regression_all_with_snapshots_red_black.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "#import statsmodels.api as sm\n",
    "#import math\n",
    "#import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "reds = pd.read_csv(\"RED_snaps_pivoted_joined.csv\")\n",
    "greys = pd.read_csv(\"BLACK_snaps_pivoted_joined.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(71704, 63)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "fault_alarm_id                    0\n",
       "Battery Level                     0\n",
       "Coolant Temperature               1\n",
       "Engine Crankcase Pressure       415\n",
       "Engine Exhaust Temperature     4552\n",
       "Engine Oil Temperature            3\n",
       "Engine Speed                      0\n",
       "Fan Status On/Off                 0\n",
       "Intake Air Pressure             250\n",
       "Oil Pressure                     18\n",
       "Road Speed                      316\n",
       "component_id                      0\n",
       "vehicle_id                        0\n",
       "message_date_time                 0\n",
       "longitude                         0\n",
       "latitude                          0\n",
       "city_name                       376\n",
       "state_cd                        487\n",
       "fault_count                       0\n",
       "component_type                    0\n",
       "fmi_id                            0\n",
       "ecu_type                          0\n",
       "fault_active                      0\n",
       "position_timestamp                0\n",
       "create_date                       0\n",
       "heading                           0\n",
       "elevation                         0\n",
       "date                              0\n",
       "odometer_reading                  0\n",
       "engine_status                     0\n",
       "idle_engine_hours                 0\n",
       "total_fuel                      210\n",
       "gross_combined_weight         46242\n",
       "engine_hours                   2582\n",
       "rank                              0\n",
       "vehicle_id.1                      0\n",
       "vehicle_type                      0\n",
       "vehicle_spec_id                   0\n",
       "vehicle_model_year                0\n",
       "vehicle_model                     0\n",
       "vehicle_make                      0\n",
       "veh_version                       0\n",
       "tgw_serial                        2\n",
       "retail_dt                         0\n",
       "product_type                      0\n",
       "notif_type                        0\n",
       "mq_message_put_dt                 0\n",
       "model_family                      0\n",
       "main_assembly_dt                  0\n",
       "inactive_cd                   71633\n",
       "in_service_dt                     0\n",
       "in_process                        0\n",
       "imsi                              0\n",
       "gross_wt_rating                   0\n",
       "final_assembly_dt               410\n",
       "factory_invoice_dt                0\n",
       "engine_type                       4\n",
       "engine_make                       0\n",
       "dispatch_dt                   71704\n",
       "create_dt                         0\n",
       "country_of_operation              0\n",
       "chassis_series                    0\n",
       "chassis_number                    0\n",
       "dtype: int64"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(reds.shape)\n",
    "nan_count = reds.isna().sum()\n",
    "with pd.option_context('display.max_rows', None):\n",
    "    display(nan_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(6592873, 63)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "fault_alarm_id                      0\n",
       "Battery Level                       1\n",
       "Coolant Temperature               174\n",
       "Engine Crankcase Pressure       71604\n",
       "Engine Exhaust Temperature      74708\n",
       "Engine Oil Temperature           6722\n",
       "Engine Speed                       19\n",
       "Fan Status On/Off                 151\n",
       "Intake Air Pressure             66184\n",
       "Oil Pressure                     1352\n",
       "Road Speed                      27931\n",
       "component_id                        0\n",
       "vehicle_id                          0\n",
       "message_date_time                   0\n",
       "longitude                           0\n",
       "latitude                            0\n",
       "city_name                       25062\n",
       "state_cd                        36778\n",
       "fault_count                         0\n",
       "component_type                      0\n",
       "fmi_id                              0\n",
       "ecu_type                            0\n",
       "fault_active                        0\n",
       "position_timestamp                  0\n",
       "create_date                         0\n",
       "heading                             0\n",
       "elevation                           0\n",
       "date                                0\n",
       "odometer_reading                   23\n",
       "engine_status                       0\n",
       "idle_engine_hours                   0\n",
       "total_fuel                      52647\n",
       "gross_combined_weight         3111340\n",
       "engine_hours                   349924\n",
       "rank                                0\n",
       "vehicle_id.1                        0\n",
       "vehicle_type                        0\n",
       "vehicle_spec_id                     0\n",
       "vehicle_model_year                  0\n",
       "vehicle_model                       0\n",
       "vehicle_make                        0\n",
       "veh_version                         0\n",
       "tgw_serial                        825\n",
       "retail_dt                           0\n",
       "product_type                        0\n",
       "notif_type                          0\n",
       "mq_message_put_dt                   0\n",
       "model_family                        0\n",
       "main_assembly_dt                    0\n",
       "inactive_cd                   6591878\n",
       "in_service_dt                       0\n",
       "in_process                          0\n",
       "imsi                                0\n",
       "gross_wt_rating                     0\n",
       "final_assembly_dt               41103\n",
       "factory_invoice_dt                  0\n",
       "engine_type                        18\n",
       "engine_make                         0\n",
       "dispatch_dt                   6592873\n",
       "create_dt                           0\n",
       "country_of_operation                0\n",
       "chassis_series                      0\n",
       "chassis_number                      0\n",
       "dtype: int64"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(greys.shape)\n",
    "nan_count = greys.isna().sum()\n",
    "with pd.option_context('display.max_rows', None):\n",
    "    display(nan_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Drop columns with too many NaNs\n",
    "reds = reds.drop(columns=['gross_combined_weight', 'inactive_cd', 'dispatch_dt', 'create_date', 'date', 'rank', 'vehicle_id.1', 'vehicle_spec_id', 'retail_dt', 'mq_message_put_dt', 'main_assembly_dt', 'final_assembly_dt', 'factory_invoice_dt', 'create_dt', 'component_id', 'vehicle_id', 'fmi_id', 'position_timestamp', 'imsi'])\n",
    "greys = greys.drop(columns=['gross_combined_weight', 'inactive_cd', 'dispatch_dt', 'create_date', 'date', 'rank', 'vehicle_id.1', 'vehicle_spec_id', 'retail_dt', 'mq_message_put_dt', 'main_assembly_dt', 'final_assembly_dt', 'factory_invoice_dt', 'create_dt', 'component_id', 'vehicle_id', 'fmi_id', 'position_timestamp', 'imsi'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "reds['red_fault'] = 1\n",
    "greys['red_fault'] = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "faults = pd.concat([reds, greys])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.010758972399898748\n"
     ]
    }
   ],
   "source": [
    "print(faults['red_fault'].mean())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Memory cleanup\n",
    "del reds, greys"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(6664577, 45)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "fault_alarm_id                     0\n",
       "Battery Level                      1\n",
       "Coolant Temperature              175\n",
       "Engine Crankcase Pressure      72019\n",
       "Engine Exhaust Temperature     79260\n",
       "Engine Oil Temperature          6725\n",
       "Engine Speed                      19\n",
       "Fan Status On/Off                151\n",
       "Intake Air Pressure            66434\n",
       "Oil Pressure                    1370\n",
       "Road Speed                     28247\n",
       "message_date_time                  0\n",
       "longitude                          0\n",
       "latitude                           0\n",
       "city_name                      25438\n",
       "state_cd                       37265\n",
       "fault_count                        0\n",
       "component_type                     0\n",
       "ecu_type                           0\n",
       "fault_active                       0\n",
       "heading                            0\n",
       "elevation                          0\n",
       "odometer_reading                  23\n",
       "engine_status                      0\n",
       "idle_engine_hours                  0\n",
       "total_fuel                     52857\n",
       "engine_hours                  352506\n",
       "vehicle_type                       0\n",
       "vehicle_model_year                 0\n",
       "vehicle_model                      0\n",
       "vehicle_make                       0\n",
       "veh_version                        0\n",
       "tgw_serial                       827\n",
       "product_type                       0\n",
       "notif_type                         0\n",
       "model_family                       0\n",
       "in_service_dt                      0\n",
       "in_process                         0\n",
       "gross_wt_rating                    0\n",
       "engine_type                       22\n",
       "engine_make                        0\n",
       "country_of_operation               0\n",
       "chassis_series                     0\n",
       "chassis_number                     0\n",
       "red_fault                          0\n",
       "dtype: int64"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(faults.shape)\n",
    "nan_count = faults.isna().sum()\n",
    "with pd.option_context('display.max_rows', None):\n",
    "    display(nan_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "faults = faults.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "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>fault_alarm_id</th>\n",
       "      <th>Battery Level</th>\n",
       "      <th>Coolant Temperature</th>\n",
       "      <th>Engine Crankcase Pressure</th>\n",
       "      <th>Engine Exhaust Temperature</th>\n",
       "      <th>Engine Oil Temperature</th>\n",
       "      <th>Engine Speed</th>\n",
       "      <th>Fan Status On/Off</th>\n",
       "      <th>Intake Air Pressure</th>\n",
       "      <th>Oil Pressure</th>\n",
       "      <th>Road Speed</th>\n",
       "      <th>message_date_time</th>\n",
       "      <th>longitude</th>\n",
       "      <th>latitude</th>\n",
       "      <th>city_name</th>\n",
       "      <th>state_cd</th>\n",
       "      <th>fault_count</th>\n",
       "      <th>component_type</th>\n",
       "      <th>ecu_type</th>\n",
       "      <th>fault_active</th>\n",
       "      <th>heading</th>\n",
       "      <th>elevation</th>\n",
       "      <th>odometer_reading</th>\n",
       "      <th>engine_status</th>\n",
       "      <th>idle_engine_hours</th>\n",
       "      <th>total_fuel</th>\n",
       "      <th>engine_hours</th>\n",
       "      <th>vehicle_type</th>\n",
       "      <th>vehicle_model_year</th>\n",
       "      <th>vehicle_model</th>\n",
       "      <th>vehicle_make</th>\n",
       "      <th>veh_version</th>\n",
       "      <th>tgw_serial</th>\n",
       "      <th>product_type</th>\n",
       "      <th>notif_type</th>\n",
       "      <th>model_family</th>\n",
       "      <th>in_service_dt</th>\n",
       "      <th>in_process</th>\n",
       "      <th>gross_wt_rating</th>\n",
       "      <th>engine_type</th>\n",
       "      <th>engine_make</th>\n",
       "      <th>country_of_operation</th>\n",
       "      <th>chassis_series</th>\n",
       "      <th>chassis_number</th>\n",
       "      <th>red_fault</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2342958898</td>\n",
       "      <td>13.9</td>\n",
       "      <td>122.0</td>\n",
       "      <td>14.054157</td>\n",
       "      <td>224.2625</td>\n",
       "      <td>118.29</td>\n",
       "      <td>600.0</td>\n",
       "      <td>off</td>\n",
       "      <td>15.37400</td>\n",
       "      <td>45.25177</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2022-07-01 00:10:13</td>\n",
       "      <td>-97.694339</td>\n",
       "      <td>35.462159</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>OK</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>Y</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1365.0</td>\n",
       "      <td>336319.966</td>\n",
       "      <td>1</td>\n",
       "      <td>2703.304</td>\n",
       "      <td>46275.943014</td>\n",
       "      <td>7821.061</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>111</td>\n",
       "      <td>19447430.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-03-23 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>24131.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>NR</td>\n",
       "      <td>242173</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2342965611</td>\n",
       "      <td>14.1</td>\n",
       "      <td>195.8</td>\n",
       "      <td>14.242706</td>\n",
       "      <td>554.9000</td>\n",
       "      <td>223.03</td>\n",
       "      <td>973.0</td>\n",
       "      <td>on</td>\n",
       "      <td>20.88543</td>\n",
       "      <td>33.64876</td>\n",
       "      <td>16.0</td>\n",
       "      <td>2022-07-01 00:16:00</td>\n",
       "      <td>-118.149819</td>\n",
       "      <td>34.151690</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>3</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>Y</td>\n",
       "      <td>83.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>3652.355</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>7250.710</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-10-26 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2342969381</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2022-07-01 00:18:54</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>3652.355</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>7250.710</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-10-26 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2342969388</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2022-07-01 00:18:54</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>3</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>3652.355</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>7250.710</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-10-26 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2342969405</td>\n",
       "      <td>13.8</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>2022-07-01 00:18:54</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>3652.355</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>7250.710</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-10-26 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</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",
       "      <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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592868</th>\n",
       "      <td>2683998884</td>\n",
       "      <td>14.2</td>\n",
       "      <td>177.8</td>\n",
       "      <td>14.619804</td>\n",
       "      <td>240.6875</td>\n",
       "      <td>191.98</td>\n",
       "      <td>1199.0</td>\n",
       "      <td>on</td>\n",
       "      <td>15.08392</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2022-12-19 18:11:07</td>\n",
       "      <td>-87.088977</td>\n",
       "      <td>33.280599</td>\n",
       "      <td>Lake View</td>\n",
       "      <td>AL</td>\n",
       "      <td>5</td>\n",
       "      <td>SPN</td>\n",
       "      <td>3</td>\n",
       "      <td>N</td>\n",
       "      <td>0.0</td>\n",
       "      <td>627.0</td>\n",
       "      <td>355276.684</td>\n",
       "      <td>0</td>\n",
       "      <td>9831.114</td>\n",
       "      <td>52568.257129</td>\n",
       "      <td>15802.373</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>148</td>\n",
       "      <td>19120121.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>2020-03-23 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>23223.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>253757</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592869</th>\n",
       "      <td>2687062843</td>\n",
       "      <td>13.2</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>on</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2022-07-08 18:38:25</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>AB</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>698.551</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>2154.303</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>AN64T</td>\n",
       "      <td>MACK</td>\n",
       "      <td>130</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>CMM</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>AN</td>\n",
       "      <td>2020-05-19 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>M742</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592870</th>\n",
       "      <td>2687062844</td>\n",
       "      <td>13.1</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>on</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2022-07-08 18:38:25</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>AB</td>\n",
       "      <td>0</td>\n",
       "      <td>PSID</td>\n",
       "      <td>216</td>\n",
       "      <td>N</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>698.551</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>2154.303</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>AN64T</td>\n",
       "      <td>MACK</td>\n",
       "      <td>130</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>CMM</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>AN</td>\n",
       "      <td>2020-05-19 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>M742</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592871</th>\n",
       "      <td>2713453327</td>\n",
       "      <td>14.1</td>\n",
       "      <td>150.8</td>\n",
       "      <td>14.518278</td>\n",
       "      <td>559.4000</td>\n",
       "      <td>111.09</td>\n",
       "      <td>1279.0</td>\n",
       "      <td>on</td>\n",
       "      <td>21.46559</td>\n",
       "      <td>59.17540</td>\n",
       "      <td>39.0</td>\n",
       "      <td>2022-12-28 07:50:14</td>\n",
       "      <td>-75.092346</td>\n",
       "      <td>40.204310</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>PA</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>I</td>\n",
       "      <td>217.0</td>\n",
       "      <td>354.0</td>\n",
       "      <td>163696.693</td>\n",
       "      <td>1</td>\n",
       "      <td>1453.452</td>\n",
       "      <td>32215.121355</td>\n",
       "      <td>4991.257</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>GR64F</td>\n",
       "      <td>MACK</td>\n",
       "      <td>81</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>CML 64R</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>GR</td>\n",
       "      <td>2021-03-10 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>M359</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592872</th>\n",
       "      <td>2713453376</td>\n",
       "      <td>14.1</td>\n",
       "      <td>161.6</td>\n",
       "      <td>14.503774</td>\n",
       "      <td>411.4625</td>\n",
       "      <td>124.48</td>\n",
       "      <td>816.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>58.01510</td>\n",
       "      <td>11.0</td>\n",
       "      <td>2022-12-28 07:51:14</td>\n",
       "      <td>-75.099516</td>\n",
       "      <td>40.206567</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>PA</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>307.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>163699.290</td>\n",
       "      <td>1</td>\n",
       "      <td>1453.502</td>\n",
       "      <td>32216.442215</td>\n",
       "      <td>4991.407</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>GR64F</td>\n",
       "      <td>MACK</td>\n",
       "      <td>81</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>CML 64R</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>GR</td>\n",
       "      <td>2021-03-10 00:00:00</td>\n",
       "      <td>N</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>M359</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6129610 rows × 45 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         fault_alarm_id  Battery Level  Coolant Temperature   \n",
       "0            2342958898           13.9                122.0  \\\n",
       "3            2342965611           14.1                195.8   \n",
       "4            2342969381           14.0                179.6   \n",
       "5            2342969388           14.0                179.6   \n",
       "6            2342969405           13.8                179.6   \n",
       "...                 ...            ...                  ...   \n",
       "6592868      2683998884           14.2                177.8   \n",
       "6592869      2687062843           13.2                190.4   \n",
       "6592870      2687062844           13.1                190.4   \n",
       "6592871      2713453327           14.1                150.8   \n",
       "6592872      2713453376           14.1                161.6   \n",
       "\n",
       "         Engine Crankcase Pressure  Engine Exhaust Temperature   \n",
       "0                        14.054157                    224.2625  \\\n",
       "3                        14.242706                    554.9000   \n",
       "4                        14.257210                    475.8125   \n",
       "5                        14.257210                    475.8125   \n",
       "6                        14.257210                    475.8125   \n",
       "...                            ...                         ...   \n",
       "6592868                  14.619804                    240.6875   \n",
       "6592869                  13.778585                    242.2625   \n",
       "6592870                  13.778585                    242.2625   \n",
       "6592871                  14.518278                    559.4000   \n",
       "6592872                  14.503774                    411.4625   \n",
       "\n",
       "         Engine Oil Temperature  Engine Speed Fan Status On/Off   \n",
       "0                        118.29         600.0               off  \\\n",
       "3                        223.03         973.0                on   \n",
       "4                        212.34         967.0                on   \n",
       "5                        212.34         967.0                on   \n",
       "6                        212.34         967.0                on   \n",
       "...                         ...           ...               ...   \n",
       "6592868                  191.98        1199.0                on   \n",
       "6592869                  194.74         650.0                on   \n",
       "6592870                  194.74         650.0                on   \n",
       "6592871                  111.09        1279.0                on   \n",
       "6592872                  124.48         816.0                on   \n",
       "\n",
       "         Intake Air Pressure  Oil Pressure  Road Speed    message_date_time   \n",
       "0                   15.37400      45.25177         0.0  2022-07-01 00:10:13  \\\n",
       "3                   20.88543      33.64876        16.0  2022-07-01 00:16:00   \n",
       "4                   18.27475      42.35102        12.0  2022-07-01 00:18:54   \n",
       "5                   18.27475      42.35102        12.0  2022-07-01 00:18:54   \n",
       "6                   18.27475      42.35102        12.0  2022-07-01 00:18:54   \n",
       "...                      ...           ...         ...                  ...   \n",
       "6592868             15.08392      42.35102         4.0  2022-12-19 18:11:07   \n",
       "6592869             11.31294      27.26709         0.0  2022-07-08 18:38:25   \n",
       "6592870             11.31294      27.26709         0.0  2022-07-08 18:38:25   \n",
       "6592871             21.46559      59.17540        39.0  2022-12-28 07:50:14   \n",
       "6592872             18.27475      58.01510        11.0  2022-12-28 07:51:14   \n",
       "\n",
       "          longitude   latitude   city_name state_cd  fault_count   \n",
       "0        -97.694339  35.462159       Yukon       OK            2  \\\n",
       "3       -118.149819  34.151690    Pasadena       CA            3   \n",
       "4       -118.134567  34.151662    Pasadena       CA            2   \n",
       "5       -118.134567  34.151662    Pasadena       CA            3   \n",
       "6       -118.134567  34.151662    Pasadena       CA            2   \n",
       "...             ...        ...         ...      ...          ...   \n",
       "6592868  -87.088977  33.280599   Lake View       AL            5   \n",
       "6592869 -118.809534  55.076558   Grovedale       AB            1   \n",
       "6592870 -118.809534  55.076558   Grovedale       AB            0   \n",
       "6592871  -75.092346  40.204310  Hartsville       PA            1   \n",
       "6592872  -75.099516  40.206567  Hartsville       PA            1   \n",
       "\n",
       "        component_type  ecu_type fault_active  heading  elevation   \n",
       "0                  SPN         0            Y    286.0     1365.0  \\\n",
       "3                  SPN         0            Y     83.0      830.0   \n",
       "4                  SPN         0            N     90.0      830.0   \n",
       "5                  SPN         0            N     90.0      830.0   \n",
       "6                  SPN         0            N     90.0      830.0   \n",
       "...                ...       ...          ...      ...        ...   \n",
       "6592868            SPN         3            N      0.0      627.0   \n",
       "6592869            SPN         0            N    234.0     1900.0   \n",
       "6592870           PSID       216            N    234.0     1900.0   \n",
       "6592871            SPN         0            I    217.0      354.0   \n",
       "6592872            SPN         0            N    307.0      331.0   \n",
       "\n",
       "         odometer_reading  engine_status  idle_engine_hours    total_fuel   \n",
       "0              336319.966              1           2703.304  46275.943014  \\\n",
       "3              221848.728              1           3652.355  33404.027677   \n",
       "4              221848.728              1           3652.355  33404.027677   \n",
       "5              221848.728              1           3652.355  33404.027677   \n",
       "6              221848.728              1           3652.355  33404.027677   \n",
       "...                   ...            ...                ...           ...   \n",
       "6592868        355276.684              0           9831.114  52568.257129   \n",
       "6592869         33070.506              1            698.551   7192.480384   \n",
       "6592870         33070.506              1            698.551   7192.480384   \n",
       "6592871        163696.693              1           1453.452  32215.121355   \n",
       "6592872        163699.290              1           1453.502  32216.442215   \n",
       "\n",
       "         engine_hours vehicle_type  vehicle_model_year vehicle_model   \n",
       "0            7821.061            D                2021      VNL64T N  \\\n",
       "3            7250.710            D                2021      VNL64T N   \n",
       "4            7250.710            D                2021      VNL64T N   \n",
       "5            7250.710            D                2021      VNL64T N   \n",
       "6            7250.710            D                2021      VNL64T N   \n",
       "...               ...          ...                 ...           ...   \n",
       "6592868     15802.373            D                2020      VNL64T N   \n",
       "6592869      2154.303            D                2020         AN64T   \n",
       "6592870      2154.303            D                2020         AN64T   \n",
       "6592871      4991.257            D                2021         GR64F   \n",
       "6592872      4991.407            D                2021         GR64F   \n",
       "\n",
       "        vehicle_make  veh_version  tgw_serial product_type notif_type   \n",
       "0              VOLVO          111  19447430.0         VNL6    UPDATED  \\\n",
       "3              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "4              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "5              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "6              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "...              ...          ...         ...          ...        ...   \n",
       "6592868        VOLVO          148  19120121.0         VNL6    UPDATED   \n",
       "6592869         MACK          130  19095351.0          CMM    UPDATED   \n",
       "6592870         MACK          130  19095351.0          CMM    UPDATED   \n",
       "6592871         MACK           81  20497238.0      CML 64R    UPDATED   \n",
       "6592872         MACK           81  20497238.0      CML 64R    UPDATED   \n",
       "\n",
       "        model_family        in_service_dt in_process  gross_wt_rating   \n",
       "0                 VN  2020-03-23 00:00:00          N          24131.0  \\\n",
       "3                 VN  2020-10-26 00:00:00          N          22838.0   \n",
       "4                 VN  2020-10-26 00:00:00          N          22838.0   \n",
       "5                 VN  2020-10-26 00:00:00          N          22838.0   \n",
       "6                 VN  2020-10-26 00:00:00          N          22838.0   \n",
       "...              ...                  ...        ...              ...   \n",
       "6592868           VN  2020-03-23 00:00:00          N          23223.0   \n",
       "6592869           AN  2020-05-19 00:00:00          N          24200.0   \n",
       "6592870           AN  2020-05-19 00:00:00          N          24200.0   \n",
       "6592871           GR  2021-03-10 00:00:00          N          29029.0   \n",
       "6592872           GR  2021-03-10 00:00:00          N          29029.0   \n",
       "\n",
       "        engine_type engine_make country_of_operation chassis_series   \n",
       "0              US20       VOLVO                  CAN             NR  \\\n",
       "3              US20       VOLVO                  USA             NR   \n",
       "4              US20       VOLVO                  USA             NR   \n",
       "5              US20       VOLVO                  USA             NR   \n",
       "6              US20       VOLVO                  USA             NR   \n",
       "...             ...         ...                  ...            ...   \n",
       "6592868        US19       VOLVO                  USA             NR   \n",
       "6592869        US19       VOLVO                  CAN           M742   \n",
       "6592870        US19       VOLVO                  CAN           M742   \n",
       "6592871        US20       VOLVO                  USA           M359   \n",
       "6592872        US20       VOLVO                  USA           M359   \n",
       "\n",
       "         chassis_number  red_fault  \n",
       "0                242173          1  \n",
       "3                246173          1  \n",
       "4                246173          1  \n",
       "5                246173          1  \n",
       "6                246173          1  \n",
       "...                 ...        ...  \n",
       "6592868          253757          0  \n",
       "6592869           13591          0  \n",
       "6592870           13591          0  \n",
       "6592871           24621          0  \n",
       "6592872           24621          0  \n",
       "\n",
       "[6129610 rows x 45 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pd.option_context('display.max_columns', None):\n",
    "    display(faults)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0           7820.310082\n",
      "3           7249.695457\n",
      "4           7249.695457\n",
      "5           7249.695457\n",
      "6           7249.695457\n",
      "               ...     \n",
      "6592868    15799.642135\n",
      "6592869     2154.108958\n",
      "6592870     2154.108958\n",
      "6592871     4990.853263\n",
      "6592872     4991.003249\n",
      "Name: active_engine_hours, Length: 6129610, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "# Transforms the idle_engine_hours to hours\n",
    "faults['idle_engine_hours'] = faults['idle_engine_hours'] / 3600\n",
    "\n",
    "# Calculates the active_engine_hours\n",
    "faults['active_engine_hours'] = faults['engine_hours'] - faults['idle_engine_hours']\n",
    "print(faults['active_engine_hours'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Memory cleanup\n",
    "faults = faults.drop(columns=['engine_hours', 'idle_engine_hours'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0           830\n",
      "3           613\n",
      "4           613\n",
      "5           613\n",
      "6           613\n",
      "           ... \n",
      "6592868    1001\n",
      "6592869     780\n",
      "6592870     780\n",
      "6592871     658\n",
      "6592872     658\n",
      "Name: vehicle_service_age, Length: 6129610, dtype: int32\n"
     ]
    }
   ],
   "source": [
    "# Calculate the vehicle service age in days\n",
    "faults['vehicle_service_age'] = pd.to_datetime(faults['message_date_time']) - pd.to_datetime(faults['in_service_dt'])\n",
    "faults['vehicle_service_age'] = faults['vehicle_service_age'].dt.days\n",
    "print(faults['vehicle_service_age'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Memory cleanup\n",
    "faults = faults.drop(columns=['message_date_time', 'in_service_dt'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.6749098229740554\n"
     ]
    }
   ],
   "source": [
    "# Turns vehicle make into a boolean\n",
    "volvor = lambda x: 1 if x == \"VOLVO\" else 0\n",
    "faults['volvo'] = faults['vehicle_make'].apply(volvor)\n",
    "print(faults['volvo'].mean())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.010408166261801322\n"
     ]
    }
   ],
   "source": [
    "print(faults['red_fault'].mean())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "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>fault_alarm_id</th>\n",
       "      <th>Battery Level</th>\n",
       "      <th>Coolant Temperature</th>\n",
       "      <th>Engine Crankcase Pressure</th>\n",
       "      <th>Engine Exhaust Temperature</th>\n",
       "      <th>Engine Oil Temperature</th>\n",
       "      <th>Engine Speed</th>\n",
       "      <th>Fan Status On/Off</th>\n",
       "      <th>Intake Air Pressure</th>\n",
       "      <th>Oil Pressure</th>\n",
       "      <th>Road Speed</th>\n",
       "      <th>longitude</th>\n",
       "      <th>latitude</th>\n",
       "      <th>city_name</th>\n",
       "      <th>state_cd</th>\n",
       "      <th>fault_count</th>\n",
       "      <th>component_type</th>\n",
       "      <th>ecu_type</th>\n",
       "      <th>fault_active</th>\n",
       "      <th>heading</th>\n",
       "      <th>elevation</th>\n",
       "      <th>odometer_reading</th>\n",
       "      <th>engine_status</th>\n",
       "      <th>total_fuel</th>\n",
       "      <th>vehicle_type</th>\n",
       "      <th>vehicle_model_year</th>\n",
       "      <th>vehicle_model</th>\n",
       "      <th>vehicle_make</th>\n",
       "      <th>veh_version</th>\n",
       "      <th>tgw_serial</th>\n",
       "      <th>product_type</th>\n",
       "      <th>notif_type</th>\n",
       "      <th>model_family</th>\n",
       "      <th>in_process</th>\n",
       "      <th>gross_wt_rating</th>\n",
       "      <th>engine_type</th>\n",
       "      <th>engine_make</th>\n",
       "      <th>country_of_operation</th>\n",
       "      <th>chassis_series</th>\n",
       "      <th>chassis_number</th>\n",
       "      <th>red_fault</th>\n",
       "      <th>active_engine_hours</th>\n",
       "      <th>vehicle_service_age</th>\n",
       "      <th>volvo</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2342958898</td>\n",
       "      <td>13.9</td>\n",
       "      <td>122.0</td>\n",
       "      <td>14.054157</td>\n",
       "      <td>224.2625</td>\n",
       "      <td>118.29</td>\n",
       "      <td>600.0</td>\n",
       "      <td>off</td>\n",
       "      <td>15.37400</td>\n",
       "      <td>45.25177</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-97.694339</td>\n",
       "      <td>35.462159</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>OK</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>Y</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1365.0</td>\n",
       "      <td>336319.966</td>\n",
       "      <td>1</td>\n",
       "      <td>46275.943014</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>111</td>\n",
       "      <td>19447430.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>24131.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>NR</td>\n",
       "      <td>242173</td>\n",
       "      <td>1</td>\n",
       "      <td>7820.310082</td>\n",
       "      <td>830</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2342965611</td>\n",
       "      <td>14.1</td>\n",
       "      <td>195.8</td>\n",
       "      <td>14.242706</td>\n",
       "      <td>554.9000</td>\n",
       "      <td>223.03</td>\n",
       "      <td>973.0</td>\n",
       "      <td>on</td>\n",
       "      <td>20.88543</td>\n",
       "      <td>33.64876</td>\n",
       "      <td>16.0</td>\n",
       "      <td>-118.149819</td>\n",
       "      <td>34.151690</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>3</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>Y</td>\n",
       "      <td>83.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2342969381</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2342969388</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>3</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2342969405</td>\n",
       "      <td>13.8</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>CA</td>\n",
       "      <td>2</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>95</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</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",
       "      <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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592868</th>\n",
       "      <td>2683998884</td>\n",
       "      <td>14.2</td>\n",
       "      <td>177.8</td>\n",
       "      <td>14.619804</td>\n",
       "      <td>240.6875</td>\n",
       "      <td>191.98</td>\n",
       "      <td>1199.0</td>\n",
       "      <td>on</td>\n",
       "      <td>15.08392</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>4.0</td>\n",
       "      <td>-87.088977</td>\n",
       "      <td>33.280599</td>\n",
       "      <td>Lake View</td>\n",
       "      <td>AL</td>\n",
       "      <td>5</td>\n",
       "      <td>SPN</td>\n",
       "      <td>3</td>\n",
       "      <td>N</td>\n",
       "      <td>0.0</td>\n",
       "      <td>627.0</td>\n",
       "      <td>355276.684</td>\n",
       "      <td>0</td>\n",
       "      <td>52568.257129</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>VNL64T N</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>148</td>\n",
       "      <td>19120121.0</td>\n",
       "      <td>VNL6</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>VN</td>\n",
       "      <td>N</td>\n",
       "      <td>23223.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>NR</td>\n",
       "      <td>253757</td>\n",
       "      <td>0</td>\n",
       "      <td>15799.642135</td>\n",
       "      <td>1001</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592869</th>\n",
       "      <td>2687062843</td>\n",
       "      <td>13.2</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>on</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>AB</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>AN64T</td>\n",
       "      <td>MACK</td>\n",
       "      <td>130</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>CMM</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>AN</td>\n",
       "      <td>N</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>M742</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "      <td>2154.108958</td>\n",
       "      <td>780</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592870</th>\n",
       "      <td>2687062844</td>\n",
       "      <td>13.1</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>on</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>AB</td>\n",
       "      <td>0</td>\n",
       "      <td>PSID</td>\n",
       "      <td>216</td>\n",
       "      <td>N</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>D</td>\n",
       "      <td>2020</td>\n",
       "      <td>AN64T</td>\n",
       "      <td>MACK</td>\n",
       "      <td>130</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>CMM</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>AN</td>\n",
       "      <td>N</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>US19</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>CAN</td>\n",
       "      <td>M742</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "      <td>2154.108958</td>\n",
       "      <td>780</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592871</th>\n",
       "      <td>2713453327</td>\n",
       "      <td>14.1</td>\n",
       "      <td>150.8</td>\n",
       "      <td>14.518278</td>\n",
       "      <td>559.4000</td>\n",
       "      <td>111.09</td>\n",
       "      <td>1279.0</td>\n",
       "      <td>on</td>\n",
       "      <td>21.46559</td>\n",
       "      <td>59.17540</td>\n",
       "      <td>39.0</td>\n",
       "      <td>-75.092346</td>\n",
       "      <td>40.204310</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>PA</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>I</td>\n",
       "      <td>217.0</td>\n",
       "      <td>354.0</td>\n",
       "      <td>163696.693</td>\n",
       "      <td>1</td>\n",
       "      <td>32215.121355</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>GR64F</td>\n",
       "      <td>MACK</td>\n",
       "      <td>81</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>CML 64R</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>GR</td>\n",
       "      <td>N</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>M359</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "      <td>4990.853263</td>\n",
       "      <td>658</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592872</th>\n",
       "      <td>2713453376</td>\n",
       "      <td>14.1</td>\n",
       "      <td>161.6</td>\n",
       "      <td>14.503774</td>\n",
       "      <td>411.4625</td>\n",
       "      <td>124.48</td>\n",
       "      <td>816.0</td>\n",
       "      <td>on</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>58.01510</td>\n",
       "      <td>11.0</td>\n",
       "      <td>-75.099516</td>\n",
       "      <td>40.206567</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>PA</td>\n",
       "      <td>1</td>\n",
       "      <td>SPN</td>\n",
       "      <td>0</td>\n",
       "      <td>N</td>\n",
       "      <td>307.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>163699.290</td>\n",
       "      <td>1</td>\n",
       "      <td>32216.442215</td>\n",
       "      <td>D</td>\n",
       "      <td>2021</td>\n",
       "      <td>GR64F</td>\n",
       "      <td>MACK</td>\n",
       "      <td>81</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>CML 64R</td>\n",
       "      <td>UPDATED</td>\n",
       "      <td>GR</td>\n",
       "      <td>N</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>US20</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>USA</td>\n",
       "      <td>M359</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "      <td>4991.003249</td>\n",
       "      <td>658</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6129610 rows × 44 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         fault_alarm_id  Battery Level  Coolant Temperature   \n",
       "0            2342958898           13.9                122.0  \\\n",
       "3            2342965611           14.1                195.8   \n",
       "4            2342969381           14.0                179.6   \n",
       "5            2342969388           14.0                179.6   \n",
       "6            2342969405           13.8                179.6   \n",
       "...                 ...            ...                  ...   \n",
       "6592868      2683998884           14.2                177.8   \n",
       "6592869      2687062843           13.2                190.4   \n",
       "6592870      2687062844           13.1                190.4   \n",
       "6592871      2713453327           14.1                150.8   \n",
       "6592872      2713453376           14.1                161.6   \n",
       "\n",
       "         Engine Crankcase Pressure  Engine Exhaust Temperature   \n",
       "0                        14.054157                    224.2625  \\\n",
       "3                        14.242706                    554.9000   \n",
       "4                        14.257210                    475.8125   \n",
       "5                        14.257210                    475.8125   \n",
       "6                        14.257210                    475.8125   \n",
       "...                            ...                         ...   \n",
       "6592868                  14.619804                    240.6875   \n",
       "6592869                  13.778585                    242.2625   \n",
       "6592870                  13.778585                    242.2625   \n",
       "6592871                  14.518278                    559.4000   \n",
       "6592872                  14.503774                    411.4625   \n",
       "\n",
       "         Engine Oil Temperature  Engine Speed Fan Status On/Off   \n",
       "0                        118.29         600.0               off  \\\n",
       "3                        223.03         973.0                on   \n",
       "4                        212.34         967.0                on   \n",
       "5                        212.34         967.0                on   \n",
       "6                        212.34         967.0                on   \n",
       "...                         ...           ...               ...   \n",
       "6592868                  191.98        1199.0                on   \n",
       "6592869                  194.74         650.0                on   \n",
       "6592870                  194.74         650.0                on   \n",
       "6592871                  111.09        1279.0                on   \n",
       "6592872                  124.48         816.0                on   \n",
       "\n",
       "         Intake Air Pressure  Oil Pressure  Road Speed   longitude   latitude   \n",
       "0                   15.37400      45.25177         0.0  -97.694339  35.462159  \\\n",
       "3                   20.88543      33.64876        16.0 -118.149819  34.151690   \n",
       "4                   18.27475      42.35102        12.0 -118.134567  34.151662   \n",
       "5                   18.27475      42.35102        12.0 -118.134567  34.151662   \n",
       "6                   18.27475      42.35102        12.0 -118.134567  34.151662   \n",
       "...                      ...           ...         ...         ...        ...   \n",
       "6592868             15.08392      42.35102         4.0  -87.088977  33.280599   \n",
       "6592869             11.31294      27.26709         0.0 -118.809534  55.076558   \n",
       "6592870             11.31294      27.26709         0.0 -118.809534  55.076558   \n",
       "6592871             21.46559      59.17540        39.0  -75.092346  40.204310   \n",
       "6592872             18.27475      58.01510        11.0  -75.099516  40.206567   \n",
       "\n",
       "          city_name state_cd  fault_count component_type  ecu_type   \n",
       "0             Yukon       OK            2            SPN         0  \\\n",
       "3          Pasadena       CA            3            SPN         0   \n",
       "4          Pasadena       CA            2            SPN         0   \n",
       "5          Pasadena       CA            3            SPN         0   \n",
       "6          Pasadena       CA            2            SPN         0   \n",
       "...             ...      ...          ...            ...       ...   \n",
       "6592868   Lake View       AL            5            SPN         3   \n",
       "6592869   Grovedale       AB            1            SPN         0   \n",
       "6592870   Grovedale       AB            0           PSID       216   \n",
       "6592871  Hartsville       PA            1            SPN         0   \n",
       "6592872  Hartsville       PA            1            SPN         0   \n",
       "\n",
       "        fault_active  heading  elevation  odometer_reading  engine_status   \n",
       "0                  Y    286.0     1365.0        336319.966              1  \\\n",
       "3                  Y     83.0      830.0        221848.728              1   \n",
       "4                  N     90.0      830.0        221848.728              1   \n",
       "5                  N     90.0      830.0        221848.728              1   \n",
       "6                  N     90.0      830.0        221848.728              1   \n",
       "...              ...      ...        ...               ...            ...   \n",
       "6592868            N      0.0      627.0        355276.684              0   \n",
       "6592869            N    234.0     1900.0         33070.506              1   \n",
       "6592870            N    234.0     1900.0         33070.506              1   \n",
       "6592871            I    217.0      354.0        163696.693              1   \n",
       "6592872            N    307.0      331.0        163699.290              1   \n",
       "\n",
       "           total_fuel vehicle_type  vehicle_model_year vehicle_model   \n",
       "0        46275.943014            D                2021      VNL64T N  \\\n",
       "3        33404.027677            D                2021      VNL64T N   \n",
       "4        33404.027677            D                2021      VNL64T N   \n",
       "5        33404.027677            D                2021      VNL64T N   \n",
       "6        33404.027677            D                2021      VNL64T N   \n",
       "...               ...          ...                 ...           ...   \n",
       "6592868  52568.257129            D                2020      VNL64T N   \n",
       "6592869   7192.480384            D                2020         AN64T   \n",
       "6592870   7192.480384            D                2020         AN64T   \n",
       "6592871  32215.121355            D                2021         GR64F   \n",
       "6592872  32216.442215            D                2021         GR64F   \n",
       "\n",
       "        vehicle_make  veh_version  tgw_serial product_type notif_type   \n",
       "0              VOLVO          111  19447430.0         VNL6    UPDATED  \\\n",
       "3              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "4              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "5              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "6              VOLVO           95  19497198.0         VNL6    UPDATED   \n",
       "...              ...          ...         ...          ...        ...   \n",
       "6592868        VOLVO          148  19120121.0         VNL6    UPDATED   \n",
       "6592869         MACK          130  19095351.0          CMM    UPDATED   \n",
       "6592870         MACK          130  19095351.0          CMM    UPDATED   \n",
       "6592871         MACK           81  20497238.0      CML 64R    UPDATED   \n",
       "6592872         MACK           81  20497238.0      CML 64R    UPDATED   \n",
       "\n",
       "        model_family in_process  gross_wt_rating engine_type engine_make   \n",
       "0                 VN          N          24131.0        US20       VOLVO  \\\n",
       "3                 VN          N          22838.0        US20       VOLVO   \n",
       "4                 VN          N          22838.0        US20       VOLVO   \n",
       "5                 VN          N          22838.0        US20       VOLVO   \n",
       "6                 VN          N          22838.0        US20       VOLVO   \n",
       "...              ...        ...              ...         ...         ...   \n",
       "6592868           VN          N          23223.0        US19       VOLVO   \n",
       "6592869           AN          N          24200.0        US19       VOLVO   \n",
       "6592870           AN          N          24200.0        US19       VOLVO   \n",
       "6592871           GR          N          29029.0        US20       VOLVO   \n",
       "6592872           GR          N          29029.0        US20       VOLVO   \n",
       "\n",
       "        country_of_operation chassis_series  chassis_number  red_fault   \n",
       "0                        CAN             NR          242173          1  \\\n",
       "3                        USA             NR          246173          1   \n",
       "4                        USA             NR          246173          1   \n",
       "5                        USA             NR          246173          1   \n",
       "6                        USA             NR          246173          1   \n",
       "...                      ...            ...             ...        ...   \n",
       "6592868                  USA             NR          253757          0   \n",
       "6592869                  CAN           M742           13591          0   \n",
       "6592870                  CAN           M742           13591          0   \n",
       "6592871                  USA           M359           24621          0   \n",
       "6592872                  USA           M359           24621          0   \n",
       "\n",
       "         active_engine_hours  vehicle_service_age  volvo  \n",
       "0                7820.310082                  830      1  \n",
       "3                7249.695457                  613      1  \n",
       "4                7249.695457                  613      1  \n",
       "5                7249.695457                  613      1  \n",
       "6                7249.695457                  613      1  \n",
       "...                      ...                  ...    ...  \n",
       "6592868         15799.642135                 1001      1  \n",
       "6592869          2154.108958                  780      0  \n",
       "6592870          2154.108958                  780      0  \n",
       "6592871          4990.853263                  658      0  \n",
       "6592872          4991.003249                  658      0  \n",
       "\n",
       "[6129610 rows x 44 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pd.option_context('display.max_columns', None):\n",
    "    display(faults)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "faults = pd.get_dummies(faults, columns=['state_cd','component_type', 'fault_active', 'vehicle_type', 'vehicle_model_year', 'vehicle_model', 'veh_version', 'product_type', 'notif_type', 'model_family', 'in_process', 'engine_type', 'engine_make', 'country_of_operation', 'chassis_series', 'Fan Status On/Off'], drop_first=True, dtype=int)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "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>fault_alarm_id</th>\n",
       "      <th>Battery Level</th>\n",
       "      <th>Coolant Temperature</th>\n",
       "      <th>Engine Crankcase Pressure</th>\n",
       "      <th>Engine Exhaust Temperature</th>\n",
       "      <th>Engine Oil Temperature</th>\n",
       "      <th>Engine Speed</th>\n",
       "      <th>Intake Air Pressure</th>\n",
       "      <th>Oil Pressure</th>\n",
       "      <th>Road Speed</th>\n",
       "      <th>longitude</th>\n",
       "      <th>latitude</th>\n",
       "      <th>city_name</th>\n",
       "      <th>fault_count</th>\n",
       "      <th>ecu_type</th>\n",
       "      <th>heading</th>\n",
       "      <th>elevation</th>\n",
       "      <th>odometer_reading</th>\n",
       "      <th>engine_status</th>\n",
       "      <th>total_fuel</th>\n",
       "      <th>vehicle_make</th>\n",
       "      <th>tgw_serial</th>\n",
       "      <th>gross_wt_rating</th>\n",
       "      <th>chassis_number</th>\n",
       "      <th>red_fault</th>\n",
       "      <th>active_engine_hours</th>\n",
       "      <th>vehicle_service_age</th>\n",
       "      <th>volvo</th>\n",
       "      <th>state_cd_AK</th>\n",
       "      <th>state_cd_AL</th>\n",
       "      <th>state_cd_AR</th>\n",
       "      <th>state_cd_AZ</th>\n",
       "      <th>state_cd_BC</th>\n",
       "      <th>state_cd_BS</th>\n",
       "      <th>state_cd_CA</th>\n",
       "      <th>state_cd_CH</th>\n",
       "      <th>state_cd_CL</th>\n",
       "      <th>state_cd_CO</th>\n",
       "      <th>state_cd_CS</th>\n",
       "      <th>state_cd_CT</th>\n",
       "      <th>state_cd_DC</th>\n",
       "      <th>state_cd_DE</th>\n",
       "      <th>state_cd_DF</th>\n",
       "      <th>state_cd_DG</th>\n",
       "      <th>state_cd_FL</th>\n",
       "      <th>state_cd_GA</th>\n",
       "      <th>state_cd_GR</th>\n",
       "      <th>state_cd_GT</th>\n",
       "      <th>state_cd_HG</th>\n",
       "      <th>state_cd_HI</th>\n",
       "      <th>state_cd_IA</th>\n",
       "      <th>state_cd_ID</th>\n",
       "      <th>state_cd_IL</th>\n",
       "      <th>state_cd_IN</th>\n",
       "      <th>state_cd_JA</th>\n",
       "      <th>state_cd_KS</th>\n",
       "      <th>state_cd_KY</th>\n",
       "      <th>state_cd_LA</th>\n",
       "      <th>state_cd_MA</th>\n",
       "      <th>state_cd_MB</th>\n",
       "      <th>state_cd_MD</th>\n",
       "      <th>state_cd_ME</th>\n",
       "      <th>state_cd_MI</th>\n",
       "      <th>state_cd_MN</th>\n",
       "      <th>state_cd_MO</th>\n",
       "      <th>state_cd_MS</th>\n",
       "      <th>state_cd_MT</th>\n",
       "      <th>state_cd_MX</th>\n",
       "      <th>state_cd_NB</th>\n",
       "      <th>state_cd_NC</th>\n",
       "      <th>state_cd_ND</th>\n",
       "      <th>state_cd_NE</th>\n",
       "      <th>state_cd_NH</th>\n",
       "      <th>state_cd_NJ</th>\n",
       "      <th>state_cd_NL</th>\n",
       "      <th>state_cd_NM</th>\n",
       "      <th>state_cd_NS</th>\n",
       "      <th>state_cd_NT</th>\n",
       "      <th>state_cd_NV</th>\n",
       "      <th>state_cd_NY</th>\n",
       "      <th>state_cd_OA</th>\n",
       "      <th>state_cd_OH</th>\n",
       "      <th>state_cd_OK</th>\n",
       "      <th>state_cd_ON</th>\n",
       "      <th>state_cd_OR</th>\n",
       "      <th>state_cd_PA</th>\n",
       "      <th>state_cd_PB</th>\n",
       "      <th>state_cd_PE</th>\n",
       "      <th>state_cd_QC</th>\n",
       "      <th>state_cd_QE</th>\n",
       "      <th>state_cd_QR</th>\n",
       "      <th>state_cd_RI</th>\n",
       "      <th>state_cd_SC</th>\n",
       "      <th>state_cd_SD</th>\n",
       "      <th>state_cd_SI</th>\n",
       "      <th>state_cd_SK</th>\n",
       "      <th>state_cd_SL</th>\n",
       "      <th>state_cd_SO</th>\n",
       "      <th>state_cd_TB</th>\n",
       "      <th>state_cd_TL</th>\n",
       "      <th>state_cd_TM</th>\n",
       "      <th>state_cd_TN</th>\n",
       "      <th>state_cd_TX</th>\n",
       "      <th>state_cd_UT</th>\n",
       "      <th>state_cd_VA</th>\n",
       "      <th>state_cd_VE</th>\n",
       "      <th>state_cd_VT</th>\n",
       "      <th>state_cd_WA</th>\n",
       "      <th>state_cd_WI</th>\n",
       "      <th>state_cd_WV</th>\n",
       "      <th>state_cd_WY</th>\n",
       "      <th>state_cd_YT</th>\n",
       "      <th>state_cd_YU</th>\n",
       "      <th>state_cd_ZA</th>\n",
       "      <th>component_type_PSID</th>\n",
       "      <th>component_type_SID</th>\n",
       "      <th>component_type_SPN</th>\n",
       "      <th>fault_active_N</th>\n",
       "      <th>fault_active_Y</th>\n",
       "      <th>vehicle_model_year_2019</th>\n",
       "      <th>vehicle_model_year_2020</th>\n",
       "      <th>vehicle_model_year_2021</th>\n",
       "      <th>vehicle_model_year_2022</th>\n",
       "      <th>vehicle_model_year_2023</th>\n",
       "      <th>vehicle_model_AN62T</th>\n",
       "      <th>vehicle_model_AN64</th>\n",
       "      <th>vehicle_model_AN64T</th>\n",
       "      <th>vehicle_model_AN64TX</th>\n",
       "      <th>vehicle_model_CHU614</th>\n",
       "      <th>vehicle_model_GR104B</th>\n",
       "      <th>vehicle_model_GR104F</th>\n",
       "      <th>vehicle_model_GR42B</th>\n",
       "      <th>vehicle_model_GR42F</th>\n",
       "      <th>vehicle_model_GR64B</th>\n",
       "      <th>vehicle_model_GR64BT</th>\n",
       "      <th>vehicle_model_GR64F</th>\n",
       "      <th>vehicle_model_GR64FT</th>\n",
       "      <th>vehicle_model_GR84B</th>\n",
       "      <th>vehicle_model_GR84F</th>\n",
       "      <th>vehicle_model_GR86B</th>\n",
       "      <th>vehicle_model_GR86F</th>\n",
       "      <th>vehicle_model_GU813</th>\n",
       "      <th>vehicle_model_PI64</th>\n",
       "      <th>vehicle_model_PI64T</th>\n",
       "      <th>vehicle_model_TE104</th>\n",
       "      <th>vehicle_model_TE106</th>\n",
       "      <th>vehicle_model_TE126</th>\n",
       "      <th>vehicle_model_TE42</th>\n",
       "      <th>vehicle_model_TE64</th>\n",
       "      <th>vehicle_model_TE84</th>\n",
       "      <th>vehicle_model_TE86</th>\n",
       "      <th>vehicle_model_VAH64  N</th>\n",
       "      <th>vehicle_model_VNL42R N</th>\n",
       "      <th>vehicle_model_VNL42T N</th>\n",
       "      <th>vehicle_model_VNL62T N</th>\n",
       "      <th>vehicle_model_VNL64R N</th>\n",
       "      <th>vehicle_model_VNL64T N</th>\n",
       "      <th>vehicle_model_VNM42R N</th>\n",
       "      <th>vehicle_model_VNM42T N</th>\n",
       "      <th>vehicle_model_VNM62T N</th>\n",
       "      <th>vehicle_model_VNM64R N</th>\n",
       "      <th>vehicle_model_VNM64T N</th>\n",
       "      <th>veh_version_48</th>\n",
       "      <th>veh_version_49</th>\n",
       "      <th>veh_version_50</th>\n",
       "      <th>veh_version_51</th>\n",
       "      <th>veh_version_52</th>\n",
       "      <th>veh_version_53</th>\n",
       "      <th>veh_version_54</th>\n",
       "      <th>veh_version_55</th>\n",
       "      <th>veh_version_56</th>\n",
       "      <th>veh_version_57</th>\n",
       "      <th>veh_version_58</th>\n",
       "      <th>veh_version_59</th>\n",
       "      <th>veh_version_60</th>\n",
       "      <th>veh_version_61</th>\n",
       "      <th>veh_version_62</th>\n",
       "      <th>veh_version_63</th>\n",
       "      <th>veh_version_64</th>\n",
       "      <th>veh_version_65</th>\n",
       "      <th>veh_version_66</th>\n",
       "      <th>veh_version_67</th>\n",
       "      <th>veh_version_68</th>\n",
       "      <th>veh_version_69</th>\n",
       "      <th>veh_version_70</th>\n",
       "      <th>veh_version_71</th>\n",
       "      <th>veh_version_72</th>\n",
       "      <th>veh_version_73</th>\n",
       "      <th>veh_version_74</th>\n",
       "      <th>veh_version_75</th>\n",
       "      <th>veh_version_76</th>\n",
       "      <th>veh_version_77</th>\n",
       "      <th>veh_version_78</th>\n",
       "      <th>veh_version_79</th>\n",
       "      <th>veh_version_80</th>\n",
       "      <th>veh_version_81</th>\n",
       "      <th>veh_version_82</th>\n",
       "      <th>veh_version_83</th>\n",
       "      <th>veh_version_84</th>\n",
       "      <th>veh_version_85</th>\n",
       "      <th>veh_version_86</th>\n",
       "      <th>veh_version_87</th>\n",
       "      <th>veh_version_88</th>\n",
       "      <th>veh_version_89</th>\n",
       "      <th>veh_version_90</th>\n",
       "      <th>veh_version_91</th>\n",
       "      <th>veh_version_92</th>\n",
       "      <th>veh_version_93</th>\n",
       "      <th>veh_version_94</th>\n",
       "      <th>veh_version_95</th>\n",
       "      <th>veh_version_96</th>\n",
       "      <th>veh_version_97</th>\n",
       "      <th>veh_version_98</th>\n",
       "      <th>veh_version_99</th>\n",
       "      <th>veh_version_100</th>\n",
       "      <th>veh_version_101</th>\n",
       "      <th>veh_version_102</th>\n",
       "      <th>veh_version_103</th>\n",
       "      <th>veh_version_104</th>\n",
       "      <th>veh_version_105</th>\n",
       "      <th>veh_version_106</th>\n",
       "      <th>veh_version_107</th>\n",
       "      <th>veh_version_108</th>\n",
       "      <th>veh_version_109</th>\n",
       "      <th>veh_version_110</th>\n",
       "      <th>veh_version_111</th>\n",
       "      <th>veh_version_112</th>\n",
       "      <th>veh_version_113</th>\n",
       "      <th>veh_version_114</th>\n",
       "      <th>veh_version_115</th>\n",
       "      <th>veh_version_116</th>\n",
       "      <th>veh_version_117</th>\n",
       "      <th>veh_version_118</th>\n",
       "      <th>veh_version_119</th>\n",
       "      <th>veh_version_120</th>\n",
       "      <th>veh_version_121</th>\n",
       "      <th>veh_version_122</th>\n",
       "      <th>veh_version_123</th>\n",
       "      <th>veh_version_124</th>\n",
       "      <th>veh_version_125</th>\n",
       "      <th>veh_version_126</th>\n",
       "      <th>veh_version_127</th>\n",
       "      <th>veh_version_128</th>\n",
       "      <th>veh_version_129</th>\n",
       "      <th>veh_version_130</th>\n",
       "      <th>veh_version_131</th>\n",
       "      <th>veh_version_132</th>\n",
       "      <th>veh_version_133</th>\n",
       "      <th>veh_version_134</th>\n",
       "      <th>veh_version_135</th>\n",
       "      <th>veh_version_136</th>\n",
       "      <th>veh_version_137</th>\n",
       "      <th>veh_version_138</th>\n",
       "      <th>veh_version_139</th>\n",
       "      <th>veh_version_140</th>\n",
       "      <th>veh_version_141</th>\n",
       "      <th>veh_version_142</th>\n",
       "      <th>veh_version_143</th>\n",
       "      <th>veh_version_144</th>\n",
       "      <th>veh_version_145</th>\n",
       "      <th>veh_version_146</th>\n",
       "      <th>veh_version_147</th>\n",
       "      <th>veh_version_148</th>\n",
       "      <th>veh_version_149</th>\n",
       "      <th>veh_version_150</th>\n",
       "      <th>veh_version_151</th>\n",
       "      <th>veh_version_152</th>\n",
       "      <th>veh_version_153</th>\n",
       "      <th>veh_version_154</th>\n",
       "      <th>veh_version_155</th>\n",
       "      <th>veh_version_156</th>\n",
       "      <th>veh_version_157</th>\n",
       "      <th>veh_version_158</th>\n",
       "      <th>veh_version_159</th>\n",
       "      <th>veh_version_160</th>\n",
       "      <th>veh_version_161</th>\n",
       "      <th>veh_version_162</th>\n",
       "      <th>veh_version_163</th>\n",
       "      <th>veh_version_164</th>\n",
       "      <th>veh_version_165</th>\n",
       "      <th>veh_version_166</th>\n",
       "      <th>veh_version_167</th>\n",
       "      <th>veh_version_168</th>\n",
       "      <th>veh_version_169</th>\n",
       "      <th>veh_version_170</th>\n",
       "      <th>veh_version_171</th>\n",
       "      <th>veh_version_172</th>\n",
       "      <th>veh_version_173</th>\n",
       "      <th>veh_version_175</th>\n",
       "      <th>veh_version_176</th>\n",
       "      <th>veh_version_177</th>\n",
       "      <th>veh_version_178</th>\n",
       "      <th>veh_version_179</th>\n",
       "      <th>veh_version_180</th>\n",
       "      <th>veh_version_182</th>\n",
       "      <th>veh_version_183</th>\n",
       "      <th>veh_version_184</th>\n",
       "      <th>veh_version_186</th>\n",
       "      <th>veh_version_187</th>\n",
       "      <th>veh_version_188</th>\n",
       "      <th>veh_version_189</th>\n",
       "      <th>veh_version_192</th>\n",
       "      <th>veh_version_193</th>\n",
       "      <th>veh_version_197</th>\n",
       "      <th>veh_version_207</th>\n",
       "      <th>veh_version_209</th>\n",
       "      <th>veh_version_213</th>\n",
       "      <th>veh_version_225</th>\n",
       "      <th>veh_version_230</th>\n",
       "      <th>veh_version_231</th>\n",
       "      <th>product_type_CML 04R</th>\n",
       "      <th>product_type_CML 64R</th>\n",
       "      <th>product_type_CML 64T</th>\n",
       "      <th>product_type_CML 84R</th>\n",
       "      <th>product_type_CML 86R</th>\n",
       "      <th>product_type_CMM</th>\n",
       "      <th>product_type_CMM 42T</th>\n",
       "      <th>product_type_CMM 64T</th>\n",
       "      <th>product_type_OM</th>\n",
       "      <th>product_type_OM 64R</th>\n",
       "      <th>product_type_VAH6</th>\n",
       "      <th>product_type_VNL4</th>\n",
       "      <th>product_type_VNL6</th>\n",
       "      <th>product_type_VNL8</th>\n",
       "      <th>product_type_VNR4</th>\n",
       "      <th>product_type_VNR6</th>\n",
       "      <th>product_type_VNR8</th>\n",
       "      <th>notif_type_UPDATED</th>\n",
       "      <th>model_family_CHU</th>\n",
       "      <th>model_family_GR</th>\n",
       "      <th>model_family_GU</th>\n",
       "      <th>model_family_PI</th>\n",
       "      <th>model_family_TE</th>\n",
       "      <th>model_family_VAH</th>\n",
       "      <th>model_family_VN</th>\n",
       "      <th>engine_type_US18</th>\n",
       "      <th>engine_type_US19</th>\n",
       "      <th>engine_type_US20</th>\n",
       "      <th>engine_type_US21</th>\n",
       "      <th>engine_type_US22</th>\n",
       "      <th>country_of_operation_MEX</th>\n",
       "      <th>country_of_operation_USA</th>\n",
       "      <th>chassis_series_M200</th>\n",
       "      <th>chassis_series_M225</th>\n",
       "      <th>chassis_series_M335</th>\n",
       "      <th>chassis_series_M359</th>\n",
       "      <th>chassis_series_M387</th>\n",
       "      <th>chassis_series_M395</th>\n",
       "      <th>chassis_series_M403</th>\n",
       "      <th>chassis_series_M405</th>\n",
       "      <th>chassis_series_M409</th>\n",
       "      <th>chassis_series_M411</th>\n",
       "      <th>chassis_series_M504</th>\n",
       "      <th>chassis_series_M517</th>\n",
       "      <th>chassis_series_M708</th>\n",
       "      <th>chassis_series_M731</th>\n",
       "      <th>chassis_series_M732</th>\n",
       "      <th>chassis_series_M734</th>\n",
       "      <th>chassis_series_M742</th>\n",
       "      <th>chassis_series_M754</th>\n",
       "      <th>chassis_series_M755</th>\n",
       "      <th>chassis_series_M778</th>\n",
       "      <th>chassis_series_M908</th>\n",
       "      <th>chassis_series_M917</th>\n",
       "      <th>chassis_series_M920</th>\n",
       "      <th>chassis_series_M922</th>\n",
       "      <th>chassis_series_M934</th>\n",
       "      <th>chassis_series_M935</th>\n",
       "      <th>chassis_series_M948</th>\n",
       "      <th>chassis_series_N</th>\n",
       "      <th>chassis_series_NR</th>\n",
       "      <th>Fan Status On/Off_on</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2342958898</td>\n",
       "      <td>13.9</td>\n",
       "      <td>122.0</td>\n",
       "      <td>14.054157</td>\n",
       "      <td>224.2625</td>\n",
       "      <td>118.29</td>\n",
       "      <td>600.0</td>\n",
       "      <td>15.37400</td>\n",
       "      <td>45.25177</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-97.694339</td>\n",
       "      <td>35.462159</td>\n",
       "      <td>Yukon</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>286.0</td>\n",
       "      <td>1365.0</td>\n",
       "      <td>336319.966</td>\n",
       "      <td>1</td>\n",
       "      <td>46275.943014</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19447430.0</td>\n",
       "      <td>24131.0</td>\n",
       "      <td>242173</td>\n",
       "      <td>1</td>\n",
       "      <td>7820.310082</td>\n",
       "      <td>830</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2342965611</td>\n",
       "      <td>14.1</td>\n",
       "      <td>195.8</td>\n",
       "      <td>14.242706</td>\n",
       "      <td>554.9000</td>\n",
       "      <td>223.03</td>\n",
       "      <td>973.0</td>\n",
       "      <td>20.88543</td>\n",
       "      <td>33.64876</td>\n",
       "      <td>16.0</td>\n",
       "      <td>-118.149819</td>\n",
       "      <td>34.151690</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>83.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2342969381</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2342969388</td>\n",
       "      <td>14.0</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2342969405</td>\n",
       "      <td>13.8</td>\n",
       "      <td>179.6</td>\n",
       "      <td>14.257210</td>\n",
       "      <td>475.8125</td>\n",
       "      <td>212.34</td>\n",
       "      <td>967.0</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>12.0</td>\n",
       "      <td>-118.134567</td>\n",
       "      <td>34.151662</td>\n",
       "      <td>Pasadena</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>90.0</td>\n",
       "      <td>830.0</td>\n",
       "      <td>221848.728</td>\n",
       "      <td>1</td>\n",
       "      <td>33404.027677</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19497198.0</td>\n",
       "      <td>22838.0</td>\n",
       "      <td>246173</td>\n",
       "      <td>1</td>\n",
       "      <td>7249.695457</td>\n",
       "      <td>613</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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",
       "      <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>6592868</th>\n",
       "      <td>2683998884</td>\n",
       "      <td>14.2</td>\n",
       "      <td>177.8</td>\n",
       "      <td>14.619804</td>\n",
       "      <td>240.6875</td>\n",
       "      <td>191.98</td>\n",
       "      <td>1199.0</td>\n",
       "      <td>15.08392</td>\n",
       "      <td>42.35102</td>\n",
       "      <td>4.0</td>\n",
       "      <td>-87.088977</td>\n",
       "      <td>33.280599</td>\n",
       "      <td>Lake View</td>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>627.0</td>\n",
       "      <td>355276.684</td>\n",
       "      <td>0</td>\n",
       "      <td>52568.257129</td>\n",
       "      <td>VOLVO</td>\n",
       "      <td>19120121.0</td>\n",
       "      <td>23223.0</td>\n",
       "      <td>253757</td>\n",
       "      <td>0</td>\n",
       "      <td>15799.642135</td>\n",
       "      <td>1001</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592869</th>\n",
       "      <td>2687062843</td>\n",
       "      <td>13.2</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>MACK</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "      <td>2154.108958</td>\n",
       "      <td>780</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592870</th>\n",
       "      <td>2687062844</td>\n",
       "      <td>13.1</td>\n",
       "      <td>190.4</td>\n",
       "      <td>13.778585</td>\n",
       "      <td>242.2625</td>\n",
       "      <td>194.74</td>\n",
       "      <td>650.0</td>\n",
       "      <td>11.31294</td>\n",
       "      <td>27.26709</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-118.809534</td>\n",
       "      <td>55.076558</td>\n",
       "      <td>Grovedale</td>\n",
       "      <td>0</td>\n",
       "      <td>216</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1900.0</td>\n",
       "      <td>33070.506</td>\n",
       "      <td>1</td>\n",
       "      <td>7192.480384</td>\n",
       "      <td>MACK</td>\n",
       "      <td>19095351.0</td>\n",
       "      <td>24200.0</td>\n",
       "      <td>13591</td>\n",
       "      <td>0</td>\n",
       "      <td>2154.108958</td>\n",
       "      <td>780</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592871</th>\n",
       "      <td>2713453327</td>\n",
       "      <td>14.1</td>\n",
       "      <td>150.8</td>\n",
       "      <td>14.518278</td>\n",
       "      <td>559.4000</td>\n",
       "      <td>111.09</td>\n",
       "      <td>1279.0</td>\n",
       "      <td>21.46559</td>\n",
       "      <td>59.17540</td>\n",
       "      <td>39.0</td>\n",
       "      <td>-75.092346</td>\n",
       "      <td>40.204310</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>217.0</td>\n",
       "      <td>354.0</td>\n",
       "      <td>163696.693</td>\n",
       "      <td>1</td>\n",
       "      <td>32215.121355</td>\n",
       "      <td>MACK</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "      <td>4990.853263</td>\n",
       "      <td>658</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6592872</th>\n",
       "      <td>2713453376</td>\n",
       "      <td>14.1</td>\n",
       "      <td>161.6</td>\n",
       "      <td>14.503774</td>\n",
       "      <td>411.4625</td>\n",
       "      <td>124.48</td>\n",
       "      <td>816.0</td>\n",
       "      <td>18.27475</td>\n",
       "      <td>58.01510</td>\n",
       "      <td>11.0</td>\n",
       "      <td>-75.099516</td>\n",
       "      <td>40.206567</td>\n",
       "      <td>Hartsville</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>307.0</td>\n",
       "      <td>331.0</td>\n",
       "      <td>163699.290</td>\n",
       "      <td>1</td>\n",
       "      <td>32216.442215</td>\n",
       "      <td>MACK</td>\n",
       "      <td>20497238.0</td>\n",
       "      <td>29029.0</td>\n",
       "      <td>24621</td>\n",
       "      <td>0</td>\n",
       "      <td>4991.003249</td>\n",
       "      <td>658</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>6129610 rows × 372 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         fault_alarm_id  Battery Level  Coolant Temperature   \n",
       "0            2342958898           13.9                122.0  \\\n",
       "3            2342965611           14.1                195.8   \n",
       "4            2342969381           14.0                179.6   \n",
       "5            2342969388           14.0                179.6   \n",
       "6            2342969405           13.8                179.6   \n",
       "...                 ...            ...                  ...   \n",
       "6592868      2683998884           14.2                177.8   \n",
       "6592869      2687062843           13.2                190.4   \n",
       "6592870      2687062844           13.1                190.4   \n",
       "6592871      2713453327           14.1                150.8   \n",
       "6592872      2713453376           14.1                161.6   \n",
       "\n",
       "         Engine Crankcase Pressure  Engine Exhaust Temperature   \n",
       "0                        14.054157                    224.2625  \\\n",
       "3                        14.242706                    554.9000   \n",
       "4                        14.257210                    475.8125   \n",
       "5                        14.257210                    475.8125   \n",
       "6                        14.257210                    475.8125   \n",
       "...                            ...                         ...   \n",
       "6592868                  14.619804                    240.6875   \n",
       "6592869                  13.778585                    242.2625   \n",
       "6592870                  13.778585                    242.2625   \n",
       "6592871                  14.518278                    559.4000   \n",
       "6592872                  14.503774                    411.4625   \n",
       "\n",
       "         Engine Oil Temperature  Engine Speed  Intake Air Pressure   \n",
       "0                        118.29         600.0             15.37400  \\\n",
       "3                        223.03         973.0             20.88543   \n",
       "4                        212.34         967.0             18.27475   \n",
       "5                        212.34         967.0             18.27475   \n",
       "6                        212.34         967.0             18.27475   \n",
       "...                         ...           ...                  ...   \n",
       "6592868                  191.98        1199.0             15.08392   \n",
       "6592869                  194.74         650.0             11.31294   \n",
       "6592870                  194.74         650.0             11.31294   \n",
       "6592871                  111.09        1279.0             21.46559   \n",
       "6592872                  124.48         816.0             18.27475   \n",
       "\n",
       "         Oil Pressure  Road Speed   longitude   latitude   city_name   \n",
       "0            45.25177         0.0  -97.694339  35.462159       Yukon  \\\n",
       "3            33.64876        16.0 -118.149819  34.151690    Pasadena   \n",
       "4            42.35102        12.0 -118.134567  34.151662    Pasadena   \n",
       "5            42.35102        12.0 -118.134567  34.151662    Pasadena   \n",
       "6            42.35102        12.0 -118.134567  34.151662    Pasadena   \n",
       "...               ...         ...         ...        ...         ...   \n",
       "6592868      42.35102         4.0  -87.088977  33.280599   Lake View   \n",
       "6592869      27.26709         0.0 -118.809534  55.076558   Grovedale   \n",
       "6592870      27.26709         0.0 -118.809534  55.076558   Grovedale   \n",
       "6592871      59.17540        39.0  -75.092346  40.204310  Hartsville   \n",
       "6592872      58.01510        11.0  -75.099516  40.206567  Hartsville   \n",
       "\n",
       "         fault_count  ecu_type  heading  elevation  odometer_reading   \n",
       "0                  2         0    286.0     1365.0        336319.966  \\\n",
       "3                  3         0     83.0      830.0        221848.728   \n",
       "4                  2         0     90.0      830.0        221848.728   \n",
       "5                  3         0     90.0      830.0        221848.728   \n",
       "6                  2         0     90.0      830.0        221848.728   \n",
       "...              ...       ...      ...        ...               ...   \n",
       "6592868            5         3      0.0      627.0        355276.684   \n",
       "6592869            1         0    234.0     1900.0         33070.506   \n",
       "6592870            0       216    234.0     1900.0         33070.506   \n",
       "6592871            1         0    217.0      354.0        163696.693   \n",
       "6592872            1         0    307.0      331.0        163699.290   \n",
       "\n",
       "         engine_status    total_fuel vehicle_make  tgw_serial   \n",
       "0                    1  46275.943014        VOLVO  19447430.0  \\\n",
       "3                    1  33404.027677        VOLVO  19497198.0   \n",
       "4                    1  33404.027677        VOLVO  19497198.0   \n",
       "5                    1  33404.027677        VOLVO  19497198.0   \n",
       "6                    1  33404.027677        VOLVO  19497198.0   \n",
       "...                ...           ...          ...         ...   \n",
       "6592868              0  52568.257129        VOLVO  19120121.0   \n",
       "6592869              1   7192.480384         MACK  19095351.0   \n",
       "6592870              1   7192.480384         MACK  19095351.0   \n",
       "6592871              1  32215.121355         MACK  20497238.0   \n",
       "6592872              1  32216.442215         MACK  20497238.0   \n",
       "\n",
       "         gross_wt_rating  chassis_number  red_fault  active_engine_hours   \n",
       "0                24131.0          242173          1          7820.310082  \\\n",
       "3                22838.0          246173          1          7249.695457   \n",
       "4                22838.0          246173          1          7249.695457   \n",
       "5                22838.0          246173          1          7249.695457   \n",
       "6                22838.0          246173          1          7249.695457   \n",
       "...                  ...             ...        ...                  ...   \n",
       "6592868          23223.0          253757          0         15799.642135   \n",
       "6592869          24200.0           13591          0          2154.108958   \n",
       "6592870          24200.0           13591          0          2154.108958   \n",
       "6592871          29029.0           24621          0          4990.853263   \n",
       "6592872          29029.0           24621          0          4991.003249   \n",
       "\n",
       "         vehicle_service_age  volvo  state_cd_AK  state_cd_AL  state_cd_AR   \n",
       "0                        830      1            0            0            0  \\\n",
       "3                        613      1            0            0            0   \n",
       "4                        613      1            0            0            0   \n",
       "5                        613      1            0            0            0   \n",
       "6                        613      1            0            0            0   \n",
       "...                      ...    ...          ...          ...          ...   \n",
       "6592868                 1001      1            0            1            0   \n",
       "6592869                  780      0            0            0            0   \n",
       "6592870                  780      0            0            0            0   \n",
       "6592871                  658      0            0            0            0   \n",
       "6592872                  658      0            0            0            0   \n",
       "\n",
       "         state_cd_AZ  state_cd_BC  state_cd_BS  state_cd_CA  state_cd_CH   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            1            0   \n",
       "4                  0            0            0            1            0   \n",
       "5                  0            0            0            1            0   \n",
       "6                  0            0            0            1            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_CL  state_cd_CO  state_cd_CS  state_cd_CT  state_cd_DC   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_DE  state_cd_DF  state_cd_DG  state_cd_FL  state_cd_GA   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_GR  state_cd_GT  state_cd_HG  state_cd_HI  state_cd_IA   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_ID  state_cd_IL  state_cd_IN  state_cd_JA  state_cd_KS   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_KY  state_cd_LA  state_cd_MA  state_cd_MB  state_cd_MD   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_ME  state_cd_MI  state_cd_MN  state_cd_MO  state_cd_MS   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_MT  state_cd_MX  state_cd_NB  state_cd_NC  state_cd_ND   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_NE  state_cd_NH  state_cd_NJ  state_cd_NL  state_cd_NM   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_NS  state_cd_NT  state_cd_NV  state_cd_NY  state_cd_OA   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_OH  state_cd_OK  state_cd_ON  state_cd_OR  state_cd_PA   \n",
       "0                  0            1            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            1   \n",
       "6592872            0            0            0            0            1   \n",
       "\n",
       "         state_cd_PB  state_cd_PE  state_cd_QC  state_cd_QE  state_cd_QR   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_RI  state_cd_SC  state_cd_SD  state_cd_SI  state_cd_SK   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_SL  state_cd_SO  state_cd_TB  state_cd_TL  state_cd_TM   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_TN  state_cd_TX  state_cd_UT  state_cd_VA  state_cd_VE   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_VT  state_cd_WA  state_cd_WI  state_cd_WV  state_cd_WY   \n",
       "0                  0            0            0            0            0  \\\n",
       "3                  0            0            0            0            0   \n",
       "4                  0            0            0            0            0   \n",
       "5                  0            0            0            0            0   \n",
       "6                  0            0            0            0            0   \n",
       "...              ...          ...          ...          ...          ...   \n",
       "6592868            0            0            0            0            0   \n",
       "6592869            0            0            0            0            0   \n",
       "6592870            0            0            0            0            0   \n",
       "6592871            0            0            0            0            0   \n",
       "6592872            0            0            0            0            0   \n",
       "\n",
       "         state_cd_YT  state_cd_YU  state_cd_ZA  component_type_PSID   \n",
       "0                  0            0            0                    0  \\\n",
       "3                  0            0            0                    0   \n",
       "4                  0            0            0                    0   \n",
       "5                  0            0            0                    0   \n",
       "6                  0            0            0                    0   \n",
       "...              ...          ...          ...                  ...   \n",
       "6592868            0            0            0                    0   \n",
       "6592869            0            0            0                    0   \n",
       "6592870            0            0            0                    1   \n",
       "6592871            0            0            0                    0   \n",
       "6592872            0            0            0                    0   \n",
       "\n",
       "         component_type_SID  component_type_SPN  fault_active_N   \n",
       "0                         0                   1               0  \\\n",
       "3                         0                   1               0   \n",
       "4                         0                   1               1   \n",
       "5                         0                   1               1   \n",
       "6                         0                   1               1   \n",
       "...                     ...                 ...             ...   \n",
       "6592868                   0                   1               1   \n",
       "6592869                   0                   1               1   \n",
       "6592870                   0                   0               1   \n",
       "6592871                   0                   1               0   \n",
       "6592872                   0                   1               1   \n",
       "\n",
       "         fault_active_Y  vehicle_model_year_2019  vehicle_model_year_2020   \n",
       "0                     1                        0                        0  \\\n",
       "3                     1                        0                        0   \n",
       "4                     0                        0                        0   \n",
       "5                     0                        0                        0   \n",
       "6                     0                        0                        0   \n",
       "...                 ...                      ...                      ...   \n",
       "6592868               0                        0                        1   \n",
       "6592869               0                        0                        1   \n",
       "6592870               0                        0                        1   \n",
       "6592871               0                        0                        0   \n",
       "6592872               0                        0                        0   \n",
       "\n",
       "         vehicle_model_year_2021  vehicle_model_year_2022   \n",
       "0                              1                        0  \\\n",
       "3                              1                        0   \n",
       "4                              1                        0   \n",
       "5                              1                        0   \n",
       "6                              1                        0   \n",
       "...                          ...                      ...   \n",
       "6592868                        0                        0   \n",
       "6592869                        0                        0   \n",
       "6592870                        0                        0   \n",
       "6592871                        1                        0   \n",
       "6592872                        1                        0   \n",
       "\n",
       "         vehicle_model_year_2023  vehicle_model_AN62T  vehicle_model_AN64   \n",
       "0                              0                    0                   0  \\\n",
       "3                              0                    0                   0   \n",
       "4                              0                    0                   0   \n",
       "5                              0                    0                   0   \n",
       "6                              0                    0                   0   \n",
       "...                          ...                  ...                 ...   \n",
       "6592868                        0                    0                   0   \n",
       "6592869                        0                    0                   0   \n",
       "6592870                        0                    0                   0   \n",
       "6592871                        0                    0                   0   \n",
       "6592872                        0                    0                   0   \n",
       "\n",
       "         vehicle_model_AN64T  vehicle_model_AN64TX  vehicle_model_CHU614   \n",
       "0                          0                     0                     0  \\\n",
       "3                          0                     0                     0   \n",
       "4                          0                     0                     0   \n",
       "5                          0                     0                     0   \n",
       "6                          0                     0                     0   \n",
       "...                      ...                   ...                   ...   \n",
       "6592868                    0                     0                     0   \n",
       "6592869                    1                     0                     0   \n",
       "6592870                    1                     0                     0   \n",
       "6592871                    0                     0                     0   \n",
       "6592872                    0                     0                     0   \n",
       "\n",
       "         vehicle_model_GR104B  vehicle_model_GR104F  vehicle_model_GR42B   \n",
       "0                           0                     0                    0  \\\n",
       "3                           0                     0                    0   \n",
       "4                           0                     0                    0   \n",
       "5                           0                     0                    0   \n",
       "6                           0                     0                    0   \n",
       "...                       ...                   ...                  ...   \n",
       "6592868                     0                     0                    0   \n",
       "6592869                     0                     0                    0   \n",
       "6592870                     0                     0                    0   \n",
       "6592871                     0                     0                    0   \n",
       "6592872                     0                     0                    0   \n",
       "\n",
       "         vehicle_model_GR42F  vehicle_model_GR64B  vehicle_model_GR64BT   \n",
       "0                          0                    0                     0  \\\n",
       "3                          0                    0                     0   \n",
       "4                          0                    0                     0   \n",
       "5                          0                    0                     0   \n",
       "6                          0                    0                     0   \n",
       "...                      ...                  ...                   ...   \n",
       "6592868                    0                    0                     0   \n",
       "6592869                    0                    0                     0   \n",
       "6592870                    0                    0                     0   \n",
       "6592871                    0                    0                     0   \n",
       "6592872                    0                    0                     0   \n",
       "\n",
       "         vehicle_model_GR64F  vehicle_model_GR64FT  vehicle_model_GR84B   \n",
       "0                          0                     0                    0  \\\n",
       "3                          0                     0                    0   \n",
       "4                          0                     0                    0   \n",
       "5                          0                     0                    0   \n",
       "6                          0                     0                    0   \n",
       "...                      ...                   ...                  ...   \n",
       "6592868                    0                     0                    0   \n",
       "6592869                    0                     0                    0   \n",
       "6592870                    0                     0                    0   \n",
       "6592871                    1                     0                    0   \n",
       "6592872                    1                     0                    0   \n",
       "\n",
       "         vehicle_model_GR84F  vehicle_model_GR86B  vehicle_model_GR86F   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         vehicle_model_GU813  vehicle_model_PI64  vehicle_model_PI64T   \n",
       "0                          0                   0                    0  \\\n",
       "3                          0                   0                    0   \n",
       "4                          0                   0                    0   \n",
       "5                          0                   0                    0   \n",
       "6                          0                   0                    0   \n",
       "...                      ...                 ...                  ...   \n",
       "6592868                    0                   0                    0   \n",
       "6592869                    0                   0                    0   \n",
       "6592870                    0                   0                    0   \n",
       "6592871                    0                   0                    0   \n",
       "6592872                    0                   0                    0   \n",
       "\n",
       "         vehicle_model_TE104  vehicle_model_TE106  vehicle_model_TE126   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         vehicle_model_TE42  vehicle_model_TE64  vehicle_model_TE84   \n",
       "0                         0                   0                   0  \\\n",
       "3                         0                   0                   0   \n",
       "4                         0                   0                   0   \n",
       "5                         0                   0                   0   \n",
       "6                         0                   0                   0   \n",
       "...                     ...                 ...                 ...   \n",
       "6592868                   0                   0                   0   \n",
       "6592869                   0                   0                   0   \n",
       "6592870                   0                   0                   0   \n",
       "6592871                   0                   0                   0   \n",
       "6592872                   0                   0                   0   \n",
       "\n",
       "         vehicle_model_TE86  vehicle_model_VAH64  N  vehicle_model_VNL42R N   \n",
       "0                         0                       0                       0  \\\n",
       "3                         0                       0                       0   \n",
       "4                         0                       0                       0   \n",
       "5                         0                       0                       0   \n",
       "6                         0                       0                       0   \n",
       "...                     ...                     ...                     ...   \n",
       "6592868                   0                       0                       0   \n",
       "6592869                   0                       0                       0   \n",
       "6592870                   0                       0                       0   \n",
       "6592871                   0                       0                       0   \n",
       "6592872                   0                       0                       0   \n",
       "\n",
       "         vehicle_model_VNL42T N  vehicle_model_VNL62T N   \n",
       "0                             0                       0  \\\n",
       "3                             0                       0   \n",
       "4                             0                       0   \n",
       "5                             0                       0   \n",
       "6                             0                       0   \n",
       "...                         ...                     ...   \n",
       "6592868                       0                       0   \n",
       "6592869                       0                       0   \n",
       "6592870                       0                       0   \n",
       "6592871                       0                       0   \n",
       "6592872                       0                       0   \n",
       "\n",
       "         vehicle_model_VNL64R N  vehicle_model_VNL64T N   \n",
       "0                             0                       1  \\\n",
       "3                             0                       1   \n",
       "4                             0                       1   \n",
       "5                             0                       1   \n",
       "6                             0                       1   \n",
       "...                         ...                     ...   \n",
       "6592868                       0                       1   \n",
       "6592869                       0                       0   \n",
       "6592870                       0                       0   \n",
       "6592871                       0                       0   \n",
       "6592872                       0                       0   \n",
       "\n",
       "         vehicle_model_VNM42R N  vehicle_model_VNM42T N   \n",
       "0                             0                       0  \\\n",
       "3                             0                       0   \n",
       "4                             0                       0   \n",
       "5                             0                       0   \n",
       "6                             0                       0   \n",
       "...                         ...                     ...   \n",
       "6592868                       0                       0   \n",
       "6592869                       0                       0   \n",
       "6592870                       0                       0   \n",
       "6592871                       0                       0   \n",
       "6592872                       0                       0   \n",
       "\n",
       "         vehicle_model_VNM62T N  vehicle_model_VNM64R N   \n",
       "0                             0                       0  \\\n",
       "3                             0                       0   \n",
       "4                             0                       0   \n",
       "5                             0                       0   \n",
       "6                             0                       0   \n",
       "...                         ...                     ...   \n",
       "6592868                       0                       0   \n",
       "6592869                       0                       0   \n",
       "6592870                       0                       0   \n",
       "6592871                       0                       0   \n",
       "6592872                       0                       0   \n",
       "\n",
       "         vehicle_model_VNM64T N  veh_version_48  veh_version_49   \n",
       "0                             0               0               0  \\\n",
       "3                             0               0               0   \n",
       "4                             0               0               0   \n",
       "5                             0               0               0   \n",
       "6                             0               0               0   \n",
       "...                         ...             ...             ...   \n",
       "6592868                       0               0               0   \n",
       "6592869                       0               0               0   \n",
       "6592870                       0               0               0   \n",
       "6592871                       0               0               0   \n",
       "6592872                       0               0               0   \n",
       "\n",
       "         veh_version_50  veh_version_51  veh_version_52  veh_version_53   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_54  veh_version_55  veh_version_56  veh_version_57   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_58  veh_version_59  veh_version_60  veh_version_61   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_62  veh_version_63  veh_version_64  veh_version_65   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_66  veh_version_67  veh_version_68  veh_version_69   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_70  veh_version_71  veh_version_72  veh_version_73   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_74  veh_version_75  veh_version_76  veh_version_77   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_78  veh_version_79  veh_version_80  veh_version_81   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               1   \n",
       "6592872               0               0               0               1   \n",
       "\n",
       "         veh_version_82  veh_version_83  veh_version_84  veh_version_85   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_86  veh_version_87  veh_version_88  veh_version_89   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_90  veh_version_91  veh_version_92  veh_version_93   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               0               0               0   \n",
       "4                     0               0               0               0   \n",
       "5                     0               0               0               0   \n",
       "6                     0               0               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_94  veh_version_95  veh_version_96  veh_version_97   \n",
       "0                     0               0               0               0  \\\n",
       "3                     0               1               0               0   \n",
       "4                     0               1               0               0   \n",
       "5                     0               1               0               0   \n",
       "6                     0               1               0               0   \n",
       "...                 ...             ...             ...             ...   \n",
       "6592868               0               0               0               0   \n",
       "6592869               0               0               0               0   \n",
       "6592870               0               0               0               0   \n",
       "6592871               0               0               0               0   \n",
       "6592872               0               0               0               0   \n",
       "\n",
       "         veh_version_98  veh_version_99  veh_version_100  veh_version_101   \n",
       "0                     0               0                0                0  \\\n",
       "3                     0               0                0                0   \n",
       "4                     0               0                0                0   \n",
       "5                     0               0                0                0   \n",
       "6                     0               0                0                0   \n",
       "...                 ...             ...              ...              ...   \n",
       "6592868               0               0                0                0   \n",
       "6592869               0               0                0                0   \n",
       "6592870               0               0                0                0   \n",
       "6592871               0               0                0                0   \n",
       "6592872               0               0                0                0   \n",
       "\n",
       "         veh_version_102  veh_version_103  veh_version_104  veh_version_105   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_106  veh_version_107  veh_version_108  veh_version_109   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_110  veh_version_111  veh_version_112  veh_version_113   \n",
       "0                      0                1                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_114  veh_version_115  veh_version_116  veh_version_117   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_118  veh_version_119  veh_version_120  veh_version_121   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_122  veh_version_123  veh_version_124  veh_version_125   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_126  veh_version_127  veh_version_128  veh_version_129   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_130  veh_version_131  veh_version_132  veh_version_133   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                1                0                0                0   \n",
       "6592870                1                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_134  veh_version_135  veh_version_136  veh_version_137   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_138  veh_version_139  veh_version_140  veh_version_141   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_142  veh_version_143  veh_version_144  veh_version_145   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_146  veh_version_147  veh_version_148  veh_version_149   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                1                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_150  veh_version_151  veh_version_152  veh_version_153   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_154  veh_version_155  veh_version_156  veh_version_157   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_158  veh_version_159  veh_version_160  veh_version_161   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_162  veh_version_163  veh_version_164  veh_version_165   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_166  veh_version_167  veh_version_168  veh_version_169   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_170  veh_version_171  veh_version_172  veh_version_173   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_175  veh_version_176  veh_version_177  veh_version_178   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_179  veh_version_180  veh_version_182  veh_version_183   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_184  veh_version_186  veh_version_187  veh_version_188   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_189  veh_version_192  veh_version_193  veh_version_197   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_207  veh_version_209  veh_version_213  veh_version_225   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                0                0                0                0   \n",
       "6592872                0                0                0                0   \n",
       "\n",
       "         veh_version_230  veh_version_231  product_type_CML 04R   \n",
       "0                      0                0                     0  \\\n",
       "3                      0                0                     0   \n",
       "4                      0                0                     0   \n",
       "5                      0                0                     0   \n",
       "6                      0                0                     0   \n",
       "...                  ...              ...                   ...   \n",
       "6592868                0                0                     0   \n",
       "6592869                0                0                     0   \n",
       "6592870                0                0                     0   \n",
       "6592871                0                0                     0   \n",
       "6592872                0                0                     0   \n",
       "\n",
       "         product_type_CML 64R  product_type_CML 64T  product_type_CML 84R   \n",
       "0                           0                     0                     0  \\\n",
       "3                           0                     0                     0   \n",
       "4                           0                     0                     0   \n",
       "5                           0                     0                     0   \n",
       "6                           0                     0                     0   \n",
       "...                       ...                   ...                   ...   \n",
       "6592868                     0                     0                     0   \n",
       "6592869                     0                     0                     0   \n",
       "6592870                     0                     0                     0   \n",
       "6592871                     1                     0                     0   \n",
       "6592872                     1                     0                     0   \n",
       "\n",
       "         product_type_CML 86R  product_type_CMM  product_type_CMM 42T   \n",
       "0                           0                 0                     0  \\\n",
       "3                           0                 0                     0   \n",
       "4                           0                 0                     0   \n",
       "5                           0                 0                     0   \n",
       "6                           0                 0                     0   \n",
       "...                       ...               ...                   ...   \n",
       "6592868                     0                 0                     0   \n",
       "6592869                     0                 1                     0   \n",
       "6592870                     0                 1                     0   \n",
       "6592871                     0                 0                     0   \n",
       "6592872                     0                 0                     0   \n",
       "\n",
       "         product_type_CMM 64T  product_type_OM  product_type_OM 64R   \n",
       "0                           0                0                    0  \\\n",
       "3                           0                0                    0   \n",
       "4                           0                0                    0   \n",
       "5                           0                0                    0   \n",
       "6                           0                0                    0   \n",
       "...                       ...              ...                  ...   \n",
       "6592868                     0                0                    0   \n",
       "6592869                     0                0                    0   \n",
       "6592870                     0                0                    0   \n",
       "6592871                     0                0                    0   \n",
       "6592872                     0                0                    0   \n",
       "\n",
       "         product_type_VAH6  product_type_VNL4  product_type_VNL6   \n",
       "0                        0                  0                  1  \\\n",
       "3                        0                  0                  1   \n",
       "4                        0                  0                  1   \n",
       "5                        0                  0                  1   \n",
       "6                        0                  0                  1   \n",
       "...                    ...                ...                ...   \n",
       "6592868                  0                  0                  1   \n",
       "6592869                  0                  0                  0   \n",
       "6592870                  0                  0                  0   \n",
       "6592871                  0                  0                  0   \n",
       "6592872                  0                  0                  0   \n",
       "\n",
       "         product_type_VNL8  product_type_VNR4  product_type_VNR6   \n",
       "0                        0                  0                  0  \\\n",
       "3                        0                  0                  0   \n",
       "4                        0                  0                  0   \n",
       "5                        0                  0                  0   \n",
       "6                        0                  0                  0   \n",
       "...                    ...                ...                ...   \n",
       "6592868                  0                  0                  0   \n",
       "6592869                  0                  0                  0   \n",
       "6592870                  0                  0                  0   \n",
       "6592871                  0                  0                  0   \n",
       "6592872                  0                  0                  0   \n",
       "\n",
       "         product_type_VNR8  notif_type_UPDATED  model_family_CHU   \n",
       "0                        0                   1                 0  \\\n",
       "3                        0                   1                 0   \n",
       "4                        0                   1                 0   \n",
       "5                        0                   1                 0   \n",
       "6                        0                   1                 0   \n",
       "...                    ...                 ...               ...   \n",
       "6592868                  0                   1                 0   \n",
       "6592869                  0                   1                 0   \n",
       "6592870                  0                   1                 0   \n",
       "6592871                  0                   1                 0   \n",
       "6592872                  0                   1                 0   \n",
       "\n",
       "         model_family_GR  model_family_GU  model_family_PI  model_family_TE   \n",
       "0                      0                0                0                0  \\\n",
       "3                      0                0                0                0   \n",
       "4                      0                0                0                0   \n",
       "5                      0                0                0                0   \n",
       "6                      0                0                0                0   \n",
       "...                  ...              ...              ...              ...   \n",
       "6592868                0                0                0                0   \n",
       "6592869                0                0                0                0   \n",
       "6592870                0                0                0                0   \n",
       "6592871                1                0                0                0   \n",
       "6592872                1                0                0                0   \n",
       "\n",
       "         model_family_VAH  model_family_VN  engine_type_US18   \n",
       "0                       0                1                 0  \\\n",
       "3                       0                1                 0   \n",
       "4                       0                1                 0   \n",
       "5                       0                1                 0   \n",
       "6                       0                1                 0   \n",
       "...                   ...              ...               ...   \n",
       "6592868                 0                1                 0   \n",
       "6592869                 0                0                 0   \n",
       "6592870                 0                0                 0   \n",
       "6592871                 0                0                 0   \n",
       "6592872                 0                0                 0   \n",
       "\n",
       "         engine_type_US19  engine_type_US20  engine_type_US21   \n",
       "0                       0                 1                 0  \\\n",
       "3                       0                 1                 0   \n",
       "4                       0                 1                 0   \n",
       "5                       0                 1                 0   \n",
       "6                       0                 1                 0   \n",
       "...                   ...               ...               ...   \n",
       "6592868                 1                 0                 0   \n",
       "6592869                 1                 0                 0   \n",
       "6592870                 1                 0                 0   \n",
       "6592871                 0                 1                 0   \n",
       "6592872                 0                 1                 0   \n",
       "\n",
       "         engine_type_US22  country_of_operation_MEX  country_of_operation_USA   \n",
       "0                       0                         0                         0  \\\n",
       "3                       0                         0                         1   \n",
       "4                       0                         0                         1   \n",
       "5                       0                         0                         1   \n",
       "6                       0                         0                         1   \n",
       "...                   ...                       ...                       ...   \n",
       "6592868                 0                         0                         1   \n",
       "6592869                 0                         0                         0   \n",
       "6592870                 0                         0                         0   \n",
       "6592871                 0                         0                         1   \n",
       "6592872                 0                         0                         1   \n",
       "\n",
       "         chassis_series_M200  chassis_series_M225  chassis_series_M335   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M359  chassis_series_M387  chassis_series_M395   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    1                    0                    0   \n",
       "6592872                    1                    0                    0   \n",
       "\n",
       "         chassis_series_M403  chassis_series_M405  chassis_series_M409   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M411  chassis_series_M504  chassis_series_M517   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M708  chassis_series_M731  chassis_series_M732   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M734  chassis_series_M742  chassis_series_M754   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    1                    0   \n",
       "6592870                    0                    1                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M755  chassis_series_M778  chassis_series_M908   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M917  chassis_series_M920  chassis_series_M922   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_M934  chassis_series_M935  chassis_series_M948   \n",
       "0                          0                    0                    0  \\\n",
       "3                          0                    0                    0   \n",
       "4                          0                    0                    0   \n",
       "5                          0                    0                    0   \n",
       "6                          0                    0                    0   \n",
       "...                      ...                  ...                  ...   \n",
       "6592868                    0                    0                    0   \n",
       "6592869                    0                    0                    0   \n",
       "6592870                    0                    0                    0   \n",
       "6592871                    0                    0                    0   \n",
       "6592872                    0                    0                    0   \n",
       "\n",
       "         chassis_series_N  chassis_series_NR  Fan Status On/Off_on  \n",
       "0                       0                  1                     0  \n",
       "3                       0                  1                     1  \n",
       "4                       0                  1                     1  \n",
       "5                       0                  1                     1  \n",
       "6                       0                  1                     1  \n",
       "...                   ...                ...                   ...  \n",
       "6592868                 0                  1                     1  \n",
       "6592869                 0                  0                     1  \n",
       "6592870                 0                  0                     1  \n",
       "6592871                 0                  0                     1  \n",
       "6592872                 0                  0                     1  \n",
       "\n",
       "[6129610 rows x 372 columns]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pd.option_context('display.max_columns', None):  # more options can be specified also\n",
    "    display(faults)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "X = pd.concat([faults.iloc[:, 1:12], faults.iloc[:, 13], faults.iloc[:, 16:20], faults.iloc[:, 22], faults.iloc[:, 25:]], axis=1)\n",
    "Y = faults.iloc[:, 24]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "#import matplotlib.pyplot as plt\n",
    "#import numpy as np\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.metrics import classification_report, confusion_matrix\n",
    "from sklearn.model_selection import train_test_split"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages/sklearn/linear_model/_logistic.py:458: ConvergenceWarning: lbfgs failed to converge (status=1):\n",
      "STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.\n",
      "\n",
      "Increase the number of iterations (max_iter) or scale the data as shown in:\n",
      "    https://scikit-learn.org/stable/modules/preprocessing.html\n",
      "Please also refer to the documentation for alternative solver options:\n",
      "    https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression\n",
      "  n_iter_i = _check_optimize_result(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "0.9896083655131946"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model = LogisticRegression()\n",
    "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size=0.3, random_state=17)\n",
    "model.fit(X_train, Y_train)\n",
    "model.predict(X_test)\n",
    "model.score(X_test, Y_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1819773       3]\n",
      " [  19106       1]]\n"
     ]
    }
   ],
   "source": [
    "confusion_matrix = confusion_matrix(Y_test, model.predict(X_test))\n",
    "print(confusion_matrix)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.3"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}