AggregatingStatistics.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import osmapi as osm\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import plotly as pt\n",
    "import osmapi as osm\n",
    "import plotly.graph_objects as go\n",
    "import plotly.express as px\n",
    "import pydeck as pdk\n",
    "import folium\n",
    "import os\n",
    "import datetime\n",
    "api = osm.OsmApi()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>id</th>\n",
       "      <th>time</th>\n",
       "      <th>geometry</th>\n",
       "      <th>Engine Load.value</th>\n",
       "      <th>Engine Load.unit</th>\n",
       "      <th>CO2.value</th>\n",
       "      <th>CO2.unit</th>\n",
       "      <th>Intake Pressure.value</th>\n",
       "      <th>Intake Pressure.unit</th>\n",
       "      <th>...</th>\n",
       "      <th>track.touVersion</th>\n",
       "      <th>O2 Lambda Voltage ER.value</th>\n",
       "      <th>O2 Lambda Voltage ER.unit</th>\n",
       "      <th>MAF.value</th>\n",
       "      <th>MAF.unit</th>\n",
       "      <th>O2 Lambda Voltage.value</th>\n",
       "      <th>O2 Lambda Voltage.unit</th>\n",
       "      <th>st_nodes</th>\n",
       "      <th>end_nodes</th>\n",
       "      <th>max_speed</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>133</td>\n",
       "      <td>5e42ccb63965f3689459b8f9</td>\n",
       "      <td>2020-02-03T17:23:04</td>\n",
       "      <td>POINT (7.601057994636752 51.94497494499429)</td>\n",
       "      <td>60.693559</td>\n",
       "      <td>%</td>\n",
       "      <td>12.532860</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>57.808463</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>134</td>\n",
       "      <td>5e42ccb63965f3689459b8fa</td>\n",
       "      <td>2020-02-03T17:23:09</td>\n",
       "      <td>POINT (7.601532784823066 51.94552838110832)</td>\n",
       "      <td>40.934116</td>\n",
       "      <td>%</td>\n",
       "      <td>10.056936</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>40.449614</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>135</td>\n",
       "      <td>5e42ccb63965f3689459b8fb</td>\n",
       "      <td>2020-02-03T17:23:14</td>\n",
       "      <td>POINT (7.602096892727208 51.94608124562291)</td>\n",
       "      <td>30.783810</td>\n",
       "      <td>%</td>\n",
       "      <td>7.252608</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>136</td>\n",
       "      <td>5e42ccb63965f3689459b8fc</td>\n",
       "      <td>2020-02-03T17:23:19</td>\n",
       "      <td>POINT (7.602564980565499 51.94666702340365)</td>\n",
       "      <td>29.590101</td>\n",
       "      <td>%</td>\n",
       "      <td>7.095522</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>28.999999</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>137</td>\n",
       "      <td>5e42ccb63965f3689459b8fd</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
       "      <td>POINT (7.602900041979403 51.94731436517897)</td>\n",
       "      <td>27.168067</td>\n",
       "      <td>%</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>26.727273</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>204</td>\n",
       "      <td>5e42ccb63965f3689459b941</td>\n",
       "      <td>2020-02-03T17:29:05</td>\n",
       "      <td>POINT (7.595171614118939 51.96509090564787)</td>\n",
       "      <td>84.810088</td>\n",
       "      <td>%</td>\n",
       "      <td>18.109086</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>76.758218</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>205</td>\n",
       "      <td>5e42ccb63965f3689459b942</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>POINT (7.594332430578294 51.96514638976937)</td>\n",
       "      <td>51.213566</td>\n",
       "      <td>%</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>49.749305</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>206</td>\n",
       "      <td>5e42ccb63965f3689459b943</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
       "      <td>POINT (7.593466547343575 51.96519774529605)</td>\n",
       "      <td>35.804855</td>\n",
       "      <td>%</td>\n",
       "      <td>6.828497</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>35.000001</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>207</td>\n",
       "      <td>5e42ccb63965f3689459b944</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
       "      <td>POINT (7.592625345160008 51.96525465733892)</td>\n",
       "      <td>26.351722</td>\n",
       "      <td>%</td>\n",
       "      <td>4.562019</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>25.027027</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>208</td>\n",
       "      <td>5e42ccb63965f3689459b945</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>POINT (7.591823222371572 51.96530573732579)</td>\n",
       "      <td>40.995717</td>\n",
       "      <td>%</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>kg/h</td>\n",
       "      <td>39.492537</td>\n",
       "      <td>kPa</td>\n",
       "      <td>...</td>\n",
       "      <td>2013-10-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>76 rows × 58 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Unnamed: 0                        id                 time  \\\n",
       "0          133  5e42ccb63965f3689459b8f9  2020-02-03T17:23:04   \n",
       "1          134  5e42ccb63965f3689459b8fa  2020-02-03T17:23:09   \n",
       "2          135  5e42ccb63965f3689459b8fb  2020-02-03T17:23:14   \n",
       "3          136  5e42ccb63965f3689459b8fc  2020-02-03T17:23:19   \n",
       "4          137  5e42ccb63965f3689459b8fd  2020-02-03T17:23:24   \n",
       "..         ...                       ...                  ...   \n",
       "71         204  5e42ccb63965f3689459b941  2020-02-03T17:29:05   \n",
       "72         205  5e42ccb63965f3689459b942  2020-02-03T17:29:10   \n",
       "73         206  5e42ccb63965f3689459b943  2020-02-03T17:29:15   \n",
       "74         207  5e42ccb63965f3689459b944  2020-02-03T17:29:20   \n",
       "75         208  5e42ccb63965f3689459b945  2020-02-03T17:29:25   \n",
       "\n",
       "                                       geometry  Engine Load.value  \\\n",
       "0   POINT (7.601057994636752 51.94497494499429)          60.693559   \n",
       "1   POINT (7.601532784823066 51.94552838110832)          40.934116   \n",
       "2   POINT (7.602096892727208 51.94608124562291)          30.783810   \n",
       "3   POINT (7.602564980565499 51.94666702340365)          29.590101   \n",
       "4   POINT (7.602900041979403 51.94731436517897)          27.168067   \n",
       "..                                          ...                ...   \n",
       "71  POINT (7.595171614118939 51.96509090564787)          84.810088   \n",
       "72  POINT (7.594332430578294 51.96514638976937)          51.213566   \n",
       "73  POINT (7.593466547343575 51.96519774529605)          35.804855   \n",
       "74  POINT (7.592625345160008 51.96525465733892)          26.351722   \n",
       "75  POINT (7.591823222371572 51.96530573732579)          40.995717   \n",
       "\n",
       "   Engine Load.unit  CO2.value CO2.unit  Intake Pressure.value  \\\n",
       "0                 %  12.532860     kg/h              57.808463   \n",
       "1                 %  10.056936     kg/h              40.449614   \n",
       "2                 %   7.252608     kg/h              30.000000   \n",
       "3                 %   7.095522     kg/h              28.999999   \n",
       "4                 %   6.939990     kg/h              26.727273   \n",
       "..              ...        ...      ...                    ...   \n",
       "71                %  18.109086     kg/h              76.758218   \n",
       "72                %   9.600139     kg/h              49.749305   \n",
       "73                %   6.828497     kg/h              35.000001   \n",
       "74                %   4.562019     kg/h              25.027027   \n",
       "75                %   7.682926     kg/h              39.492537   \n",
       "\n",
       "   Intake Pressure.unit  ...  track.touVersion O2 Lambda Voltage ER.value  \\\n",
       "0                   kPa  ...        2013-10-01                        NaN   \n",
       "1                   kPa  ...        2013-10-01                        NaN   \n",
       "2                   kPa  ...        2013-10-01                        NaN   \n",
       "3                   kPa  ...        2013-10-01                        NaN   \n",
       "4                   kPa  ...        2013-10-01                        NaN   \n",
       "..                  ...  ...               ...                        ...   \n",
       "71                  kPa  ...        2013-10-01                        NaN   \n",
       "72                  kPa  ...        2013-10-01                        NaN   \n",
       "73                  kPa  ...        2013-10-01                        NaN   \n",
       "74                  kPa  ...        2013-10-01                        NaN   \n",
       "75                  kPa  ...        2013-10-01                        NaN   \n",
       "\n",
       "    O2 Lambda Voltage ER.unit MAF.value  MAF.unit O2 Lambda Voltage.value  \\\n",
       "0                         NaN       NaN       NaN                     NaN   \n",
       "1                         NaN       NaN       NaN                     NaN   \n",
       "2                         NaN       NaN       NaN                     NaN   \n",
       "3                         NaN       NaN       NaN                     NaN   \n",
       "4                         NaN       NaN       NaN                     NaN   \n",
       "..                        ...       ...       ...                     ...   \n",
       "71                        NaN       NaN       NaN                     NaN   \n",
       "72                        NaN       NaN       NaN                     NaN   \n",
       "73                        NaN       NaN       NaN                     NaN   \n",
       "74                        NaN       NaN       NaN                     NaN   \n",
       "75                        NaN       NaN       NaN                     NaN   \n",
       "\n",
       "    O2 Lambda Voltage.unit    st_nodes   end_nodes max_speed  \n",
       "0                      NaN  6430014056    34924749        50  \n",
       "1                      NaN    34924749    34924777        50  \n",
       "2                      NaN    34924777   461970318        50  \n",
       "3                      NaN   461970318    34924784        50  \n",
       "4                      NaN    34924784  6430014035        50  \n",
       "..                     ...         ...         ...       ...  \n",
       "71                     NaN  5512269051    29041402        50  \n",
       "72                     NaN    29041402  5512269052        50  \n",
       "73                     NaN  5512269052  5512269053        50  \n",
       "74                     NaN  5512269053  5512269054        50  \n",
       "75                     NaN  5512269054  1120249942        50  \n",
       "\n",
       "[76 rows x 58 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv(\"track_2.csv\")\n",
    "data\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Unnamed: 0                      int64\n",
       "id                             object\n",
       "time                           object\n",
       "geometry                       object\n",
       "Engine Load.value             float64\n",
       "Engine Load.unit               object\n",
       "CO2.value                     float64\n",
       "CO2.unit                       object\n",
       "Intake Pressure.value         float64\n",
       "Intake Pressure.unit           object\n",
       "GPS VDOP.value                float64\n",
       "GPS VDOP.unit                  object\n",
       "GPS Speed.value               float64\n",
       "GPS Speed.unit                 object\n",
       "Intake Temperature.value      float64\n",
       "Intake Temperature.unit        object\n",
       "Consumption.value             float64\n",
       "Consumption.unit               object\n",
       "Rpm.value                     float64\n",
       "Rpm.unit                       object\n",
       "GPS HDOP.value                float64\n",
       "GPS HDOP.unit                  object\n",
       "GPS PDOP.value                float64\n",
       "GPS PDOP.unit                  object\n",
       "GPS Bearing.value             float64\n",
       "GPS Bearing.unit               object\n",
       "Calculated MAF.value          float64\n",
       "Calculated MAF.unit            object\n",
       "GPS Accuracy.value            float64\n",
       "GPS Accuracy.unit              object\n",
       "Speed.value                   float64\n",
       "Speed.unit                     object\n",
       "Throttle Position.value       float64\n",
       "Throttle Position.unit         object\n",
       "GPS Altitude.value            float64\n",
       "GPS Altitude.unit              object\n",
       "track.id                       object\n",
       "track.length                  float64\n",
       "track.begin                    object\n",
       "track.end                      object\n",
       "sensor.type                    object\n",
       "sensor.engineDisplacement       int64\n",
       "sensor.model                   object\n",
       "sensor.id                      object\n",
       "sensor.fuelType                object\n",
       "sensor.constructionYear         int64\n",
       "sensor.manufacturer            object\n",
       "track.appVersion               object\n",
       "track.touVersion               object\n",
       "O2 Lambda Voltage ER.value    float64\n",
       "O2 Lambda Voltage ER.unit     float64\n",
       "MAF.value                     float64\n",
       "MAF.unit                      float64\n",
       "O2 Lambda Voltage.value       float64\n",
       "O2 Lambda Voltage.unit        float64\n",
       "st_nodes                        int64\n",
       "end_nodes                       int64\n",
       "max_speed                       int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>st_node</th>\n",
       "      <th>end_node</th>\n",
       "      <th>speed</th>\n",
       "      <th>time</th>\n",
       "      <th>speed_limit</th>\n",
       "      <th>CO2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>2020-02-03T17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>52.999999</td>\n",
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       "      <td>53.000001</td>\n",
       "      <td>2020-02-03T17:23:19</td>\n",
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       "      <td>7.095522</td>\n",
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       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
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       "      <td>6.939990</td>\n",
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       "      <td>2020-02-03T17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
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       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
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       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
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       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
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       "  </tbody>\n",
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       "<p>76 rows × 6 columns</p>\n",
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      "text/plain": [
       "       st_node    end_node      speed                 time  speed_limit  \\\n",
       "0   6430014056    34924749  46.221106  2020-02-03T17:23:04           50   \n",
       "1     34924749    34924777  52.999999  2020-02-03T17:23:09           50   \n",
       "2     34924777   461970318  51.999998  2020-02-03T17:23:14           50   \n",
       "3    461970318    34924784  53.000001  2020-02-03T17:23:19           50   \n",
       "4     34924784  6430014035  56.000002  2020-02-03T17:23:24           50   \n",
       "..         ...         ...        ...                  ...          ...   \n",
       "71  5512269051    29041402  38.300000  2020-02-03T17:29:05           50   \n",
       "72    29041402  5512269052  41.867566  2020-02-03T17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058  2020-02-03T17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001  2020-02-03T17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000  2020-02-03T17:29:25           50   \n",
       "\n",
       "          CO2  \n",
       "0   12.532860  \n",
       "1   10.056936  \n",
       "2    7.252608  \n",
       "3    7.095522  \n",
       "4    6.939990  \n",
       "..        ...  \n",
       "71  18.109086  \n",
       "72   9.600139  \n",
       "73   6.828497  \n",
       "74   4.562019  \n",
       "75   7.682926  \n",
       "\n",
       "[76 rows x 6 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edgeset = pd.DataFrame({'st_node': data[\"st_nodes\"], 'end_node': data[\"end_nodes\"], 'speed':data[\"Speed.value\"], 'time':data[\"time\"], 'speed_limit': data[\"max_speed\"], 'CO2':data[\"CO2.value\"]})\n",
    "edgeset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def aggregateStatsFromNodes(edgeset, isSpeed, isCO2):\n",
    "    if isSpeed:\n",
    "        edge_agg = edgeset.groupby(['st_node', 'end_node']).agg(mean_speed=pd.NamedAgg(column='speed', aggfunc=np.mean),\n",
    "                                                               min_speed=pd.NamedAgg(column='speed', aggfunc=min),\n",
    "                                                               max_speed=pd.NamedAgg(column='speed', aggfunc=max))\n",
    "        edgeset = pd.merge(edgeset, edge_agg,  how='left', left_on=['st_node','end_node'], right_on = ['st_node','end_node'])\n",
    "        edgeset = edgeset.drop(['speed'], axis=1).drop_duplicates()\n",
    "        return edgeset\n",
    "    if isCO2:\n",
    "        edge_agg = edgeset.groupby(['st_node', 'end_node']).agg(mean_co2=pd.NamedAgg(column='CO2', aggfunc=np.mean),\n",
    "                                                               min_co2=pd.NamedAgg(column='CO2', aggfunc=min),\n",
    "                                                               max_co2=pd.NamedAgg(column='CO2', aggfunc=max))\n",
    "        edgeset = pd.merge(edgeset, edge_agg,  how='left', left_on=['st_node','end_node'], right_on = ['st_node','end_node'])\n",
    "        edgeset = edgeset.drop(['CO2'], axis=1).drop_duplicates()\n",
    "        return edgeset\n",
    "edgeset = aggregateStatsFromNodes(edgeset,False, True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       "      <th>speed_limit</th>\n",
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       "      <td>2020-02-03T17:23:14</td>\n",
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       "      <td>7.601554</td>\n",
       "      <td>51.945791</td>\n",
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       "      <td>2020-02-03T17:23:19</td>\n",
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       "      <td>51.945791</td>\n",
       "      <td>7.601743</td>\n",
       "      <td>51.946196</td>\n",
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       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>51.946196</td>\n",
       "      <td>7.602167</td>\n",
       "      <td>51.946374</td>\n",
       "      <td>7.602310</td>\n",
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       "      <td>29041402</td>\n",
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       "      <td>7.602549</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
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       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
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       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
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       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
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       "    <tr>\n",
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       "      <td>5512269053</td>\n",
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       "      <td>40.000001</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
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       "      <td>4.562019</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
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       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
       "      <td>51.962170</td>\n",
       "      <td>7.602432</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>76 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       st_node    end_node      speed                 time  speed_limit  \\\n",
       "0   6430014056    34924749  46.221106  2020-02-03T17:23:04           50   \n",
       "1     34924749    34924777  52.999999  2020-02-03T17:23:09           50   \n",
       "2     34924777   461970318  51.999998  2020-02-03T17:23:14           50   \n",
       "3    461970318    34924784  53.000001  2020-02-03T17:23:19           50   \n",
       "4     34924784  6430014035  56.000002  2020-02-03T17:23:24           50   \n",
       "..         ...         ...        ...                  ...          ...   \n",
       "71  5512269051    29041402  38.300000  2020-02-03T17:29:05           50   \n",
       "72    29041402  5512269052  41.867566  2020-02-03T17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058  2020-02-03T17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001  2020-02-03T17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000  2020-02-03T17:29:25           50   \n",
       "\n",
       "     mean_co2    min_co2    max_co2  StNode_lat  StNode_lon  EndNode_lat  \\\n",
       "0   12.532860  12.532860  12.532860   51.945204    7.601174    51.945464   \n",
       "1   10.056936  10.056936  10.056936   51.945464    7.601387    51.945617   \n",
       "2    7.252608   7.252608   7.252608   51.945617    7.601554    51.945791   \n",
       "3    7.095522   7.095522   7.095522   51.945791    7.601743    51.946196   \n",
       "4    6.939990   6.939990   6.939990   51.946196    7.602167    51.946374   \n",
       "..        ...        ...        ...         ...         ...          ...   \n",
       "71  18.109086  18.109086  18.109086   51.961526    7.602549    51.961663   \n",
       "72   9.600139   9.600139   9.600139   51.961663    7.602535    51.961770   \n",
       "73   6.828497   6.828497   6.828497   51.961770    7.602520    51.961908   \n",
       "74   4.562019   4.562019   4.562019   51.961908    7.602493    51.962015   \n",
       "75   7.682926   7.682926   7.682926   51.962015    7.602471    51.962170   \n",
       "\n",
       "    EndNode_lon  \n",
       "0      7.601387  \n",
       "1      7.601554  \n",
       "2      7.601743  \n",
       "3      7.602167  \n",
       "4      7.602310  \n",
       "..          ...  \n",
       "71     7.602535  \n",
       "72     7.602520  \n",
       "73     7.602493  \n",
       "74     7.602471  \n",
       "75     7.602432  \n",
       "\n",
       "[76 rows x 12 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def appendNodeCoords(edgeset):\n",
    "    arrStartNodelat = np.array([])\n",
    "    arrStartNodelon = np.array([])\n",
    "    arrEndNodelat = np.array([])\n",
    "    arrEndNodelon = np.array([])\n",
    "\n",
    "    \n",
    "    for row in edgeset.itertuples():\n",
    "        \n",
    "        stNode = api.NodeGet(row.st_node)\n",
    "        arrStartNodelat = np.append(arrStartNodelat, stNode[\"lat\"])\n",
    "        arrStartNodelon = np.append(arrStartNodelon, stNode[\"lon\"])\n",
    "    \n",
    "        endNode = api.NodeGet(row.end_node)\n",
    "        arrEndNodelat = np.append(arrEndNodelat,endNode[\"lat\"])\n",
    "        arrEndNodelon = np.append(arrEndNodelon, endNode[\"lon\"])\n",
    "    \n",
    "    edgeset['StNode_lat']=arrStartNodelat\n",
    "    edgeset['StNode_lon']=arrStartNodelon\n",
    "    edgeset['EndNode_lat']=arrEndNodelat\n",
    "    edgeset['EndNode_lon']=arrEndNodelon\n",
    "    \n",
    "    \n",
    "appendNodeCoords(edgeset)\n",
    "edgeset    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def FindCenterCoords(edgeset):\n",
    "    min_lat = edgeset['StNode_lat'].min()\n",
    "    max_lat = edgeset['StNode_lat'].max()\n",
    "    min_lon = edgeset['StNode_lon'].min()\n",
    "    max_lon = edgeset['StNode_lon'].max()\n",
    "    \n",
    "    \n",
    "    init_lat = (min_lat+max_lat)/2\n",
    "    init_long = (min_lon+max_lon)/2\n",
    "    \n",
    "    coord_list = []\n",
    "    coord_list.append(init_lat)\n",
    "    coord_list.append(init_long)\n",
    "    return coord_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plotAggregatedStatistics(edgeset,speed, speedLimits, co2Emissions):\n",
    "    FindCenterCoords(edgeset)\n",
    "    coord_list= FindCenterCoords(edgeset)\n",
    "    init_lat = coord_list[0]\n",
    "    init_lon = coord_list[1]\n",
    "    \n",
    "    INITIAL_VIEW_STATE = pdk.ViewState(latitude=init_lat, longitude=init_lon, zoom=15, max_zoom=20, pitch=50, bearing=0)\n",
    "\n",
    "    \n",
    "    if speed:\n",
    "        pointcolor='[mean_speed < 10 ? 50 : (mean_speed < 20 ? 100 :(mean_speed < 30 ? 150:200)),0,0,255]' \n",
    "        linecolor='[0,mean_speed < 10 ? 50 : (mean_speed < 20 ? 100 :(mean_speed < 30 ? 150:200)),0,255]'\n",
    "    \n",
    "    if speedLimits:\n",
    "        #Red = avg speed > speed limit\n",
    "        #Green = avg speed < speed limit\n",
    "        #Blue = avg speed = speed limit\n",
    "        min_val = edgeset['DiffBetweenSpeedLimit'].min()\n",
    "        max_val = edgeset['DiffBetweenSpeedLimit'].max()\n",
    "        edgeset['color'] =  (edgeset['DiffBetweenSpeedLimit']/(max_val - min_val))*255\n",
    "        \n",
    "        pointcolor='[DiffBetweenSpeedLimit > 0? 255 : 0 ,DiffBetweenSpeedLimit < 0 ? 255 :0, DiffBetweenSpeedLimit == 0 ? 255 : 0,255]'\n",
    "        linecolor='[DiffBetweenSpeedLimit > 0? 255 : 0 ,DiffBetweenSpeedLimit < 0 ? 255 :0, DiffBetweenSpeedLimit == 0 ? 255 : 0,255]'\n",
    "        #linecolor = '[DiffBetweenSpeedLimit > 0? color : 0 ,DiffBetweenSpeedLimit < 0 ? color :0, DiffBetweenSpeedLimit == 0 ? 255 : 0,255]'\n",
    "    \n",
    "    if co2Emissions:\n",
    "        min_val = edgeset['mean_co2'].min()\n",
    "        max_val = edgeset['mean_co2'].max()\n",
    "        edgeset['color'] =  (edgeset['mean_co2']/(max_val - min_val))*255\n",
    "        linecolor = '[color,0,0,255]'\n",
    "        pointcolor='[color,0,0,255]'\n",
    "\n",
    "       \n",
    "    scatterplot = pdk.Layer(\n",
    "        \"ScatterplotLayer\",\n",
    "        edgeset,\n",
    "        radius_scale=10,\n",
    "        get_position=['StNode_lon', 'StNode_lat'],\n",
    "        get_fill_color=pointcolor,\n",
    "        get_radius=1,\n",
    "        pickable=True,\n",
    "    )\n",
    "\n",
    "  \n",
    "    \n",
    "    line_layer = pdk.Layer(\n",
    "        \"LineLayer\",\n",
    "        edgeset,\n",
    "        get_source_position=['StNode_lon', 'StNode_lat'],\n",
    "        get_target_position=['EndNode_lon', 'EndNode_lat'],\n",
    "        get_color= linecolor,\n",
    "        get_width=10,\n",
    "        highlight_color=[255, 255, 0],\n",
    "        picking_radius=10,\n",
    "        auto_highlight=True,\n",
    "        pickable=True,\n",
    "    )\n",
    "\n",
    "    layers = [line_layer,scatterplot]\n",
    "    MAPBOX_KEY = \"pk.eyJ1IjoibXByZW1hc2kiLCJhIjoiY2s5NDFueDhyMDFpODNnbjNoNzM1eWhvcCJ9.CqjZdNZJ4h8aejMWX4ZObA\"\n",
    "    r = pdk.Deck(layers=layers, initial_view_state=INITIAL_VIEW_STATE,mapbox_key = MAPBOX_KEY)\n",
    "    r.to_html(\"line_layer.html\", iframe_width=900)\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"900\"\n",
       "            height=\"500\"\n",
       "            src=\"./line_layer.html\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.IFrame at 0x23ed7c1db48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotAggregatedStatistics(edgeset,False,False,True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Handling Multiple Tracks\n",
    "\n",
    "Use Case - Mean speed of streets on based on time\n",
    "- Concatenate Map Matched Tracks\n",
    "- Remove unwanted fields\n",
    "- Convert time field to time object field\n",
    "- Filter tracks by Month,day and hour\n",
    "- Aggregates Nodes\n",
    "- Mapping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>st_node</th>\n",
       "      <th>end_node</th>\n",
       "      <th>speed</th>\n",
       "      <th>time</th>\n",
       "      <th>speed_limit</th>\n",
       "      <th>CO2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>2020-02-03T17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>2020-02-03T17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>2020-02-03T17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>2020-02-03T17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>2020-02-03T17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>2020-02-03T17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>2020-02-03T17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>2020-02-03T17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>2020-02-03T17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>2020-02-03T17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>2020-02-03T17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>2020-02-03T17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03T17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03T17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>2020-02-03T17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>2020-02-03T17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>2020-02-03T17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>2020-02-03T17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>2020-02-03T17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03T17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>2020-02-03T17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>2020-02-03T17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>2020-02-03T17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03T17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>2020-02-03T17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>2020-02-03T17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>2020-02-03T17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>2020-02-03T17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>2020-02-03T17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>2020-02-03T17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>2020-02-03T17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>2020-02-03T17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>2020-02-03T17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>2020-02-03T17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>2020-02-03T17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>2020-02-03T17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>2020-02-03T17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>2020-02-03T17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>2020-02-03T17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>2020-02-03T17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>2020-02-03T17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>2020-02-03T17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>2020-02-03T17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>2020-02-03T17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>2020-02-03T17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>2020-02-03T17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>2020-02-03T17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>2020-02-03T17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>2020-02-03T17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>2020-02-03T17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>2020-02-03T17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>2020-02-03T17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>2020-02-03T17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>2020-02-03T17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>2020-02-03T17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>2020-02-03T17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>2020-02-03T17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>2020-02-03T17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>2020-02-03T17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>2020-02-03T17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>2020-02-03T17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>2020-02-03T17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>2020-02-03T17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>2020-02-03T17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>2020-02-03T17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03T17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03T17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>2020-02-03T17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>2020-02-03T17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>2020-02-03T17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>2020-02-03T17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>2020-02-03T17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03T17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>2020-02-03T17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>2020-02-03T17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>2020-02-03T17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03T17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>2020-02-03T17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>2020-02-03T17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>2020-02-03T17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>2020-02-03T17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>2020-02-03T17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>2020-02-03T17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>2020-02-03T17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>2020-02-03T17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>2020-02-03T17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>2020-02-03T17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>2020-02-03T17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>2020-02-03T17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>2020-02-03T17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>2020-02-03T17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>2020-02-03T17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>2020-02-03T17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>2020-02-03T17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>2020-02-03T17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>2020-02-03T17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>2020-02-03T17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>2020-02-03T17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03T17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>2020-02-03T17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>2020-02-03T17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>2020-02-03T17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>2020-02-03T17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>2020-02-03T17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>2020-02-03T17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>2020-02-03T17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>2020-02-03T17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       st_node    end_node      speed                 time  speed_limit  \\\n",
       "0   6430014056    34924749  46.221106  2020-02-03T17:23:04           50   \n",
       "1     34924749    34924777  52.999999  2020-02-03T17:23:09           50   \n",
       "2     34924777   461970318  51.999998  2020-02-03T17:23:14           50   \n",
       "3    461970318    34924784  53.000001  2020-02-03T17:23:19           50   \n",
       "4     34924784  6430014035  56.000002  2020-02-03T17:23:24           50   \n",
       "5   6430014035    34924785  55.000001  2020-02-03T17:23:29           50   \n",
       "6     34924785  6430014055  51.000000  2020-02-03T17:23:34           50   \n",
       "7   6430014055    34924786  47.504178  2020-02-03T17:23:39           50   \n",
       "8     34924786  6430014050  28.319250  2020-02-03T17:23:44           50   \n",
       "9   6430014050  6342462458   3.000000  2020-02-03T17:23:50           50   \n",
       "10  6342462458  6430014059  20.866337  2020-02-03T17:23:55           50   \n",
       "11  6430014059    34924787  22.814814  2020-02-03T17:24:00           50   \n",
       "12    34924787  6342462457  36.403509  2020-02-03T17:24:05           50   \n",
       "13  6342462457    34924788  47.000000  2020-02-03T17:24:10           50   \n",
       "14    34924788  6342462460  47.000000  2020-02-03T17:24:15           50   \n",
       "15  6342462460    34924789  49.000000  2020-02-03T17:24:20           50   \n",
       "16    34924789    34924790  51.942992  2020-02-03T17:24:25           50   \n",
       "17    34924790    34924791  47.999999  2020-02-03T17:24:30           50   \n",
       "18    34924791  1498766523  48.913551  2020-02-03T17:24:35           50   \n",
       "19  1498766523   358299060  49.264501  2020-02-03T17:24:40           50   \n",
       "20   358299060  7152154272  43.000001  2020-02-03T17:24:45           50   \n",
       "21  7152154272  7152154274  34.953930  2020-02-03T17:24:51           50   \n",
       "22  7152154274  7152154273   0.000000  2020-02-03T17:24:56           50   \n",
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       "24    33846185   461970347  19.536749  2020-02-03T17:25:06           50   \n",
       "25   461970347  6428655088  34.146853  2020-02-03T17:25:11           50   \n",
       "26  6428655088   401163819  43.000001  2020-02-03T17:25:16           50   \n",
       "27   401163819    33846184  48.003915  2020-02-03T17:25:21           50   \n",
       "28   401163819    33846184  51.000001  2020-02-03T17:25:26           50   \n",
       "29    33846184   401163775  48.000001  2020-02-03T17:25:31           50   \n",
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       "42    21518911   401163801  54.000001  2020-02-03T17:26:37           50   \n",
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       "61  6425072705  5474291175  32.158620  2020-02-03T17:28:14           50   \n",
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       "63   945921131  5512269043   0.000000  2020-02-03T17:28:24           50   \n",
       "64  5512269043  4932702977  11.292683  2020-02-03T17:28:29           50   \n",
       "65  4932702977  4502646832  32.335444  2020-02-03T17:28:35           50   \n",
       "66  4502646832   268071671  39.753117  2020-02-03T17:28:40           50   \n",
       "67   268071671  5512269048  33.999999  2020-02-03T17:28:45           50   \n",
       "68  5512269048  5512269050  26.999999  2020-02-03T17:28:50           50   \n",
       "69  5512269050  5512269049  30.000000  2020-02-03T17:28:55           50   \n",
       "70  5512269049  5512269051  37.536842  2020-02-03T17:29:00           50   \n",
       "71  5512269051    29041402  38.300000  2020-02-03T17:29:05           50   \n",
       "72    29041402  5512269052  41.867566  2020-02-03T17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058  2020-02-03T17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001  2020-02-03T17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000  2020-02-03T17:29:25           50   \n",
       "0   6430014056    34924749  46.221106  2020-02-03T17:23:04           50   \n",
       "1     34924749    34924777  52.999999  2020-02-03T17:23:09           50   \n",
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       "4     34924784  6430014035  56.000002  2020-02-03T17:23:24           50   \n",
       "5   6430014035    34924785  55.000001  2020-02-03T17:23:29           50   \n",
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       "8     34924786  6430014050  28.319250  2020-02-03T17:23:44           50   \n",
       "9   6430014050  6342462458   3.000000  2020-02-03T17:23:50           50   \n",
       "10  6342462458  6430014059  20.866337  2020-02-03T17:23:55           50   \n",
       "11  6430014059    34924787  22.814814  2020-02-03T17:24:00           50   \n",
       "12    34924787  6342462457  36.403509  2020-02-03T17:24:05           50   \n",
       "13  6342462457    34924788  47.000000  2020-02-03T17:24:10           50   \n",
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       "28   401163819    33846184  51.000001  2020-02-03T17:25:26           50   \n",
       "29    33846184   401163775  48.000001  2020-02-03T17:25:31           50   \n",
       "30   401163775  6236877365  44.402858  2020-02-03T17:25:36           50   \n",
       "31  6236877365    21518914  37.279547  2020-02-03T17:25:41           50   \n",
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       "37  6431124738   122375084  52.076925  2020-02-03T17:26:12           50   \n",
       "38   122375084    21518912  50.999999  2020-02-03T17:26:17           50   \n",
       "39    21518912  6242379416  49.000001  2020-02-03T17:26:22           50   \n",
       "40  6242379416   401163793  48.999999  2020-02-03T17:26:27           50   \n",
       "41   401163793    21518911  51.328447  2020-02-03T17:26:32           50   \n",
       "42    21518911   401163801  54.000001  2020-02-03T17:26:37           50   \n",
       "43    21518911   401163801  48.255556  2020-02-03T17:26:43           50   \n",
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       "52    21518910  5472867409   0.000000  2020-02-03T17:27:28           50   \n",
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       "58    33846175  3268457415  16.808399  2020-02-03T17:27:59           50   \n",
       "59  3268457415  6425072711  26.384211  2020-02-03T17:28:04           50   \n",
       "60  6425072711  6425072705  39.000001  2020-02-03T17:28:09           50   \n",
       "61  6425072705  5474291175  32.158620  2020-02-03T17:28:14           50   \n",
       "62  5474291175   945921131  10.473430  2020-02-03T17:28:19           50   \n",
       "63   945921131  5512269043   0.000000  2020-02-03T17:28:24           50   \n",
       "64  5512269043  4932702977  11.292683  2020-02-03T17:28:29           50   \n",
       "65  4932702977  4502646832  32.335444  2020-02-03T17:28:35           50   \n",
       "66  4502646832   268071671  39.753117  2020-02-03T17:28:40           50   \n",
       "67   268071671  5512269048  33.999999  2020-02-03T17:28:45           50   \n",
       "68  5512269048  5512269050  26.999999  2020-02-03T17:28:50           50   \n",
       "69  5512269050  5512269049  30.000000  2020-02-03T17:28:55           50   \n",
       "70  5512269049  5512269051  37.536842  2020-02-03T17:29:00           50   \n",
       "71  5512269051    29041402  38.300000  2020-02-03T17:29:05           50   \n",
       "72    29041402  5512269052  41.867566  2020-02-03T17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058  2020-02-03T17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001  2020-02-03T17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000  2020-02-03T17:29:25           50   \n",
       "\n",
       "          CO2  \n",
       "0   12.532860  \n",
       "1   10.056936  \n",
       "2    7.252608  \n",
       "3    7.095522  \n",
       "4    6.939990  \n",
       "5    8.082442  \n",
       "6    5.235873  \n",
       "7    3.467051  \n",
       "8    3.174234  \n",
       "9    3.170922  \n",
       "10  14.405008  \n",
       "11  11.260461  \n",
       "12   6.442676  \n",
       "13   5.701738  \n",
       "14   5.034212  \n",
       "15   5.265162  \n",
       "16   7.930284  \n",
       "17   5.470158  \n",
       "18  11.730917  \n",
       "19   5.387822  \n",
       "20   3.173990  \n",
       "21   3.065228  \n",
       "22   3.057912  \n",
       "23   4.155391  \n",
       "24  15.934264  \n",
       "25   7.400763  \n",
       "26  10.504903  \n",
       "27   8.466436  \n",
       "28   7.009605  \n",
       "29   3.222136  \n",
       "30   3.126752  \n",
       "31   3.045419  \n",
       "32   3.174012  \n",
       "33   3.071740  \n",
       "34  10.925399  \n",
       "35  26.206483  \n",
       "36  16.085216  \n",
       "37  15.931978  \n",
       "38   5.688978  \n",
       "39   5.607024  \n",
       "40   6.745522  \n",
       "41  16.418607  \n",
       "42   9.341649  \n",
       "43   3.169324  \n",
       "44   3.161149  \n",
       "45   3.022734  \n",
       "46   3.011477  \n",
       "47   3.015020  \n",
       "48   3.039808  \n",
       "49   3.066515  \n",
       "50   3.116671  \n",
       "51   3.010686  \n",
       "52   3.112850  \n",
       "53   3.043374  \n",
       "54   3.095505  \n",
       "55   3.047474  \n",
       "56   3.036022  \n",
       "57   3.075117  \n",
       "58  18.000278  \n",
       "59  11.176040  \n",
       "60   4.046499  \n",
       "61   3.075322  \n",
       "62   3.025176  \n",
       "63   2.973655  \n",
       "64  18.879898  \n",
       "65   4.900118  \n",
       "66   4.713496  \n",
       "67   4.862161  \n",
       "68   5.141985  \n",
       "69   5.362533  \n",
       "70  12.651749  \n",
       "71  18.109086  \n",
       "72   9.600139  \n",
       "73   6.828497  \n",
       "74   4.562019  \n",
       "75   7.682926  \n",
       "0   12.532860  \n",
       "1   10.056936  \n",
       "2    7.252608  \n",
       "3    7.095522  \n",
       "4    6.939990  \n",
       "5    8.082442  \n",
       "6    5.235873  \n",
       "7    3.467051  \n",
       "8    3.174234  \n",
       "9    3.170922  \n",
       "10  14.405008  \n",
       "11  11.260461  \n",
       "12   6.442676  \n",
       "13   5.701738  \n",
       "14   5.034212  \n",
       "15   5.265162  \n",
       "16   7.930284  \n",
       "17   5.470158  \n",
       "18  11.730917  \n",
       "19   5.387822  \n",
       "20   3.173990  \n",
       "21   3.065228  \n",
       "22   3.057912  \n",
       "23   4.155391  \n",
       "24  15.934264  \n",
       "25   7.400763  \n",
       "26  10.504903  \n",
       "27   8.466436  \n",
       "28   7.009605  \n",
       "29   3.222136  \n",
       "30   3.126752  \n",
       "31   3.045419  \n",
       "32   3.174012  \n",
       "33   3.071740  \n",
       "34  10.925399  \n",
       "35  26.206483  \n",
       "36  16.085216  \n",
       "37  15.931978  \n",
       "38   5.688978  \n",
       "39   5.607024  \n",
       "40   6.745522  \n",
       "41  16.418607  \n",
       "42   9.341649  \n",
       "43   3.169324  \n",
       "44   3.161149  \n",
       "45   3.022734  \n",
       "46   3.011477  \n",
       "47   3.015020  \n",
       "48   3.039808  \n",
       "49   3.066515  \n",
       "50   3.116671  \n",
       "51   3.010686  \n",
       "52   3.112850  \n",
       "53   3.043374  \n",
       "54   3.095505  \n",
       "55   3.047474  \n",
       "56   3.036022  \n",
       "57   3.075117  \n",
       "58  18.000278  \n",
       "59  11.176040  \n",
       "60   4.046499  \n",
       "61   3.075322  \n",
       "62   3.025176  \n",
       "63   2.973655  \n",
       "64  18.879898  \n",
       "65   4.900118  \n",
       "66   4.713496  \n",
       "67   4.862161  \n",
       "68   5.141985  \n",
       "69   5.362533  \n",
       "70  12.651749  \n",
       "71  18.109086  \n",
       "72   9.600139  \n",
       "73   6.828497  \n",
       "74   4.562019  \n",
       "75   7.682926  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data1 = pd.read_csv(\"track_2.csv\")\n",
    "data2 = pd.read_csv(\"track_2.csv\")\n",
    "\n",
    "frames = [data1, data2]\n",
    "frames\n",
    "\n",
    "concatTracks = pd.concat(frames)\n",
    "concatTracks = pd.DataFrame({'st_node': concatTracks[\"st_nodes\"], 'end_node': concatTracks[\"end_nodes\"], 'speed':concatTracks[\"Speed.value\"],'time':concatTracks[\"time\"], 'speed_limit': concatTracks[\"max_speed\"], 'CO2':concatTracks[\"CO2.value\"]})\n",
    "concatTracks\n",
    "\n",
    "\n",
    "pd.set_option(\"display.max_rows\", None, \"display.max_columns\", None)\n",
    "concatTracks\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>st_node</th>\n",
       "      <th>end_node</th>\n",
       "      <th>speed</th>\n",
       "      <th>time</th>\n",
       "      <th>speed_limit</th>\n",
       "      <th>CO2</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>2020-02-03 17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>2020-02-03 17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>2020-02-03 17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>2020-02-03 17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03 17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>2020-02-03 17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>2020-02-03 17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>2020-02-03 17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>2020-02-03 17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>2020-02-03 17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>2020-02-03 17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>2020-02-03 17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>2020-02-03 17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03 17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03 17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>2020-02-03 17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>2020-02-03 17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>2020-02-03 17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>2020-02-03 17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>2020-02-03 17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03 17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>2020-02-03 17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>2020-02-03 17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>2020-02-03 17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03 17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>2020-02-03 17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>2020-02-03 17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>2020-02-03 17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>2020-02-03 17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>2020-02-03 17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>2020-02-03 17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>2020-02-03 17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>2020-02-03 17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>2020-02-03 17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>2020-02-03 17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>2020-02-03 17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>2020-02-03 17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>2020-02-03 17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>2020-02-03 17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>2020-02-03 17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>2020-02-03 17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>2020-02-03 17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>2020-02-03 17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>2020-02-03 17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>2020-02-03 17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>2020-02-03 17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>2020-02-03 17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>2020-02-03 17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>2020-02-03 17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>2020-02-03 17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>2020-02-03 17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>2020-02-03 17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>2020-02-03 17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>2020-02-03 17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03 17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03 17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>2020-02-03 17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03 17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>2020-02-03 17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>2020-02-03 17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>2020-02-03 17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>2020-02-03 17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>2020-02-03 17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>2020-02-03 17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>2020-02-03 17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>2020-02-03 17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>2020-02-03 17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>2020-02-03 17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>2020-02-03 17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>2020-02-03 17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>2020-02-03 17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03 17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>2020-02-03 17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>2020-02-03 17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>2020-02-03 17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>2020-02-03 17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>2020-02-03 17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>2020-02-03 17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03 17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>2020-02-03 17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>2020-02-03 17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>2020-02-03 17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>2020-02-03 17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>2020-02-03 17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>2020-02-03 17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>2020-02-03 17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>2020-02-03 17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>2020-02-03 17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>2020-02-03 17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>2020-02-03 17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>2020-02-03 17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>2020-02-03 17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>2020-02-03 17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>2020-02-03 17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>2020-02-03 17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>2020-02-03 17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>2020-02-03 17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>2020-02-03 17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>2020-02-03 17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>2020-02-03 17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>2020-02-03 17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>2020-02-03 17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>2020-02-03 17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>2020-02-03 17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2020-02-03 17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>2020-02-03 17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>2020-02-03 17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>2020-02-03 17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>2020-02-03 17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>2020-02-03 17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>2020-02-03 17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>2020-02-03 17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>2020-02-03 17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>2020-02-03 17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>2020-02-03 17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>2020-02-03 17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>2020-02-03 17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       st_node    end_node      speed                time  speed_limit  \\\n",
       "0   6430014056    34924749  46.221106 2020-02-03 17:23:04           50   \n",
       "1     34924749    34924777  52.999999 2020-02-03 17:23:09           50   \n",
       "2     34924777   461970318  51.999998 2020-02-03 17:23:14           50   \n",
       "3    461970318    34924784  53.000001 2020-02-03 17:23:19           50   \n",
       "4     34924784  6430014035  56.000002 2020-02-03 17:23:24           50   \n",
       "5   6430014035    34924785  55.000001 2020-02-03 17:23:29           50   \n",
       "6     34924785  6430014055  51.000000 2020-02-03 17:23:34           50   \n",
       "7   6430014055    34924786  47.504178 2020-02-03 17:23:39           50   \n",
       "8     34924786  6430014050  28.319250 2020-02-03 17:23:44           50   \n",
       "9   6430014050  6342462458   3.000000 2020-02-03 17:23:50           50   \n",
       "10  6342462458  6430014059  20.866337 2020-02-03 17:23:55           50   \n",
       "11  6430014059    34924787  22.814814 2020-02-03 17:24:00           50   \n",
       "12    34924787  6342462457  36.403509 2020-02-03 17:24:05           50   \n",
       "13  6342462457    34924788  47.000000 2020-02-03 17:24:10           50   \n",
       "14    34924788  6342462460  47.000000 2020-02-03 17:24:15           50   \n",
       "15  6342462460    34924789  49.000000 2020-02-03 17:24:20           50   \n",
       "16    34924789    34924790  51.942992 2020-02-03 17:24:25           50   \n",
       "17    34924790    34924791  47.999999 2020-02-03 17:24:30           50   \n",
       "18    34924791  1498766523  48.913551 2020-02-03 17:24:35           50   \n",
       "19  1498766523   358299060  49.264501 2020-02-03 17:24:40           50   \n",
       "20   358299060  7152154272  43.000001 2020-02-03 17:24:45           50   \n",
       "21  7152154272  7152154274  34.953930 2020-02-03 17:24:51           50   \n",
       "22  7152154274  7152154273   0.000000 2020-02-03 17:24:56           50   \n",
       "23  7152154273    33846185   0.000000 2020-02-03 17:25:01           50   \n",
       "24    33846185   461970347  19.536749 2020-02-03 17:25:06           50   \n",
       "25   461970347  6428655088  34.146853 2020-02-03 17:25:11           50   \n",
       "26  6428655088   401163819  43.000001 2020-02-03 17:25:16           50   \n",
       "27   401163819    33846184  48.003915 2020-02-03 17:25:21           50   \n",
       "28   401163819    33846184  51.000001 2020-02-03 17:25:26           50   \n",
       "29    33846184   401163775  48.000001 2020-02-03 17:25:31           50   \n",
       "30   401163775  6236877365  44.402858 2020-02-03 17:25:36           50   \n",
       "31  6236877365    21518914  37.279547 2020-02-03 17:25:41           50   \n",
       "32    21518914  6236877366  23.000001 2020-02-03 17:25:47           50   \n",
       "33  6236877366  6431124736   0.000000 2020-02-03 17:25:52           50   \n",
       "34  6431124736    21518913   0.000000 2020-02-03 17:25:57           50   \n",
       "35    21518913  6431124755  26.645652 2020-02-03 17:26:02           50   \n",
       "36  6431124755  6431124738  43.730866 2020-02-03 17:26:07           50   \n",
       "37  6431124738   122375084  52.076925 2020-02-03 17:26:12           50   \n",
       "38   122375084    21518912  50.999999 2020-02-03 17:26:17           50   \n",
       "39    21518912  6242379416  49.000001 2020-02-03 17:26:22           50   \n",
       "40  6242379416   401163793  48.999999 2020-02-03 17:26:27           50   \n",
       "41   401163793    21518911  51.328447 2020-02-03 17:26:32           50   \n",
       "42    21518911   401163801  54.000001 2020-02-03 17:26:37           50   \n",
       "43    21518911   401163801  48.255556 2020-02-03 17:26:43           50   \n",
       "44   401163801    60676690  29.782723 2020-02-03 17:26:48           50   \n",
       "45    60676690  6242379409   0.000000 2020-02-03 17:26:53           50   \n",
       "46  6242379409  6236877368   0.000000 2020-02-03 17:26:58           50   \n",
       "47  6236877368  3202352228   0.000000 2020-02-03 17:27:03           50   \n",
       "48  3202352228  6242379407   0.000000 2020-02-03 17:27:08           50   \n",
       "49  6242379407  6236877370   0.000000 2020-02-03 17:27:13           50   \n",
       "50  6236877370  6236877369   0.000000 2020-02-03 17:27:18           50   \n",
       "51  6236877369    21518910   0.000000 2020-02-03 17:27:23           50   \n",
       "52    21518910  5472867409   0.000000 2020-02-03 17:27:28           50   \n",
       "53    21518910  5472867409   0.000000 2020-02-03 17:27:33           50   \n",
       "54  5472867409    33846175   0.000000 2020-02-03 17:27:39           50   \n",
       "55  5472867409    33846175   0.000000 2020-02-03 17:27:44           50   \n",
       "56  5472867409    33846175   0.000000 2020-02-03 17:27:49           50   \n",
       "57  5472867409    33846175   0.000000 2020-02-03 17:27:54           50   \n",
       "58    33846175  3268457415  16.808399 2020-02-03 17:27:59           50   \n",
       "59  3268457415  6425072711  26.384211 2020-02-03 17:28:04           50   \n",
       "60  6425072711  6425072705  39.000001 2020-02-03 17:28:09           50   \n",
       "61  6425072705  5474291175  32.158620 2020-02-03 17:28:14           50   \n",
       "62  5474291175   945921131  10.473430 2020-02-03 17:28:19           50   \n",
       "63   945921131  5512269043   0.000000 2020-02-03 17:28:24           50   \n",
       "64  5512269043  4932702977  11.292683 2020-02-03 17:28:29           50   \n",
       "65  4932702977  4502646832  32.335444 2020-02-03 17:28:35           50   \n",
       "66  4502646832   268071671  39.753117 2020-02-03 17:28:40           50   \n",
       "67   268071671  5512269048  33.999999 2020-02-03 17:28:45           50   \n",
       "68  5512269048  5512269050  26.999999 2020-02-03 17:28:50           50   \n",
       "69  5512269050  5512269049  30.000000 2020-02-03 17:28:55           50   \n",
       "70  5512269049  5512269051  37.536842 2020-02-03 17:29:00           50   \n",
       "71  5512269051    29041402  38.300000 2020-02-03 17:29:05           50   \n",
       "72    29041402  5512269052  41.867566 2020-02-03 17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058 2020-02-03 17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001 2020-02-03 17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000 2020-02-03 17:29:25           50   \n",
       "0   6430014056    34924749  46.221106 2020-02-03 17:23:04           50   \n",
       "1     34924749    34924777  52.999999 2020-02-03 17:23:09           50   \n",
       "2     34924777   461970318  51.999998 2020-02-03 17:23:14           50   \n",
       "3    461970318    34924784  53.000001 2020-02-03 17:23:19           50   \n",
       "4     34924784  6430014035  56.000002 2020-02-03 17:23:24           50   \n",
       "5   6430014035    34924785  55.000001 2020-02-03 17:23:29           50   \n",
       "6     34924785  6430014055  51.000000 2020-02-03 17:23:34           50   \n",
       "7   6430014055    34924786  47.504178 2020-02-03 17:23:39           50   \n",
       "8     34924786  6430014050  28.319250 2020-02-03 17:23:44           50   \n",
       "9   6430014050  6342462458   3.000000 2020-02-03 17:23:50           50   \n",
       "10  6342462458  6430014059  20.866337 2020-02-03 17:23:55           50   \n",
       "11  6430014059    34924787  22.814814 2020-02-03 17:24:00           50   \n",
       "12    34924787  6342462457  36.403509 2020-02-03 17:24:05           50   \n",
       "13  6342462457    34924788  47.000000 2020-02-03 17:24:10           50   \n",
       "14    34924788  6342462460  47.000000 2020-02-03 17:24:15           50   \n",
       "15  6342462460    34924789  49.000000 2020-02-03 17:24:20           50   \n",
       "16    34924789    34924790  51.942992 2020-02-03 17:24:25           50   \n",
       "17    34924790    34924791  47.999999 2020-02-03 17:24:30           50   \n",
       "18    34924791  1498766523  48.913551 2020-02-03 17:24:35           50   \n",
       "19  1498766523   358299060  49.264501 2020-02-03 17:24:40           50   \n",
       "20   358299060  7152154272  43.000001 2020-02-03 17:24:45           50   \n",
       "21  7152154272  7152154274  34.953930 2020-02-03 17:24:51           50   \n",
       "22  7152154274  7152154273   0.000000 2020-02-03 17:24:56           50   \n",
       "23  7152154273    33846185   0.000000 2020-02-03 17:25:01           50   \n",
       "24    33846185   461970347  19.536749 2020-02-03 17:25:06           50   \n",
       "25   461970347  6428655088  34.146853 2020-02-03 17:25:11           50   \n",
       "26  6428655088   401163819  43.000001 2020-02-03 17:25:16           50   \n",
       "27   401163819    33846184  48.003915 2020-02-03 17:25:21           50   \n",
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       "39    21518912  6242379416  49.000001 2020-02-03 17:26:22           50   \n",
       "40  6242379416   401163793  48.999999 2020-02-03 17:26:27           50   \n",
       "41   401163793    21518911  51.328447 2020-02-03 17:26:32           50   \n",
       "42    21518911   401163801  54.000001 2020-02-03 17:26:37           50   \n",
       "43    21518911   401163801  48.255556 2020-02-03 17:26:43           50   \n",
       "44   401163801    60676690  29.782723 2020-02-03 17:26:48           50   \n",
       "45    60676690  6242379409   0.000000 2020-02-03 17:26:53           50   \n",
       "46  6242379409  6236877368   0.000000 2020-02-03 17:26:58           50   \n",
       "47  6236877368  3202352228   0.000000 2020-02-03 17:27:03           50   \n",
       "48  3202352228  6242379407   0.000000 2020-02-03 17:27:08           50   \n",
       "49  6242379407  6236877370   0.000000 2020-02-03 17:27:13           50   \n",
       "50  6236877370  6236877369   0.000000 2020-02-03 17:27:18           50   \n",
       "51  6236877369    21518910   0.000000 2020-02-03 17:27:23           50   \n",
       "52    21518910  5472867409   0.000000 2020-02-03 17:27:28           50   \n",
       "53    21518910  5472867409   0.000000 2020-02-03 17:27:33           50   \n",
       "54  5472867409    33846175   0.000000 2020-02-03 17:27:39           50   \n",
       "55  5472867409    33846175   0.000000 2020-02-03 17:27:44           50   \n",
       "56  5472867409    33846175   0.000000 2020-02-03 17:27:49           50   \n",
       "57  5472867409    33846175   0.000000 2020-02-03 17:27:54           50   \n",
       "58    33846175  3268457415  16.808399 2020-02-03 17:27:59           50   \n",
       "59  3268457415  6425072711  26.384211 2020-02-03 17:28:04           50   \n",
       "60  6425072711  6425072705  39.000001 2020-02-03 17:28:09           50   \n",
       "61  6425072705  5474291175  32.158620 2020-02-03 17:28:14           50   \n",
       "62  5474291175   945921131  10.473430 2020-02-03 17:28:19           50   \n",
       "63   945921131  5512269043   0.000000 2020-02-03 17:28:24           50   \n",
       "64  5512269043  4932702977  11.292683 2020-02-03 17:28:29           50   \n",
       "65  4932702977  4502646832  32.335444 2020-02-03 17:28:35           50   \n",
       "66  4502646832   268071671  39.753117 2020-02-03 17:28:40           50   \n",
       "67   268071671  5512269048  33.999999 2020-02-03 17:28:45           50   \n",
       "68  5512269048  5512269050  26.999999 2020-02-03 17:28:50           50   \n",
       "69  5512269050  5512269049  30.000000 2020-02-03 17:28:55           50   \n",
       "70  5512269049  5512269051  37.536842 2020-02-03 17:29:00           50   \n",
       "71  5512269051    29041402  38.300000 2020-02-03 17:29:05           50   \n",
       "72    29041402  5512269052  41.867566 2020-02-03 17:29:10           50   \n",
       "73  5512269052  5512269053  42.207058 2020-02-03 17:29:15           50   \n",
       "74  5512269053  5512269054  40.000001 2020-02-03 17:29:20           50   \n",
       "75  5512269054  1120249942  42.000000 2020-02-03 17:29:25           50   \n",
       "\n",
       "          CO2  \n",
       "0   12.532860  \n",
       "1   10.056936  \n",
       "2    7.252608  \n",
       "3    7.095522  \n",
       "4    6.939990  \n",
       "5    8.082442  \n",
       "6    5.235873  \n",
       "7    3.467051  \n",
       "8    3.174234  \n",
       "9    3.170922  \n",
       "10  14.405008  \n",
       "11  11.260461  \n",
       "12   6.442676  \n",
       "13   5.701738  \n",
       "14   5.034212  \n",
       "15   5.265162  \n",
       "16   7.930284  \n",
       "17   5.470158  \n",
       "18  11.730917  \n",
       "19   5.387822  \n",
       "20   3.173990  \n",
       "21   3.065228  \n",
       "22   3.057912  \n",
       "23   4.155391  \n",
       "24  15.934264  \n",
       "25   7.400763  \n",
       "26  10.504903  \n",
       "27   8.466436  \n",
       "28   7.009605  \n",
       "29   3.222136  \n",
       "30   3.126752  \n",
       "31   3.045419  \n",
       "32   3.174012  \n",
       "33   3.071740  \n",
       "34  10.925399  \n",
       "35  26.206483  \n",
       "36  16.085216  \n",
       "37  15.931978  \n",
       "38   5.688978  \n",
       "39   5.607024  \n",
       "40   6.745522  \n",
       "41  16.418607  \n",
       "42   9.341649  \n",
       "43   3.169324  \n",
       "44   3.161149  \n",
       "45   3.022734  \n",
       "46   3.011477  \n",
       "47   3.015020  \n",
       "48   3.039808  \n",
       "49   3.066515  \n",
       "50   3.116671  \n",
       "51   3.010686  \n",
       "52   3.112850  \n",
       "53   3.043374  \n",
       "54   3.095505  \n",
       "55   3.047474  \n",
       "56   3.036022  \n",
       "57   3.075117  \n",
       "58  18.000278  \n",
       "59  11.176040  \n",
       "60   4.046499  \n",
       "61   3.075322  \n",
       "62   3.025176  \n",
       "63   2.973655  \n",
       "64  18.879898  \n",
       "65   4.900118  \n",
       "66   4.713496  \n",
       "67   4.862161  \n",
       "68   5.141985  \n",
       "69   5.362533  \n",
       "70  12.651749  \n",
       "71  18.109086  \n",
       "72   9.600139  \n",
       "73   6.828497  \n",
       "74   4.562019  \n",
       "75   7.682926  \n",
       "0   12.532860  \n",
       "1   10.056936  \n",
       "2    7.252608  \n",
       "3    7.095522  \n",
       "4    6.939990  \n",
       "5    8.082442  \n",
       "6    5.235873  \n",
       "7    3.467051  \n",
       "8    3.174234  \n",
       "9    3.170922  \n",
       "10  14.405008  \n",
       "11  11.260461  \n",
       "12   6.442676  \n",
       "13   5.701738  \n",
       "14   5.034212  \n",
       "15   5.265162  \n",
       "16   7.930284  \n",
       "17   5.470158  \n",
       "18  11.730917  \n",
       "19   5.387822  \n",
       "20   3.173990  \n",
       "21   3.065228  \n",
       "22   3.057912  \n",
       "23   4.155391  \n",
       "24  15.934264  \n",
       "25   7.400763  \n",
       "26  10.504903  \n",
       "27   8.466436  \n",
       "28   7.009605  \n",
       "29   3.222136  \n",
       "30   3.126752  \n",
       "31   3.045419  \n",
       "32   3.174012  \n",
       "33   3.071740  \n",
       "34  10.925399  \n",
       "35  26.206483  \n",
       "36  16.085216  \n",
       "37  15.931978  \n",
       "38   5.688978  \n",
       "39   5.607024  \n",
       "40   6.745522  \n",
       "41  16.418607  \n",
       "42   9.341649  \n",
       "43   3.169324  \n",
       "44   3.161149  \n",
       "45   3.022734  \n",
       "46   3.011477  \n",
       "47   3.015020  \n",
       "48   3.039808  \n",
       "49   3.066515  \n",
       "50   3.116671  \n",
       "51   3.010686  \n",
       "52   3.112850  \n",
       "53   3.043374  \n",
       "54   3.095505  \n",
       "55   3.047474  \n",
       "56   3.036022  \n",
       "57   3.075117  \n",
       "58  18.000278  \n",
       "59  11.176040  \n",
       "60   4.046499  \n",
       "61   3.075322  \n",
       "62   3.025176  \n",
       "63   2.973655  \n",
       "64  18.879898  \n",
       "65   4.900118  \n",
       "66   4.713496  \n",
       "67   4.862161  \n",
       "68   5.141985  \n",
       "69   5.362533  \n",
       "70  12.651749  \n",
       "71  18.109086  \n",
       "72   9.600139  \n",
       "73   6.828497  \n",
       "74   4.562019  \n",
       "75   7.682926  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def TimeBasedAggreagating(concatTracks, hourly, daily, monthly, pTo = False):\n",
    "    concatTracks['time'] = pd.to_datetime(concatTracks['time'])\n",
    "    concatTracks.dtypes\n",
    "    \n",
    "    filterTracks = concatTracks \n",
    "    \n",
    "    if hourly:\n",
    "        if pTo:\n",
    "            filterTracks['hour'] = filterTracks['time'].dt.hour \n",
    "            maskHour = (filterTracks['hour'] >= hourly) & (filterTracks['hour'] <= pTo) \n",
    "            print(filteredConcatTracksDayTime)\n",
    "        \n",
    "        else:\n",
    "            filterTracks['hour'] = filterTracks['time'].dt.hour \n",
    "            maskHour = (filterTracks['hour'] == hourly)\n",
    "            filterTracks = filterTracks.loc[maskHour]\n",
    "        \n",
    "    if daily:\n",
    "        if pTo:\n",
    "            filterTracks['weekday'] = filterTracks['time'].dt.dayofweek \n",
    "            maskDay = (filterTracks['weekday'] >= daily) & (filterTracks['weekday'] <= pTo)\n",
    "            filterTracks = filterTracks.loc[maskDay]\n",
    "        else:\n",
    "            filterTracks['weekday'] = filterTracks['time'].dt.dayofweek \n",
    "            maskDay = (filterTracks['weekday'] == daily)\n",
    "            filterTracks = filterTracks.loc[maskDay]\n",
    "        \n",
    "    if monthly: \n",
    "        if pTo:\n",
    "            filterTracks['month'] = filterTracks['time'].dt.month \n",
    "            maskMonth = (filterTracks['month'] >= monthly) & (filterTracks['month'] <= pTo)\n",
    "            filterTracks = filterTracks.loc[maskMonth]\n",
    "        else:\n",
    "            filterTracks['month'] = filterTracks['time'].dt.month \n",
    "            maskMonth = (filterTracks['month'] == monthly)\n",
    "            filterTracks = filterTracks.loc[maskMonth]\n",
    "    \n",
    "    return filterTracks\n",
    "\n",
    "\n",
    "concatTracks1  = concatTracks\n",
    "hour = 0\n",
    "day = 0\n",
    "month = 0\n",
    "to = 9\n",
    "FilterTracks = TimeBasedAggreagating(concatTracks1, hour, day,month,to)\n",
    "FilterTracks\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>st_node</th>\n",
       "      <th>end_node</th>\n",
       "      <th>time</th>\n",
       "      <th>speed_limit</th>\n",
       "      <th>CO2</th>\n",
       "      <th>mean_speed</th>\n",
       "      <th>min_speed</th>\n",
       "      <th>max_speed</th>\n",
       "      <th>StNode_lat</th>\n",
       "      <th>StNode_lon</th>\n",
       "      <th>EndNode_lat</th>\n",
       "      <th>EndNode_lon</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>2020-02-03 17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>51.945204</td>\n",
       "      <td>7.601174</td>\n",
       "      <td>51.945464</td>\n",
       "      <td>7.601387</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>2020-02-03 17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>51.945464</td>\n",
       "      <td>7.601387</td>\n",
       "      <td>51.945617</td>\n",
       "      <td>7.601554</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>2020-02-03 17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.945617</td>\n",
       "      <td>7.601554</td>\n",
       "      <td>51.945791</td>\n",
       "      <td>7.601743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>2020-02-03 17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>51.945791</td>\n",
       "      <td>7.601743</td>\n",
       "      <td>51.946196</td>\n",
       "      <td>7.602167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>2020-02-03 17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>51.946196</td>\n",
       "      <td>7.602167</td>\n",
       "      <td>51.946374</td>\n",
       "      <td>7.602310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>2020-02-03 17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>51.946374</td>\n",
       "      <td>7.602310</td>\n",
       "      <td>51.946562</td>\n",
       "      <td>7.602446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>2020-02-03 17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.946562</td>\n",
       "      <td>7.602446</td>\n",
       "      <td>51.946785</td>\n",
       "      <td>7.602576</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>2020-02-03 17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>51.946785</td>\n",
       "      <td>7.602576</td>\n",
       "      <td>51.947024</td>\n",
       "      <td>7.602696</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>2020-02-03 17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>51.947024</td>\n",
       "      <td>7.602696</td>\n",
       "      <td>51.947183</td>\n",
       "      <td>7.602777</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>2020-02-03 17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>51.947183</td>\n",
       "      <td>7.602777</td>\n",
       "      <td>51.947319</td>\n",
       "      <td>7.602835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>2020-02-03 17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>51.947319</td>\n",
       "      <td>7.602835</td>\n",
       "      <td>51.947477</td>\n",
       "      <td>7.602923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>2020-02-03 17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>51.947477</td>\n",
       "      <td>7.602923</td>\n",
       "      <td>51.947626</td>\n",
       "      <td>7.603023</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>2020-02-03 17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>51.947626</td>\n",
       "      <td>7.603023</td>\n",
       "      <td>51.947834</td>\n",
       "      <td>7.603200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>2020-02-03 17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>51.947834</td>\n",
       "      <td>7.603200</td>\n",
       "      <td>51.947976</td>\n",
       "      <td>7.603352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>2020-02-03 17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>51.947976</td>\n",
       "      <td>7.603352</td>\n",
       "      <td>51.948124</td>\n",
       "      <td>7.603530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>2020-02-03 17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>51.948124</td>\n",
       "      <td>7.603530</td>\n",
       "      <td>51.948273</td>\n",
       "      <td>7.603748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>2020-02-03 17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.948273</td>\n",
       "      <td>7.603748</td>\n",
       "      <td>51.948430</td>\n",
       "      <td>7.604013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>2020-02-03 17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>51.948430</td>\n",
       "      <td>7.604013</td>\n",
       "      <td>51.948736</td>\n",
       "      <td>7.604684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>2020-02-03 17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>51.948736</td>\n",
       "      <td>7.604684</td>\n",
       "      <td>51.948884</td>\n",
       "      <td>7.605039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>2020-02-03 17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>51.948884</td>\n",
       "      <td>7.605039</td>\n",
       "      <td>51.948941</td>\n",
       "      <td>7.605177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>2020-02-03 17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>51.948941</td>\n",
       "      <td>7.605177</td>\n",
       "      <td>51.949192</td>\n",
       "      <td>7.605727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>2020-02-03 17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>51.949192</td>\n",
       "      <td>7.605727</td>\n",
       "      <td>51.949385</td>\n",
       "      <td>7.606137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>2020-02-03 17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.949385</td>\n",
       "      <td>7.606137</td>\n",
       "      <td>51.949434</td>\n",
       "      <td>7.606228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>2020-02-03 17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.949434</td>\n",
       "      <td>7.606228</td>\n",
       "      <td>51.949506</td>\n",
       "      <td>7.606360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>2020-02-03 17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>51.949506</td>\n",
       "      <td>7.606360</td>\n",
       "      <td>51.949630</td>\n",
       "      <td>7.606209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>2020-02-03 17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>51.949630</td>\n",
       "      <td>7.606209</td>\n",
       "      <td>51.949678</td>\n",
       "      <td>7.606151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>2020-02-03 17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>51.949678</td>\n",
       "      <td>7.606151</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>2020-02-03 17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "      <td>49.501958</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>2020-02-03 17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "      <td>49.501958</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>2020-02-03 17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "      <td>51.950953</td>\n",
       "      <td>7.604481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>2020-02-03 17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>51.950953</td>\n",
       "      <td>7.604481</td>\n",
       "      <td>51.951109</td>\n",
       "      <td>7.604312</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>2020-02-03 17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>51.951109</td>\n",
       "      <td>7.604312</td>\n",
       "      <td>51.951285</td>\n",
       "      <td>7.604142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>2020-02-03 17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>51.951285</td>\n",
       "      <td>7.604142</td>\n",
       "      <td>51.951460</td>\n",
       "      <td>7.603996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>2020-02-03 17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.951460</td>\n",
       "      <td>7.603996</td>\n",
       "      <td>51.951630</td>\n",
       "      <td>7.603875</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>2020-02-03 17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.951630</td>\n",
       "      <td>7.603875</td>\n",
       "      <td>51.951857</td>\n",
       "      <td>7.603737</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>2020-02-03 17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>51.951857</td>\n",
       "      <td>7.603737</td>\n",
       "      <td>51.952020</td>\n",
       "      <td>7.603660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>2020-02-03 17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>51.952020</td>\n",
       "      <td>7.603660</td>\n",
       "      <td>51.952418</td>\n",
       "      <td>7.603498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>2020-02-03 17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>51.952418</td>\n",
       "      <td>7.603498</td>\n",
       "      <td>51.952982</td>\n",
       "      <td>7.603277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>2020-02-03 17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>51.952982</td>\n",
       "      <td>7.603277</td>\n",
       "      <td>51.954013</td>\n",
       "      <td>7.602906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>2020-02-03 17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>51.954013</td>\n",
       "      <td>7.602906</td>\n",
       "      <td>51.954414</td>\n",
       "      <td>7.602834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>2020-02-03 17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>51.954414</td>\n",
       "      <td>7.602834</td>\n",
       "      <td>51.954464</td>\n",
       "      <td>7.602825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>2020-02-03 17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.954464</td>\n",
       "      <td>7.602825</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>2020-02-03 17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "      <td>51.127778</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>2020-02-03 17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "      <td>51.127778</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>2020-02-03 17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "      <td>51.955289</td>\n",
       "      <td>7.602845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>2020-02-03 17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955289</td>\n",
       "      <td>7.602845</td>\n",
       "      <td>51.955554</td>\n",
       "      <td>7.602867</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>2020-02-03 17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955554</td>\n",
       "      <td>7.602867</td>\n",
       "      <td>51.955797</td>\n",
       "      <td>7.602896</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>2020-02-03 17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955797</td>\n",
       "      <td>7.602896</td>\n",
       "      <td>51.955894</td>\n",
       "      <td>7.602907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>2020-02-03 17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955894</td>\n",
       "      <td>7.602907</td>\n",
       "      <td>51.956136</td>\n",
       "      <td>7.602932</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>2020-02-03 17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956136</td>\n",
       "      <td>7.602932</td>\n",
       "      <td>51.956297</td>\n",
       "      <td>7.602944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>2020-02-03 17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956297</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>51.956587</td>\n",
       "      <td>7.602944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>2020-02-03 17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956587</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>2020-02-03 17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>2020-02-03 17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03 17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03 17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03 17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03 17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>2020-02-03 17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>51.959507</td>\n",
       "      <td>7.602659</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>2020-02-03 17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>51.959507</td>\n",
       "      <td>7.602659</td>\n",
       "      <td>51.959589</td>\n",
       "      <td>7.602653</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>2020-02-03 17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>51.959589</td>\n",
       "      <td>7.602653</td>\n",
       "      <td>51.959687</td>\n",
       "      <td>7.602647</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>2020-02-03 17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>51.959687</td>\n",
       "      <td>7.602647</td>\n",
       "      <td>51.959755</td>\n",
       "      <td>7.602641</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>2020-02-03 17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>51.959755</td>\n",
       "      <td>7.602641</td>\n",
       "      <td>51.960001</td>\n",
       "      <td>7.602626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>2020-02-03 17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.960001</td>\n",
       "      <td>7.602626</td>\n",
       "      <td>51.960354</td>\n",
       "      <td>7.602602</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>2020-02-03 17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>51.960354</td>\n",
       "      <td>7.602602</td>\n",
       "      <td>51.960713</td>\n",
       "      <td>7.602584</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>2020-02-03 17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>51.960713</td>\n",
       "      <td>7.602584</td>\n",
       "      <td>51.960920</td>\n",
       "      <td>7.602579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>2020-02-03 17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>51.960920</td>\n",
       "      <td>7.602579</td>\n",
       "      <td>51.961147</td>\n",
       "      <td>7.602571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>2020-02-03 17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>51.961147</td>\n",
       "      <td>7.602571</td>\n",
       "      <td>51.961258</td>\n",
       "      <td>7.602567</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>2020-02-03 17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>51.961258</td>\n",
       "      <td>7.602567</td>\n",
       "      <td>51.961360</td>\n",
       "      <td>7.602561</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>2020-02-03 17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>51.961360</td>\n",
       "      <td>7.602561</td>\n",
       "      <td>51.961443</td>\n",
       "      <td>7.602556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>2020-02-03 17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>51.961443</td>\n",
       "      <td>7.602556</td>\n",
       "      <td>51.961526</td>\n",
       "      <td>7.602549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>2020-02-03 17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>51.961526</td>\n",
       "      <td>7.602549</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>2020-02-03 17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>2020-02-03 17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>2020-02-03 17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>2020-02-03 17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
       "      <td>51.962170</td>\n",
       "      <td>7.602432</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       st_node    end_node                time  speed_limit        CO2  \\\n",
       "0   6430014056    34924749 2020-02-03 17:23:04           50  12.532860   \n",
       "1     34924749    34924777 2020-02-03 17:23:09           50  10.056936   \n",
       "2     34924777   461970318 2020-02-03 17:23:14           50   7.252608   \n",
       "3    461970318    34924784 2020-02-03 17:23:19           50   7.095522   \n",
       "4     34924784  6430014035 2020-02-03 17:23:24           50   6.939990   \n",
       "5   6430014035    34924785 2020-02-03 17:23:29           50   8.082442   \n",
       "6     34924785  6430014055 2020-02-03 17:23:34           50   5.235873   \n",
       "7   6430014055    34924786 2020-02-03 17:23:39           50   3.467051   \n",
       "8     34924786  6430014050 2020-02-03 17:23:44           50   3.174234   \n",
       "9   6430014050  6342462458 2020-02-03 17:23:50           50   3.170922   \n",
       "10  6342462458  6430014059 2020-02-03 17:23:55           50  14.405008   \n",
       "11  6430014059    34924787 2020-02-03 17:24:00           50  11.260461   \n",
       "12    34924787  6342462457 2020-02-03 17:24:05           50   6.442676   \n",
       "13  6342462457    34924788 2020-02-03 17:24:10           50   5.701738   \n",
       "14    34924788  6342462460 2020-02-03 17:24:15           50   5.034212   \n",
       "15  6342462460    34924789 2020-02-03 17:24:20           50   5.265162   \n",
       "16    34924789    34924790 2020-02-03 17:24:25           50   7.930284   \n",
       "17    34924790    34924791 2020-02-03 17:24:30           50   5.470158   \n",
       "18    34924791  1498766523 2020-02-03 17:24:35           50  11.730917   \n",
       "19  1498766523   358299060 2020-02-03 17:24:40           50   5.387822   \n",
       "20   358299060  7152154272 2020-02-03 17:24:45           50   3.173990   \n",
       "21  7152154272  7152154274 2020-02-03 17:24:51           50   3.065228   \n",
       "22  7152154274  7152154273 2020-02-03 17:24:56           50   3.057912   \n",
       "23  7152154273    33846185 2020-02-03 17:25:01           50   4.155391   \n",
       "24    33846185   461970347 2020-02-03 17:25:06           50  15.934264   \n",
       "25   461970347  6428655088 2020-02-03 17:25:11           50   7.400763   \n",
       "26  6428655088   401163819 2020-02-03 17:25:16           50  10.504903   \n",
       "27   401163819    33846184 2020-02-03 17:25:21           50   8.466436   \n",
       "28   401163819    33846184 2020-02-03 17:25:26           50   7.009605   \n",
       "29    33846184   401163775 2020-02-03 17:25:31           50   3.222136   \n",
       "30   401163775  6236877365 2020-02-03 17:25:36           50   3.126752   \n",
       "31  6236877365    21518914 2020-02-03 17:25:41           50   3.045419   \n",
       "32    21518914  6236877366 2020-02-03 17:25:47           50   3.174012   \n",
       "33  6236877366  6431124736 2020-02-03 17:25:52           50   3.071740   \n",
       "34  6431124736    21518913 2020-02-03 17:25:57           50  10.925399   \n",
       "35    21518913  6431124755 2020-02-03 17:26:02           50  26.206483   \n",
       "36  6431124755  6431124738 2020-02-03 17:26:07           50  16.085216   \n",
       "37  6431124738   122375084 2020-02-03 17:26:12           50  15.931978   \n",
       "38   122375084    21518912 2020-02-03 17:26:17           50   5.688978   \n",
       "39    21518912  6242379416 2020-02-03 17:26:22           50   5.607024   \n",
       "40  6242379416   401163793 2020-02-03 17:26:27           50   6.745522   \n",
       "41   401163793    21518911 2020-02-03 17:26:32           50  16.418607   \n",
       "42    21518911   401163801 2020-02-03 17:26:37           50   9.341649   \n",
       "43    21518911   401163801 2020-02-03 17:26:43           50   3.169324   \n",
       "44   401163801    60676690 2020-02-03 17:26:48           50   3.161149   \n",
       "45    60676690  6242379409 2020-02-03 17:26:53           50   3.022734   \n",
       "46  6242379409  6236877368 2020-02-03 17:26:58           50   3.011477   \n",
       "47  6236877368  3202352228 2020-02-03 17:27:03           50   3.015020   \n",
       "48  3202352228  6242379407 2020-02-03 17:27:08           50   3.039808   \n",
       "49  6242379407  6236877370 2020-02-03 17:27:13           50   3.066515   \n",
       "50  6236877370  6236877369 2020-02-03 17:27:18           50   3.116671   \n",
       "51  6236877369    21518910 2020-02-03 17:27:23           50   3.010686   \n",
       "52    21518910  5472867409 2020-02-03 17:27:28           50   3.112850   \n",
       "53    21518910  5472867409 2020-02-03 17:27:33           50   3.043374   \n",
       "54  5472867409    33846175 2020-02-03 17:27:39           50   3.095505   \n",
       "55  5472867409    33846175 2020-02-03 17:27:44           50   3.047474   \n",
       "56  5472867409    33846175 2020-02-03 17:27:49           50   3.036022   \n",
       "57  5472867409    33846175 2020-02-03 17:27:54           50   3.075117   \n",
       "58    33846175  3268457415 2020-02-03 17:27:59           50  18.000278   \n",
       "59  3268457415  6425072711 2020-02-03 17:28:04           50  11.176040   \n",
       "60  6425072711  6425072705 2020-02-03 17:28:09           50   4.046499   \n",
       "61  6425072705  5474291175 2020-02-03 17:28:14           50   3.075322   \n",
       "62  5474291175   945921131 2020-02-03 17:28:19           50   3.025176   \n",
       "63   945921131  5512269043 2020-02-03 17:28:24           50   2.973655   \n",
       "64  5512269043  4932702977 2020-02-03 17:28:29           50  18.879898   \n",
       "65  4932702977  4502646832 2020-02-03 17:28:35           50   4.900118   \n",
       "66  4502646832   268071671 2020-02-03 17:28:40           50   4.713496   \n",
       "67   268071671  5512269048 2020-02-03 17:28:45           50   4.862161   \n",
       "68  5512269048  5512269050 2020-02-03 17:28:50           50   5.141985   \n",
       "69  5512269050  5512269049 2020-02-03 17:28:55           50   5.362533   \n",
       "70  5512269049  5512269051 2020-02-03 17:29:00           50  12.651749   \n",
       "71  5512269051    29041402 2020-02-03 17:29:05           50  18.109086   \n",
       "72    29041402  5512269052 2020-02-03 17:29:10           50   9.600139   \n",
       "73  5512269052  5512269053 2020-02-03 17:29:15           50   6.828497   \n",
       "74  5512269053  5512269054 2020-02-03 17:29:20           50   4.562019   \n",
       "75  5512269054  1120249942 2020-02-03 17:29:25           50   7.682926   \n",
       "\n",
       "    mean_speed  min_speed  max_speed  StNode_lat  StNode_lon  EndNode_lat  \\\n",
       "0    46.221106  46.221106  46.221106   51.945204    7.601174    51.945464   \n",
       "1    52.999999  52.999999  52.999999   51.945464    7.601387    51.945617   \n",
       "2    51.999998  51.999998  51.999998   51.945617    7.601554    51.945791   \n",
       "3    53.000001  53.000001  53.000001   51.945791    7.601743    51.946196   \n",
       "4    56.000002  56.000002  56.000002   51.946196    7.602167    51.946374   \n",
       "5    55.000001  55.000001  55.000001   51.946374    7.602310    51.946562   \n",
       "6    51.000000  51.000000  51.000000   51.946562    7.602446    51.946785   \n",
       "7    47.504178  47.504178  47.504178   51.946785    7.602576    51.947024   \n",
       "8    28.319250  28.319250  28.319250   51.947024    7.602696    51.947183   \n",
       "9     3.000000   3.000000   3.000000   51.947183    7.602777    51.947319   \n",
       "10   20.866337  20.866337  20.866337   51.947319    7.602835    51.947477   \n",
       "11   22.814814  22.814814  22.814814   51.947477    7.602923    51.947626   \n",
       "12   36.403509  36.403509  36.403509   51.947626    7.603023    51.947834   \n",
       "13   47.000000  47.000000  47.000000   51.947834    7.603200    51.947976   \n",
       "14   47.000000  47.000000  47.000000   51.947976    7.603352    51.948124   \n",
       "15   49.000000  49.000000  49.000000   51.948124    7.603530    51.948273   \n",
       "16   51.942992  51.942992  51.942992   51.948273    7.603748    51.948430   \n",
       "17   47.999999  47.999999  47.999999   51.948430    7.604013    51.948736   \n",
       "18   48.913551  48.913551  48.913551   51.948736    7.604684    51.948884   \n",
       "19   49.264501  49.264501  49.264501   51.948884    7.605039    51.948941   \n",
       "20   43.000001  43.000001  43.000001   51.948941    7.605177    51.949192   \n",
       "21   34.953930  34.953930  34.953930   51.949192    7.605727    51.949385   \n",
       "22    0.000000   0.000000   0.000000   51.949385    7.606137    51.949434   \n",
       "23    0.000000   0.000000   0.000000   51.949434    7.606228    51.949506   \n",
       "24   19.536749  19.536749  19.536749   51.949506    7.606360    51.949630   \n",
       "25   34.146853  34.146853  34.146853   51.949630    7.606209    51.949678   \n",
       "26   43.000001  43.000001  43.000001   51.949678    7.606151    51.949879   \n",
       "27   49.501958  48.003915  51.000001   51.949879    7.605897    51.950914   \n",
       "28   49.501958  48.003915  51.000001   51.949879    7.605897    51.950914   \n",
       "29   48.000001  48.000001  48.000001   51.950914    7.604530    51.950953   \n",
       "30   44.402858  44.402858  44.402858   51.950953    7.604481    51.951109   \n",
       "31   37.279547  37.279547  37.279547   51.951109    7.604312    51.951285   \n",
       "32   23.000001  23.000001  23.000001   51.951285    7.604142    51.951460   \n",
       "33    0.000000   0.000000   0.000000   51.951460    7.603996    51.951630   \n",
       "34    0.000000   0.000000   0.000000   51.951630    7.603875    51.951857   \n",
       "35   26.645652  26.645652  26.645652   51.951857    7.603737    51.952020   \n",
       "36   43.730866  43.730866  43.730866   51.952020    7.603660    51.952418   \n",
       "37   52.076925  52.076925  52.076925   51.952418    7.603498    51.952982   \n",
       "38   50.999999  50.999999  50.999999   51.952982    7.603277    51.954013   \n",
       "39   49.000001  49.000001  49.000001   51.954013    7.602906    51.954414   \n",
       "40   48.999999  48.999999  48.999999   51.954414    7.602834    51.954464   \n",
       "41   51.328447  51.328447  51.328447   51.954464    7.602825    51.954599   \n",
       "42   51.127778  48.255556  54.000001   51.954599    7.602805    51.955059   \n",
       "43   51.127778  48.255556  54.000001   51.954599    7.602805    51.955059   \n",
       "44   29.782723  29.782723  29.782723   51.955059    7.602826    51.955289   \n",
       "45    0.000000   0.000000   0.000000   51.955289    7.602845    51.955554   \n",
       "46    0.000000   0.000000   0.000000   51.955554    7.602867    51.955797   \n",
       "47    0.000000   0.000000   0.000000   51.955797    7.602896    51.955894   \n",
       "48    0.000000   0.000000   0.000000   51.955894    7.602907    51.956136   \n",
       "49    0.000000   0.000000   0.000000   51.956136    7.602932    51.956297   \n",
       "50    0.000000   0.000000   0.000000   51.956297    7.602944    51.956587   \n",
       "51    0.000000   0.000000   0.000000   51.956587    7.602944    51.956810   \n",
       "52    0.000000   0.000000   0.000000   51.956810    7.602931    51.958502   \n",
       "53    0.000000   0.000000   0.000000   51.956810    7.602931    51.958502   \n",
       "54    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "55    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "56    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "57    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "58   16.808399  16.808399  16.808399   51.959405    7.602668    51.959507   \n",
       "59   26.384211  26.384211  26.384211   51.959507    7.602659    51.959589   \n",
       "60   39.000001  39.000001  39.000001   51.959589    7.602653    51.959687   \n",
       "61   32.158620  32.158620  32.158620   51.959687    7.602647    51.959755   \n",
       "62   10.473430  10.473430  10.473430   51.959755    7.602641    51.960001   \n",
       "63    0.000000   0.000000   0.000000   51.960001    7.602626    51.960354   \n",
       "64   11.292683  11.292683  11.292683   51.960354    7.602602    51.960713   \n",
       "65   32.335444  32.335444  32.335444   51.960713    7.602584    51.960920   \n",
       "66   39.753117  39.753117  39.753117   51.960920    7.602579    51.961147   \n",
       "67   33.999999  33.999999  33.999999   51.961147    7.602571    51.961258   \n",
       "68   26.999999  26.999999  26.999999   51.961258    7.602567    51.961360   \n",
       "69   30.000000  30.000000  30.000000   51.961360    7.602561    51.961443   \n",
       "70   37.536842  37.536842  37.536842   51.961443    7.602556    51.961526   \n",
       "71   38.300000  38.300000  38.300000   51.961526    7.602549    51.961663   \n",
       "72   41.867566  41.867566  41.867566   51.961663    7.602535    51.961770   \n",
       "73   42.207058  42.207058  42.207058   51.961770    7.602520    51.961908   \n",
       "74   40.000001  40.000001  40.000001   51.961908    7.602493    51.962015   \n",
       "75   42.000000  42.000000  42.000000   51.962015    7.602471    51.962170   \n",
       "\n",
       "    EndNode_lon  \n",
       "0      7.601387  \n",
       "1      7.601554  \n",
       "2      7.601743  \n",
       "3      7.602167  \n",
       "4      7.602310  \n",
       "5      7.602446  \n",
       "6      7.602576  \n",
       "7      7.602696  \n",
       "8      7.602777  \n",
       "9      7.602835  \n",
       "10     7.602923  \n",
       "11     7.603023  \n",
       "12     7.603200  \n",
       "13     7.603352  \n",
       "14     7.603530  \n",
       "15     7.603748  \n",
       "16     7.604013  \n",
       "17     7.604684  \n",
       "18     7.605039  \n",
       "19     7.605177  \n",
       "20     7.605727  \n",
       "21     7.606137  \n",
       "22     7.606228  \n",
       "23     7.606360  \n",
       "24     7.606209  \n",
       "25     7.606151  \n",
       "26     7.605897  \n",
       "27     7.604530  \n",
       "28     7.604530  \n",
       "29     7.604481  \n",
       "30     7.604312  \n",
       "31     7.604142  \n",
       "32     7.603996  \n",
       "33     7.603875  \n",
       "34     7.603737  \n",
       "35     7.603660  \n",
       "36     7.603498  \n",
       "37     7.603277  \n",
       "38     7.602906  \n",
       "39     7.602834  \n",
       "40     7.602825  \n",
       "41     7.602805  \n",
       "42     7.602826  \n",
       "43     7.602826  \n",
       "44     7.602845  \n",
       "45     7.602867  \n",
       "46     7.602896  \n",
       "47     7.602907  \n",
       "48     7.602932  \n",
       "49     7.602944  \n",
       "50     7.602944  \n",
       "51     7.602931  \n",
       "52     7.602758  \n",
       "53     7.602758  \n",
       "54     7.602668  \n",
       "55     7.602668  \n",
       "56     7.602668  \n",
       "57     7.602668  \n",
       "58     7.602659  \n",
       "59     7.602653  \n",
       "60     7.602647  \n",
       "61     7.602641  \n",
       "62     7.602626  \n",
       "63     7.602602  \n",
       "64     7.602584  \n",
       "65     7.602579  \n",
       "66     7.602571  \n",
       "67     7.602567  \n",
       "68     7.602561  \n",
       "69     7.602556  \n",
       "70     7.602549  \n",
       "71     7.602535  \n",
       "72     7.602520  \n",
       "73     7.602493  \n",
       "74     7.602471  \n",
       "75     7.602432  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "concatAggregatedTracks = aggregateStatsFromNodes(FilterTracks,True,False)\n",
    "appendNodeCoords(concatAggregatedTracks)\n",
    "concatAggregatedTracks\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
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       "            width=\"900\"\n",
       "            height=\"500\"\n",
       "            src=\"./line_layer.html\"\n",
       "            frameborder=\"0\"\n",
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      "text/plain": [
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   "source": [
    "plotAggregatedStatistics(concatAggregatedTracks,True,False,False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Speed difference with respect to speed limits.\n",
    "edgset is aggregated to nodes with mean speeds and compare speed limits\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>st_node</th>\n",
       "      <th>end_node</th>\n",
       "      <th>time</th>\n",
       "      <th>speed_limit</th>\n",
       "      <th>CO2</th>\n",
       "      <th>mean_speed</th>\n",
       "      <th>min_speed</th>\n",
       "      <th>max_speed</th>\n",
       "      <th>StNode_lat</th>\n",
       "      <th>StNode_lon</th>\n",
       "      <th>EndNode_lat</th>\n",
       "      <th>EndNode_lon</th>\n",
       "      <th>DiffBetweenSpeedLimit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>6430014056</td>\n",
       "      <td>34924749</td>\n",
       "      <td>2020-02-03T17:23:04</td>\n",
       "      <td>50</td>\n",
       "      <td>12.532860</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>46.221106</td>\n",
       "      <td>51.945204</td>\n",
       "      <td>7.601174</td>\n",
       "      <td>51.945464</td>\n",
       "      <td>7.601387</td>\n",
       "      <td>-3.778894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>34924749</td>\n",
       "      <td>34924777</td>\n",
       "      <td>2020-02-03T17:23:09</td>\n",
       "      <td>50</td>\n",
       "      <td>10.056936</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>52.999999</td>\n",
       "      <td>51.945464</td>\n",
       "      <td>7.601387</td>\n",
       "      <td>51.945617</td>\n",
       "      <td>7.601554</td>\n",
       "      <td>2.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>34924777</td>\n",
       "      <td>461970318</td>\n",
       "      <td>2020-02-03T17:23:14</td>\n",
       "      <td>50</td>\n",
       "      <td>7.252608</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.999998</td>\n",
       "      <td>51.945617</td>\n",
       "      <td>7.601554</td>\n",
       "      <td>51.945791</td>\n",
       "      <td>7.601743</td>\n",
       "      <td>1.999998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>461970318</td>\n",
       "      <td>34924784</td>\n",
       "      <td>2020-02-03T17:23:19</td>\n",
       "      <td>50</td>\n",
       "      <td>7.095522</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>53.000001</td>\n",
       "      <td>51.945791</td>\n",
       "      <td>7.601743</td>\n",
       "      <td>51.946196</td>\n",
       "      <td>7.602167</td>\n",
       "      <td>3.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34924784</td>\n",
       "      <td>6430014035</td>\n",
       "      <td>2020-02-03T17:23:24</td>\n",
       "      <td>50</td>\n",
       "      <td>6.939990</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>56.000002</td>\n",
       "      <td>51.946196</td>\n",
       "      <td>7.602167</td>\n",
       "      <td>51.946374</td>\n",
       "      <td>7.602310</td>\n",
       "      <td>6.000002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6430014035</td>\n",
       "      <td>34924785</td>\n",
       "      <td>2020-02-03T17:23:29</td>\n",
       "      <td>50</td>\n",
       "      <td>8.082442</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>55.000001</td>\n",
       "      <td>51.946374</td>\n",
       "      <td>7.602310</td>\n",
       "      <td>51.946562</td>\n",
       "      <td>7.602446</td>\n",
       "      <td>5.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>34924785</td>\n",
       "      <td>6430014055</td>\n",
       "      <td>2020-02-03T17:23:34</td>\n",
       "      <td>50</td>\n",
       "      <td>5.235873</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.000000</td>\n",
       "      <td>51.946562</td>\n",
       "      <td>7.602446</td>\n",
       "      <td>51.946785</td>\n",
       "      <td>7.602576</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>6430014055</td>\n",
       "      <td>34924786</td>\n",
       "      <td>2020-02-03T17:23:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.467051</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>47.504178</td>\n",
       "      <td>51.946785</td>\n",
       "      <td>7.602576</td>\n",
       "      <td>51.947024</td>\n",
       "      <td>7.602696</td>\n",
       "      <td>-2.495822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>34924786</td>\n",
       "      <td>6430014050</td>\n",
       "      <td>2020-02-03T17:23:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174234</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>28.319250</td>\n",
       "      <td>51.947024</td>\n",
       "      <td>7.602696</td>\n",
       "      <td>51.947183</td>\n",
       "      <td>7.602777</td>\n",
       "      <td>-21.680750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6430014050</td>\n",
       "      <td>6342462458</td>\n",
       "      <td>2020-02-03T17:23:50</td>\n",
       "      <td>50</td>\n",
       "      <td>3.170922</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>51.947183</td>\n",
       "      <td>7.602777</td>\n",
       "      <td>51.947319</td>\n",
       "      <td>7.602835</td>\n",
       "      <td>-47.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6342462458</td>\n",
       "      <td>6430014059</td>\n",
       "      <td>2020-02-03T17:23:55</td>\n",
       "      <td>50</td>\n",
       "      <td>14.405008</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>20.866337</td>\n",
       "      <td>51.947319</td>\n",
       "      <td>7.602835</td>\n",
       "      <td>51.947477</td>\n",
       "      <td>7.602923</td>\n",
       "      <td>-29.133663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6430014059</td>\n",
       "      <td>34924787</td>\n",
       "      <td>2020-02-03T17:24:00</td>\n",
       "      <td>50</td>\n",
       "      <td>11.260461</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>22.814814</td>\n",
       "      <td>51.947477</td>\n",
       "      <td>7.602923</td>\n",
       "      <td>51.947626</td>\n",
       "      <td>7.603023</td>\n",
       "      <td>-27.185186</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>34924787</td>\n",
       "      <td>6342462457</td>\n",
       "      <td>2020-02-03T17:24:05</td>\n",
       "      <td>50</td>\n",
       "      <td>6.442676</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>36.403509</td>\n",
       "      <td>51.947626</td>\n",
       "      <td>7.603023</td>\n",
       "      <td>51.947834</td>\n",
       "      <td>7.603200</td>\n",
       "      <td>-13.596491</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6342462457</td>\n",
       "      <td>34924788</td>\n",
       "      <td>2020-02-03T17:24:10</td>\n",
       "      <td>50</td>\n",
       "      <td>5.701738</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>51.947834</td>\n",
       "      <td>7.603200</td>\n",
       "      <td>51.947976</td>\n",
       "      <td>7.603352</td>\n",
       "      <td>-3.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>34924788</td>\n",
       "      <td>6342462460</td>\n",
       "      <td>2020-02-03T17:24:15</td>\n",
       "      <td>50</td>\n",
       "      <td>5.034212</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>47.000000</td>\n",
       "      <td>51.947976</td>\n",
       "      <td>7.603352</td>\n",
       "      <td>51.948124</td>\n",
       "      <td>7.603530</td>\n",
       "      <td>-3.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6342462460</td>\n",
       "      <td>34924789</td>\n",
       "      <td>2020-02-03T17:24:20</td>\n",
       "      <td>50</td>\n",
       "      <td>5.265162</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>51.948124</td>\n",
       "      <td>7.603530</td>\n",
       "      <td>51.948273</td>\n",
       "      <td>7.603748</td>\n",
       "      <td>-1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34924789</td>\n",
       "      <td>34924790</td>\n",
       "      <td>2020-02-03T17:24:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.930284</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.942992</td>\n",
       "      <td>51.948273</td>\n",
       "      <td>7.603748</td>\n",
       "      <td>51.948430</td>\n",
       "      <td>7.604013</td>\n",
       "      <td>1.942992</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>34924790</td>\n",
       "      <td>34924791</td>\n",
       "      <td>2020-02-03T17:24:30</td>\n",
       "      <td>50</td>\n",
       "      <td>5.470158</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>47.999999</td>\n",
       "      <td>51.948430</td>\n",
       "      <td>7.604013</td>\n",
       "      <td>51.948736</td>\n",
       "      <td>7.604684</td>\n",
       "      <td>-2.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34924791</td>\n",
       "      <td>1498766523</td>\n",
       "      <td>2020-02-03T17:24:35</td>\n",
       "      <td>50</td>\n",
       "      <td>11.730917</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>48.913551</td>\n",
       "      <td>51.948736</td>\n",
       "      <td>7.604684</td>\n",
       "      <td>51.948884</td>\n",
       "      <td>7.605039</td>\n",
       "      <td>-1.086449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1498766523</td>\n",
       "      <td>358299060</td>\n",
       "      <td>2020-02-03T17:24:40</td>\n",
       "      <td>50</td>\n",
       "      <td>5.387822</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>49.264501</td>\n",
       "      <td>51.948884</td>\n",
       "      <td>7.605039</td>\n",
       "      <td>51.948941</td>\n",
       "      <td>7.605177</td>\n",
       "      <td>-0.735499</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>358299060</td>\n",
       "      <td>7152154272</td>\n",
       "      <td>2020-02-03T17:24:45</td>\n",
       "      <td>50</td>\n",
       "      <td>3.173990</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>51.948941</td>\n",
       "      <td>7.605177</td>\n",
       "      <td>51.949192</td>\n",
       "      <td>7.605727</td>\n",
       "      <td>-6.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7152154272</td>\n",
       "      <td>7152154274</td>\n",
       "      <td>2020-02-03T17:24:51</td>\n",
       "      <td>50</td>\n",
       "      <td>3.065228</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>34.953930</td>\n",
       "      <td>51.949192</td>\n",
       "      <td>7.605727</td>\n",
       "      <td>51.949385</td>\n",
       "      <td>7.606137</td>\n",
       "      <td>-15.046070</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7152154274</td>\n",
       "      <td>7152154273</td>\n",
       "      <td>2020-02-03T17:24:56</td>\n",
       "      <td>50</td>\n",
       "      <td>3.057912</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.949385</td>\n",
       "      <td>7.606137</td>\n",
       "      <td>51.949434</td>\n",
       "      <td>7.606228</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7152154273</td>\n",
       "      <td>33846185</td>\n",
       "      <td>2020-02-03T17:25:01</td>\n",
       "      <td>50</td>\n",
       "      <td>4.155391</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.949434</td>\n",
       "      <td>7.606228</td>\n",
       "      <td>51.949506</td>\n",
       "      <td>7.606360</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33846185</td>\n",
       "      <td>461970347</td>\n",
       "      <td>2020-02-03T17:25:06</td>\n",
       "      <td>50</td>\n",
       "      <td>15.934264</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>19.536749</td>\n",
       "      <td>51.949506</td>\n",
       "      <td>7.606360</td>\n",
       "      <td>51.949630</td>\n",
       "      <td>7.606209</td>\n",
       "      <td>-30.463251</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>461970347</td>\n",
       "      <td>6428655088</td>\n",
       "      <td>2020-02-03T17:25:11</td>\n",
       "      <td>50</td>\n",
       "      <td>7.400763</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>34.146853</td>\n",
       "      <td>51.949630</td>\n",
       "      <td>7.606209</td>\n",
       "      <td>51.949678</td>\n",
       "      <td>7.606151</td>\n",
       "      <td>-15.853147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>6428655088</td>\n",
       "      <td>401163819</td>\n",
       "      <td>2020-02-03T17:25:16</td>\n",
       "      <td>50</td>\n",
       "      <td>10.504903</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>43.000001</td>\n",
       "      <td>51.949678</td>\n",
       "      <td>7.606151</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "      <td>-6.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>2020-02-03T17:25:21</td>\n",
       "      <td>50</td>\n",
       "      <td>8.466436</td>\n",
       "      <td>49.501958</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "      <td>-0.498042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>401163819</td>\n",
       "      <td>33846184</td>\n",
       "      <td>2020-02-03T17:25:26</td>\n",
       "      <td>50</td>\n",
       "      <td>7.009605</td>\n",
       "      <td>49.501958</td>\n",
       "      <td>48.003915</td>\n",
       "      <td>51.000001</td>\n",
       "      <td>51.949879</td>\n",
       "      <td>7.605897</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "      <td>-0.498042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33846184</td>\n",
       "      <td>401163775</td>\n",
       "      <td>2020-02-03T17:25:31</td>\n",
       "      <td>50</td>\n",
       "      <td>3.222136</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>48.000001</td>\n",
       "      <td>51.950914</td>\n",
       "      <td>7.604530</td>\n",
       "      <td>51.950953</td>\n",
       "      <td>7.604481</td>\n",
       "      <td>-1.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>401163775</td>\n",
       "      <td>6236877365</td>\n",
       "      <td>2020-02-03T17:25:36</td>\n",
       "      <td>50</td>\n",
       "      <td>3.126752</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>44.402858</td>\n",
       "      <td>51.950953</td>\n",
       "      <td>7.604481</td>\n",
       "      <td>51.951109</td>\n",
       "      <td>7.604312</td>\n",
       "      <td>-5.597142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>6236877365</td>\n",
       "      <td>21518914</td>\n",
       "      <td>2020-02-03T17:25:41</td>\n",
       "      <td>50</td>\n",
       "      <td>3.045419</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>37.279547</td>\n",
       "      <td>51.951109</td>\n",
       "      <td>7.604312</td>\n",
       "      <td>51.951285</td>\n",
       "      <td>7.604142</td>\n",
       "      <td>-12.720453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>21518914</td>\n",
       "      <td>6236877366</td>\n",
       "      <td>2020-02-03T17:25:47</td>\n",
       "      <td>50</td>\n",
       "      <td>3.174012</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>23.000001</td>\n",
       "      <td>51.951285</td>\n",
       "      <td>7.604142</td>\n",
       "      <td>51.951460</td>\n",
       "      <td>7.603996</td>\n",
       "      <td>-26.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>6236877366</td>\n",
       "      <td>6431124736</td>\n",
       "      <td>2020-02-03T17:25:52</td>\n",
       "      <td>50</td>\n",
       "      <td>3.071740</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.951460</td>\n",
       "      <td>7.603996</td>\n",
       "      <td>51.951630</td>\n",
       "      <td>7.603875</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>6431124736</td>\n",
       "      <td>21518913</td>\n",
       "      <td>2020-02-03T17:25:57</td>\n",
       "      <td>50</td>\n",
       "      <td>10.925399</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.951630</td>\n",
       "      <td>7.603875</td>\n",
       "      <td>51.951857</td>\n",
       "      <td>7.603737</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>21518913</td>\n",
       "      <td>6431124755</td>\n",
       "      <td>2020-02-03T17:26:02</td>\n",
       "      <td>50</td>\n",
       "      <td>26.206483</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>26.645652</td>\n",
       "      <td>51.951857</td>\n",
       "      <td>7.603737</td>\n",
       "      <td>51.952020</td>\n",
       "      <td>7.603660</td>\n",
       "      <td>-23.354348</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>6431124755</td>\n",
       "      <td>6431124738</td>\n",
       "      <td>2020-02-03T17:26:07</td>\n",
       "      <td>50</td>\n",
       "      <td>16.085216</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>43.730866</td>\n",
       "      <td>51.952020</td>\n",
       "      <td>7.603660</td>\n",
       "      <td>51.952418</td>\n",
       "      <td>7.603498</td>\n",
       "      <td>-6.269134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>6431124738</td>\n",
       "      <td>122375084</td>\n",
       "      <td>2020-02-03T17:26:12</td>\n",
       "      <td>50</td>\n",
       "      <td>15.931978</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>52.076925</td>\n",
       "      <td>51.952418</td>\n",
       "      <td>7.603498</td>\n",
       "      <td>51.952982</td>\n",
       "      <td>7.603277</td>\n",
       "      <td>2.076925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>122375084</td>\n",
       "      <td>21518912</td>\n",
       "      <td>2020-02-03T17:26:17</td>\n",
       "      <td>50</td>\n",
       "      <td>5.688978</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>50.999999</td>\n",
       "      <td>51.952982</td>\n",
       "      <td>7.603277</td>\n",
       "      <td>51.954013</td>\n",
       "      <td>7.602906</td>\n",
       "      <td>0.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>21518912</td>\n",
       "      <td>6242379416</td>\n",
       "      <td>2020-02-03T17:26:22</td>\n",
       "      <td>50</td>\n",
       "      <td>5.607024</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>49.000001</td>\n",
       "      <td>51.954013</td>\n",
       "      <td>7.602906</td>\n",
       "      <td>51.954414</td>\n",
       "      <td>7.602834</td>\n",
       "      <td>-0.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>6242379416</td>\n",
       "      <td>401163793</td>\n",
       "      <td>2020-02-03T17:26:27</td>\n",
       "      <td>50</td>\n",
       "      <td>6.745522</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>48.999999</td>\n",
       "      <td>51.954414</td>\n",
       "      <td>7.602834</td>\n",
       "      <td>51.954464</td>\n",
       "      <td>7.602825</td>\n",
       "      <td>-1.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>401163793</td>\n",
       "      <td>21518911</td>\n",
       "      <td>2020-02-03T17:26:32</td>\n",
       "      <td>50</td>\n",
       "      <td>16.418607</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.328447</td>\n",
       "      <td>51.954464</td>\n",
       "      <td>7.602825</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "      <td>1.328447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>2020-02-03T17:26:37</td>\n",
       "      <td>50</td>\n",
       "      <td>9.341649</td>\n",
       "      <td>51.127778</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "      <td>1.127778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>21518911</td>\n",
       "      <td>401163801</td>\n",
       "      <td>2020-02-03T17:26:43</td>\n",
       "      <td>50</td>\n",
       "      <td>3.169324</td>\n",
       "      <td>51.127778</td>\n",
       "      <td>48.255556</td>\n",
       "      <td>54.000001</td>\n",
       "      <td>51.954599</td>\n",
       "      <td>7.602805</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "      <td>1.127778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>401163801</td>\n",
       "      <td>60676690</td>\n",
       "      <td>2020-02-03T17:26:48</td>\n",
       "      <td>50</td>\n",
       "      <td>3.161149</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>29.782723</td>\n",
       "      <td>51.955059</td>\n",
       "      <td>7.602826</td>\n",
       "      <td>51.955289</td>\n",
       "      <td>7.602845</td>\n",
       "      <td>-20.217277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>60676690</td>\n",
       "      <td>6242379409</td>\n",
       "      <td>2020-02-03T17:26:53</td>\n",
       "      <td>50</td>\n",
       "      <td>3.022734</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955289</td>\n",
       "      <td>7.602845</td>\n",
       "      <td>51.955554</td>\n",
       "      <td>7.602867</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>6242379409</td>\n",
       "      <td>6236877368</td>\n",
       "      <td>2020-02-03T17:26:58</td>\n",
       "      <td>50</td>\n",
       "      <td>3.011477</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955554</td>\n",
       "      <td>7.602867</td>\n",
       "      <td>51.955797</td>\n",
       "      <td>7.602896</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>6236877368</td>\n",
       "      <td>3202352228</td>\n",
       "      <td>2020-02-03T17:27:03</td>\n",
       "      <td>50</td>\n",
       "      <td>3.015020</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955797</td>\n",
       "      <td>7.602896</td>\n",
       "      <td>51.955894</td>\n",
       "      <td>7.602907</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3202352228</td>\n",
       "      <td>6242379407</td>\n",
       "      <td>2020-02-03T17:27:08</td>\n",
       "      <td>50</td>\n",
       "      <td>3.039808</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.955894</td>\n",
       "      <td>7.602907</td>\n",
       "      <td>51.956136</td>\n",
       "      <td>7.602932</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>6242379407</td>\n",
       "      <td>6236877370</td>\n",
       "      <td>2020-02-03T17:27:13</td>\n",
       "      <td>50</td>\n",
       "      <td>3.066515</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956136</td>\n",
       "      <td>7.602932</td>\n",
       "      <td>51.956297</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>6236877370</td>\n",
       "      <td>6236877369</td>\n",
       "      <td>2020-02-03T17:27:18</td>\n",
       "      <td>50</td>\n",
       "      <td>3.116671</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956297</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>51.956587</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>6236877369</td>\n",
       "      <td>21518910</td>\n",
       "      <td>2020-02-03T17:27:23</td>\n",
       "      <td>50</td>\n",
       "      <td>3.010686</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956587</td>\n",
       "      <td>7.602944</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>2020-02-03T17:27:28</td>\n",
       "      <td>50</td>\n",
       "      <td>3.112850</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>21518910</td>\n",
       "      <td>5472867409</td>\n",
       "      <td>2020-02-03T17:27:33</td>\n",
       "      <td>50</td>\n",
       "      <td>3.043374</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.956810</td>\n",
       "      <td>7.602931</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03T17:27:39</td>\n",
       "      <td>50</td>\n",
       "      <td>3.095505</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03T17:27:44</td>\n",
       "      <td>50</td>\n",
       "      <td>3.047474</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03T17:27:49</td>\n",
       "      <td>50</td>\n",
       "      <td>3.036022</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>5472867409</td>\n",
       "      <td>33846175</td>\n",
       "      <td>2020-02-03T17:27:54</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075117</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.958502</td>\n",
       "      <td>7.602758</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>33846175</td>\n",
       "      <td>3268457415</td>\n",
       "      <td>2020-02-03T17:27:59</td>\n",
       "      <td>50</td>\n",
       "      <td>18.000278</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>16.808399</td>\n",
       "      <td>51.959405</td>\n",
       "      <td>7.602668</td>\n",
       "      <td>51.959507</td>\n",
       "      <td>7.602659</td>\n",
       "      <td>-33.191601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>3268457415</td>\n",
       "      <td>6425072711</td>\n",
       "      <td>2020-02-03T17:28:04</td>\n",
       "      <td>50</td>\n",
       "      <td>11.176040</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>26.384211</td>\n",
       "      <td>51.959507</td>\n",
       "      <td>7.602659</td>\n",
       "      <td>51.959589</td>\n",
       "      <td>7.602653</td>\n",
       "      <td>-23.615789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>6425072711</td>\n",
       "      <td>6425072705</td>\n",
       "      <td>2020-02-03T17:28:09</td>\n",
       "      <td>50</td>\n",
       "      <td>4.046499</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>39.000001</td>\n",
       "      <td>51.959589</td>\n",
       "      <td>7.602653</td>\n",
       "      <td>51.959687</td>\n",
       "      <td>7.602647</td>\n",
       "      <td>-10.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>6425072705</td>\n",
       "      <td>5474291175</td>\n",
       "      <td>2020-02-03T17:28:14</td>\n",
       "      <td>50</td>\n",
       "      <td>3.075322</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>32.158620</td>\n",
       "      <td>51.959687</td>\n",
       "      <td>7.602647</td>\n",
       "      <td>51.959755</td>\n",
       "      <td>7.602641</td>\n",
       "      <td>-17.841380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>5474291175</td>\n",
       "      <td>945921131</td>\n",
       "      <td>2020-02-03T17:28:19</td>\n",
       "      <td>50</td>\n",
       "      <td>3.025176</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>10.473430</td>\n",
       "      <td>51.959755</td>\n",
       "      <td>7.602641</td>\n",
       "      <td>51.960001</td>\n",
       "      <td>7.602626</td>\n",
       "      <td>-39.526570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>945921131</td>\n",
       "      <td>5512269043</td>\n",
       "      <td>2020-02-03T17:28:24</td>\n",
       "      <td>50</td>\n",
       "      <td>2.973655</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51.960001</td>\n",
       "      <td>7.602626</td>\n",
       "      <td>51.960354</td>\n",
       "      <td>7.602602</td>\n",
       "      <td>-50.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>5512269043</td>\n",
       "      <td>4932702977</td>\n",
       "      <td>2020-02-03T17:28:29</td>\n",
       "      <td>50</td>\n",
       "      <td>18.879898</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>11.292683</td>\n",
       "      <td>51.960354</td>\n",
       "      <td>7.602602</td>\n",
       "      <td>51.960713</td>\n",
       "      <td>7.602584</td>\n",
       "      <td>-38.707317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>4932702977</td>\n",
       "      <td>4502646832</td>\n",
       "      <td>2020-02-03T17:28:35</td>\n",
       "      <td>50</td>\n",
       "      <td>4.900118</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>32.335444</td>\n",
       "      <td>51.960713</td>\n",
       "      <td>7.602584</td>\n",
       "      <td>51.960920</td>\n",
       "      <td>7.602579</td>\n",
       "      <td>-17.664556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>4502646832</td>\n",
       "      <td>268071671</td>\n",
       "      <td>2020-02-03T17:28:40</td>\n",
       "      <td>50</td>\n",
       "      <td>4.713496</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>39.753117</td>\n",
       "      <td>51.960920</td>\n",
       "      <td>7.602579</td>\n",
       "      <td>51.961147</td>\n",
       "      <td>7.602571</td>\n",
       "      <td>-10.246883</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>268071671</td>\n",
       "      <td>5512269048</td>\n",
       "      <td>2020-02-03T17:28:45</td>\n",
       "      <td>50</td>\n",
       "      <td>4.862161</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>33.999999</td>\n",
       "      <td>51.961147</td>\n",
       "      <td>7.602571</td>\n",
       "      <td>51.961258</td>\n",
       "      <td>7.602567</td>\n",
       "      <td>-16.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>5512269048</td>\n",
       "      <td>5512269050</td>\n",
       "      <td>2020-02-03T17:28:50</td>\n",
       "      <td>50</td>\n",
       "      <td>5.141985</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>26.999999</td>\n",
       "      <td>51.961258</td>\n",
       "      <td>7.602567</td>\n",
       "      <td>51.961360</td>\n",
       "      <td>7.602561</td>\n",
       "      <td>-23.000001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>5512269050</td>\n",
       "      <td>5512269049</td>\n",
       "      <td>2020-02-03T17:28:55</td>\n",
       "      <td>50</td>\n",
       "      <td>5.362533</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>51.961360</td>\n",
       "      <td>7.602561</td>\n",
       "      <td>51.961443</td>\n",
       "      <td>7.602556</td>\n",
       "      <td>-20.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>5512269049</td>\n",
       "      <td>5512269051</td>\n",
       "      <td>2020-02-03T17:29:00</td>\n",
       "      <td>50</td>\n",
       "      <td>12.651749</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>37.536842</td>\n",
       "      <td>51.961443</td>\n",
       "      <td>7.602556</td>\n",
       "      <td>51.961526</td>\n",
       "      <td>7.602549</td>\n",
       "      <td>-12.463158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>5512269051</td>\n",
       "      <td>29041402</td>\n",
       "      <td>2020-02-03T17:29:05</td>\n",
       "      <td>50</td>\n",
       "      <td>18.109086</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>38.300000</td>\n",
       "      <td>51.961526</td>\n",
       "      <td>7.602549</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
       "      <td>-11.700000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>29041402</td>\n",
       "      <td>5512269052</td>\n",
       "      <td>2020-02-03T17:29:10</td>\n",
       "      <td>50</td>\n",
       "      <td>9.600139</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>41.867566</td>\n",
       "      <td>51.961663</td>\n",
       "      <td>7.602535</td>\n",
       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
       "      <td>-8.132434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>5512269052</td>\n",
       "      <td>5512269053</td>\n",
       "      <td>2020-02-03T17:29:15</td>\n",
       "      <td>50</td>\n",
       "      <td>6.828497</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>42.207058</td>\n",
       "      <td>51.961770</td>\n",
       "      <td>7.602520</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
       "      <td>-7.792942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>5512269053</td>\n",
       "      <td>5512269054</td>\n",
       "      <td>2020-02-03T17:29:20</td>\n",
       "      <td>50</td>\n",
       "      <td>4.562019</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>40.000001</td>\n",
       "      <td>51.961908</td>\n",
       "      <td>7.602493</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
       "      <td>-9.999999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>5512269054</td>\n",
       "      <td>1120249942</td>\n",
       "      <td>2020-02-03T17:29:25</td>\n",
       "      <td>50</td>\n",
       "      <td>7.682926</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>42.000000</td>\n",
       "      <td>51.962015</td>\n",
       "      <td>7.602471</td>\n",
       "      <td>51.962170</td>\n",
       "      <td>7.602432</td>\n",
       "      <td>-8.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       st_node    end_node                 time  speed_limit        CO2  \\\n",
       "0   6430014056    34924749  2020-02-03T17:23:04           50  12.532860   \n",
       "1     34924749    34924777  2020-02-03T17:23:09           50  10.056936   \n",
       "2     34924777   461970318  2020-02-03T17:23:14           50   7.252608   \n",
       "3    461970318    34924784  2020-02-03T17:23:19           50   7.095522   \n",
       "4     34924784  6430014035  2020-02-03T17:23:24           50   6.939990   \n",
       "5   6430014035    34924785  2020-02-03T17:23:29           50   8.082442   \n",
       "6     34924785  6430014055  2020-02-03T17:23:34           50   5.235873   \n",
       "7   6430014055    34924786  2020-02-03T17:23:39           50   3.467051   \n",
       "8     34924786  6430014050  2020-02-03T17:23:44           50   3.174234   \n",
       "9   6430014050  6342462458  2020-02-03T17:23:50           50   3.170922   \n",
       "10  6342462458  6430014059  2020-02-03T17:23:55           50  14.405008   \n",
       "11  6430014059    34924787  2020-02-03T17:24:00           50  11.260461   \n",
       "12    34924787  6342462457  2020-02-03T17:24:05           50   6.442676   \n",
       "13  6342462457    34924788  2020-02-03T17:24:10           50   5.701738   \n",
       "14    34924788  6342462460  2020-02-03T17:24:15           50   5.034212   \n",
       "15  6342462460    34924789  2020-02-03T17:24:20           50   5.265162   \n",
       "16    34924789    34924790  2020-02-03T17:24:25           50   7.930284   \n",
       "17    34924790    34924791  2020-02-03T17:24:30           50   5.470158   \n",
       "18    34924791  1498766523  2020-02-03T17:24:35           50  11.730917   \n",
       "19  1498766523   358299060  2020-02-03T17:24:40           50   5.387822   \n",
       "20   358299060  7152154272  2020-02-03T17:24:45           50   3.173990   \n",
       "21  7152154272  7152154274  2020-02-03T17:24:51           50   3.065228   \n",
       "22  7152154274  7152154273  2020-02-03T17:24:56           50   3.057912   \n",
       "23  7152154273    33846185  2020-02-03T17:25:01           50   4.155391   \n",
       "24    33846185   461970347  2020-02-03T17:25:06           50  15.934264   \n",
       "25   461970347  6428655088  2020-02-03T17:25:11           50   7.400763   \n",
       "26  6428655088   401163819  2020-02-03T17:25:16           50  10.504903   \n",
       "27   401163819    33846184  2020-02-03T17:25:21           50   8.466436   \n",
       "28   401163819    33846184  2020-02-03T17:25:26           50   7.009605   \n",
       "29    33846184   401163775  2020-02-03T17:25:31           50   3.222136   \n",
       "30   401163775  6236877365  2020-02-03T17:25:36           50   3.126752   \n",
       "31  6236877365    21518914  2020-02-03T17:25:41           50   3.045419   \n",
       "32    21518914  6236877366  2020-02-03T17:25:47           50   3.174012   \n",
       "33  6236877366  6431124736  2020-02-03T17:25:52           50   3.071740   \n",
       "34  6431124736    21518913  2020-02-03T17:25:57           50  10.925399   \n",
       "35    21518913  6431124755  2020-02-03T17:26:02           50  26.206483   \n",
       "36  6431124755  6431124738  2020-02-03T17:26:07           50  16.085216   \n",
       "37  6431124738   122375084  2020-02-03T17:26:12           50  15.931978   \n",
       "38   122375084    21518912  2020-02-03T17:26:17           50   5.688978   \n",
       "39    21518912  6242379416  2020-02-03T17:26:22           50   5.607024   \n",
       "40  6242379416   401163793  2020-02-03T17:26:27           50   6.745522   \n",
       "41   401163793    21518911  2020-02-03T17:26:32           50  16.418607   \n",
       "42    21518911   401163801  2020-02-03T17:26:37           50   9.341649   \n",
       "43    21518911   401163801  2020-02-03T17:26:43           50   3.169324   \n",
       "44   401163801    60676690  2020-02-03T17:26:48           50   3.161149   \n",
       "45    60676690  6242379409  2020-02-03T17:26:53           50   3.022734   \n",
       "46  6242379409  6236877368  2020-02-03T17:26:58           50   3.011477   \n",
       "47  6236877368  3202352228  2020-02-03T17:27:03           50   3.015020   \n",
       "48  3202352228  6242379407  2020-02-03T17:27:08           50   3.039808   \n",
       "49  6242379407  6236877370  2020-02-03T17:27:13           50   3.066515   \n",
       "50  6236877370  6236877369  2020-02-03T17:27:18           50   3.116671   \n",
       "51  6236877369    21518910  2020-02-03T17:27:23           50   3.010686   \n",
       "52    21518910  5472867409  2020-02-03T17:27:28           50   3.112850   \n",
       "53    21518910  5472867409  2020-02-03T17:27:33           50   3.043374   \n",
       "54  5472867409    33846175  2020-02-03T17:27:39           50   3.095505   \n",
       "55  5472867409    33846175  2020-02-03T17:27:44           50   3.047474   \n",
       "56  5472867409    33846175  2020-02-03T17:27:49           50   3.036022   \n",
       "57  5472867409    33846175  2020-02-03T17:27:54           50   3.075117   \n",
       "58    33846175  3268457415  2020-02-03T17:27:59           50  18.000278   \n",
       "59  3268457415  6425072711  2020-02-03T17:28:04           50  11.176040   \n",
       "60  6425072711  6425072705  2020-02-03T17:28:09           50   4.046499   \n",
       "61  6425072705  5474291175  2020-02-03T17:28:14           50   3.075322   \n",
       "62  5474291175   945921131  2020-02-03T17:28:19           50   3.025176   \n",
       "63   945921131  5512269043  2020-02-03T17:28:24           50   2.973655   \n",
       "64  5512269043  4932702977  2020-02-03T17:28:29           50  18.879898   \n",
       "65  4932702977  4502646832  2020-02-03T17:28:35           50   4.900118   \n",
       "66  4502646832   268071671  2020-02-03T17:28:40           50   4.713496   \n",
       "67   268071671  5512269048  2020-02-03T17:28:45           50   4.862161   \n",
       "68  5512269048  5512269050  2020-02-03T17:28:50           50   5.141985   \n",
       "69  5512269050  5512269049  2020-02-03T17:28:55           50   5.362533   \n",
       "70  5512269049  5512269051  2020-02-03T17:29:00           50  12.651749   \n",
       "71  5512269051    29041402  2020-02-03T17:29:05           50  18.109086   \n",
       "72    29041402  5512269052  2020-02-03T17:29:10           50   9.600139   \n",
       "73  5512269052  5512269053  2020-02-03T17:29:15           50   6.828497   \n",
       "74  5512269053  5512269054  2020-02-03T17:29:20           50   4.562019   \n",
       "75  5512269054  1120249942  2020-02-03T17:29:25           50   7.682926   \n",
       "\n",
       "    mean_speed  min_speed  max_speed  StNode_lat  StNode_lon  EndNode_lat  \\\n",
       "0    46.221106  46.221106  46.221106   51.945204    7.601174    51.945464   \n",
       "1    52.999999  52.999999  52.999999   51.945464    7.601387    51.945617   \n",
       "2    51.999998  51.999998  51.999998   51.945617    7.601554    51.945791   \n",
       "3    53.000001  53.000001  53.000001   51.945791    7.601743    51.946196   \n",
       "4    56.000002  56.000002  56.000002   51.946196    7.602167    51.946374   \n",
       "5    55.000001  55.000001  55.000001   51.946374    7.602310    51.946562   \n",
       "6    51.000000  51.000000  51.000000   51.946562    7.602446    51.946785   \n",
       "7    47.504178  47.504178  47.504178   51.946785    7.602576    51.947024   \n",
       "8    28.319250  28.319250  28.319250   51.947024    7.602696    51.947183   \n",
       "9     3.000000   3.000000   3.000000   51.947183    7.602777    51.947319   \n",
       "10   20.866337  20.866337  20.866337   51.947319    7.602835    51.947477   \n",
       "11   22.814814  22.814814  22.814814   51.947477    7.602923    51.947626   \n",
       "12   36.403509  36.403509  36.403509   51.947626    7.603023    51.947834   \n",
       "13   47.000000  47.000000  47.000000   51.947834    7.603200    51.947976   \n",
       "14   47.000000  47.000000  47.000000   51.947976    7.603352    51.948124   \n",
       "15   49.000000  49.000000  49.000000   51.948124    7.603530    51.948273   \n",
       "16   51.942992  51.942992  51.942992   51.948273    7.603748    51.948430   \n",
       "17   47.999999  47.999999  47.999999   51.948430    7.604013    51.948736   \n",
       "18   48.913551  48.913551  48.913551   51.948736    7.604684    51.948884   \n",
       "19   49.264501  49.264501  49.264501   51.948884    7.605039    51.948941   \n",
       "20   43.000001  43.000001  43.000001   51.948941    7.605177    51.949192   \n",
       "21   34.953930  34.953930  34.953930   51.949192    7.605727    51.949385   \n",
       "22    0.000000   0.000000   0.000000   51.949385    7.606137    51.949434   \n",
       "23    0.000000   0.000000   0.000000   51.949434    7.606228    51.949506   \n",
       "24   19.536749  19.536749  19.536749   51.949506    7.606360    51.949630   \n",
       "25   34.146853  34.146853  34.146853   51.949630    7.606209    51.949678   \n",
       "26   43.000001  43.000001  43.000001   51.949678    7.606151    51.949879   \n",
       "27   49.501958  48.003915  51.000001   51.949879    7.605897    51.950914   \n",
       "28   49.501958  48.003915  51.000001   51.949879    7.605897    51.950914   \n",
       "29   48.000001  48.000001  48.000001   51.950914    7.604530    51.950953   \n",
       "30   44.402858  44.402858  44.402858   51.950953    7.604481    51.951109   \n",
       "31   37.279547  37.279547  37.279547   51.951109    7.604312    51.951285   \n",
       "32   23.000001  23.000001  23.000001   51.951285    7.604142    51.951460   \n",
       "33    0.000000   0.000000   0.000000   51.951460    7.603996    51.951630   \n",
       "34    0.000000   0.000000   0.000000   51.951630    7.603875    51.951857   \n",
       "35   26.645652  26.645652  26.645652   51.951857    7.603737    51.952020   \n",
       "36   43.730866  43.730866  43.730866   51.952020    7.603660    51.952418   \n",
       "37   52.076925  52.076925  52.076925   51.952418    7.603498    51.952982   \n",
       "38   50.999999  50.999999  50.999999   51.952982    7.603277    51.954013   \n",
       "39   49.000001  49.000001  49.000001   51.954013    7.602906    51.954414   \n",
       "40   48.999999  48.999999  48.999999   51.954414    7.602834    51.954464   \n",
       "41   51.328447  51.328447  51.328447   51.954464    7.602825    51.954599   \n",
       "42   51.127778  48.255556  54.000001   51.954599    7.602805    51.955059   \n",
       "43   51.127778  48.255556  54.000001   51.954599    7.602805    51.955059   \n",
       "44   29.782723  29.782723  29.782723   51.955059    7.602826    51.955289   \n",
       "45    0.000000   0.000000   0.000000   51.955289    7.602845    51.955554   \n",
       "46    0.000000   0.000000   0.000000   51.955554    7.602867    51.955797   \n",
       "47    0.000000   0.000000   0.000000   51.955797    7.602896    51.955894   \n",
       "48    0.000000   0.000000   0.000000   51.955894    7.602907    51.956136   \n",
       "49    0.000000   0.000000   0.000000   51.956136    7.602932    51.956297   \n",
       "50    0.000000   0.000000   0.000000   51.956297    7.602944    51.956587   \n",
       "51    0.000000   0.000000   0.000000   51.956587    7.602944    51.956810   \n",
       "52    0.000000   0.000000   0.000000   51.956810    7.602931    51.958502   \n",
       "53    0.000000   0.000000   0.000000   51.956810    7.602931    51.958502   \n",
       "54    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "55    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "56    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "57    0.000000   0.000000   0.000000   51.958502    7.602758    51.959405   \n",
       "58   16.808399  16.808399  16.808399   51.959405    7.602668    51.959507   \n",
       "59   26.384211  26.384211  26.384211   51.959507    7.602659    51.959589   \n",
       "60   39.000001  39.000001  39.000001   51.959589    7.602653    51.959687   \n",
       "61   32.158620  32.158620  32.158620   51.959687    7.602647    51.959755   \n",
       "62   10.473430  10.473430  10.473430   51.959755    7.602641    51.960001   \n",
       "63    0.000000   0.000000   0.000000   51.960001    7.602626    51.960354   \n",
       "64   11.292683  11.292683  11.292683   51.960354    7.602602    51.960713   \n",
       "65   32.335444  32.335444  32.335444   51.960713    7.602584    51.960920   \n",
       "66   39.753117  39.753117  39.753117   51.960920    7.602579    51.961147   \n",
       "67   33.999999  33.999999  33.999999   51.961147    7.602571    51.961258   \n",
       "68   26.999999  26.999999  26.999999   51.961258    7.602567    51.961360   \n",
       "69   30.000000  30.000000  30.000000   51.961360    7.602561    51.961443   \n",
       "70   37.536842  37.536842  37.536842   51.961443    7.602556    51.961526   \n",
       "71   38.300000  38.300000  38.300000   51.961526    7.602549    51.961663   \n",
       "72   41.867566  41.867566  41.867566   51.961663    7.602535    51.961770   \n",
       "73   42.207058  42.207058  42.207058   51.961770    7.602520    51.961908   \n",
       "74   40.000001  40.000001  40.000001   51.961908    7.602493    51.962015   \n",
       "75   42.000000  42.000000  42.000000   51.962015    7.602471    51.962170   \n",
       "\n",
       "    EndNode_lon  DiffBetweenSpeedLimit  \n",
       "0      7.601387              -3.778894  \n",
       "1      7.601554               2.999999  \n",
       "2      7.601743               1.999998  \n",
       "3      7.602167               3.000001  \n",
       "4      7.602310               6.000002  \n",
       "5      7.602446               5.000001  \n",
       "6      7.602576               1.000000  \n",
       "7      7.602696              -2.495822  \n",
       "8      7.602777             -21.680750  \n",
       "9      7.602835             -47.000000  \n",
       "10     7.602923             -29.133663  \n",
       "11     7.603023             -27.185186  \n",
       "12     7.603200             -13.596491  \n",
       "13     7.603352              -3.000000  \n",
       "14     7.603530              -3.000000  \n",
       "15     7.603748              -1.000000  \n",
       "16     7.604013               1.942992  \n",
       "17     7.604684              -2.000001  \n",
       "18     7.605039              -1.086449  \n",
       "19     7.605177              -0.735499  \n",
       "20     7.605727              -6.999999  \n",
       "21     7.606137             -15.046070  \n",
       "22     7.606228             -50.000000  \n",
       "23     7.606360             -50.000000  \n",
       "24     7.606209             -30.463251  \n",
       "25     7.606151             -15.853147  \n",
       "26     7.605897              -6.999999  \n",
       "27     7.604530              -0.498042  \n",
       "28     7.604530              -0.498042  \n",
       "29     7.604481              -1.999999  \n",
       "30     7.604312              -5.597142  \n",
       "31     7.604142             -12.720453  \n",
       "32     7.603996             -26.999999  \n",
       "33     7.603875             -50.000000  \n",
       "34     7.603737             -50.000000  \n",
       "35     7.603660             -23.354348  \n",
       "36     7.603498              -6.269134  \n",
       "37     7.603277               2.076925  \n",
       "38     7.602906               0.999999  \n",
       "39     7.602834              -0.999999  \n",
       "40     7.602825              -1.000001  \n",
       "41     7.602805               1.328447  \n",
       "42     7.602826               1.127778  \n",
       "43     7.602826               1.127778  \n",
       "44     7.602845             -20.217277  \n",
       "45     7.602867             -50.000000  \n",
       "46     7.602896             -50.000000  \n",
       "47     7.602907             -50.000000  \n",
       "48     7.602932             -50.000000  \n",
       "49     7.602944             -50.000000  \n",
       "50     7.602944             -50.000000  \n",
       "51     7.602931             -50.000000  \n",
       "52     7.602758             -50.000000  \n",
       "53     7.602758             -50.000000  \n",
       "54     7.602668             -50.000000  \n",
       "55     7.602668             -50.000000  \n",
       "56     7.602668             -50.000000  \n",
       "57     7.602668             -50.000000  \n",
       "58     7.602659             -33.191601  \n",
       "59     7.602653             -23.615789  \n",
       "60     7.602647             -10.999999  \n",
       "61     7.602641             -17.841380  \n",
       "62     7.602626             -39.526570  \n",
       "63     7.602602             -50.000000  \n",
       "64     7.602584             -38.707317  \n",
       "65     7.602579             -17.664556  \n",
       "66     7.602571             -10.246883  \n",
       "67     7.602567             -16.000001  \n",
       "68     7.602561             -23.000001  \n",
       "69     7.602556             -20.000000  \n",
       "70     7.602549             -12.463158  \n",
       "71     7.602535             -11.700000  \n",
       "72     7.602520              -8.132434  \n",
       "73     7.602493              -7.792942  \n",
       "74     7.602471              -9.999999  \n",
       "75     7.602432              -8.000000  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "edgeset = pd.DataFrame({'st_node': data[\"st_nodes\"], 'end_node': data[\"end_nodes\"], 'speed':data[\"Speed.value\"], 'time':data[\"time\"], 'speed_limit': data[\"max_speed\"], 'CO2':data[\"CO2.value\"]})\n",
    "edgeset = aggregateStatsFromNodes(edgeset,True, False)\n",
    "appendNodeCoords(edgeset)\n",
    "edgeset[\"DiffBetweenSpeedLimit\"] = edgeset['mean_speed'] - edgeset['speed_limit']\n",
    "edgeset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "        <iframe\n",
       "            width=\"900\"\n",
       "            height=\"500\"\n",
       "            src=\"./line_layer.html\"\n",
       "            frameborder=\"0\"\n",
       "            allowfullscreen\n",
       "        ></iframe>\n",
       "        "
      ],
      "text/plain": [
       "<IPython.lib.display.IFrame at 0x23ed7c2dd48>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plotAggregatedStatistics(edgeset, False,True,False)\n",
    "#Red = avg speed > speed limit\n",
    "#Green = avg speed < speed limit\n",
    "#Blue = avg speed = speed limit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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