311300\"><ele>217.7</ele><time>2011-06-21T06:03:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789976033\" lon=\"-86.792432217\"><ele>217.8</ele><time>2011-06-21T06:04:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789982417\" lon=\"-86.792554667\"><ele>217.9</ele><time>2011-06-21T06:04:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789969317\" lon=\"-86.792674833\"><ele>218.0</ele><time>2011-06-21T06:04:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789946917\" lon=\"-86.792787067\"><ele>218.0</ele><time>2011-06-21T06:04:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789909567\" lon=\"-86.792887567\"><ele>218.0</ele><time>2011-06-21T06:04:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789892200\" lon=\"-86.792984533\"><ele>218.0</ele><time>2011-06-21T06:04:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789900983\" lon=\"-86.793103717\"><ele>218.1</ele><time>2011-06-21T06:04:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789916550\" lon=\"-86.793227317\"><ele>218.2</ele><time>2011-06-21T06:04:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789915550\" lon=\"-86.793349050\"><ele>218.3</ele><time>2011-06-21T06:04:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789919833\" lon=\"-86.793473517\"><ele>218.4</ele><time>2011-06-21T06:04:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789911817\" lon=\"-86.793578833\"><ele>218.5</ele><time>2011-06-21T06:04:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789918100\" lon=\"-86.793693800\"><ele>218.5</ele><time>2011-06-21T06:04:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789930483\" lon=\"-86.793814933\"><ele>218.6</ele><time>2011-06-21T06:04:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789941017\" lon=\"-86.793917650\"><ele>218.7</ele><time>2011-06-21T06:04:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789935833\" lon=\"-86.794017600\"><ele>218.8</ele><time>2011-06-21T06:04:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789954817\" lon=\"-86.794121200\"><ele>218.9</ele><time>2011-06-21T06:05:00Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789946467\" lon=\"-86.794220683\"><ele>219.0</ele><time>2011-06-21T06:05:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789954883\" lon=\"-86.794321367\"><ele>219.0</ele><time>2011-06-21T06:05:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789957333\" lon=\"-86.794446517\"><ele>219.0</ele><time>2011-06-21T06:05:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789953967\" lon=\"-86.794571000\"><ele>219.0</ele><time>2011-06-21T06:05:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789950717\" lon=\"-86.794683917\"><ele>219.0</ele><time>2011-06-21T06:05:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789944733\" lon=\"-86.794806700\"><ele>219.0</ele><time>2011-06-21T06:05:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789942883\" lon=\"-86.794924867\"><ele>219.0</ele><time>2011-06-21T06:05:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789929667\" lon=\"-86.795042967\"><ele>219.0</ele><time>2011-06-21T06:05:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789870833\" lon=\"-86.795126983\"><ele>219.0</ele><time>2011-06-21T06:05:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789775867\" lon=\"-86.795123250\"><ele>219.0</ele><time>2011-06-21T06:05:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789675033\" lon=\"-86.795122233\"><ele>219.0</ele><time>2011-06-21T06:05:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789579433\" lon=\"-86.795126750\"><ele>219.0</ele><time>2011-06-21T06:05:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789485367\" lon=\"-86.795130317\"><ele>219.0</ele><time>2011-06-21T06:05:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789404417\" lon=\"-86.795145200\"><ele>219.0</ele><time>2011-06-21T06:05:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789309433\" lon=\"-86.795135533\"><ele>219.0</ele><time>2011-06-21T06:05:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789225700\" lon=\"-86.795126700\"><ele>219.0</ele><time>2011-06-21T06:06:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789174650\" lon=\"-86.795008700\"><ele>218.9</ele><time>2011-06-21T06:06:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789164600\" lon=\"-86.794884533\"><ele>218.8</ele><time>2011-06-21T06:06:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789174583\" lon=\"-86.794777633\"><ele>218.7</ele><time>2011-06-21T06:06:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789175267\" lon=\"-86.794678317\"><ele>218.6</ele><time>2011-06-21T06:06:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789189683\" lon=\"-86.794547467\"><ele>218.5</ele><time>2011-06-21T06:06:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789183267\" lon=\"-86.794413250\"><ele>218.5</ele><time>2011-06-21T06:06:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789210833\" lon=\"-86.794283367\"><ele>218.4</ele><time>2011-06-21T06:06:29Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789209233\" lon=\"-86.794159400\"><ele>218.3</ele><time>2011-06-21T06:06:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789212167\" lon=\"-86.794013700\"><ele>218.2</ele><time>2011-06-21T06:06:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789208300\" lon=\"-86.793895367\"><ele>218.1</ele><time>2011-06-21T06:06:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789215433\" lon=\"-86.793780517\"><ele>218.0</ele><time>2011-06-21T06:06:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789192067\" lon=\"-86.793657500\"><ele>218.0</ele><time>2011-06-21T06:06:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789182233\" lon=\"-86.793543867\"><ele>218.0</ele><time>2011-06-21T06:06:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789190967\" lon=\"-86.793421467\"><ele>218.0</ele><time>2011-06-21T06:06:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789187100\" lon=\"-86.793313033\"><ele>217.9</ele><time>2011-06-21T06:07:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789176733\" lon=\"-86.793192583\"><ele>217.8</ele><time>2011-06-21T06:07:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789169433\" lon=\"-86.793072667\"><ele>217.7</ele><time>2011-06-21T06:07:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789177033\" lon=\"-86.792960350\"><ele>217.6</ele><time>2011-06-21T06:07:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789188150\" lon=\"-86.792852950\"><ele>217.5</ele><time>2011-06-21T06:07:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789186600\" lon=\"-86.792739767\"><ele>217.5</ele><time>2011-06-21T06:07:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789172717\" lon=\"-86.792619467\"><ele>217.4</ele><time>2011-06-21T06:07:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789165683\" lon=\"-86.792497000\"><ele>217.2</ele><time>2011-06-21T06:07:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789168333\" lon=\"-86.792380983\"><ele>217.0</ele><time>2011-06-21T06:07:34Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789172500\" lon=\"-86.792265533\"><ele>216.8</ele><time>2011-06-21T06:07:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789178283\" lon=\"-86.792149183\"><ele>216.6</ele><time>2011-06-21T06:07:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789158267\" lon=\"-86.792023650\"><ele>216.5</ele><time>2011-06-21T06:07:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789147083\" lon=\"-86.791912833\"><ele>216.5</ele><time>2011-06-21T06:07:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789143050\" lon=\"-86.791798567\"><ele>216.4</ele><time>2011-06-21T06:07:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789128533\" lon=\"-86.791676567\"><ele>216.5</ele><time>2011-06-21T06:07:58Z</time></trkpt>\r\n",
        "<trkpt lat"
       ]
      },
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "=\"34.789118950\" lon=\"-86.791553967\"><ele>216.5</ele><time>2011-06-21T06:08:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789111500\" lon=\"-86.791432650\"><ele>216.6</ele><time>2011-06-21T06:08:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789108533\" lon=\"-86.791316317\"><ele>216.7</ele><time>2011-06-21T06:08:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789102233\" lon=\"-86.791217567\"><ele>216.9</ele><time>2011-06-21T06:08:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789079483\" lon=\"-86.791101633\"><ele>217.1</ele><time>2011-06-21T06:08:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789037567\" lon=\"-86.790997067\"><ele>217.3</ele><time>2011-06-21T06:08:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789005500\" lon=\"-86.790882050\"><ele>217.3</ele><time>2011-06-21T06:08:24Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788986100\" lon=\"-86.790762550\"><ele>217.3</ele><time>2011-06-21T06:08:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788973117\" lon=\"-86.790629383\"><ele>217.3</ele><time>2011-06-21T06:08:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788977233\" lon=\"-86.790502350\"><ele>217.3</ele><time>2011-06-21T06:08:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788985450\" lon=\"-86.790379283\"><ele>217.1</ele><time>2011-06-21T06:08:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788980533\" lon=\"-86.790261717\"><ele>216.9</ele><time>2011-06-21T06:08:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788961550\" lon=\"-86.790157083\"><ele>216.7</ele><time>2011-06-21T06:08:47Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788957933\" lon=\"-86.790057500\"><ele>216.2</ele><time>2011-06-21T06:08:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788945867\" lon=\"-86.789941350\"><ele>215.6</ele><time>2011-06-21T06:08:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788943167\" lon=\"-86.789838317\"><ele>215.1</ele><time>2011-06-21T06:08:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788947183\" lon=\"-86.789731150\"><ele>214.5</ele><time>2011-06-21T06:09:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788937883\" lon=\"-86.789620417\"><ele>214.2</ele><time>2011-06-21T06:09:04Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788937683\" lon=\"-86.789520500\"><ele>213.8</ele><time>2011-06-21T06:09:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788932733\" lon=\"-86.789415167\"><ele>213.5</ele><time>2011-06-21T06:09:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788928367\" lon=\"-86.789313867\"><ele>213.1</ele><time>2011-06-21T06:09:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788919350\" lon=\"-86.789212117\"><ele>212.5</ele><time>2011-06-21T06:09:16Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788917817\" lon=\"-86.789084600\"><ele>211.8</ele><time>2011-06-21T06:09:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788932817\" lon=\"-86.788970483\"><ele>211.2</ele><time>2011-06-21T06:09:24Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788966533\" lon=\"-86.788856067\"><ele>210.9</ele><time>2011-06-21T06:09:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.788998567\" lon=\"-86.788751533\"><ele>210.6</ele><time>2011-06-21T06:09:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789036583\" lon=\"-86.788654483\"><ele>210.4</ele><time>2011-06-21T06:09:35Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789076767\" lon=\"-86.788557167\"><ele>210.1</ele><time>2011-06-21T06:09:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789124400\" lon=\"-86.788470883\"><ele>209.8</ele><time>2011-06-21T06:09:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789188000\" lon=\"-86.788384717\"><ele>209.5</ele><time>2011-06-21T06:09:45Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789265067\" lon=\"-86.788322950\"><ele>209.3</ele><time>2011-06-21T06:09:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789343150\" lon=\"-86.788274450\"><ele>209.0</ele><time>2011-06-21T06:09:52Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789430683\" lon=\"-86.788207200\"><ele>209.0</ele><time>2011-06-21T06:09:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789544117\" lon=\"-86.788150933\"><ele>209.0</ele><time>2011-06-21T06:10:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789695033\" lon=\"-86.788078467\"><ele>209.2</ele><time>2011-06-21T06:10:08Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789766267\" lon=\"-86.788030283\"><ele>209.4</ele><time>2011-06-21T06:10:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.789915350\" lon=\"-86.787981367\"><ele>209.5</ele><time>2011-06-21T06:10:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790008950\" lon=\"-86.787963983\"><ele>209.7</ele><time>2011-06-21T06:10:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790130717\" lon=\"-86.787911450\"><ele>209.9</ele><time>2011-06-21T06:10:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790269783\" lon=\"-86.787879567\"><ele>210.1</ele><time>2011-06-21T06:10:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790385550\" lon=\"-86.787822200\"><ele>210.3</ele><time>2011-06-21T06:10:35Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790490733\" lon=\"-86.787775633\"><ele>210.5</ele><time>2011-06-21T06:10:39Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790619400\" lon=\"-86.787721217\"><ele>210.6</ele><time>2011-06-21T06:10:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790729783\" lon=\"-86.787702033\"><ele>210.8</ele><time>2011-06-21T06:10:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790837550\" lon=\"-86.787652967\"><ele>211.0</ele><time>2011-06-21T06:10:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.790923083\" lon=\"-86.787632500\"><ele>211.1</ele><time>2011-06-21T06:10:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791019883\" lon=\"-86.787619900\"><ele>211.2</ele><time>2011-06-21T06:11:02Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791107817\" lon=\"-86.787588717\"><ele>211.3</ele><time>2011-06-21T06:11:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791194283\" lon=\"-86.787555550\"><ele>211.4</ele><time>2011-06-21T06:11:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791281617\" lon=\"-86.787526417\"><ele>211.5</ele><time>2011-06-21T06:11:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791366700\" lon=\"-86.787502883\"><ele>211.5</ele><time>2011-06-21T06:11:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791455833\" lon=\"-86.787481967\"><ele>211.6</ele><time>2011-06-21T06:11:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791542983\" lon=\"-86.787441033\"><ele>211.7</ele><time>2011-06-21T06:11:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791628233\" lon=\"-86.787393033\"><ele>211.8</ele><time>2011-06-21T06:11:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791715967\" lon=\"-86.787344550\"><ele>212.0</ele><time>2011-06-21T06:11:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791813433\" lon=\"-86.787319183\"><ele>212.2</ele><time>2011-06-21T06:11:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791911350\" lon=\"-86.787318367\"><ele>212.3</ele><time>2011-06-21T06:11:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791999367\" lon=\"-86.787332050\"><ele>212.4</ele><time>2011-06-21T06:11:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792091117\" lon=\"-86.787369517\"><ele>212.5</ele><time>2011-06-21T06:11:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792164950\" lon=\"-86.787437000\"><ele>212.5</ele><time>2011-06-21T06:11:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792243633\" lon=\"-86.787510100\"><ele>212.6</ele><time>2011-06-21T06:11:58Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792321567\" lon=\"-86.787567233\"><ele>212.7</ele><time>2011-06-21T06:12:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792399867\" lon=\"-86.787642283\"><ele>212.8</ele><time>2011-06-21T06:12:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792461767\" lon=\"-86.787712667\"><ele>212.9</ele><time>2011-06-21T06:12:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792572000\" lon=\"-86.787713933\"><ele>212.9</ele><time>2011-06-21T06:12:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792668767\" lon=\"-86.787681117\"><ele>212.8</ele><time>2011-06-21T06:12:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792752050\" lon=\"-86.787632667\"><ele>212.7</ele><time>2011-06-21T06:12:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792834767\" lon=\"-86.787570750\"><ele>212.6</ele><time>2011-06-21T06:12:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792907833\" lon=\"-86.787522483\"><ele>212.5</ele><time>2011-06-21T06:12:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793004800\" lon=\"-86.787445433\"><ele>212.5</ele><time>2011-06-21T06:12:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793116867\" lon=\"-86.787434517\"><ele>212.4</ele><time>2011-06-21T06:12:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793247017\" lon=\"-86.787450000\"><ele>212.6</ele><time>2011-06-21T06:12:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793326150\" lon=\"-86.787531383\"><ele>212.9</ele><time>2011-06-21T06:12:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793373300\" lon=\"-86.787620917\"><ele>213.2</ele><time>2011-06-21T06:12:49Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793399033\" lon=\"-86.787736833\"><ele>213.5</ele><time>2011-06-21T06:12:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793414800\" lon=\"-86.787849150\"><ele>213.8</ele><time>2011-06-21T06:12:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793444867\" lon=\"-86.787961483\"><ele>214.2</ele><time>2011-06-21T06:13:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793474483\" lon=\"-86.788068850\"><ele>214.5</ele><time>2011-06-21T06:13:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793503317\" lon=\"-86.788174417\"><ele>214.9</ele><time>2011-06-21T06:13:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793541817\" lon=\"-86.788274867\"><ele>215.5</ele><time>2011-06-21T06:13:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793566000\" lon=\"-86.788377767\"><ele>216.0</ele><time>2011-06-21T06:13:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793607050\" lon=\"-86.788491367\"><ele>216.5</ele><time>2011-06-21T06:13:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793651933\" lon=\"-86.788602767\"><ele>216.7</ele><time>2011-06-21T06:13:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793695983\" lon=\"-86.788693200\"><ele>216.9</ele><time>2011-06-21T06:13:28Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793751733\" lon=\"-86.788842133\"><ele>217.1</ele><time>2011-06-21T06:13:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793778683\" lon=\"-86.788974283\"><ele>217.3</ele><time>2011-06-21T06:13:38Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793799633\" lon=\"-86.789073333\"><ele>217.5</ele><time>2011-06-21T06:13:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793831300\" lon=\"-86.789170250\"><ele>217.6</ele><time>2011-06-21T06:13:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793874900\" lon=\"-86.789291650\"><ele>217.8</ele><time>2011-06-21T06:13:51Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793927467\" lon=\"-86.789394517\"><ele>218.0</ele><time>2011-06-21T06:13:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794027133\" lon=\"-86.789429867\"><ele>218.3</ele><time>2011-06-21T06:14:00Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794110267\" lon=\"-86.789437500\"><ele>218.5</ele><time>2011-06-21T06:14:04Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794197800\" lon=\"-86.789419967\"><ele>218.8</ele><time>2011-06-21T06:14:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794273050\" lon=\"-86.789465917\"><ele>219.1</ele><time>2011-06-21T06:14:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794339550\" lon=\"-86.789525333\"><ele>219.4</ele><time>2011-06-21T06:14:13Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794400067\" lon=\"-86.789624000\"><ele>219.6</ele><time>2011-06-21T06:14:17Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794450100\" lon=\"-86.789731183\"><ele>219.9</ele><time>2011-06-21T06:14:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794500850\" lon=\"-86.789844700\"><ele>220.0</ele><time>2011-06-21T06:14:25Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794517933\" lon=\"-86.789961983\"><ele>220.1</ele><time>2011-06-21T06:14:29Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794512367\" lon=\"-86.790079133\"><ele>220.2</ele><time>2011-06-21T06:14:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794489967\" lon=\"-86.790197233\"><ele>220.3</ele><time>2011-06-21T06:14:37Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794443233\" lon=\"-86.790310700\"><ele>220.1</ele><time>2011-06-21T06:14:41Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794397967\" lon=\"-86.790407217\"><ele>219.9</ele><time>2011-06-21T06:14:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794310900\" lon=\"-86.790473567\"><ele>219.7</ele><time>2011-06-21T06:14:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794228783\" lon=\"-86.790549417\"><ele>219.6</ele><time>2011-06-21T06:14:53Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794136433\" lon=\"-86.790599683\"><ele>219.5</ele><time>2011-06-21T06:14:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.794033200\" lon=\"-86.790623150\"><ele>219.5</ele><time>2011-06-21T06:15:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793928900\" lon=\"-86.790624483\"><ele>219.3</ele><time>2011-06-21T06:15:05Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793827233\" lon=\"-86.790602917\"><ele>219.3</ele><time>2011-06-21T06:15:09Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793745967\" lon=\"-86.790559500\"><ele>219.3</ele><time>2011-06-21T06:15:12Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793670633\" lon=\"-86.790503717\"><ele>219.3</ele><time>2011-06-21T06:15:16Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793602683\" lon=\"-86.790435183\"><ele>219.3</ele><time>2011-06-21T06:15:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793537917\" lon=\"-86.790330400\"><ele>219.3</ele><time>2011-06-21T06:15:22Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793487517\" lon=\"-86.790215617\"><ele>219.3</ele><time>2011-06-21T06:15:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793450450\" lon=\"-86.790117350\"><ele>219.3</ele><time>2011-06-21T06:15:29Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793427300\" lon=\"-86.790021650\"><ele>219.1</ele><time>2011-06-21T06:15:32Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793431050\" lon=\"-86.789898200\"><ele>218.9</ele><time>2011-06-21T06:15:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793454650\" lon=\"-86.789778067\"><ele>218.7</ele><time>2011-06-21T06:15:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793496917\" lon=\"-86.789686633\"><ele>218.6</ele><time>2011-06-21T06:15:43Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793561950\" lon=\"-86.789607400\"><ele>218.5</ele><time>2011-06-21T06:15:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793633150\" lon=\"-86.789519800\"><ele>218.5</ele><time>2011-06-21T06:15:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793711217\" lon=\"-86.789445783\"><ele>218.4</ele><time>2011-06-21T06:15:54Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793702900\" lon=\"-86.789314150\"><ele>218.3</ele><time>2011-06-21T06:15:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793675417\" lon=\"-86.789203733\"><ele>218.0</ele><time>2011-06-21T06:16:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793649567\" lon=\"-86.789091967\"><ele>217.7</ele><time>2011-06-21T06:16:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793613817\" lon=\"-86.788983900\"><ele>217.5</ele><time>2011-06-21T06:16:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793559867\" lon=\"-86.788874200\"><ele>217.3</ele><time>2011-06-21T06:16:15Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793521567\" lon=\"-86.788781550\"><ele>217.1</ele><time>2011-06-21T06:16:18Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793483517\" lon=\"-86.788686133\"><ele>216.9</ele><time>2011-06-21T06:16:21Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793448200\" lon=\"-86.788590333\"><ele>216.7</ele><time>2011-06-21T06:16:23Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793409600\" lon=\"-86.788498533\"><ele>216.5</ele><time>2011-06-21T06:16:26Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793377217\" lon=\"-86.788386717\"><ele>216.0</ele><time>2011-06-21T06:16:30Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793327717\" lon=\"-86.788286167\"><ele>215.5</ele><time>2011-06-21T06:16:33Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793287250\" lon=\"-86.788180917\"><ele>214.9</ele><time>2011-06-21T06:16:36Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793268350\" lon=\"-86.788068967\"><ele>214.5</ele><time>2011-06-21T06:16:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793256017\" lon=\"-86.787970117\"><ele>214.2</ele><time>2011-06-21T06:16:44Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793220233\" lon=\"-86.787860917\"><ele>213.8</ele><time>2011-06-21T06:16:48Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793180567\" lon=\"-86.787740850\"><ele>213.5</ele><time>2011-06-21T06:16:52Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793132350\" lon=\"-86.787624667\"><ele>213.3</ele><time>2011-06-21T06:16:56Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793111267\" lon=\"-86.787525550\"><ele>213.0</ele><time>2011-06-21T06:16:59Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.793035267\" lon=\"-86.787481017\"><ele>212.7</ele><time>2011-06-21T06:17:03Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792953700\" lon=\"-86.787513783\"><ele>212.5</ele><time>2011-06-21T06:17:07Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792860483\" lon=\"-86.787560567\"><ele>212.5</ele><time>2011-06-21T06:17:11Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792778033\" lon=\"-86.787614083\"><ele>212.6</ele><time>2011-06-21T06:17:15Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792701500\" lon=\"-86.787685800\"><ele>212.7</ele><time>2011-06-21T06:17:20Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792618350\" lon=\"-86.787765433\"><ele>212.8</ele><time>2011-06-21T06:17:23Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792538783\" lon=\"-86.787824550\"><ele>212.9</ele><time>2011-06-21T06:17:27Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792454067\" lon=\"-86.787829417\"><ele>212.9</ele><time>2011-06-21T06:17:31Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792389167\" lon=\"-86.787737983\"><ele>212.8</ele><time>2011-06-21T06:17:35Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792318067\" lon=\"-86.787647850\"><ele>212.7</ele><time>2011-06-21T06:17:40Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792259317\" lon=\"-86.787577550\"><ele>212.6</ele><time>2011-06-21T06:17:42Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792193333\" lon=\"-86.787480550\"><ele>212.5</ele><time>2011-06-21T06:17:46Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792123267\" lon=\"-86.787387050\"><ele>212.5</ele><time>2011-06-21T06:17:50Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.792048033\" lon=\"-86.787328467\"><ele>212.4</ele><time>2011-06-21T06:17:55Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791970350\" lon=\"-86.787294217\"><ele>212.3</ele><time>2011-06-21T06:17:57Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791873700\" lon=\"-86.787271767\"><ele>212.2</ele><time>2011-06-21T06:18:01Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791782067\" lon=\"-86.787278750\"><ele>212.1</ele><time>2011-06-21T06:18:06Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791683667\" lon=\"-86.787290250\"><ele>212.0</ele><time>2011-06-21T06:18:10Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791592517\" lon=\"-86.787318300\"><ele>212.0</ele><time>2011-06-21T06:18:14Z</time></trkpt>\r\n",
        "<trkpt lat=\"34.791494767\" lon=\"-86.787355100\"><ele>212.0</ele><time>2011-06-21T06:18:18Z</time></trkpt>\r\n",
        "</trkseg>\r\n",
        "</trk>\r\n",
        "</gpx>\r\n"
       ]
      }
     ],
     "prompt_number": 3
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "## gpxpy's Representation\n",
      "Now let's see what gpxpy does with the data"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx = gpxpy.parse(open(gpx_files[97]))\n",
      "gpx"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 4,
       "text": [
        "GPX(tracks=[GPXTrack(name=u'Running 8/11/12 6:02 am', number=0, segments=[GPXTrackSegment(points=[...])])])"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "You can see what functions are available using IPython's tab completion."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx.tracks"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 5,
       "text": [
        "[GPXTrack(name=u'Running 8/11/12 6:02 am', number=0, segments=[GPXTrackSegment(points=[...])])]"
       ]
      }
     ],
     "prompt_number": 5
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "Let's look at the track data"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx_track = gpx.tracks[0]\n",
      "gpx_track"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 6,
       "text": [
        "GPXTrack(name=u'Running 8/11/12 6:02 am', number=0, segments=[GPXTrackSegment(points=[...])])"
       ]
      }
     ],
     "prompt_number": 6
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### Track Summary\n",
      "Some information on this track"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print(\"Name: \" + gpx_track.name)\n",
      "print(\"Description: \" + str(gpx_track.description))\n",
      "print(\"Start: \" + str(gpx_track.get_time_bounds().start_time.isoformat()))\n",
      "print(\"End: \" + str(gpx_track.get_time_bounds().end_time))\n",
      " \n",
      "bounds = gpx_track.get_bounds()\n",
      "print(\"Latitude Bounds: (%f, %f)\" % (bounds.min_latitude, bounds.max_latitude))\n",
      "print(\"Longitude Bounds: (%f, %f)\" % (bounds.min_longitude, bounds.max_longitude))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "Name: Running 8/11/12 6:02 am\n",
        "Description: None\n",
        "Start: 2012-08-11T06:02:09\n",
        "End: 2012-08-11 07:31:42\n",
        "Latitude Bounds: (34.713744, 34.735524)\n",
        "Longitude Bounds: (-86.703750, -86.676670)\n"
       ]
      }
     ],
     "prompt_number": 7
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### Run Duration\n",
      "Duration returned in seconds."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx_track.get_duration()*1./60"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 8,
       "text": [
        "89.55"
       ]
      }
     ],
     "prompt_number": 8
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "### Run Distance\n",
      "What wat the length of the run?\n",
      "Length returned in meters. 2d and 3d distance is available."
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx_track.length_2d()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 9,
       "text": [
        "14487.726193240629"
       ]
      }
     ],
     "prompt_number": 9
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "gpx_track.length_3d()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 10,
       "text": [
        "14495.595071043379"
       ]
      }
     ],
     "prompt_number": 10
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "###Quick Visualization"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "track_coords = [[point.latitude,point.longitude, point.elevation] \n",
      "                                for track in gpx.tracks \n",
      "                                    for segment in track.segments \n",
      "                                        for point in segment.points]\n",
      " \n",
      "coords_df = pd.DataFrame(track_coords, columns=['Latitude','Longitude','Altitude'])\n",
      " \n",
      "fig = plt.figure(figsize=(12,9))\n",
      "coords_df.plot('Longitude','Latitude', color='#A00084', linewidth=1.5)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 11,
       "text": [
        "<matplotlib.axes.AxesSubplot at 0x106e71e10>"
       ]
      },
      {
       "metadata": {},
       "output_type": "display_data",
       "png": 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+n+I+RW1hlYJVEV1mqTFD66tr+UAiIickSRL6/m4opuybC5+e/tg+ZxW2/3oV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\n",
       "text": [
        "<matplotlib.figure.Figure at 0x106e71710>"
       ]
      }
     ],
     "prompt_number": 11
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 11
    }
   ],
   "metadata": {}
  }
 ]
}