plot_route.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "import gpxpy\n",
    "from pandas import DataFrame\n",
    "import mplleaflet\n",
    "import matplotlib.pyplot as plt\n",
    "import gpx_parser as parser\n",
    "import gmplot\n",
    "from random import randint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
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       "      <th>Longitude</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Altitude</th>\n",
       "      <th>Time</th>\n",
       "      <th>Speed</th>\n",
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       "      <td>2011-09-06 17:22:52+00:00</td>\n",
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      ],
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       "      Longitude   Latitude  Altitude                      Time     Speed\n",
       "115   14.522328  46.080967     235.6 2011-09-06 14:18:16+00:00  0.000000\n",
       "116   14.522328  46.080967     235.6 2011-09-06 14:18:17+00:00  0.033333\n",
       "117   14.522328  46.080967     235.8 2011-09-06 14:18:23+00:00  0.066667\n",
       "118   14.522328  46.080967     236.0 2011-09-06 14:18:25+00:00  0.200000\n",
       "119   14.522328  46.080967     236.6 2011-09-06 14:18:27+00:00  0.200000\n",
       "...         ...        ...       ...                       ...       ...\n",
       "5320  14.521861  46.082050     302.6 2011-09-06 17:22:42+00:00  5.794906\n",
       "5321  14.521791  46.082060     302.6 2011-09-06 17:22:43+00:00  5.401190\n",
       "5322  14.521554  46.082155     302.6 2011-09-06 17:22:47+00:00  5.100837\n",
       "5323  14.521364  46.082169     302.6 2011-09-06 17:22:50+00:00  5.104679\n",
       "5324  14.521239  46.082130     302.6 2011-09-06 17:22:52+00:00  5.291619\n",
       "\n",
       "[5210 rows x 5 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "direc = './all_routes/Rider'\n",
    "rider = 3\n",
    "route = 5\n",
    "\n",
    "gpx = gpxpy.parse(open(direc + str(rider) + '/f' + str(route) + '.gpx'))\n",
    "track = gpx.tracks[0]\n",
    "segment = track.segments[0]\n",
    "\n",
    "\n",
    "data = []\n",
    "segment_length = segment.length_3d()\n",
    "for point_idx, point in enumerate(segment.points):\n",
    "    data.append([point.longitude, point.latitude,\n",
    "                 point.elevation, point.time, segment.get_speed(point_idx)])\n",
    "\n",
    "columns = ['Longitude', 'Latitude', 'Altitude', 'Time', 'Speed']\n",
    "df = DataFrame(data, columns=columns)\n",
    "df.head()\n",
    "\n",
    "df = df.dropna()\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
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       "                        {\"responsive\": true}\n",
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       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "\n",
    "fig = px.scatter_mapbox(df, lat=\"Latitude\", lon=\"Longitude\", zoom=20)\n",
    "\n",
    "fig.update_layout(mapbox_style=\"stamen-terrain\", mapbox_zoom=4, mapbox_center_lat = 41,\n",
    "    margin={\"r\":0,\"t\":0,\"l\":0,\"b\":0})\n",
    "\n",
    "fig.show()"
   ]
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