toll prices.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data source\n",
    "\n",
    "FHWA - https://www.fhwa.dot.gov/policyinformation/tollpage/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.0</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.4</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.6</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        State                  Name of Facility HPMS Toll ID  \\\n",
       "3  California        I-15 Value Pricing Project           16   \n",
       "4  California         I-680 SMART Carpool Lanes          297   \n",
       "5  California  I-880 / SR 237 Express Connector          298   \n",
       "6  California               I-110 Express Lanes          313   \n",
       "7  California                I-10 Express Lanes          338   \n",
       "\n",
       "                    Financing or Operating Authority  \\\n",
       "3           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4        Alameda County Congestion Management Agency   \n",
       "5        Santa Clara Valley Transportation Authority   \n",
       "6  Los Angeles County Metropolitan Transportation...   \n",
       "7  Los Angeles County Metropolitan Transportation...   \n",
       "\n",
       "                            From               To  Length 1/ Miles Kilometers  \\\n",
       "3       SR 56/ Ted Williams Pkwy            SR 52              8.0      12.87   \n",
       "4              SR 84/ Pleasanton  SR 237 Milpitas             14.0      22.53   \n",
       "5                          I-880           SR 237              4.0       6.44   \n",
       "6  Harbor Gateway Transit Center       Adams Blvd             11.0      17.70   \n",
       "7       Alameda St/Union Station            I-605             14.0      22.53   \n",
       "\n",
       "  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "3       Urban               15     ...                   NaN   \n",
       "4       Urban              680     ...                 $0.00   \n",
       "5       Urban              880     ...                   NaN   \n",
       "6       Urban              110     ...                   NaN   \n",
       "7       Urban               10     ...                   NaN   \n",
       "\n",
       "  Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "3               NaN                                 NaN   \n",
       "4             $0.00                                 NaN   \n",
       "5               NaN                                 NaN   \n",
       "6               NaN                                 NaN   \n",
       "7               NaN                                 NaN   \n",
       "\n",
       "  num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "3                               8.0                              0.50   \n",
       "4                               8.0                              0.30   \n",
       "5                               NaN                              0.30   \n",
       "6                              15.4                              0.25   \n",
       "7                              19.6                              0.25   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                                NaN                    NaN   \n",
       "4                                                NaN                    0.0   \n",
       "5                                                NaN                    NaN   \n",
       "6                                                NaN                    NaN   \n",
       "7                                                NaN                    NaN   \n",
       "\n",
       "  num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "3                   NaN                                     NaN  interstate  \n",
       "4                   0.0                                     NaN  interstate  \n",
       "5                   NaN                                     NaN  interstate  \n",
       "6                   NaN                                     NaN  interstate  \n",
       "7                   NaN                                     NaN  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def get_df(which=\"non-interstate\"):\n",
    "    \n",
    "    ret = pd.read_csv(\"data/\" + which + \".csv\", header=None)\n",
    "    \n",
    "    cols = []\n",
    "    \n",
    "    row_0 = ret.iloc[0].fillna(\"\")\n",
    "    row_1 = ret.iloc[1].fillna(\"\")\n",
    "    row_2 = ret.iloc[2].fillna(\"\")\n",
    "\n",
    "    '''\n",
    "    Maximum Passenger Vehicle Fee\n",
    "    Minimum Passenger Vehicle Fee\n",
    "    Average Passenger Vehicle Cost per Vehicle-Mile\n",
    "    Maximum Truck Fee\n",
    "    Minimum Truck Fee\n",
    "    Average Truck Cost per Vehicle-Mile\n",
    "    '''\n",
    "    \n",
    "    for i in ret.columns:\n",
    "        c = \"\"\n",
    "        if row_0[i] is not None:\n",
    "            c += str(row_0[i]) + \" \"\n",
    "        if row_1[i] is not None:\n",
    "            c += str(row_1[i]) + \" \"\n",
    "        if row_2[i] is not None:\n",
    "            c += str(row_2[i]) + \" \"\n",
    "        \n",
    "        cols.append(c.strip())\n",
    "        \n",
    "    # print cols\n",
    "    \n",
    "    ret = ret.drop(0).drop(1).drop(2)#.reset_index()\n",
    "    \n",
    "    ret.columns = cols\n",
    "    \n",
    "    # cut out out blank-named cols\n",
    "    keepers = filter(lambda x: x.strip() != \"\", cols)\n",
    "    \n",
    "    ret = ret[keepers]\n",
    "\n",
    "    \n",
    "    def money_num(n):\n",
    "        if type(n) != str:\n",
    "            return\n",
    "        return n.replace(\"$\",\"\")\n",
    "    \n",
    "    def money_col(c):\n",
    "        ret[\"num_\" + c] = pd.to_numeric(ret[c].apply(money_num), errors=\"coerce\")\n",
    "\n",
    "    for mc in [\"Maximum Passenger Vehicle Fee\",\"Minimum Passenger Vehicle Fee\",\n",
    "    \"Average Passenger Vehicle Cost per Vehicle-Mile\",\n",
    "    \"Maximum Truck Fee\",\n",
    "    \"Minimum Truck Fee\",\n",
    "    \"Average Truck Cost per Vehicle-Mile\"]:\n",
    "        money_col(mc)\n",
    "    \n",
    "    ret[\"State\"] = ret[\"State\"].str.replace(\" 3/\",\"\")\n",
    "    ret[\"State\"] = ret[\"State\"].str.replace(\" 5/\",\"\")\n",
    "    ret[\"State\"] = ret[\"State\"].str.replace(\" 7/\",\"\")\n",
    "\n",
    "    ret[\"State\"] = ret[\"State\"].str.strip()\n",
    "    ret[\"Length 1/ Miles\"] = pd.to_numeric(ret[\"Length 1/ Miles\"],errors=\"coerce\")\n",
    "    \n",
    "    \n",
    "    ret[\"spreadsheet\"] = which\n",
    "    return ret\n",
    "\n",
    "get_df(which=\"interstate\").head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "interstate 106\n",
      "non interstate 138\n"
     ]
    }
   ],
   "source": [
    "interstate = get_df(which=\"interstate\")\n",
    "print \"interstate\", len(interstate)\n",
    "non_interstate = get_df(which=\"non-interstate\")\n",
    "print \"non interstate\",len(non_interstate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.0</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.4</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.6</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        State                  Name of Facility HPMS Toll ID  \\\n",
       "3  California        I-15 Value Pricing Project           16   \n",
       "4  California         I-680 SMART Carpool Lanes          297   \n",
       "5  California  I-880 / SR 237 Express Connector          298   \n",
       "6  California               I-110 Express Lanes          313   \n",
       "7  California                I-10 Express Lanes          338   \n",
       "\n",
       "                    Financing or Operating Authority  \\\n",
       "3           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4        Alameda County Congestion Management Agency   \n",
       "5        Santa Clara Valley Transportation Authority   \n",
       "6  Los Angeles County Metropolitan Transportation...   \n",
       "7  Los Angeles County Metropolitan Transportation...   \n",
       "\n",
       "                            From               To  Length 1/ Miles Kilometers  \\\n",
       "3       SR 56/ Ted Williams Pkwy            SR 52              8.0      12.87   \n",
       "4              SR 84/ Pleasanton  SR 237 Milpitas             14.0      22.53   \n",
       "5                          I-880           SR 237              4.0       6.44   \n",
       "6  Harbor Gateway Transit Center       Adams Blvd             11.0      17.70   \n",
       "7       Alameda St/Union Station            I-605             14.0      22.53   \n",
       "\n",
       "  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "3       Urban               15     ...                   NaN   \n",
       "4       Urban              680     ...                 $0.00   \n",
       "5       Urban              880     ...                   NaN   \n",
       "6       Urban              110     ...                   NaN   \n",
       "7       Urban               10     ...                   NaN   \n",
       "\n",
       "  Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "3               NaN                                 NaN   \n",
       "4             $0.00                                 NaN   \n",
       "5               NaN                                 NaN   \n",
       "6               NaN                                 NaN   \n",
       "7               NaN                                 NaN   \n",
       "\n",
       "  num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "3                               8.0                              0.50   \n",
       "4                               8.0                              0.30   \n",
       "5                               NaN                              0.30   \n",
       "6                              15.4                              0.25   \n",
       "7                              19.6                              0.25   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                                NaN                    NaN   \n",
       "4                                                NaN                    0.0   \n",
       "5                                                NaN                    NaN   \n",
       "6                                                NaN                    NaN   \n",
       "7                                                NaN                    NaN   \n",
       "\n",
       "  num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "3                   NaN                                     NaN  interstate  \n",
       "4                   0.0                                     NaN  interstate  \n",
       "5                   NaN                                     NaN  interstate  \n",
       "6                   NaN                                     NaN  interstate  \n",
       "7                   NaN                                     NaN  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
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   "outputs": [
    {
     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Functional  Classification 2/</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Alabama</td>\n",
       "      <td>Foley Beach Express</td>\n",
       "      <td>4</td>\n",
       "      <td>Alinda Roads, LLC</td>\n",
       "      <td>AL 59 (in Foley)</td>\n",
       "      <td>AL 180 (in Orange Beach)</td>\n",
       "      <td>8.53</td>\n",
       "      <td>13.73</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>Rural</td>\n",
       "      <td>...</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$3.50</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>7.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>0.39</td>\n",
       "      <td>7.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>0.39</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>Seventeen Mile Drive</td>\n",
       "      <td>17</td>\n",
       "      <td>Pebble Beach Company</td>\n",
       "      <td>Pacific Grove</td>\n",
       "      <td>Carmel</td>\n",
       "      <td>10.80</td>\n",
       "      <td>17.38</td>\n",
       "      <td>local</td>\n",
       "      <td>Urban</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.50</td>\n",
       "      <td>9.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>Route 91 Express Lanes</td>\n",
       "      <td>18</td>\n",
       "      <td>Orange County Transportation Authority</td>\n",
       "      <td>Orange/Riverside County Line</td>\n",
       "      <td>Highway 55</td>\n",
       "      <td>10.00</td>\n",
       "      <td>16.09</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>Urban</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.70</td>\n",
       "      <td>1.45</td>\n",
       "      <td>0.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>Eastern Trans. Corridor (Routes 261, 241, &amp; 133)</td>\n",
       "      <td>19</td>\n",
       "      <td>CA Department of Trans; Orange County Trans Co...</td>\n",
       "      <td>State Route 91</td>\n",
       "      <td>I-5 &amp; State Route 133</td>\n",
       "      <td>24.00</td>\n",
       "      <td>38.62</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>Urban</td>\n",
       "      <td>...</td>\n",
       "      <td>$31.73</td>\n",
       "      <td>$0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.68</td>\n",
       "      <td>0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.73</td>\n",
       "      <td>0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>Foothill Trans. Corridor (Route 241)</td>\n",
       "      <td>20</td>\n",
       "      <td>CA Department of Trans; Trans Corridor Agencies</td>\n",
       "      <td>I-5 San Clemente</td>\n",
       "      <td>State Route 241; Eastern Corridor</td>\n",
       "      <td>28.00</td>\n",
       "      <td>45.06</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>Urban</td>\n",
       "      <td>...</td>\n",
       "      <td>$31.73</td>\n",
       "      <td>$0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.68</td>\n",
       "      <td>0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31.73</td>\n",
       "      <td>0.56</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 32 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        State                                  Name of Facility HPMS Toll ID  \\\n",
       "3     Alabama                               Foley Beach Express            4   \n",
       "4  California                              Seventeen Mile Drive           17   \n",
       "5  California                            Route 91 Express Lanes           18   \n",
       "6  California  Eastern Trans. Corridor (Routes 261, 241, & 133)           19   \n",
       "7  California              Foothill Trans. Corridor (Route 241)           20   \n",
       "\n",
       "                    Financing or Operating Authority  \\\n",
       "3                                  Alinda Roads, LLC   \n",
       "4                               Pebble Beach Company   \n",
       "5             Orange County Transportation Authority   \n",
       "6  CA Department of Trans; Orange County Trans Co...   \n",
       "7    CA Department of Trans; Trans Corridor Agencies   \n",
       "\n",
       "                           From                                 To  \\\n",
       "3              AL 59 (in Foley)           AL 180 (in Orange Beach)   \n",
       "4                 Pacific Grove                             Carmel   \n",
       "5  Orange/Riverside County Line                         Highway 55   \n",
       "6                State Route 91              I-5 & State Route 133   \n",
       "7              I-5 San Clemente  State Route 241; Eastern Corridor   \n",
       "\n",
       "   Length 1/ Miles Kilometers  \\\n",
       "3             8.53      13.73   \n",
       "4            10.80      17.38   \n",
       "5            10.00      16.09   \n",
       "6            24.00      38.62   \n",
       "7            28.00      45.06   \n",
       "\n",
       "                       Functional  Classification 2/ Rural/Urban  \\\n",
       "3                                     Minor Arterial       Rural   \n",
       "4                                              local       Urban   \n",
       "5  Principal Arterial - Other Freeways and Expres...       Urban   \n",
       "6  Principal Arterial - Other Freeways and Expres...       Urban   \n",
       "7  Principal Arterial - Other Freeways and Expres...       Urban   \n",
       "\n",
       "        ...       Maximum Truck Fee Minimum Truck Fee  \\\n",
       "3       ...                   $7.50             $3.50   \n",
       "4       ...                     NaN               NaN   \n",
       "5       ...                     NaN               NaN   \n",
       "6       ...                  $31.73             $0.56   \n",
       "7       ...                  $31.73             $0.56   \n",
       "\n",
       "  Average Truck Cost per Vehicle-Mile num_Maximum Passenger Vehicle Fee  \\\n",
       "3                               $0.39                              7.50   \n",
       "4                                 NaN                              9.50   \n",
       "5                                 NaN                             12.70   \n",
       "6                                 NaN                              9.68   \n",
       "7                                 NaN                              9.68   \n",
       "\n",
       "  num_Minimum Passenger Vehicle Fee  \\\n",
       "3                              3.50   \n",
       "4                              9.50   \n",
       "5                              1.45   \n",
       "6                              0.56   \n",
       "7                              0.56   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                               0.39                   7.50   \n",
       "4                                                NaN                    NaN   \n",
       "5                                               0.28                    NaN   \n",
       "6                                                NaN                  31.73   \n",
       "7                                                NaN                  31.73   \n",
       "\n",
       "  num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile  \\\n",
       "3                  3.50                                    0.39   \n",
       "4                   NaN                                     NaN   \n",
       "5                   NaN                                     NaN   \n",
       "6                  0.56                                     NaN   \n",
       "7                  0.56                                     NaN   \n",
       "\n",
       "      spreadsheet  \n",
       "3  non-interstate  \n",
       "4  non-interstate  \n",
       "5  non-interstate  \n",
       "6  non-interstate  \n",
       "7  non-interstate  \n",
       "\n",
       "[5 rows x 32 columns]"
      ]
     },
     "execution_count": 62,
     "metadata": {},
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   "source": [
    "non_interstate.head()"
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  {
   "cell_type": "code",
   "execution_count": 63,
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   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.0</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.4</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.6</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        State                  Name of Facility HPMS Toll ID  \\\n",
       "3  California        I-15 Value Pricing Project           16   \n",
       "4  California         I-680 SMART Carpool Lanes          297   \n",
       "5  California  I-880 / SR 237 Express Connector          298   \n",
       "6  California               I-110 Express Lanes          313   \n",
       "7  California                I-10 Express Lanes          338   \n",
       "\n",
       "                    Financing or Operating Authority  \\\n",
       "3           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4        Alameda County Congestion Management Agency   \n",
       "5        Santa Clara Valley Transportation Authority   \n",
       "6  Los Angeles County Metropolitan Transportation...   \n",
       "7  Los Angeles County Metropolitan Transportation...   \n",
       "\n",
       "                            From               To  Length 1/ Miles Kilometers  \\\n",
       "3       SR 56/ Ted Williams Pkwy            SR 52              8.0      12.87   \n",
       "4              SR 84/ Pleasanton  SR 237 Milpitas             14.0      22.53   \n",
       "5                          I-880           SR 237              4.0       6.44   \n",
       "6  Harbor Gateway Transit Center       Adams Blvd             11.0      17.70   \n",
       "7       Alameda St/Union Station            I-605             14.0      22.53   \n",
       "\n",
       "  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "3       Urban               15     ...                   NaN   \n",
       "4       Urban              680     ...                 $0.00   \n",
       "5       Urban              880     ...                   NaN   \n",
       "6       Urban              110     ...                   NaN   \n",
       "7       Urban               10     ...                   NaN   \n",
       "\n",
       "  Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "3               NaN                                 NaN   \n",
       "4             $0.00                                 NaN   \n",
       "5               NaN                                 NaN   \n",
       "6               NaN                                 NaN   \n",
       "7               NaN                                 NaN   \n",
       "\n",
       "  num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "3                               8.0                              0.50   \n",
       "4                               8.0                              0.30   \n",
       "5                               NaN                              0.30   \n",
       "6                              15.4                              0.25   \n",
       "7                              19.6                              0.25   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                                NaN                    NaN   \n",
       "4                                                NaN                    0.0   \n",
       "5                                                NaN                    NaN   \n",
       "6                                                NaN                    NaN   \n",
       "7                                                NaN                    NaN   \n",
       "\n",
       "  num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "3                   NaN                                     NaN  interstate  \n",
       "4                   0.0                                     NaN  interstate  \n",
       "5                   NaN                                     NaN  interstate  \n",
       "6                   NaN                                     NaN  interstate  \n",
       "7                   NaN                                     NaN  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "interstate.head()"
   ]
  },
  {
   "cell_type": "code",
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   "metadata": {
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   "outputs": [
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     "data": {
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       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>236.9</td>\n",
       "      <td>381.25</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>111.2</td>\n",
       "      <td>178.96</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>89.5</td>\n",
       "      <td>144.04</td>\n",
       "      <td>Rural</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>56.6</td>\n",
       "      <td>91.09</td>\n",
       "      <td>Urban</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>New York</td>\n",
       "      <td>Berkshire Section</td>\n",
       "      <td>184</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Exit B1 (US 9)</td>\n",
       "      <td>Massachusetts Line</td>\n",
       "      <td>17.9</td>\n",
       "      <td>28.81</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>New York</td>\n",
       "      <td>New England Section</td>\n",
       "      <td>186</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pelham Parkway, New York, NY</td>\n",
       "      <td>Connecticut Line</td>\n",
       "      <td>15.0</td>\n",
       "      <td>24.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.75</td>\n",
       "      <td>$3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1.66</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.75</td>\n",
       "      <td>3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>New York</td>\n",
       "      <td>Niagara Section</td>\n",
       "      <td>185</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Buffalo</td>\n",
       "      <td>Niagara Falls</td>\n",
       "      <td>21.6</td>\n",
       "      <td>34.76</td>\n",
       "      <td>Urban</td>\n",
       "      <td>190</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>7 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       State                          Name of Facility HPMS Toll ID  \\\n",
       "47  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "48  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "49  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "50  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "51  New York                         Berkshire Section          184   \n",
       "53  New York                       New England Section          186   \n",
       "52  New York                           Niagara Section          185   \n",
       "\n",
       "   Financing or Operating Authority                          From  \\\n",
       "47       NY State Thruway Authority             Pennsylvania Line   \n",
       "48       NY State Thruway Authority             Pennsylvania Line   \n",
       "49       NY State Thruway Authority                 New York City   \n",
       "50       NY State Thruway Authority                 New York City   \n",
       "51       NY State Thruway Authority                Exit B1 (US 9)   \n",
       "53       NY State Thruway Authority  Pelham Parkway, New York, NY   \n",
       "52       NY State Thruway Authority                       Buffalo   \n",
       "\n",
       "                    To  Length 1/ Miles Kilometers Rural/Urban  \\\n",
       "47              Albany            236.9     381.25       Rural   \n",
       "48              Albany            111.2     178.96       Urban   \n",
       "49              Albany             89.5     144.04       Rural   \n",
       "50              Albany             56.6      91.09       Urban   \n",
       "51  Massachusetts Line             17.9      28.81       Rural   \n",
       "53    Connecticut Line             15.0      24.14       Urban   \n",
       "52       Niagara Falls             21.6      34.76       Urban   \n",
       "\n",
       "   Interstate Route     ...     Maximum Truck Fee Minimum Truck Fee  \\\n",
       "47               90     ...               $137.90             $0.40   \n",
       "48               90     ...               $137.90             $0.40   \n",
       "49               87     ...               $137.90             $0.40   \n",
       "50               87     ...               $137.90             $0.40   \n",
       "51               90     ...               $137.90             $0.40   \n",
       "53               95     ...                 $9.75             $3.33   \n",
       "52              190     ...                   NaN               NaN   \n",
       "\n",
       "   Average Truck Cost per Vehicle-Mile num_Maximum Passenger Vehicle Fee  \\\n",
       "47                               $0.24                              33.7   \n",
       "48                               $0.24                              33.7   \n",
       "49                               $0.24                              33.7   \n",
       "50                               $0.24                              33.7   \n",
       "51                               $0.24                              33.7   \n",
       "53                                 NaN                               3.0   \n",
       "52                                 NaN                               NaN   \n",
       "\n",
       "   num_Minimum Passenger Vehicle Fee  \\\n",
       "47                              0.15   \n",
       "48                              0.15   \n",
       "49                              0.15   \n",
       "50                              0.15   \n",
       "51                              0.15   \n",
       "53                              1.66   \n",
       "52                               NaN   \n",
       "\n",
       "   num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "47                                               0.05                 137.90   \n",
       "48                                               0.05                 137.90   \n",
       "49                                               0.05                 137.90   \n",
       "50                                               0.05                 137.90   \n",
       "51                                               0.05                 137.90   \n",
       "53                                                NaN                   9.75   \n",
       "52                                                NaN                    NaN   \n",
       "\n",
       "   num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "47                  0.40                                    0.24  interstate  \n",
       "48                  0.40                                    0.24  interstate  \n",
       "49                  0.40                                    0.24  interstate  \n",
       "50                  0.40                                    0.24  interstate  \n",
       "51                  0.40                                    0.24  interstate  \n",
       "53                  3.33                                     NaN  interstate  \n",
       "52                   NaN                                     NaN  interstate  \n",
       "\n",
       "[7 rows x 31 columns]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[interstate[\"State\"] == \"New York\"].sort_values(by=\"num_Maximum Passenger Vehicle Fee\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>California</td>\n",
       "      <td>11.700</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>4.650</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>4.000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Florida</td>\n",
       "      <td>6.750</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>4.200</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Indiana</td>\n",
       "      <td>10.000</td>\n",
       "      <td>4.65</td>\n",
       "      <td>0.060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>12.000</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Maine</td>\n",
       "      <td>2.350</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>7.375</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>4.650</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>8.000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>2.250</td>\n",
       "      <td>0.44</td>\n",
       "      <td>0.120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>5.600</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>New York</td>\n",
       "      <td>33.700</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ohio</td>\n",
       "      <td>16.500</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>4.000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>11.300</td>\n",
       "      <td>7.93</td>\n",
       "      <td>0.040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>3.000</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Texas</td>\n",
       "      <td>7.000</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Utah</td>\n",
       "      <td>1.000</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             State  num_Maximum Passenger Vehicle Fee  \\\n",
       "0       California                             11.700   \n",
       "1         Colorado                              4.650   \n",
       "2         Delaware                              4.000   \n",
       "3          Florida                              6.750   \n",
       "4         Illinois                              4.200   \n",
       "5          Indiana                             10.000   \n",
       "6           Kansas                             12.000   \n",
       "7            Maine                              2.350   \n",
       "8         Maryland                              7.375   \n",
       "9    Massachusetts                              4.650   \n",
       "10       Minnesota                              8.000   \n",
       "11   New Hampshire                              2.250   \n",
       "12      New Jersey                              5.600   \n",
       "13        New York                             33.700   \n",
       "14            Ohio                             16.500   \n",
       "15        Oklahoma                              4.000   \n",
       "16    Pennsylvania                             11.300   \n",
       "17     Puerto Rico                              1.000   \n",
       "18  South Carolina                              3.000   \n",
       "19           Texas                              7.000   \n",
       "20            Utah                              1.000   \n",
       "21        Virginia                                NaN   \n",
       "22   West Virginia                                NaN   \n",
       "\n",
       "    num_Minimum Passenger Vehicle Fee  \\\n",
       "0                                0.30   \n",
       "1                                0.70   \n",
       "2                                 NaN   \n",
       "3                                0.50   \n",
       "4                                2.70   \n",
       "5                                4.65   \n",
       "6                                0.30   \n",
       "7                                0.60   \n",
       "8                                1.75   \n",
       "9                                0.35   \n",
       "10                               0.25   \n",
       "11                               0.44   \n",
       "12                               4.90   \n",
       "13                               0.15   \n",
       "14                               0.50   \n",
       "15                               0.25   \n",
       "16                               7.93   \n",
       "17                               1.00   \n",
       "18                               0.75   \n",
       "19                               0.10   \n",
       "20                               0.25   \n",
       "21                               0.50   \n",
       "22                                NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile  \n",
       "0                                                 NaN    \n",
       "1                                               0.370    \n",
       "2                                               0.230    \n",
       "3                                               0.050    \n",
       "4                                               0.040    \n",
       "5                                               0.060    \n",
       "6                                               0.050    \n",
       "7                                               0.050    \n",
       "8                                               0.165    \n",
       "9                                               0.030    \n",
       "10                                              0.140    \n",
       "11                                              0.120    \n",
       "12                                                NaN    \n",
       "13                                              0.050    \n",
       "14                                              0.060    \n",
       "15                                              0.050    \n",
       "16                                              0.040    \n",
       "17                                              0.130    \n",
       "18                                              0.190    \n",
       "19                                              0.130    \n",
       "20                                              0.020    \n",
       "21                                              0.500    \n",
       "22                                                NaN    "
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.groupby(\"State\").agg({\n",
    "        \"num_Average Passenger Vehicle Cost per Vehicle-Mile\":np.nanmedian,\n",
    "        \"num_Maximum Passenger Vehicle Fee\":np.nanmedian,\n",
    "        \"num_Minimum Passenger Vehicle Fee\":np.nanmedian}).reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.0</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.0</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.4</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.0</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.6</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        State                  Name of Facility HPMS Toll ID  \\\n",
       "3  California        I-15 Value Pricing Project           16   \n",
       "4  California         I-680 SMART Carpool Lanes          297   \n",
       "5  California  I-880 / SR 237 Express Connector          298   \n",
       "6  California               I-110 Express Lanes          313   \n",
       "7  California                I-10 Express Lanes          338   \n",
       "\n",
       "                    Financing or Operating Authority  \\\n",
       "3           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4        Alameda County Congestion Management Agency   \n",
       "5        Santa Clara Valley Transportation Authority   \n",
       "6  Los Angeles County Metropolitan Transportation...   \n",
       "7  Los Angeles County Metropolitan Transportation...   \n",
       "\n",
       "                            From               To  Length 1/ Miles Kilometers  \\\n",
       "3       SR 56/ Ted Williams Pkwy            SR 52              8.0      12.87   \n",
       "4              SR 84/ Pleasanton  SR 237 Milpitas             14.0      22.53   \n",
       "5                          I-880           SR 237              4.0       6.44   \n",
       "6  Harbor Gateway Transit Center       Adams Blvd             11.0      17.70   \n",
       "7       Alameda St/Union Station            I-605             14.0      22.53   \n",
       "\n",
       "  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "3       Urban               15     ...                   NaN   \n",
       "4       Urban              680     ...                 $0.00   \n",
       "5       Urban              880     ...                   NaN   \n",
       "6       Urban              110     ...                   NaN   \n",
       "7       Urban               10     ...                   NaN   \n",
       "\n",
       "  Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "3               NaN                                 NaN   \n",
       "4             $0.00                                 NaN   \n",
       "5               NaN                                 NaN   \n",
       "6               NaN                                 NaN   \n",
       "7               NaN                                 NaN   \n",
       "\n",
       "  num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "3                               8.0                              0.50   \n",
       "4                               8.0                              0.30   \n",
       "5                               NaN                              0.30   \n",
       "6                              15.4                              0.25   \n",
       "7                              19.6                              0.25   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                                NaN                    NaN   \n",
       "4                                                NaN                    0.0   \n",
       "5                                                NaN                    NaN   \n",
       "6                                                NaN                    NaN   \n",
       "7                                                NaN                    NaN   \n",
       "\n",
       "  num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "3                   NaN                                     NaN  interstate  \n",
       "4                   0.0                                     NaN  interstate  \n",
       "5                   NaN                                     NaN  interstate  \n",
       "6                   NaN                                     NaN  interstate  \n",
       "7                   NaN                                     NaN  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[interstate[\"State\"] == \"California\"]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "wm = lambda x: np.average(x, weights=interstate.loc[x.index, \"Length 1/ Miles\"])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "interstate_weighted = interstate.groupby(\"State\").agg({\n",
    "        \"num_Average Passenger Vehicle Cost per Vehicle-Mile\":wm,\n",
    "        \"num_Maximum Passenger Vehicle Fee\":wm,\n",
    "        \"num_Minimum Passenger Vehicle Fee\":wm\n",
    "    }).reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "23"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(interstate[\"State\"].unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "23"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(non_interstate[\"State\"].unique())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ohio</td>\n",
       "      <td>16.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>12.358191</td>\n",
       "      <td>9.372973</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>10.506163</td>\n",
       "      <td>2.460859</td>\n",
       "      <td>0.154845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Indiana</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Texas</td>\n",
       "      <td>6.717348</td>\n",
       "      <td>0.434975</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>6.605896</td>\n",
       "      <td>3.059622</td>\n",
       "      <td>0.060230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>6.110077</td>\n",
       "      <td>0.305075</td>\n",
       "      <td>0.034493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.370000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>4.263657</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.190000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Maine</td>\n",
       "      <td>2.353376</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.035104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>0.109476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Utah</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.020000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>California</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.306863</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Florida</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.439683</td>\n",
       "      <td>0.049153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>New York</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             State  num_Maximum Passenger Vehicle Fee  \\\n",
       "14            Ohio                          16.500000   \n",
       "12      New Jersey                          12.358191   \n",
       "6           Kansas                          12.000000   \n",
       "8         Maryland                          10.506163   \n",
       "5          Indiana                          10.000000   \n",
       "10       Minnesota                           8.000000   \n",
       "19           Texas                           6.717348   \n",
       "4         Illinois                           6.605896   \n",
       "9    Massachusetts                           6.110077   \n",
       "1         Colorado                           4.650000   \n",
       "15        Oklahoma                           4.263657   \n",
       "2         Delaware                           4.000000   \n",
       "18  South Carolina                           3.000000   \n",
       "7            Maine                           2.353376   \n",
       "17     Puerto Rico                           1.049890   \n",
       "20            Utah                           1.000000   \n",
       "0       California                                NaN   \n",
       "3          Florida                                NaN   \n",
       "11   New Hampshire                                NaN   \n",
       "13        New York                                NaN   \n",
       "16    Pennsylvania                                NaN   \n",
       "21        Virginia                                NaN   \n",
       "22   West Virginia                                NaN   \n",
       "\n",
       "    num_Minimum Passenger Vehicle Fee  \\\n",
       "14                           0.500000   \n",
       "12                           9.372973   \n",
       "6                            0.300000   \n",
       "8                            2.460859   \n",
       "5                            4.650000   \n",
       "10                           0.250000   \n",
       "19                           0.434975   \n",
       "4                            3.059622   \n",
       "9                            0.305075   \n",
       "1                            0.700000   \n",
       "15                           0.250000   \n",
       "2                                 NaN   \n",
       "18                           0.750000   \n",
       "7                            0.600000   \n",
       "17                           1.049890   \n",
       "20                           0.250000   \n",
       "0                            0.306863   \n",
       "3                            2.439683   \n",
       "11                                NaN   \n",
       "13                                NaN   \n",
       "16                                NaN   \n",
       "21                           0.500000   \n",
       "22                                NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile  \n",
       "14                                           0.060000    \n",
       "12                                                NaN    \n",
       "6                                            0.050000    \n",
       "8                                            0.154845    \n",
       "5                                            0.060000    \n",
       "10                                                NaN    \n",
       "19                                                NaN    \n",
       "4                                            0.060230    \n",
       "9                                            0.034493    \n",
       "1                                            0.370000    \n",
       "15                                           0.050000    \n",
       "2                                                 NaN    \n",
       "18                                           0.190000    \n",
       "7                                            0.035104    \n",
       "17                                           0.109476    \n",
       "20                                           0.020000    \n",
       "0                                                 NaN    \n",
       "3                                            0.049153    \n",
       "11                                                NaN    \n",
       "13                                                NaN    \n",
       "16                                                NaN    \n",
       "21                                           0.500000    \n",
       "22                                                NaN    "
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate_weighted.sort_values(by=\"num_Maximum Passenger Vehicle Fee\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>4.263657</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Utah</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.020000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>6.110077</td>\n",
       "      <td>0.305075</td>\n",
       "      <td>0.034493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>California</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.306863</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Texas</td>\n",
       "      <td>6.717348</td>\n",
       "      <td>0.434975</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ohio</td>\n",
       "      <td>16.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Maine</td>\n",
       "      <td>2.353376</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.035104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.370000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.190000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>0.109476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Florida</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.439683</td>\n",
       "      <td>0.049153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>10.506163</td>\n",
       "      <td>2.460859</td>\n",
       "      <td>0.154845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>6.605896</td>\n",
       "      <td>3.059622</td>\n",
       "      <td>0.060230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Indiana</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>12.358191</td>\n",
       "      <td>9.372973</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>New York</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             State  num_Maximum Passenger Vehicle Fee  \\\n",
       "15        Oklahoma                           4.263657   \n",
       "10       Minnesota                           8.000000   \n",
       "20            Utah                           1.000000   \n",
       "6           Kansas                          12.000000   \n",
       "9    Massachusetts                           6.110077   \n",
       "0       California                                NaN   \n",
       "19           Texas                           6.717348   \n",
       "14            Ohio                          16.500000   \n",
       "21        Virginia                                NaN   \n",
       "7            Maine                           2.353376   \n",
       "1         Colorado                           4.650000   \n",
       "18  South Carolina                           3.000000   \n",
       "17     Puerto Rico                           1.049890   \n",
       "3          Florida                                NaN   \n",
       "8         Maryland                          10.506163   \n",
       "4         Illinois                           6.605896   \n",
       "5          Indiana                          10.000000   \n",
       "12      New Jersey                          12.358191   \n",
       "2         Delaware                           4.000000   \n",
       "11   New Hampshire                                NaN   \n",
       "13        New York                                NaN   \n",
       "16    Pennsylvania                                NaN   \n",
       "22   West Virginia                                NaN   \n",
       "\n",
       "    num_Minimum Passenger Vehicle Fee  \\\n",
       "15                           0.250000   \n",
       "10                           0.250000   \n",
       "20                           0.250000   \n",
       "6                            0.300000   \n",
       "9                            0.305075   \n",
       "0                            0.306863   \n",
       "19                           0.434975   \n",
       "14                           0.500000   \n",
       "21                           0.500000   \n",
       "7                            0.600000   \n",
       "1                            0.700000   \n",
       "18                           0.750000   \n",
       "17                           1.049890   \n",
       "3                            2.439683   \n",
       "8                            2.460859   \n",
       "4                            3.059622   \n",
       "5                            4.650000   \n",
       "12                           9.372973   \n",
       "2                                 NaN   \n",
       "11                                NaN   \n",
       "13                                NaN   \n",
       "16                                NaN   \n",
       "22                                NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile  \n",
       "15                                           0.050000    \n",
       "10                                                NaN    \n",
       "20                                           0.020000    \n",
       "6                                            0.050000    \n",
       "9                                            0.034493    \n",
       "0                                                 NaN    \n",
       "19                                                NaN    \n",
       "14                                           0.060000    \n",
       "21                                           0.500000    \n",
       "7                                            0.035104    \n",
       "1                                            0.370000    \n",
       "18                                           0.190000    \n",
       "17                                           0.109476    \n",
       "3                                            0.049153    \n",
       "8                                            0.154845    \n",
       "4                                            0.060230    \n",
       "5                                            0.060000    \n",
       "12                                                NaN    \n",
       "2                                                 NaN    \n",
       "11                                                NaN    \n",
       "13                                                NaN    \n",
       "16                                                NaN    \n",
       "22                                                NaN    "
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate_weighted.sort_values(by=\"num_Minimum Passenger Vehicle Fee\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>236.9</td>\n",
       "      <td>381.25</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.9</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>111.2</td>\n",
       "      <td>178.96</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.9</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>89.5</td>\n",
       "      <td>144.04</td>\n",
       "      <td>Rural</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.9</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>56.6</td>\n",
       "      <td>91.09</td>\n",
       "      <td>Urban</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.9</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>New York</td>\n",
       "      <td>Berkshire Section</td>\n",
       "      <td>184</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Exit B1 (US 9)</td>\n",
       "      <td>Massachusetts Line</td>\n",
       "      <td>17.9</td>\n",
       "      <td>28.81</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.7</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.9</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       State                          Name of Facility HPMS Toll ID  \\\n",
       "47  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "48  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "49  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "50  New York  Gov. Thomas E. Dewey Thruway (Main Line)          183   \n",
       "51  New York                         Berkshire Section          184   \n",
       "\n",
       "   Financing or Operating Authority               From                  To  \\\n",
       "47       NY State Thruway Authority  Pennsylvania Line              Albany   \n",
       "48       NY State Thruway Authority  Pennsylvania Line              Albany   \n",
       "49       NY State Thruway Authority      New York City              Albany   \n",
       "50       NY State Thruway Authority      New York City              Albany   \n",
       "51       NY State Thruway Authority     Exit B1 (US 9)  Massachusetts Line   \n",
       "\n",
       "    Length 1/ Miles Kilometers Rural/Urban Interstate Route     ...      \\\n",
       "47            236.9     381.25       Rural               90     ...       \n",
       "48            111.2     178.96       Urban               90     ...       \n",
       "49             89.5     144.04       Rural               87     ...       \n",
       "50             56.6      91.09       Urban               87     ...       \n",
       "51             17.9      28.81       Rural               90     ...       \n",
       "\n",
       "   Maximum Truck Fee Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "47           $137.90             $0.40                               $0.24   \n",
       "48           $137.90             $0.40                               $0.24   \n",
       "49           $137.90             $0.40                               $0.24   \n",
       "50           $137.90             $0.40                               $0.24   \n",
       "51           $137.90             $0.40                               $0.24   \n",
       "\n",
       "   num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "47                              33.7                              0.15   \n",
       "48                              33.7                              0.15   \n",
       "49                              33.7                              0.15   \n",
       "50                              33.7                              0.15   \n",
       "51                              33.7                              0.15   \n",
       "\n",
       "   num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "47                                               0.05                  137.9   \n",
       "48                                               0.05                  137.9   \n",
       "49                                               0.05                  137.9   \n",
       "50                                               0.05                  137.9   \n",
       "51                                               0.05                  137.9   \n",
       "\n",
       "   num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "47                   0.4                                    0.24  interstate  \n",
       "48                   0.4                                    0.24  interstate  \n",
       "49                   0.4                                    0.24  interstate  \n",
       "50                   0.4                                    0.24  interstate  \n",
       "51                   0.4                                    0.24  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.sort_values(by=\"num_Maximum Passenger Vehicle Fee\",ascending=False).head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Chicago Skyway</td>\n",
       "      <td>75</td>\n",
       "      <td>Skyway Concession Company, LLC</td>\n",
       "      <td>I-94 in Chicago</td>\n",
       "      <td>Indiana Stateline</td>\n",
       "      <td>7.70</td>\n",
       "      <td>12.39</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$29.40</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.51</td>\n",
       "      <td>29.40</td>\n",
       "      <td>16.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>495 Express Lanes</td>\n",
       "      <td>312</td>\n",
       "      <td>Capital Beltway Express, LLC</td>\n",
       "      <td>Old Dominion Drive</td>\n",
       "      <td>I-95</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>HOV/Tolled Express Lanes</td>\n",
       "      <td>24</td>\n",
       "      <td>Plenary Roads Denver</td>\n",
       "      <td>20th Ave, downtown Denver</td>\n",
       "      <td>US 36 and Kalamath St.</td>\n",
       "      <td>7.00</td>\n",
       "      <td>11.27</td>\n",
       "      <td>Urban</td>\n",
       "      <td>25</td>\n",
       "      <td>...</td>\n",
       "      <td>$24.98</td>\n",
       "      <td>$18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.65</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.37</td>\n",
       "      <td>24.98</td>\n",
       "      <td>18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>11.20</td>\n",
       "      <td>18.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$11.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>$0.28</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.23</td>\n",
       "      <td>11.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>0.28</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Dávila Mosanto</td>\n",
       "      <td>293</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-52</td>\n",
       "      <td>PR-713</td>\n",
       "      <td>4.72</td>\n",
       "      <td>7.60</td>\n",
       "      <td>Rural</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.62</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.21</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.62</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>Southern Connector</td>\n",
       "      <td>219</td>\n",
       "      <td>Connector 2000 Association</td>\n",
       "      <td>I-385/ US 276</td>\n",
       "      <td>I-85</td>\n",
       "      <td>16.00</td>\n",
       "      <td>25.75</td>\n",
       "      <td>Rural</td>\n",
       "      <td>185</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.00</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.19</td>\n",
       "      <td>12.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.40</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-866, San Juan West Urbanized Boundary</td>\n",
       "      <td>PR-659, Dorado East Municipal Limit</td>\n",
       "      <td>5.28</td>\n",
       "      <td>8.50</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.55</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.19</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.55</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-184</td>\n",
       "      <td>PR-1, Caguas South Urban Limit</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.52</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.18</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.52</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-137, Vega Baja West Urban Limit</td>\n",
       "      <td>PR-140, Florida-Barceloneta and Arecibo Urbani...</td>\n",
       "      <td>8.37</td>\n",
       "      <td>13.47</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.46</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.18</td>\n",
       "      <td>5.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.46</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>John F. Kennedy Memorial Highway - Express Tol...</td>\n",
       "      <td>98</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>I-895</td>\n",
       "      <td>MD 43</td>\n",
       "      <td>9.63</td>\n",
       "      <td>15.50</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$19.74</td>\n",
       "      <td>$5.25</td>\n",
       "      <td>$1.30</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.18</td>\n",
       "      <td>19.74</td>\n",
       "      <td>5.25</td>\n",
       "      <td>1.30</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-10, Arecibo Southeast Urban Limit</td>\n",
       "      <td>PR-2, Hatillo</td>\n",
       "      <td>5.72</td>\n",
       "      <td>9.21</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.51</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.51</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-26 Int. PR-3, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>8.62</td>\n",
       "      <td>13.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.25</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.17</td>\n",
       "      <td>4.25</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.39</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-2</td>\n",
       "      <td>PR-866 San Juan West Urbanized Boundary</td>\n",
       "      <td>6.15</td>\n",
       "      <td>9.90</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.48</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.16</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.48</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-2, Ponce Southwest Urban Limit</td>\n",
       "      <td>PR-1, Ponce Southwest Urban Limit</td>\n",
       "      <td>4.97</td>\n",
       "      <td>8.00</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.15</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.39</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-95 Exit 1 in Seabrook</td>\n",
       "      <td>I-95 Exit 3 in Portsmouth</td>\n",
       "      <td>11.30</td>\n",
       "      <td>18.19</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$1.35</td>\n",
       "      <td>$0.67</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.15</td>\n",
       "      <td>7.50</td>\n",
       "      <td>1.35</td>\n",
       "      <td>0.67</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>JCT 12 (Wayzata Blvd)</td>\n",
       "      <td>I-94 (Minneapolis, MN)</td>\n",
       "      <td>11.00</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>394</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.15</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>John F. Kennedy Memorial Highway</td>\n",
       "      <td>94</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>Northern Baltimore City Line</td>\n",
       "      <td>Delaware Border</td>\n",
       "      <td>50.00</td>\n",
       "      <td>80.50</td>\n",
       "      <td>Rural</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$75.00</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$0.91</td>\n",
       "      <td>12.00</td>\n",
       "      <td>2.80</td>\n",
       "      <td>0.15</td>\n",
       "      <td>75.00</td>\n",
       "      <td>16.00</td>\n",
       "      <td>0.91</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Florida</td>\n",
       "      <td>I-95 Express</td>\n",
       "      <td>302</td>\n",
       "      <td>FL Dept of Transportation</td>\n",
       "      <td>I-395</td>\n",
       "      <td>Golden Glades (TPK, US 441, SR 826)</td>\n",
       "      <td>7.00</td>\n",
       "      <td>11.27</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>Canovanas</td>\n",
       "      <td>Rio Grande</td>\n",
       "      <td>10.81</td>\n",
       "      <td>17.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.25</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.44</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.14</td>\n",
       "      <td>4.25</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.44</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>JCT TH-42 (Burnsville, MN)</td>\n",
       "      <td>I-94 (Minneapolis, MN)</td>\n",
       "      <td>16.00</td>\n",
       "      <td>25.75</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35W</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.13</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Texas</td>\n",
       "      <td>Katy Managed Lanes</td>\n",
       "      <td>246</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>IH 610</td>\n",
       "      <td>SH 6</td>\n",
       "      <td>12.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>$21.00</td>\n",
       "      <td>$7.00</td>\n",
       "      <td>$1.42</td>\n",
       "      <td>7.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.13</td>\n",
       "      <td>21.00</td>\n",
       "      <td>7.00</td>\n",
       "      <td>1.42</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Dávila Mosanto</td>\n",
       "      <td>293</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-713</td>\n",
       "      <td>PR-54</td>\n",
       "      <td>3.83</td>\n",
       "      <td>6.16</td>\n",
       "      <td>Rural</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.25</td>\n",
       "      <td>$0.50</td>\n",
       "      <td>$0.38</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.25</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.38</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Celso Barbosa</td>\n",
       "      <td>292</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-3, Humacao</td>\n",
       "      <td>PR-9914, Yabucoa</td>\n",
       "      <td>7.63</td>\n",
       "      <td>12.28</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.38</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.13</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.38</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-853, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.34</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.34</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-853, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.34</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.34</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Celso Barbosa</td>\n",
       "      <td>292</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-3, Fajardo South Urban Limit</td>\n",
       "      <td>PR-973</td>\n",
       "      <td>8.43</td>\n",
       "      <td>13.57</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.12</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.35</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-1, Caguas South Urban Limit</td>\n",
       "      <td>PR-1, San Juan Urban Area</td>\n",
       "      <td>14.30</td>\n",
       "      <td>23.01</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.27</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.10</td>\n",
       "      <td>5.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.27</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>MonteHiedra Avenue</td>\n",
       "      <td>PR-1 &amp; PR-18 (San Juan)</td>\n",
       "      <td>3.40</td>\n",
       "      <td>5.47</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.10</td>\n",
       "      <td>1.95</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-659, Dorado East Municipal Limit</td>\n",
       "      <td>PR-137, Vega Baja West Urban Limit</td>\n",
       "      <td>11.06</td>\n",
       "      <td>17.80</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-93 Exit 10 in Hooksett</td>\n",
       "      <td>I-93 Exit 12 in Concord</td>\n",
       "      <td>9.49</td>\n",
       "      <td>15.27</td>\n",
       "      <td>Rural/Urban</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$0.90</td>\n",
       "      <td>$0.22</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.09</td>\n",
       "      <td>5.50</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.22</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>Massachusetts Turnpike</td>\n",
       "      <td>103</td>\n",
       "      <td>MassDot</td>\n",
       "      <td>New York State Line</td>\n",
       "      <td>I-93 Boston</td>\n",
       "      <td>38.42</td>\n",
       "      <td>61.87</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.55</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>1.40</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.02</td>\n",
       "      <td>9.55</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.13</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Utah</td>\n",
       "      <td>Express Lanes (Salt Lake City)</td>\n",
       "      <td>267</td>\n",
       "      <td>Utah Department of Transportation</td>\n",
       "      <td>US-6 (Spanish Fork, MP 258.8)</td>\n",
       "      <td>SR-126 (MP 331.8)</td>\n",
       "      <td>61.90</td>\n",
       "      <td>99.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76 (MP A20.4)</td>\n",
       "      <td>I-81 (MP A130.0)</td>\n",
       "      <td>109.60</td>\n",
       "      <td>176.38</td>\n",
       "      <td>Rural</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>$503.20</td>\n",
       "      <td>$14.14</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>12.50</td>\n",
       "      <td>8.62</td>\n",
       "      <td>0.02</td>\n",
       "      <td>503.20</td>\n",
       "      <td>14.14</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.00</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.00</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.00</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.40</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.60</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Urban</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>Cayuga Street (St. Paul)</td>\n",
       "      <td>County Trunk Highway J (White Bear Twnshp)</td>\n",
       "      <td>12.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-293 Exit 3 in Bedford</td>\n",
       "      <td>I-293 Exit 10 in Hooksett</td>\n",
       "      <td>7.43</td>\n",
       "      <td>11.95</td>\n",
       "      <td>Urban</td>\n",
       "      <td>293</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-93 Exit 12 in Concord</td>\n",
       "      <td>I-93 Exit 14 in Concord</td>\n",
       "      <td>2.27</td>\n",
       "      <td>3.65</td>\n",
       "      <td>Urban</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>Massachusetts State Line</td>\n",
       "      <td>I-95 Exit 1 in Seabrook</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-95 Exit 3 in Portsmouth</td>\n",
       "      <td>Maine State Line</td>\n",
       "      <td>3.74</td>\n",
       "      <td>6.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>152</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>George Washington Bridge</td>\n",
       "      <td>76.78</td>\n",
       "      <td>123.57</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$56.85</td>\n",
       "      <td>$43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.85</td>\n",
       "      <td>10.40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.85</td>\n",
       "      <td>43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Newark Bay Extension</td>\n",
       "      <td>150</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Interchange 1/9</td>\n",
       "      <td>Holland Tunnel</td>\n",
       "      <td>8.17</td>\n",
       "      <td>13.15</td>\n",
       "      <td>Urban</td>\n",
       "      <td>78</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.60</td>\n",
       "      <td>$4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Pearl Harbor Memorial Extension (formerly kno...</td>\n",
       "      <td>151</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>5.70</td>\n",
       "      <td>9.17</td>\n",
       "      <td>Rural</td>\n",
       "      <td>276</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>New York</td>\n",
       "      <td>Niagara Section</td>\n",
       "      <td>185</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Buffalo</td>\n",
       "      <td>Niagara Falls</td>\n",
       "      <td>21.60</td>\n",
       "      <td>34.76</td>\n",
       "      <td>Urban</td>\n",
       "      <td>190</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>New York</td>\n",
       "      <td>New England Section</td>\n",
       "      <td>186</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pelham Parkway, New York, NY</td>\n",
       "      <td>Connecticut Line</td>\n",
       "      <td>15.00</td>\n",
       "      <td>24.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.75</td>\n",
       "      <td>$3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>1.66</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.75</td>\n",
       "      <td>3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Eastern Extension</td>\n",
       "      <td>209</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Carlisle</td>\n",
       "      <td>Valley Forge</td>\n",
       "      <td>5.20</td>\n",
       "      <td>8.37</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76</td>\n",
       "      <td>I-81</td>\n",
       "      <td>22.70</td>\n",
       "      <td>36.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Western Extension</td>\n",
       "      <td>211</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Irwin</td>\n",
       "      <td>Ohio Line</td>\n",
       "      <td>13.00</td>\n",
       "      <td>20.92</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 635 East of Luna Road</td>\n",
       "      <td>Greenville Avenue</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.23</td>\n",
       "      <td>Urban</td>\n",
       "      <td>635</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35E South of SL 12</td>\n",
       "      <td>South of Valwood Parkway</td>\n",
       "      <td>5.80</td>\n",
       "      <td>9.34</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Texas</td>\n",
       "      <td>North Tarrant Express - Segments 1 &amp; 2W</td>\n",
       "      <td>308</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35 W</td>\n",
       "      <td>SH 161</td>\n",
       "      <td>13.30</td>\n",
       "      <td>21.40</td>\n",
       "      <td>Urban</td>\n",
       "      <td>820</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.88</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.98</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.88</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Texas</td>\n",
       "      <td>Tom Landry Expressway (I-30)</td>\n",
       "      <td>329</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>Bairds Farm Road/ Legends Way</td>\n",
       "      <td>Sylvan Ave</td>\n",
       "      <td>16.18</td>\n",
       "      <td>26.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>30</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 North (North Freeway) HOV/HOT Lane</td>\n",
       "      <td>341</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Franklin</td>\n",
       "      <td>Parramatta</td>\n",
       "      <td>19.90</td>\n",
       "      <td>32.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>7.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 South (Gulf Freeway ) HOV/HOT Lane</td>\n",
       "      <td>342</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Bastrop</td>\n",
       "      <td>Dixie Farm Road</td>\n",
       "      <td>15.50</td>\n",
       "      <td>24.94</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>6.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>68.80</td>\n",
       "      <td>110.72</td>\n",
       "      <td>Rural</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>18.00</td>\n",
       "      <td>28.97</td>\n",
       "      <td>Urban</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>106 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              State                                   Name of Facility  \\\n",
       "19         Illinois                                     Chicago Skyway   \n",
       "106        Virginia                                  495 Express Lanes   \n",
       "8          Colorado                           HOV/Tolled Express Lanes   \n",
       "9          Delaware  John F. Kennedy Memorial Highway (Delaware Tur...   \n",
       "88      Puerto Rico              PR-53 Expressway: José Dávila Mosanto   \n",
       "97   South Carolina                                 Southern Connector   \n",
       "85      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "77      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "82      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "32         Maryland  John F. Kennedy Memorial Highway - Express Tol...   \n",
       "80      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "92      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "84      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "72      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "42    New Hampshire                                 Blue Star Turnpike   \n",
       "36        Minnesota                                             MNPass   \n",
       "31         Maryland                  John F. Kennedy Memorial Highway    \n",
       "12          Florida                                       I-95 Express   \n",
       "95      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "35        Minnesota                                             MNPass   \n",
       "98            Texas                                 Katy Managed Lanes   \n",
       "87      Puerto Rico              PR-53 Expressway: José Dávila Mosanto   \n",
       "91      Puerto Rico               PR-53 Expressway: José Celso Barbosa   \n",
       "93      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "94      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "89      Puerto Rico               PR-53 Expressway: José Celso Barbosa   \n",
       "78      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "79      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "83      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "39    New Hampshire                              F.E. Everett Turnpike   \n",
       "..              ...                                                ...   \n",
       "33    Massachusetts                             Massachusetts Turnpike   \n",
       "105            Utah                     Express Lanes (Salt Lake City)   \n",
       "67     Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "3        California                         I-15 Value Pricing Project   \n",
       "4        California                          I-680 SMART Carpool Lanes   \n",
       "5        California                   I-880 / SR 237 Express Connector   \n",
       "6        California                                I-110 Express Lanes   \n",
       "7        California                                 I-10 Express Lanes   \n",
       "10         Delaware  John F. Kennedy Memorial Highway (Delaware Tur...   \n",
       "37        Minnesota                                             MNPass   \n",
       "38    New Hampshire                              F.E. Everett Turnpike   \n",
       "40    New Hampshire                              F.E. Everett Turnpike   \n",
       "41    New Hampshire                                 Blue Star Turnpike   \n",
       "43    New Hampshire                                 Blue Star Turnpike   \n",
       "44       New Jersey                               New Jersey Turnpike    \n",
       "45       New Jersey                               Newark Bay Extension   \n",
       "46       New Jersey   Pearl Harbor Memorial Extension (formerly kno...   \n",
       "52         New York                                    Niagara Section   \n",
       "53         New York                                New England Section   \n",
       "66     Pennsylvania            Pennsylvania Turnpike Eastern Extension   \n",
       "68     Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "70     Pennsylvania            Pennsylvania Turnpike Western Extension   \n",
       "99            Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "100           Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "101           Texas          North Tarrant Express - Segments 1 & 2W     \n",
       "102           Texas                       Tom Landry Expressway (I-30)   \n",
       "103           Texas           IH 45 North (North Freeway) HOV/HOT Lane   \n",
       "104           Texas           IH 45 South (Gulf Freeway ) HOV/HOT Lane   \n",
       "107   West Virginia                             West Virginia Turnpike   \n",
       "108   West Virginia                             West Virginia Turnpike   \n",
       "\n",
       "    HPMS Toll ID                   Financing or Operating Authority  \\\n",
       "19            75                     Skyway Concession Company, LLC   \n",
       "106          312                       Capital Beltway Express, LLC   \n",
       "8             24                               Plenary Roads Denver   \n",
       "9             28                                   DE Dept of Trans   \n",
       "88           293   Puerto Rico Highway and Transportation Authority   \n",
       "97           219                         Connector 2000 Association   \n",
       "85           291                                        Metropistas   \n",
       "77           290   Puerto Rico Highway and Transportation Authority   \n",
       "82           291                                        Metropistas   \n",
       "32            98                 MD Transportation Authority (MDTA)   \n",
       "80           291                                        Metropistas   \n",
       "92           296   Puerto Rico Highway and Transportation Authority   \n",
       "84           291                                        Metropistas   \n",
       "72           290   Puerto Rico Highway and Transportation Authority   \n",
       "42           117                    NH Department of Transportation   \n",
       "36           113                                   MN Dept of Trans   \n",
       "31            94                 MD Transportation Authority (MDTA)   \n",
       "12           302                          FL Dept of Transportation   \n",
       "95           296   Puerto Rico Highway and Transportation Authority   \n",
       "35           113                                   MN Dept of Trans   \n",
       "98           246                  Harris County Toll Road Authority   \n",
       "87           293   Puerto Rico Highway and Transportation Authority   \n",
       "91           292   Puerto Rico Highway and Transportation Authority   \n",
       "93           296   Puerto Rico Highway and Transportation Authority   \n",
       "94           296   Puerto Rico Highway and Transportation Authority   \n",
       "89           292   Puerto Rico Highway and Transportation Authority   \n",
       "78           290   Puerto Rico Highway and Transportation Authority   \n",
       "79           290   Puerto Rico Highway and Transportation Authority   \n",
       "83           291                                        Metropistas   \n",
       "39           118                    NH Department of Transportation   \n",
       "..           ...                                                ...   \n",
       "33           103                                            MassDot   \n",
       "105          267                  Utah Department of Transportation   \n",
       "67           210                             PA Turnpike Commission   \n",
       "3             16           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4            297        Alameda County Congestion Management Agency   \n",
       "5            298        Santa Clara Valley Transportation Authority   \n",
       "6            313  Los Angeles County Metropolitan Transportation...   \n",
       "7            338  Los Angeles County Metropolitan Transportation...   \n",
       "10            28                                   DE Dept of Trans   \n",
       "37           113                                   MN Dept of Trans   \n",
       "38           118                    NH Department of Transportation   \n",
       "40           118                    NH Department of Transportation   \n",
       "41           117                    NH Department of Transportation   \n",
       "43           117                    NH Department of Transportation   \n",
       "44           152                              NJ Turnpike Authority   \n",
       "45           150                              NJ Turnpike Authority   \n",
       "46           151                              NJ Turnpike Authority   \n",
       "52           185                         NY State Thruway Authority   \n",
       "53           186                         NY State Thruway Authority   \n",
       "66           209                             PA Turnpike Commission   \n",
       "68           210                             PA Turnpike Commission   \n",
       "70           211                             PA Turnpike Commission   \n",
       "99           307                 Texas Department of Transportation   \n",
       "100          307                 Texas Department of Transportation   \n",
       "101          308                 Texas Department of Transportation   \n",
       "102          329                 Texas Department of Transportation   \n",
       "103          341    Metropolitan Transit Authority of Harris County   \n",
       "104          342    Metropolitan Transit Authority of Harris County   \n",
       "107          288   WV Parkways Economic Development & Tourism Au...   \n",
       "108          288   WV Parkways Economic Development & Tourism Au...   \n",
       "\n",
       "                                         From  \\\n",
       "19                            I-94 in Chicago   \n",
       "106                        Old Dominion Drive   \n",
       "8                   20th Ave, downtown Denver   \n",
       "9                               Maryland Line   \n",
       "88                                      PR-52   \n",
       "97                              I-385/ US 276   \n",
       "85   PR-866, San Juan West Urbanized Boundary   \n",
       "77                                     PR-184   \n",
       "82         PR-137, Vega Baja West Urban Limit   \n",
       "32                                      I-895   \n",
       "80       PR-10, Arecibo Southeast Urban Limit   \n",
       "92                  PR-26 Int. PR-3, Carolina   \n",
       "84                                       PR-2   \n",
       "72          PR-2, Ponce Southwest Urban Limit   \n",
       "42                    I-95 Exit 1 in Seabrook   \n",
       "36                      JCT 12 (Wayzata Blvd)   \n",
       "31               Northern Baltimore City Line   \n",
       "12                                      I-395   \n",
       "95                                  Canovanas   \n",
       "35                 JCT TH-42 (Burnsville, MN)   \n",
       "98                                     IH 610   \n",
       "87                                     PR-713   \n",
       "91                              PR-3, Humacao   \n",
       "93                           PR-853, Carolina   \n",
       "94                           PR-853, Carolina   \n",
       "89            PR-3, Fajardo South Urban Limit   \n",
       "78             PR-1, Caguas South Urban Limit   \n",
       "79                         MonteHiedra Avenue   \n",
       "83        PR-659, Dorado East Municipal Limit   \n",
       "39                   I-93 Exit 10 in Hooksett   \n",
       "..                                        ...   \n",
       "33                        New York State Line   \n",
       "105             US-6 (Spanish Fork, MP 258.8)   \n",
       "67                            I-76 (MP A20.4)   \n",
       "3                    SR 56/ Ted Williams Pkwy   \n",
       "4                           SR 84/ Pleasanton   \n",
       "5                                       I-880   \n",
       "6               Harbor Gateway Transit Center   \n",
       "7                    Alameda St/Union Station   \n",
       "10                              Maryland Line   \n",
       "37                   Cayuga Street (St. Paul)   \n",
       "38                    I-293 Exit 3 in Bedford   \n",
       "40                    I-93 Exit 12 in Concord   \n",
       "41                   Massachusetts State Line   \n",
       "43                  I-95 Exit 3 in Portsmouth   \n",
       "44                     Delaware River Bridge    \n",
       "45                            Interchange 1/9   \n",
       "46                      Delaware River Bridge   \n",
       "52                                    Buffalo   \n",
       "53               Pelham Parkway, New York, NY   \n",
       "66                                   Carlisle   \n",
       "68                                       I-76   \n",
       "70                                      Irwin   \n",
       "99                   IH 635 East of Luna Road   \n",
       "100                     IH 35E South of SL 12   \n",
       "101                                   IH 35 W   \n",
       "102             Bairds Farm Road/ Legends Way   \n",
       "103                                  Franklin   \n",
       "104                                   Bastrop   \n",
       "107                                Charleston   \n",
       "108                                Charleston   \n",
       "\n",
       "                                                    To  Length 1/ Miles  \\\n",
       "19                                   Indiana Stateline             7.70   \n",
       "106                                               I-95            14.00   \n",
       "8                               US 36 and Kalamath St.             7.00   \n",
       "9                                               SR 141            11.20   \n",
       "88                                              PR-713             4.72   \n",
       "97                                                I-85            16.00   \n",
       "85                 PR-659, Dorado East Municipal Limit             5.28   \n",
       "77                      PR-1, Caguas South Urban Limit             5.68   \n",
       "82   PR-140, Florida-Barceloneta and Arecibo Urbani...             8.37   \n",
       "32                                               MD 43             9.63   \n",
       "80                                       PR-2, Hatillo             5.72   \n",
       "92                                     PR-3, Canóvanas             8.62   \n",
       "84             PR-866 San Juan West Urbanized Boundary             6.15   \n",
       "72                   PR-1, Ponce Southwest Urban Limit             4.97   \n",
       "42                           I-95 Exit 3 in Portsmouth            11.30   \n",
       "36                              I-94 (Minneapolis, MN)            11.00   \n",
       "31                                     Delaware Border            50.00   \n",
       "12                 Golden Glades (TPK, US 441, SR 826)             7.00   \n",
       "95                                          Rio Grande            10.81   \n",
       "35                              I-94 (Minneapolis, MN)            16.00   \n",
       "98                                                SH 6            12.00   \n",
       "87                                               PR-54             3.83   \n",
       "91                                    PR-9914, Yabucoa             7.63   \n",
       "93                                     PR-3, Canóvanas             5.68   \n",
       "94                                     PR-3, Canóvanas             5.68   \n",
       "89                                              PR-973             8.43   \n",
       "78                           PR-1, San Juan Urban Area            14.30   \n",
       "79                             PR-1 & PR-18 (San Juan)             3.40   \n",
       "83                  PR-137, Vega Baja West Urban Limit            11.06   \n",
       "39                             I-93 Exit 12 in Concord             9.49   \n",
       "..                                                 ...              ...   \n",
       "33                                         I-93 Boston            38.42   \n",
       "105                                  SR-126 (MP 331.8)            61.90   \n",
       "67                                    I-81 (MP A130.0)           109.60   \n",
       "3                                                SR 52             8.00   \n",
       "4                                      SR 237 Milpitas            14.00   \n",
       "5                                               SR 237             4.00   \n",
       "6                                           Adams Blvd            11.00   \n",
       "7                                                I-605            14.00   \n",
       "10                                              SR 141             0.70   \n",
       "37          County Trunk Highway J (White Bear Twnshp)            12.00   \n",
       "38                           I-293 Exit 10 in Hooksett             7.43   \n",
       "40                             I-93 Exit 14 in Concord             2.27   \n",
       "41                             I-95 Exit 1 in Seabrook             1.16   \n",
       "43                                    Maine State Line             3.74   \n",
       "44                            George Washington Bridge            76.78   \n",
       "45                                      Holland Tunnel             8.17   \n",
       "46                                 New Jersey Turnpike             5.70   \n",
       "52                                       Niagara Falls            21.60   \n",
       "53                                    Connecticut Line            15.00   \n",
       "66                                        Valley Forge             5.20   \n",
       "68                                                I-81            22.70   \n",
       "70                                           Ohio Line            13.00   \n",
       "99                                   Greenville Avenue            10.70   \n",
       "100                           South of Valwood Parkway             5.80   \n",
       "101                                             SH 161            13.30   \n",
       "102                                         Sylvan Ave            16.18   \n",
       "103                                         Parramatta            19.90   \n",
       "104                                    Dixie Farm Road            15.50   \n",
       "107                                          Princeton            68.80   \n",
       "108                                          Princeton            18.00   \n",
       "\n",
       "    Kilometers  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "19       12.39        Urban               90     ...                $29.40   \n",
       "106      22.53        Urban              495     ...           Not Allowed   \n",
       "8        11.27        Urban               25     ...                $24.98   \n",
       "9        18.02        Urban               95     ...                $11.00   \n",
       "88        7.60        Rural                X     ...                 $4.50   \n",
       "97       25.75        Rural              185     ...                $12.00   \n",
       "85        8.50        Urban                X     ...                 $4.50   \n",
       "77        9.14        Urban                X     ...                 $4.50   \n",
       "82       13.47        Urban                X     ...                 $5.50   \n",
       "32       15.50        Urban               95     ...                $19.74   \n",
       "80        9.21        Urban                X     ...                 $4.50   \n",
       "92       13.87        Urban                X     ...                 $4.25   \n",
       "84        9.90        Urban                X     ...                 $4.50   \n",
       "72        8.00        Urban                X     ...                 $2.75   \n",
       "42       18.19        Urban               95     ...                 $7.50   \n",
       "36       17.70        Urban              394     ...                 $8.00   \n",
       "31       80.50        Rural               95     ...                $75.00   \n",
       "12       11.27        Urban               95     ...                   NaN   \n",
       "95       17.04        Urban                X     ...                 $4.25   \n",
       "35       25.75        Urban              35W     ...                 $8.00   \n",
       "98       19.31        Urban               10     ...                $21.00   \n",
       "87        6.16        Rural                X     ...                 $2.25   \n",
       "91       12.28        Urban                X     ...                 $4.50   \n",
       "93        9.14        Urban                X     ...                 $2.75   \n",
       "94        9.14        Urban                X     ...                 $2.75   \n",
       "89       13.57        Urban                X     ...                 $4.50   \n",
       "78       23.01        Urban                X     ...                 $5.50   \n",
       "79        5.47        Urban                X     ...                 $1.95   \n",
       "83       17.80        Urban                X     ...                 $4.50   \n",
       "39       15.27  Rural/Urban               93     ...                 $5.50   \n",
       "..         ...          ...              ...     ...                   ...   \n",
       "33       61.87        Rural               90     ...                 $9.55   \n",
       "105      99.04        Urban               15     ...           Not Allowed   \n",
       "67      176.38        Rural              476     ...               $503.20   \n",
       "3        12.87        Urban               15     ...                   NaN   \n",
       "4        22.53        Urban              680     ...                 $0.00   \n",
       "5         6.44        Urban              880     ...                   NaN   \n",
       "6        17.70        Urban              110     ...                   NaN   \n",
       "7        22.53        Urban               10     ...                   NaN   \n",
       "10        1.13        Urban              295     ...                   NaN   \n",
       "37       19.31        Urban              35E     ...                 $8.00   \n",
       "38       11.95        Urban              293     ...                   NaN   \n",
       "40        3.65        Urban               93     ...                   NaN   \n",
       "41        1.87        Urban               95     ...                   NaN   \n",
       "43        6.02        Urban               95     ...                   NaN   \n",
       "44      123.57        Urban               95     ...                $56.85   \n",
       "45       13.15        Urban               78     ...                 $5.60   \n",
       "46        9.17        Rural              276     ...                 $1.95   \n",
       "52       34.76        Urban              190     ...                   NaN   \n",
       "53       24.14        Urban               95     ...                 $9.75   \n",
       "66        8.37        Urban               76     ...                   NaN   \n",
       "68       36.53        Urban              476     ...                   NaN   \n",
       "70       20.92        Urban               76     ...                   NaN   \n",
       "99       17.23        Urban              635     ...                $49.69   \n",
       "100       9.34        Urban              35E     ...                $49.69   \n",
       "101      21.40        Urban              820     ...                $49.88   \n",
       "102      26.04        Urban               30     ...                   NaN   \n",
       "103      32.02        Urban               45     ...           Not Allowed   \n",
       "104      24.94        Urban               45     ...           Not Allowed   \n",
       "107     110.72        Rural               77     ...                   NaN   \n",
       "108      28.97        Urban               77     ...                   NaN   \n",
       "\n",
       "    Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "19             $16.00                               $3.00   \n",
       "106       Not Allowed                         Not Allowed   \n",
       "8              $18.70                                 NaN   \n",
       "9               $6.00                               $0.28   \n",
       "88              $1.00                               $0.62   \n",
       "97              $0.75                               $0.40   \n",
       "85              $1.00                               $0.55   \n",
       "77              $1.00                               $0.52   \n",
       "82              $1.50                               $0.46   \n",
       "32              $5.25                               $1.30   \n",
       "80              $1.00                               $0.51   \n",
       "92              $1.50                               $0.39   \n",
       "84              $1.00                               $0.48   \n",
       "72              $0.75                               $0.39   \n",
       "42              $1.35                               $0.67   \n",
       "36              $0.25                                 NaN   \n",
       "31             $16.00                               $0.91   \n",
       "12                NaN                                 NaN   \n",
       "95              $1.50                               $0.44   \n",
       "35              $0.25                                 NaN   \n",
       "98              $7.00                               $1.42   \n",
       "87              $0.50                               $0.38   \n",
       "91              $1.00                               $0.38   \n",
       "93              $0.75                               $0.34   \n",
       "94              $0.75                               $0.34   \n",
       "89              $1.00                               $0.35   \n",
       "78              $1.50                               $0.27   \n",
       "79              $0.35                               $0.35   \n",
       "83              $1.00                               $0.25   \n",
       "39              $0.90                               $0.22   \n",
       "..                ...                                 ...   \n",
       "33              $0.45                               $0.13   \n",
       "105       Not Allowed                         Not Allowed   \n",
       "67             $14.14                               $0.08   \n",
       "3                 NaN                                 NaN   \n",
       "4               $0.00                                 NaN   \n",
       "5                 NaN                                 NaN   \n",
       "6                 NaN                                 NaN   \n",
       "7                 NaN                                 NaN   \n",
       "10                NaN                                 NaN   \n",
       "37              $0.25                                 NaN   \n",
       "38                NaN                                 NaN   \n",
       "40                NaN                                 NaN   \n",
       "41                NaN                                 NaN   \n",
       "43                NaN                                 NaN   \n",
       "44             $43.95                                 NaN   \n",
       "45              $4.90                                 NaN   \n",
       "46              $1.95                                 NaN   \n",
       "52                NaN                                 NaN   \n",
       "53              $3.33                                 NaN   \n",
       "66                NaN                                 NaN   \n",
       "68                NaN                                 NaN   \n",
       "70                NaN                                 NaN   \n",
       "99             $29.81                                 NaN   \n",
       "100            $29.81                                 NaN   \n",
       "101            $29.81                                 NaN   \n",
       "102               NaN                                 NaN   \n",
       "103       Not Allowed                         Not Allowed   \n",
       "104       Not Allowed                         Not Allowed   \n",
       "107               NaN                                 NaN   \n",
       "108               NaN                                 NaN   \n",
       "\n",
       "    num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "19                               4.00                              4.00   \n",
       "106                               NaN                              0.50   \n",
       "8                                4.65                              0.70   \n",
       "9                                4.00                               NaN   \n",
       "88                               1.00                              1.00   \n",
       "97                               3.00                              0.75   \n",
       "85                               1.00                              1.00   \n",
       "77                               1.00                              1.00   \n",
       "82                               1.50                              1.50   \n",
       "32                               2.75                              0.70   \n",
       "80                               1.00                              1.00   \n",
       "92                               1.50                              1.50   \n",
       "84                               1.00                              1.00   \n",
       "72                               0.75                              0.75   \n",
       "42                               2.75                              0.53   \n",
       "36                               8.00                              0.25   \n",
       "31                              12.00                              2.80   \n",
       "12                              10.50                              0.50   \n",
       "95                               1.00                              1.00   \n",
       "35                               8.00                              0.25   \n",
       "98                               7.00                              0.30   \n",
       "87                               0.50                              0.50   \n",
       "91                               1.00                              1.00   \n",
       "93                               0.75                              0.75   \n",
       "94                               0.75                              0.75   \n",
       "89                               1.00                              1.00   \n",
       "78                               1.50                              1.50   \n",
       "79                               0.35                              0.35   \n",
       "83                               1.00                              1.00   \n",
       "39                               1.75                              0.35   \n",
       "..                                ...                               ...   \n",
       "33                               1.40                              0.45   \n",
       "105                              1.00                              0.25   \n",
       "67                              12.50                              8.62   \n",
       "3                                8.00                              0.50   \n",
       "4                                8.00                              0.30   \n",
       "5                                 NaN                              0.30   \n",
       "6                               15.40                              0.25   \n",
       "7                               19.60                              0.25   \n",
       "10                               4.00                               NaN   \n",
       "37                               8.00                              0.25   \n",
       "38                                NaN                               NaN   \n",
       "40                                NaN                               NaN   \n",
       "41                                NaN                               NaN   \n",
       "43                                NaN                               NaN   \n",
       "44                              13.85                             10.40   \n",
       "45                               5.60                              4.90   \n",
       "46                               1.95                              1.95   \n",
       "52                                NaN                               NaN   \n",
       "53                               3.00                              1.66   \n",
       "66                                NaN                               NaN   \n",
       "68                                NaN                               NaN   \n",
       "70                                NaN                               NaN   \n",
       "99                               9.94                              0.00   \n",
       "100                              9.94                              0.00   \n",
       "101                              9.98                              0.00   \n",
       "102                              0.40                              0.10   \n",
       "103                              7.00                              1.00   \n",
       "104                              6.50                              1.00   \n",
       "107                               NaN                               NaN   \n",
       "108                               NaN                               NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "19                                                0.51                  29.40   \n",
       "106                                               0.50                    NaN   \n",
       "8                                                 0.37                  24.98   \n",
       "9                                                 0.23                  11.00   \n",
       "88                                                0.21                   4.50   \n",
       "97                                                0.19                  12.00   \n",
       "85                                                0.19                   4.50   \n",
       "77                                                0.18                   4.50   \n",
       "82                                                0.18                   5.50   \n",
       "32                                                0.18                  19.74   \n",
       "80                                                0.17                   4.50   \n",
       "92                                                0.17                   4.25   \n",
       "84                                                0.16                   4.50   \n",
       "72                                                0.15                   2.75   \n",
       "42                                                0.15                   7.50   \n",
       "36                                                0.15                   8.00   \n",
       "31                                                0.15                  75.00   \n",
       "12                                                0.15                    NaN   \n",
       "95                                                0.14                   4.25   \n",
       "35                                                0.13                   8.00   \n",
       "98                                                0.13                  21.00   \n",
       "87                                                0.13                   2.25   \n",
       "91                                                0.13                   4.50   \n",
       "93                                                0.13                   2.75   \n",
       "94                                                0.13                   2.75   \n",
       "89                                                0.12                   4.50   \n",
       "78                                                0.10                   5.50   \n",
       "79                                                0.10                   1.95   \n",
       "83                                                0.09                   4.50   \n",
       "39                                                0.09                   5.50   \n",
       "..                                                 ...                    ...   \n",
       "33                                                0.02                   9.55   \n",
       "105                                               0.02                    NaN   \n",
       "67                                                0.02                 503.20   \n",
       "3                                                  NaN                    NaN   \n",
       "4                                                  NaN                   0.00   \n",
       "5                                                  NaN                    NaN   \n",
       "6                                                  NaN                    NaN   \n",
       "7                                                  NaN                    NaN   \n",
       "10                                                 NaN                    NaN   \n",
       "37                                                 NaN                   8.00   \n",
       "38                                                 NaN                    NaN   \n",
       "40                                                 NaN                    NaN   \n",
       "41                                                 NaN                    NaN   \n",
       "43                                                 NaN                    NaN   \n",
       "44                                                 NaN                  56.85   \n",
       "45                                                 NaN                   5.60   \n",
       "46                                                 NaN                   1.95   \n",
       "52                                                 NaN                    NaN   \n",
       "53                                                 NaN                   9.75   \n",
       "66                                                 NaN                    NaN   \n",
       "68                                                 NaN                    NaN   \n",
       "70                                                 NaN                    NaN   \n",
       "99                                                 NaN                  49.69   \n",
       "100                                                NaN                  49.69   \n",
       "101                                                NaN                  49.88   \n",
       "102                                                NaN                    NaN   \n",
       "103                                                NaN                    NaN   \n",
       "104                                                NaN                    NaN   \n",
       "107                                                NaN                    NaN   \n",
       "108                                                NaN                    NaN   \n",
       "\n",
       "    num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "19                  16.00                                    3.00  interstate  \n",
       "106                   NaN                                     NaN  interstate  \n",
       "8                   18.70                                     NaN  interstate  \n",
       "9                    6.00                                    0.28  interstate  \n",
       "88                   1.00                                    0.62  interstate  \n",
       "97                   0.75                                    0.40  interstate  \n",
       "85                   1.00                                    0.55  interstate  \n",
       "77                   1.00                                    0.52  interstate  \n",
       "82                   1.50                                    0.46  interstate  \n",
       "32                   5.25                                    1.30  interstate  \n",
       "80                   1.00                                    0.51  interstate  \n",
       "92                   1.50                                    0.39  interstate  \n",
       "84                   1.00                                    0.48  interstate  \n",
       "72                   0.75                                    0.39  interstate  \n",
       "42                   1.35                                    0.67  interstate  \n",
       "36                   0.25                                     NaN  interstate  \n",
       "31                  16.00                                    0.91  interstate  \n",
       "12                    NaN                                     NaN  interstate  \n",
       "95                   1.50                                    0.44  interstate  \n",
       "35                   0.25                                     NaN  interstate  \n",
       "98                   7.00                                    1.42  interstate  \n",
       "87                   0.50                                    0.38  interstate  \n",
       "91                   1.00                                    0.38  interstate  \n",
       "93                   0.75                                    0.34  interstate  \n",
       "94                   0.75                                    0.34  interstate  \n",
       "89                   1.00                                    0.35  interstate  \n",
       "78                   1.50                                    0.27  interstate  \n",
       "79                   0.35                                    0.35  interstate  \n",
       "83                   1.00                                    0.25  interstate  \n",
       "39                   0.90                                    0.22  interstate  \n",
       "..                    ...                                     ...         ...  \n",
       "33                   0.45                                    0.13  interstate  \n",
       "105                   NaN                                     NaN  interstate  \n",
       "67                  14.14                                    0.08  interstate  \n",
       "3                     NaN                                     NaN  interstate  \n",
       "4                    0.00                                     NaN  interstate  \n",
       "5                     NaN                                     NaN  interstate  \n",
       "6                     NaN                                     NaN  interstate  \n",
       "7                     NaN                                     NaN  interstate  \n",
       "10                    NaN                                     NaN  interstate  \n",
       "37                   0.25                                     NaN  interstate  \n",
       "38                    NaN                                     NaN  interstate  \n",
       "40                    NaN                                     NaN  interstate  \n",
       "41                    NaN                                     NaN  interstate  \n",
       "43                    NaN                                     NaN  interstate  \n",
       "44                  43.95                                     NaN  interstate  \n",
       "45                   4.90                                     NaN  interstate  \n",
       "46                   1.95                                     NaN  interstate  \n",
       "52                    NaN                                     NaN  interstate  \n",
       "53                   3.33                                     NaN  interstate  \n",
       "66                    NaN                                     NaN  interstate  \n",
       "68                    NaN                                     NaN  interstate  \n",
       "70                    NaN                                     NaN  interstate  \n",
       "99                  29.81                                     NaN  interstate  \n",
       "100                 29.81                                     NaN  interstate  \n",
       "101                 29.81                                     NaN  interstate  \n",
       "102                   NaN                                     NaN  interstate  \n",
       "103                   NaN                                     NaN  interstate  \n",
       "104                   NaN                                     NaN  interstate  \n",
       "107                   NaN                                     NaN  interstate  \n",
       "108                   NaN                                     NaN  interstate  \n",
       "\n",
       "[106 rows x 31 columns]"
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-95)</td>\n",
       "      <td>Saco I-95</td>\n",
       "      <td>Saco RTE 5</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.59</td>\n",
       "      <td>Rural</td>\n",
       "      <td>195</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.05</td>\n",
       "      <td>2.70</td>\n",
       "      <td>2.7</td>\n",
       "      <td>0.19</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-295)</td>\n",
       "      <td>Scarborough I-95</td>\n",
       "      <td>Portland I-295</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.90</td>\n",
       "      <td>Rural</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.14</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.05</td>\n",
       "      <td>2.70</td>\n",
       "      <td>2.7</td>\n",
       "      <td>0.14</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-495)</td>\n",
       "      <td>Scarborough I-95</td>\n",
       "      <td>Portland I-295</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.91</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.85</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>2.85</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.03</td>\n",
       "      <td>12.85</td>\n",
       "      <td>2.7</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Urban</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-495)</td>\n",
       "      <td>Falmouth I-495</td>\n",
       "      <td>Falmouth I-295</td>\n",
       "      <td>0.87</td>\n",
       "      <td>1.40</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.85</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.14</td>\n",
       "      <td>2.85</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.05</td>\n",
       "      <td>12.85</td>\n",
       "      <td>2.7</td>\n",
       "      <td>0.14</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       State                                   Name of Facility HPMS Toll ID  \\\n",
       "26     Maine                                     Maine Turnpike           90   \n",
       "27     Maine                                     Maine Turnpike           90   \n",
       "28     Maine                                     Maine Turnpike           90   \n",
       "10  Delaware  John F. Kennedy Memorial Highway (Delaware Tur...           28   \n",
       "30     Maine                                    Maine Turnpike            90   \n",
       "\n",
       "   Financing or Operating Authority              From              To  \\\n",
       "26     ME Turnpike Authority (I-95)         Saco I-95      Saco RTE 5   \n",
       "27    ME Turnpike Authority (I-295)  Scarborough I-95  Portland I-295   \n",
       "28    ME Turnpike Authority (I-495)  Scarborough I-95  Portland I-295   \n",
       "10                 DE Dept of Trans     Maryland Line          SR 141   \n",
       "30    ME Turnpike Authority (I-495)    Falmouth I-495  Falmouth I-295   \n",
       "\n",
       "    Length 1/ Miles Kilometers Rural/Urban Interstate Route     ...      \\\n",
       "26             0.37       0.59       Rural              195     ...       \n",
       "27             0.56       0.90       Rural              295     ...       \n",
       "28             0.57       0.91       Urban              495     ...       \n",
       "10             0.70       1.13       Urban              295     ...       \n",
       "30             0.87       1.40       Urban              495     ...       \n",
       "\n",
       "   Maximum Truck Fee Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "26             $2.70             $2.70                               $0.19   \n",
       "27             $2.70             $2.70                               $0.14   \n",
       "28            $12.85             $2.70                               $0.08   \n",
       "10               NaN               NaN                                 NaN   \n",
       "30            $12.85             $2.70                               $0.14   \n",
       "\n",
       "   num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "26                              0.60                               0.6   \n",
       "27                              0.60                               0.6   \n",
       "28                              2.85                               0.6   \n",
       "10                              4.00                               NaN   \n",
       "30                              2.85                               0.6   \n",
       "\n",
       "   num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "26                                               0.05                   2.70   \n",
       "27                                               0.05                   2.70   \n",
       "28                                               0.03                  12.85   \n",
       "10                                                NaN                    NaN   \n",
       "30                                               0.05                  12.85   \n",
       "\n",
       "   num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "26                   2.7                                    0.19  interstate  \n",
       "27                   2.7                                    0.14  interstate  \n",
       "28                   2.7                                    0.08  interstate  \n",
       "10                   NaN                                     NaN  interstate  \n",
       "30                   2.7                                    0.14  interstate  \n",
       "\n",
       "[5 rows x 31 columns]"
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.sort_values(by=\"Length 1/ Miles\",ascending=True).head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>Massachusetts Turnpike</td>\n",
       "      <td>103</td>\n",
       "      <td>MassDot</td>\n",
       "      <td>New York State Line</td>\n",
       "      <td>I-93 Boston</td>\n",
       "      <td>38.42</td>\n",
       "      <td>61.87</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.55</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>1.40</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.02</td>\n",
       "      <td>9.55</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.13</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Utah</td>\n",
       "      <td>Express Lanes (Salt Lake City)</td>\n",
       "      <td>267</td>\n",
       "      <td>Utah Department of Transportation</td>\n",
       "      <td>US-6 (Spanish Fork, MP 258.8)</td>\n",
       "      <td>SR-126 (MP 331.8)</td>\n",
       "      <td>61.90</td>\n",
       "      <td>99.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76 (MP A20.4)</td>\n",
       "      <td>I-81 (MP A130.0)</td>\n",
       "      <td>109.60</td>\n",
       "      <td>176.38</td>\n",
       "      <td>Rural</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>$503.20</td>\n",
       "      <td>$14.14</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>12.50</td>\n",
       "      <td>8.62</td>\n",
       "      <td>0.02</td>\n",
       "      <td>503.20</td>\n",
       "      <td>14.14</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-495)</td>\n",
       "      <td>Scarborough I-95</td>\n",
       "      <td>Portland I-295</td>\n",
       "      <td>0.57</td>\n",
       "      <td>0.91</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.85</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>2.85</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.03</td>\n",
       "      <td>12.85</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Jane Addams Memorial Tollway</td>\n",
       "      <td>74</td>\n",
       "      <td>IL State Toll Highway Authority</td>\n",
       "      <td>East Rockton Road (W. terminus) MP 0.0</td>\n",
       "      <td>Urban/Rural Boundary MP 40.76</td>\n",
       "      <td>40.76</td>\n",
       "      <td>65.60</td>\n",
       "      <td>Rural</td>\n",
       "      <td>39, 90</td>\n",
       "      <td>...</td>\n",
       "      <td>$21.00</td>\n",
       "      <td>$15.75</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>4.20</td>\n",
       "      <td>2.10</td>\n",
       "      <td>0.03</td>\n",
       "      <td>21.00</td>\n",
       "      <td>15.75</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Jane Addams Memorial Tollway</td>\n",
       "      <td>74</td>\n",
       "      <td>IL State Toll Highway Authority</td>\n",
       "      <td>East Rockton Road (W. terminus) MP 76</td>\n",
       "      <td>River Road (E. terminus) MP 0</td>\n",
       "      <td>38.04</td>\n",
       "      <td>61.22</td>\n",
       "      <td>Urban</td>\n",
       "      <td>39, 90</td>\n",
       "      <td>...</td>\n",
       "      <td>$21.00</td>\n",
       "      <td>$15.75</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>4.20</td>\n",
       "      <td>2.10</td>\n",
       "      <td>0.03</td>\n",
       "      <td>21.00</td>\n",
       "      <td>15.75</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-95)</td>\n",
       "      <td>Kittery</td>\n",
       "      <td>Augusta</td>\n",
       "      <td>81.61</td>\n",
       "      <td>131.34</td>\n",
       "      <td>Rural</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$10.60</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>2.35</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.03</td>\n",
       "      <td>10.60</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike</td>\n",
       "      <td>208</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Irwin (MP 67.62)</td>\n",
       "      <td>Carlisle (MP 226.44)</td>\n",
       "      <td>158.82</td>\n",
       "      <td>255.60</td>\n",
       "      <td>Rural</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>$692.95</td>\n",
       "      <td>$18.97</td>\n",
       "      <td>$0.18</td>\n",
       "      <td>18.45</td>\n",
       "      <td>13.12</td>\n",
       "      <td>0.04</td>\n",
       "      <td>692.95</td>\n",
       "      <td>18.97</td>\n",
       "      <td>0.18</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Alligator Alley (Everglades Parkway)</td>\n",
       "      <td>44</td>\n",
       "      <td>FL Dept of Transportation</td>\n",
       "      <td>East Naples</td>\n",
       "      <td>Andytown, US 27</td>\n",
       "      <td>78.00</td>\n",
       "      <td>125.53</td>\n",
       "      <td>Rural</td>\n",
       "      <td>75</td>\n",
       "      <td>...</td>\n",
       "      <td>$18.00</td>\n",
       "      <td>$8.55</td>\n",
       "      <td>$0.04</td>\n",
       "      <td>3.00</td>\n",
       "      <td>2.85</td>\n",
       "      <td>0.04</td>\n",
       "      <td>18.00</td>\n",
       "      <td>8.55</td>\n",
       "      <td>0.04</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>Massachusetts Turnpike</td>\n",
       "      <td>103</td>\n",
       "      <td>MassDot</td>\n",
       "      <td>New York State Line</td>\n",
       "      <td>I-93 Boston</td>\n",
       "      <td>101.10</td>\n",
       "      <td>162.80</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$19.90</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>$0.10</td>\n",
       "      <td>7.90</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.04</td>\n",
       "      <td>19.90</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.10</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Ronald Reagan Memorial Tollway</td>\n",
       "      <td>72</td>\n",
       "      <td>IL State Toll Highway Authority</td>\n",
       "      <td>US 30 Rock Falls (W. terminus) MP 44.2</td>\n",
       "      <td>I-290 (E. terminus) MP 107.38</td>\n",
       "      <td>63.18</td>\n",
       "      <td>101.68</td>\n",
       "      <td>Rural</td>\n",
       "      <td>88</td>\n",
       "      <td>...</td>\n",
       "      <td>$27.00</td>\n",
       "      <td>$20.30</td>\n",
       "      <td>$0.18</td>\n",
       "      <td>10.20</td>\n",
       "      <td>5.10</td>\n",
       "      <td>0.04</td>\n",
       "      <td>27.00</td>\n",
       "      <td>20.30</td>\n",
       "      <td>0.18</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Ronald Reagan Memorial Tollway</td>\n",
       "      <td>72</td>\n",
       "      <td>IL State Toll Highway Authority</td>\n",
       "      <td>US 30 Rock Falls (W. terminus) MP 44.2</td>\n",
       "      <td>I-290 (E. terminus) MP 140.25</td>\n",
       "      <td>32.87</td>\n",
       "      <td>52.90</td>\n",
       "      <td>Urban</td>\n",
       "      <td>88</td>\n",
       "      <td>...</td>\n",
       "      <td>$27.00</td>\n",
       "      <td>$20.30</td>\n",
       "      <td>$0.18</td>\n",
       "      <td>10.20</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.04</td>\n",
       "      <td>27.00</td>\n",
       "      <td>20.30</td>\n",
       "      <td>0.18</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Eastern Extension</td>\n",
       "      <td>209</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Carlisle (MP 226.4)</td>\n",
       "      <td>Valley Forge (MP 326)</td>\n",
       "      <td>99.56</td>\n",
       "      <td>160.23</td>\n",
       "      <td>Rural</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>$451.20</td>\n",
       "      <td>$11.38</td>\n",
       "      <td>$0.15</td>\n",
       "      <td>10.75</td>\n",
       "      <td>7.60</td>\n",
       "      <td>0.04</td>\n",
       "      <td>451.20</td>\n",
       "      <td>11.38</td>\n",
       "      <td>0.15</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>H.E. Bailey Turnpike</td>\n",
       "      <td>199</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>US 277 South of Lawton</td>\n",
       "      <td>US 70, 5.2 miles N. of TX State Line</td>\n",
       "      <td>25.00</td>\n",
       "      <td>40.23</td>\n",
       "      <td>Rural</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$18.00</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>4.75</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>18.00</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.19</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>H.E. Bailey Turnpike</td>\n",
       "      <td>199</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>US 62 South of Oklahoma City</td>\n",
       "      <td>US 277 North of Lawton</td>\n",
       "      <td>7.20</td>\n",
       "      <td>11.59</td>\n",
       "      <td>Urban</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$18.00</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>4.75</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>18.00</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.19</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>Turner Turnpike</td>\n",
       "      <td>197</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>Oklahoma City</td>\n",
       "      <td>Tulsa</td>\n",
       "      <td>5.20</td>\n",
       "      <td>8.37</td>\n",
       "      <td>Urban</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$20.00</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.23</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>20.00</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.23</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>Will Rogers Turnpike</td>\n",
       "      <td>198</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>Tulsa</td>\n",
       "      <td>Missouri State Line</td>\n",
       "      <td>3.60</td>\n",
       "      <td>5.79</td>\n",
       "      <td>Urban</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$20.00</td>\n",
       "      <td>$1.75</td>\n",
       "      <td>$0.23</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>20.00</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.23</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>111.20</td>\n",
       "      <td>178.96</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>89.50</td>\n",
       "      <td>144.04</td>\n",
       "      <td>Rural</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New York City</td>\n",
       "      <td>Albany</td>\n",
       "      <td>56.60</td>\n",
       "      <td>91.09</td>\n",
       "      <td>Urban</td>\n",
       "      <td>87</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>New York</td>\n",
       "      <td>Berkshire Section</td>\n",
       "      <td>184</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Exit B1 (US 9)</td>\n",
       "      <td>Massachusetts Line</td>\n",
       "      <td>17.90</td>\n",
       "      <td>28.81</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>Will Rogers Turnpike</td>\n",
       "      <td>198</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>Tulsa</td>\n",
       "      <td>Missouri State Line</td>\n",
       "      <td>84.90</td>\n",
       "      <td>136.63</td>\n",
       "      <td>Rural</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$20.00</td>\n",
       "      <td>$1.75</td>\n",
       "      <td>$0.23</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>20.00</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.23</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>H.E. Bailey Turnpike</td>\n",
       "      <td>199</td>\n",
       "      <td>OK Turnpike Authority</td>\n",
       "      <td>US 62 South of Oklahoma City</td>\n",
       "      <td>US 277 North of Lawton</td>\n",
       "      <td>62.40</td>\n",
       "      <td>92.22</td>\n",
       "      <td>Rural</td>\n",
       "      <td>44</td>\n",
       "      <td>...</td>\n",
       "      <td>$18.00</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>4.75</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "      <td>18.00</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.19</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>New York</td>\n",
       "      <td>Gov. Thomas E. Dewey Thruway (Main Line)</td>\n",
       "      <td>183</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pennsylvania Line</td>\n",
       "      <td>Albany</td>\n",
       "      <td>236.90</td>\n",
       "      <td>381.25</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.90</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>$0.24</td>\n",
       "      <td>33.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.05</td>\n",
       "      <td>137.90</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.24</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-295)</td>\n",
       "      <td>Scarborough I-95</td>\n",
       "      <td>Portland I-295</td>\n",
       "      <td>0.56</td>\n",
       "      <td>0.90</td>\n",
       "      <td>Rural</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.14</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.05</td>\n",
       "      <td>2.70</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.14</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-495)</td>\n",
       "      <td>Falmouth I-95</td>\n",
       "      <td>Falmouth I-495</td>\n",
       "      <td>2.56</td>\n",
       "      <td>4.12</td>\n",
       "      <td>Rural</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.85</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.14</td>\n",
       "      <td>2.85</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.05</td>\n",
       "      <td>12.85</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.14</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-95)</td>\n",
       "      <td>Saco I-95</td>\n",
       "      <td>Saco RTE 5</td>\n",
       "      <td>0.37</td>\n",
       "      <td>0.59</td>\n",
       "      <td>Rural</td>\n",
       "      <td>195</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.05</td>\n",
       "      <td>2.70</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.19</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Maine</td>\n",
       "      <td>Maine Turnpike</td>\n",
       "      <td>90</td>\n",
       "      <td>ME Turnpike Authority (I-95)</td>\n",
       "      <td>Kittery</td>\n",
       "      <td>Augusta</td>\n",
       "      <td>23.80</td>\n",
       "      <td>38.30</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$10.60</td>\n",
       "      <td>$2.70</td>\n",
       "      <td>$0.15</td>\n",
       "      <td>2.35</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.05</td>\n",
       "      <td>10.60</td>\n",
       "      <td>2.70</td>\n",
       "      <td>0.15</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>Kansas Turnpike</td>\n",
       "      <td>83</td>\n",
       "      <td>KS Turnpike Authority</td>\n",
       "      <td>Oklahoma State Line</td>\n",
       "      <td>18th Street, Kansas City, Kansas</td>\n",
       "      <td>59.00</td>\n",
       "      <td>94.95</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35, 335, 470, 70</td>\n",
       "      <td>...</td>\n",
       "      <td>$77.50</td>\n",
       "      <td>$1.60</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>12.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.05</td>\n",
       "      <td>77.50</td>\n",
       "      <td>1.60</td>\n",
       "      <td>0.13</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>Kansas Turnpike</td>\n",
       "      <td>83</td>\n",
       "      <td>KS Turnpike Authority</td>\n",
       "      <td>Oklahoma State Line</td>\n",
       "      <td>18th Street, Kansas City, Kansas</td>\n",
       "      <td>177.00</td>\n",
       "      <td>284.85</td>\n",
       "      <td>Rural</td>\n",
       "      <td>35, 335, 470, 70</td>\n",
       "      <td>...</td>\n",
       "      <td>$77.50</td>\n",
       "      <td>$1.60</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>12.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.05</td>\n",
       "      <td>77.50</td>\n",
       "      <td>1.60</td>\n",
       "      <td>0.13</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>HOV/Tolled Express Lanes</td>\n",
       "      <td>24</td>\n",
       "      <td>Plenary Roads Denver</td>\n",
       "      <td>20th Ave, downtown Denver</td>\n",
       "      <td>US 36 and Kalamath St.</td>\n",
       "      <td>7.00</td>\n",
       "      <td>11.27</td>\n",
       "      <td>Urban</td>\n",
       "      <td>25</td>\n",
       "      <td>...</td>\n",
       "      <td>$24.98</td>\n",
       "      <td>$18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.65</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.37</td>\n",
       "      <td>24.98</td>\n",
       "      <td>18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>495 Express Lanes</td>\n",
       "      <td>312</td>\n",
       "      <td>Capital Beltway Express, LLC</td>\n",
       "      <td>Old Dominion Drive</td>\n",
       "      <td>I-95</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Chicago Skyway</td>\n",
       "      <td>75</td>\n",
       "      <td>Skyway Concession Company, LLC</td>\n",
       "      <td>I-94 in Chicago</td>\n",
       "      <td>Indiana Stateline</td>\n",
       "      <td>7.70</td>\n",
       "      <td>12.39</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$29.40</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.51</td>\n",
       "      <td>29.40</td>\n",
       "      <td>16.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.00</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.00</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.00</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.40</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.60</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Urban</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>Cayuga Street (St. Paul)</td>\n",
       "      <td>County Trunk Highway J (White Bear Twnshp)</td>\n",
       "      <td>12.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-293 Exit 3 in Bedford</td>\n",
       "      <td>I-293 Exit 10 in Hooksett</td>\n",
       "      <td>7.43</td>\n",
       "      <td>11.95</td>\n",
       "      <td>Urban</td>\n",
       "      <td>293</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-93 Exit 12 in Concord</td>\n",
       "      <td>I-93 Exit 14 in Concord</td>\n",
       "      <td>2.27</td>\n",
       "      <td>3.65</td>\n",
       "      <td>Urban</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>Massachusetts State Line</td>\n",
       "      <td>I-95 Exit 1 in Seabrook</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-95 Exit 3 in Portsmouth</td>\n",
       "      <td>Maine State Line</td>\n",
       "      <td>3.74</td>\n",
       "      <td>6.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>152</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>George Washington Bridge</td>\n",
       "      <td>76.78</td>\n",
       "      <td>123.57</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$56.85</td>\n",
       "      <td>$43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.85</td>\n",
       "      <td>10.40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.85</td>\n",
       "      <td>43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Newark Bay Extension</td>\n",
       "      <td>150</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Interchange 1/9</td>\n",
       "      <td>Holland Tunnel</td>\n",
       "      <td>8.17</td>\n",
       "      <td>13.15</td>\n",
       "      <td>Urban</td>\n",
       "      <td>78</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.60</td>\n",
       "      <td>$4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Pearl Harbor Memorial Extension (formerly kno...</td>\n",
       "      <td>151</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>5.70</td>\n",
       "      <td>9.17</td>\n",
       "      <td>Rural</td>\n",
       "      <td>276</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>New York</td>\n",
       "      <td>Niagara Section</td>\n",
       "      <td>185</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Buffalo</td>\n",
       "      <td>Niagara Falls</td>\n",
       "      <td>21.60</td>\n",
       "      <td>34.76</td>\n",
       "      <td>Urban</td>\n",
       "      <td>190</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>New York</td>\n",
       "      <td>New England Section</td>\n",
       "      <td>186</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pelham Parkway, New York, NY</td>\n",
       "      <td>Connecticut Line</td>\n",
       "      <td>15.00</td>\n",
       "      <td>24.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.75</td>\n",
       "      <td>$3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>1.66</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.75</td>\n",
       "      <td>3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Eastern Extension</td>\n",
       "      <td>209</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Carlisle</td>\n",
       "      <td>Valley Forge</td>\n",
       "      <td>5.20</td>\n",
       "      <td>8.37</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76</td>\n",
       "      <td>I-81</td>\n",
       "      <td>22.70</td>\n",
       "      <td>36.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Western Extension</td>\n",
       "      <td>211</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Irwin</td>\n",
       "      <td>Ohio Line</td>\n",
       "      <td>13.00</td>\n",
       "      <td>20.92</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 635 East of Luna Road</td>\n",
       "      <td>Greenville Avenue</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.23</td>\n",
       "      <td>Urban</td>\n",
       "      <td>635</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35E South of SL 12</td>\n",
       "      <td>South of Valwood Parkway</td>\n",
       "      <td>5.80</td>\n",
       "      <td>9.34</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Texas</td>\n",
       "      <td>North Tarrant Express - Segments 1 &amp; 2W</td>\n",
       "      <td>308</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35 W</td>\n",
       "      <td>SH 161</td>\n",
       "      <td>13.30</td>\n",
       "      <td>21.40</td>\n",
       "      <td>Urban</td>\n",
       "      <td>820</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.88</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.98</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.88</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Texas</td>\n",
       "      <td>Tom Landry Expressway (I-30)</td>\n",
       "      <td>329</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>Bairds Farm Road/ Legends Way</td>\n",
       "      <td>Sylvan Ave</td>\n",
       "      <td>16.18</td>\n",
       "      <td>26.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>30</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 North (North Freeway) HOV/HOT Lane</td>\n",
       "      <td>341</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Franklin</td>\n",
       "      <td>Parramatta</td>\n",
       "      <td>19.90</td>\n",
       "      <td>32.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>7.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 South (Gulf Freeway ) HOV/HOT Lane</td>\n",
       "      <td>342</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Bastrop</td>\n",
       "      <td>Dixie Farm Road</td>\n",
       "      <td>15.50</td>\n",
       "      <td>24.94</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>6.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>68.80</td>\n",
       "      <td>110.72</td>\n",
       "      <td>Rural</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>18.00</td>\n",
       "      <td>28.97</td>\n",
       "      <td>Urban</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>106 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "             State                                   Name of Facility  \\\n",
       "33   Massachusetts                             Massachusetts Turnpike   \n",
       "105           Utah                     Express Lanes (Salt Lake City)   \n",
       "67    Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "28           Maine                                     Maine Turnpike   \n",
       "17        Illinois                       Jane Addams Memorial Tollway   \n",
       "18        Illinois                       Jane Addams Memorial Tollway   \n",
       "24           Maine                                     Maine Turnpike   \n",
       "64    Pennsylvania                              Pennsylvania Turnpike   \n",
       "11         Florida               Alligator Alley (Everglades Parkway)   \n",
       "34   Massachusetts                             Massachusetts Turnpike   \n",
       "14        Illinois                     Ronald Reagan Memorial Tollway   \n",
       "15        Illinois                     Ronald Reagan Memorial Tollway   \n",
       "65    Pennsylvania            Pennsylvania Turnpike Eastern Extension   \n",
       "63        Oklahoma                               H.E. Bailey Turnpike   \n",
       "62        Oklahoma                               H.E. Bailey Turnpike   \n",
       "58        Oklahoma                                    Turner Turnpike   \n",
       "60        Oklahoma                               Will Rogers Turnpike   \n",
       "48        New York           Gov. Thomas E. Dewey Thruway (Main Line)   \n",
       "49        New York           Gov. Thomas E. Dewey Thruway (Main Line)   \n",
       "50        New York           Gov. Thomas E. Dewey Thruway (Main Line)   \n",
       "51        New York                                  Berkshire Section   \n",
       "59        Oklahoma                               Will Rogers Turnpike   \n",
       "61        Oklahoma                               H.E. Bailey Turnpike   \n",
       "47        New York           Gov. Thomas E. Dewey Thruway (Main Line)   \n",
       "27           Maine                                     Maine Turnpike   \n",
       "29           Maine                                     Maine Turnpike   \n",
       "26           Maine                                     Maine Turnpike   \n",
       "25           Maine                                     Maine Turnpike   \n",
       "23          Kansas                                    Kansas Turnpike   \n",
       "22          Kansas                                    Kansas Turnpike   \n",
       "..             ...                                                ...   \n",
       "8         Colorado                           HOV/Tolled Express Lanes   \n",
       "106       Virginia                                  495 Express Lanes   \n",
       "19        Illinois                                     Chicago Skyway   \n",
       "3       California                         I-15 Value Pricing Project   \n",
       "4       California                          I-680 SMART Carpool Lanes   \n",
       "5       California                   I-880 / SR 237 Express Connector   \n",
       "6       California                                I-110 Express Lanes   \n",
       "7       California                                 I-10 Express Lanes   \n",
       "10        Delaware  John F. Kennedy Memorial Highway (Delaware Tur...   \n",
       "37       Minnesota                                             MNPass   \n",
       "38   New Hampshire                              F.E. Everett Turnpike   \n",
       "40   New Hampshire                              F.E. Everett Turnpike   \n",
       "41   New Hampshire                                 Blue Star Turnpike   \n",
       "43   New Hampshire                                 Blue Star Turnpike   \n",
       "44      New Jersey                               New Jersey Turnpike    \n",
       "45      New Jersey                               Newark Bay Extension   \n",
       "46      New Jersey   Pearl Harbor Memorial Extension (formerly kno...   \n",
       "52        New York                                    Niagara Section   \n",
       "53        New York                                New England Section   \n",
       "66    Pennsylvania            Pennsylvania Turnpike Eastern Extension   \n",
       "68    Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "70    Pennsylvania            Pennsylvania Turnpike Western Extension   \n",
       "99           Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "100          Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "101          Texas          North Tarrant Express - Segments 1 & 2W     \n",
       "102          Texas                       Tom Landry Expressway (I-30)   \n",
       "103          Texas           IH 45 North (North Freeway) HOV/HOT Lane   \n",
       "104          Texas           IH 45 South (Gulf Freeway ) HOV/HOT Lane   \n",
       "107  West Virginia                             West Virginia Turnpike   \n",
       "108  West Virginia                             West Virginia Turnpike   \n",
       "\n",
       "    HPMS Toll ID                   Financing or Operating Authority  \\\n",
       "33           103                                            MassDot   \n",
       "105          267                  Utah Department of Transportation   \n",
       "67           210                             PA Turnpike Commission   \n",
       "28            90                      ME Turnpike Authority (I-495)   \n",
       "17            74                    IL State Toll Highway Authority   \n",
       "18            74                    IL State Toll Highway Authority   \n",
       "24            90                       ME Turnpike Authority (I-95)   \n",
       "64           208                             PA Turnpike Commission   \n",
       "11            44                          FL Dept of Transportation   \n",
       "34           103                                            MassDot   \n",
       "14            72                    IL State Toll Highway Authority   \n",
       "15            72                    IL State Toll Highway Authority   \n",
       "65           209                             PA Turnpike Commission   \n",
       "63           199                              OK Turnpike Authority   \n",
       "62           199                              OK Turnpike Authority   \n",
       "58           197                              OK Turnpike Authority   \n",
       "60           198                              OK Turnpike Authority   \n",
       "48           183                         NY State Thruway Authority   \n",
       "49           183                         NY State Thruway Authority   \n",
       "50           183                         NY State Thruway Authority   \n",
       "51           184                         NY State Thruway Authority   \n",
       "59           198                              OK Turnpike Authority   \n",
       "61           199                              OK Turnpike Authority   \n",
       "47           183                         NY State Thruway Authority   \n",
       "27            90                      ME Turnpike Authority (I-295)   \n",
       "29            90                      ME Turnpike Authority (I-495)   \n",
       "26            90                       ME Turnpike Authority (I-95)   \n",
       "25            90                       ME Turnpike Authority (I-95)   \n",
       "23            83                              KS Turnpike Authority   \n",
       "22            83                              KS Turnpike Authority   \n",
       "..           ...                                                ...   \n",
       "8             24                               Plenary Roads Denver   \n",
       "106          312                       Capital Beltway Express, LLC   \n",
       "19            75                     Skyway Concession Company, LLC   \n",
       "3             16           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4            297        Alameda County Congestion Management Agency   \n",
       "5            298        Santa Clara Valley Transportation Authority   \n",
       "6            313  Los Angeles County Metropolitan Transportation...   \n",
       "7            338  Los Angeles County Metropolitan Transportation...   \n",
       "10            28                                   DE Dept of Trans   \n",
       "37           113                                   MN Dept of Trans   \n",
       "38           118                    NH Department of Transportation   \n",
       "40           118                    NH Department of Transportation   \n",
       "41           117                    NH Department of Transportation   \n",
       "43           117                    NH Department of Transportation   \n",
       "44           152                              NJ Turnpike Authority   \n",
       "45           150                              NJ Turnpike Authority   \n",
       "46           151                              NJ Turnpike Authority   \n",
       "52           185                         NY State Thruway Authority   \n",
       "53           186                         NY State Thruway Authority   \n",
       "66           209                             PA Turnpike Commission   \n",
       "68           210                             PA Turnpike Commission   \n",
       "70           211                             PA Turnpike Commission   \n",
       "99           307                 Texas Department of Transportation   \n",
       "100          307                 Texas Department of Transportation   \n",
       "101          308                 Texas Department of Transportation   \n",
       "102          329                 Texas Department of Transportation   \n",
       "103          341    Metropolitan Transit Authority of Harris County   \n",
       "104          342    Metropolitan Transit Authority of Harris County   \n",
       "107          288   WV Parkways Economic Development & Tourism Au...   \n",
       "108          288   WV Parkways Economic Development & Tourism Au...   \n",
       "\n",
       "                                       From  \\\n",
       "33                      New York State Line   \n",
       "105           US-6 (Spanish Fork, MP 258.8)   \n",
       "67                          I-76 (MP A20.4)   \n",
       "28                         Scarborough I-95   \n",
       "17   East Rockton Road (W. terminus) MP 0.0   \n",
       "18    East Rockton Road (W. terminus) MP 76   \n",
       "24                                  Kittery   \n",
       "64                         Irwin (MP 67.62)   \n",
       "11                              East Naples   \n",
       "34                      New York State Line   \n",
       "14   US 30 Rock Falls (W. terminus) MP 44.2   \n",
       "15   US 30 Rock Falls (W. terminus) MP 44.2   \n",
       "65                      Carlisle (MP 226.4)   \n",
       "63                   US 277 South of Lawton   \n",
       "62             US 62 South of Oklahoma City   \n",
       "58                            Oklahoma City   \n",
       "60                                    Tulsa   \n",
       "48                        Pennsylvania Line   \n",
       "49                            New York City   \n",
       "50                            New York City   \n",
       "51                           Exit B1 (US 9)   \n",
       "59                                    Tulsa   \n",
       "61             US 62 South of Oklahoma City   \n",
       "47                        Pennsylvania Line   \n",
       "27                         Scarborough I-95   \n",
       "29                            Falmouth I-95   \n",
       "26                                Saco I-95   \n",
       "25                                  Kittery   \n",
       "23                      Oklahoma State Line   \n",
       "22                      Oklahoma State Line   \n",
       "..                                      ...   \n",
       "8                 20th Ave, downtown Denver   \n",
       "106                      Old Dominion Drive   \n",
       "19                          I-94 in Chicago   \n",
       "3                  SR 56/ Ted Williams Pkwy   \n",
       "4                         SR 84/ Pleasanton   \n",
       "5                                     I-880   \n",
       "6             Harbor Gateway Transit Center   \n",
       "7                  Alameda St/Union Station   \n",
       "10                            Maryland Line   \n",
       "37                 Cayuga Street (St. Paul)   \n",
       "38                  I-293 Exit 3 in Bedford   \n",
       "40                  I-93 Exit 12 in Concord   \n",
       "41                 Massachusetts State Line   \n",
       "43                I-95 Exit 3 in Portsmouth   \n",
       "44                   Delaware River Bridge    \n",
       "45                          Interchange 1/9   \n",
       "46                    Delaware River Bridge   \n",
       "52                                  Buffalo   \n",
       "53             Pelham Parkway, New York, NY   \n",
       "66                                 Carlisle   \n",
       "68                                     I-76   \n",
       "70                                    Irwin   \n",
       "99                 IH 635 East of Luna Road   \n",
       "100                   IH 35E South of SL 12   \n",
       "101                                 IH 35 W   \n",
       "102           Bairds Farm Road/ Legends Way   \n",
       "103                                Franklin   \n",
       "104                                 Bastrop   \n",
       "107                              Charleston   \n",
       "108                              Charleston   \n",
       "\n",
       "                                             To  Length 1/ Miles Kilometers  \\\n",
       "33                                  I-93 Boston            38.42      61.87   \n",
       "105                           SR-126 (MP 331.8)            61.90      99.04   \n",
       "67                             I-81 (MP A130.0)           109.60     176.38   \n",
       "28                               Portland I-295             0.57       0.91   \n",
       "17                Urban/Rural Boundary MP 40.76            40.76      65.60   \n",
       "18                River Road (E. terminus) MP 0            38.04      61.22   \n",
       "24                                      Augusta            81.61     131.34   \n",
       "64                         Carlisle (MP 226.44)           158.82     255.60   \n",
       "11                              Andytown, US 27            78.00     125.53   \n",
       "34                                  I-93 Boston           101.10     162.80   \n",
       "14                I-290 (E. terminus) MP 107.38            63.18     101.68   \n",
       "15                I-290 (E. terminus) MP 140.25            32.87      52.90   \n",
       "65                        Valley Forge (MP 326)            99.56     160.23   \n",
       "63         US 70, 5.2 miles N. of TX State Line            25.00      40.23   \n",
       "62                       US 277 North of Lawton             7.20      11.59   \n",
       "58                                        Tulsa             5.20       8.37   \n",
       "60                          Missouri State Line             3.60       5.79   \n",
       "48                                       Albany           111.20     178.96   \n",
       "49                                       Albany            89.50     144.04   \n",
       "50                                       Albany            56.60      91.09   \n",
       "51                           Massachusetts Line            17.90      28.81   \n",
       "59                          Missouri State Line            84.90     136.63   \n",
       "61                       US 277 North of Lawton            62.40      92.22   \n",
       "47                                       Albany           236.90     381.25   \n",
       "27                               Portland I-295             0.56       0.90   \n",
       "29                               Falmouth I-495             2.56       4.12   \n",
       "26                                   Saco RTE 5             0.37       0.59   \n",
       "25                                      Augusta            23.80      38.30   \n",
       "23             18th Street, Kansas City, Kansas            59.00      94.95   \n",
       "22             18th Street, Kansas City, Kansas           177.00     284.85   \n",
       "..                                          ...              ...        ...   \n",
       "8                        US 36 and Kalamath St.             7.00      11.27   \n",
       "106                                        I-95            14.00      22.53   \n",
       "19                            Indiana Stateline             7.70      12.39   \n",
       "3                                         SR 52             8.00      12.87   \n",
       "4                               SR 237 Milpitas            14.00      22.53   \n",
       "5                                        SR 237             4.00       6.44   \n",
       "6                                    Adams Blvd            11.00      17.70   \n",
       "7                                         I-605            14.00      22.53   \n",
       "10                                       SR 141             0.70       1.13   \n",
       "37   County Trunk Highway J (White Bear Twnshp)            12.00      19.31   \n",
       "38                    I-293 Exit 10 in Hooksett             7.43      11.95   \n",
       "40                      I-93 Exit 14 in Concord             2.27       3.65   \n",
       "41                      I-95 Exit 1 in Seabrook             1.16       1.87   \n",
       "43                             Maine State Line             3.74       6.02   \n",
       "44                     George Washington Bridge            76.78     123.57   \n",
       "45                               Holland Tunnel             8.17      13.15   \n",
       "46                          New Jersey Turnpike             5.70       9.17   \n",
       "52                                Niagara Falls            21.60      34.76   \n",
       "53                             Connecticut Line            15.00      24.14   \n",
       "66                                 Valley Forge             5.20       8.37   \n",
       "68                                         I-81            22.70      36.53   \n",
       "70                                    Ohio Line            13.00      20.92   \n",
       "99                            Greenville Avenue            10.70      17.23   \n",
       "100                    South of Valwood Parkway             5.80       9.34   \n",
       "101                                      SH 161            13.30      21.40   \n",
       "102                                  Sylvan Ave            16.18      26.04   \n",
       "103                                  Parramatta            19.90      32.02   \n",
       "104                             Dixie Farm Road            15.50      24.94   \n",
       "107                                   Princeton            68.80     110.72   \n",
       "108                                   Princeton            18.00      28.97   \n",
       "\n",
       "    Rural/Urban  Interstate Route     ...     Maximum Truck Fee  \\\n",
       "33        Rural                90     ...                 $9.55   \n",
       "105       Urban                15     ...           Not Allowed   \n",
       "67        Rural               476     ...               $503.20   \n",
       "28        Urban               495     ...                $12.85   \n",
       "17        Rural            39, 90     ...                $21.00   \n",
       "18        Urban            39, 90     ...                $21.00   \n",
       "24        Rural                95     ...                $10.60   \n",
       "64        Rural                76     ...               $692.95   \n",
       "11        Rural                75     ...                $18.00   \n",
       "34        Urban                90     ...                $19.90   \n",
       "14        Rural                88     ...                $27.00   \n",
       "15        Urban                88     ...                $27.00   \n",
       "65        Rural                76     ...               $451.20   \n",
       "63        Rural                44     ...                $18.00   \n",
       "62        Urban                44     ...                $18.00   \n",
       "58        Urban                44     ...                $20.00   \n",
       "60        Urban                44     ...                $20.00   \n",
       "48        Urban                90     ...               $137.90   \n",
       "49        Rural                87     ...               $137.90   \n",
       "50        Urban                87     ...               $137.90   \n",
       "51        Rural                90     ...               $137.90   \n",
       "59        Rural                44     ...                $20.00   \n",
       "61        Rural                44     ...                $18.00   \n",
       "47        Rural                90     ...               $137.90   \n",
       "27        Rural               295     ...                 $2.70   \n",
       "29        Rural               495     ...                $12.85   \n",
       "26        Rural               195     ...                 $2.70   \n",
       "25        Urban                95     ...                $10.60   \n",
       "23        Urban  35, 335, 470, 70     ...                $77.50   \n",
       "22        Rural  35, 335, 470, 70     ...                $77.50   \n",
       "..          ...               ...     ...                   ...   \n",
       "8         Urban                25     ...                $24.98   \n",
       "106       Urban               495     ...           Not Allowed   \n",
       "19        Urban                90     ...                $29.40   \n",
       "3         Urban                15     ...                   NaN   \n",
       "4         Urban               680     ...                 $0.00   \n",
       "5         Urban               880     ...                   NaN   \n",
       "6         Urban               110     ...                   NaN   \n",
       "7         Urban                10     ...                   NaN   \n",
       "10        Urban               295     ...                   NaN   \n",
       "37        Urban               35E     ...                 $8.00   \n",
       "38        Urban               293     ...                   NaN   \n",
       "40        Urban                93     ...                   NaN   \n",
       "41        Urban                95     ...                   NaN   \n",
       "43        Urban                95     ...                   NaN   \n",
       "44        Urban                95     ...                $56.85   \n",
       "45        Urban                78     ...                 $5.60   \n",
       "46        Rural               276     ...                 $1.95   \n",
       "52        Urban               190     ...                   NaN   \n",
       "53        Urban                95     ...                 $9.75   \n",
       "66        Urban                76     ...                   NaN   \n",
       "68        Urban               476     ...                   NaN   \n",
       "70        Urban                76     ...                   NaN   \n",
       "99        Urban               635     ...                $49.69   \n",
       "100       Urban               35E     ...                $49.69   \n",
       "101       Urban               820     ...                $49.88   \n",
       "102       Urban                30     ...                   NaN   \n",
       "103       Urban                45     ...           Not Allowed   \n",
       "104       Urban                45     ...           Not Allowed   \n",
       "107       Rural                77     ...                   NaN   \n",
       "108       Urban                77     ...                   NaN   \n",
       "\n",
       "    Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "33              $0.45                               $0.13   \n",
       "105       Not Allowed                         Not Allowed   \n",
       "67             $14.14                               $0.08   \n",
       "28              $2.70                               $0.08   \n",
       "17             $15.75                               $0.24   \n",
       "18             $15.75                               $0.24   \n",
       "24              $2.70                               $0.08   \n",
       "64             $18.97                               $0.18   \n",
       "11              $8.55                               $0.04   \n",
       "34              $0.25                               $0.10   \n",
       "14             $20.30                               $0.18   \n",
       "15             $20.30                               $0.18   \n",
       "65             $11.38                               $0.15   \n",
       "63              $0.45                               $0.19   \n",
       "62              $0.45                               $0.19   \n",
       "58              $1.50                               $0.23   \n",
       "60              $1.75                               $0.23   \n",
       "48              $0.40                               $0.24   \n",
       "49              $0.40                               $0.24   \n",
       "50              $0.40                               $0.24   \n",
       "51              $0.40                               $0.24   \n",
       "59              $1.75                               $0.23   \n",
       "61              $0.45                               $0.19   \n",
       "47              $0.40                               $0.24   \n",
       "27              $2.70                               $0.14   \n",
       "29              $2.70                               $0.14   \n",
       "26              $2.70                               $0.19   \n",
       "25              $2.70                               $0.15   \n",
       "23              $1.60                               $0.13   \n",
       "22              $1.60                               $0.13   \n",
       "..                ...                                 ...   \n",
       "8              $18.70                                 NaN   \n",
       "106       Not Allowed                         Not Allowed   \n",
       "19             $16.00                               $3.00   \n",
       "3                 NaN                                 NaN   \n",
       "4               $0.00                                 NaN   \n",
       "5                 NaN                                 NaN   \n",
       "6                 NaN                                 NaN   \n",
       "7                 NaN                                 NaN   \n",
       "10                NaN                                 NaN   \n",
       "37              $0.25                                 NaN   \n",
       "38                NaN                                 NaN   \n",
       "40                NaN                                 NaN   \n",
       "41                NaN                                 NaN   \n",
       "43                NaN                                 NaN   \n",
       "44             $43.95                                 NaN   \n",
       "45              $4.90                                 NaN   \n",
       "46              $1.95                                 NaN   \n",
       "52                NaN                                 NaN   \n",
       "53              $3.33                                 NaN   \n",
       "66                NaN                                 NaN   \n",
       "68                NaN                                 NaN   \n",
       "70                NaN                                 NaN   \n",
       "99             $29.81                                 NaN   \n",
       "100            $29.81                                 NaN   \n",
       "101            $29.81                                 NaN   \n",
       "102               NaN                                 NaN   \n",
       "103       Not Allowed                         Not Allowed   \n",
       "104       Not Allowed                         Not Allowed   \n",
       "107               NaN                                 NaN   \n",
       "108               NaN                                 NaN   \n",
       "\n",
       "    num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "33                               1.40                              0.45   \n",
       "105                              1.00                              0.25   \n",
       "67                              12.50                              8.62   \n",
       "28                               2.85                              0.60   \n",
       "17                               4.20                              2.10   \n",
       "18                               4.20                              2.10   \n",
       "24                               2.35                              0.60   \n",
       "64                              18.45                             13.12   \n",
       "11                               3.00                              2.85   \n",
       "34                               7.90                              0.25   \n",
       "14                              10.20                              5.10   \n",
       "15                              10.20                              2.70   \n",
       "65                              10.75                              7.60   \n",
       "63                               4.75                              0.25   \n",
       "62                               4.75                              0.25   \n",
       "58                               4.00                              0.25   \n",
       "60                               4.00                              0.25   \n",
       "48                              33.70                              0.15   \n",
       "49                              33.70                              0.15   \n",
       "50                              33.70                              0.15   \n",
       "51                              33.70                              0.15   \n",
       "59                               4.00                              0.25   \n",
       "61                               4.75                              0.25   \n",
       "47                              33.70                              0.15   \n",
       "27                               0.60                              0.60   \n",
       "29                               2.85                              0.60   \n",
       "26                               0.60                              0.60   \n",
       "25                               2.35                              0.60   \n",
       "23                              12.00                              0.30   \n",
       "22                              12.00                              0.30   \n",
       "..                                ...                               ...   \n",
       "8                                4.65                              0.70   \n",
       "106                               NaN                              0.50   \n",
       "19                               4.00                              4.00   \n",
       "3                                8.00                              0.50   \n",
       "4                                8.00                              0.30   \n",
       "5                                 NaN                              0.30   \n",
       "6                               15.40                              0.25   \n",
       "7                               19.60                              0.25   \n",
       "10                               4.00                               NaN   \n",
       "37                               8.00                              0.25   \n",
       "38                                NaN                               NaN   \n",
       "40                                NaN                               NaN   \n",
       "41                                NaN                               NaN   \n",
       "43                                NaN                               NaN   \n",
       "44                              13.85                             10.40   \n",
       "45                               5.60                              4.90   \n",
       "46                               1.95                              1.95   \n",
       "52                                NaN                               NaN   \n",
       "53                               3.00                              1.66   \n",
       "66                                NaN                               NaN   \n",
       "68                                NaN                               NaN   \n",
       "70                                NaN                               NaN   \n",
       "99                               9.94                              0.00   \n",
       "100                              9.94                              0.00   \n",
       "101                              9.98                              0.00   \n",
       "102                              0.40                              0.10   \n",
       "103                              7.00                              1.00   \n",
       "104                              6.50                              1.00   \n",
       "107                               NaN                               NaN   \n",
       "108                               NaN                               NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "33                                                0.02                   9.55   \n",
       "105                                               0.02                    NaN   \n",
       "67                                                0.02                 503.20   \n",
       "28                                                0.03                  12.85   \n",
       "17                                                0.03                  21.00   \n",
       "18                                                0.03                  21.00   \n",
       "24                                                0.03                  10.60   \n",
       "64                                                0.04                 692.95   \n",
       "11                                                0.04                  18.00   \n",
       "34                                                0.04                  19.90   \n",
       "14                                                0.04                  27.00   \n",
       "15                                                0.04                  27.00   \n",
       "65                                                0.04                 451.20   \n",
       "63                                                0.05                  18.00   \n",
       "62                                                0.05                  18.00   \n",
       "58                                                0.05                  20.00   \n",
       "60                                                0.05                  20.00   \n",
       "48                                                0.05                 137.90   \n",
       "49                                                0.05                 137.90   \n",
       "50                                                0.05                 137.90   \n",
       "51                                                0.05                 137.90   \n",
       "59                                                0.05                  20.00   \n",
       "61                                                0.05                  18.00   \n",
       "47                                                0.05                 137.90   \n",
       "27                                                0.05                   2.70   \n",
       "29                                                0.05                  12.85   \n",
       "26                                                0.05                   2.70   \n",
       "25                                                0.05                  10.60   \n",
       "23                                                0.05                  77.50   \n",
       "22                                                0.05                  77.50   \n",
       "..                                                 ...                    ...   \n",
       "8                                                 0.37                  24.98   \n",
       "106                                               0.50                    NaN   \n",
       "19                                                0.51                  29.40   \n",
       "3                                                  NaN                    NaN   \n",
       "4                                                  NaN                   0.00   \n",
       "5                                                  NaN                    NaN   \n",
       "6                                                  NaN                    NaN   \n",
       "7                                                  NaN                    NaN   \n",
       "10                                                 NaN                    NaN   \n",
       "37                                                 NaN                   8.00   \n",
       "38                                                 NaN                    NaN   \n",
       "40                                                 NaN                    NaN   \n",
       "41                                                 NaN                    NaN   \n",
       "43                                                 NaN                    NaN   \n",
       "44                                                 NaN                  56.85   \n",
       "45                                                 NaN                   5.60   \n",
       "46                                                 NaN                   1.95   \n",
       "52                                                 NaN                    NaN   \n",
       "53                                                 NaN                   9.75   \n",
       "66                                                 NaN                    NaN   \n",
       "68                                                 NaN                    NaN   \n",
       "70                                                 NaN                    NaN   \n",
       "99                                                 NaN                  49.69   \n",
       "100                                                NaN                  49.69   \n",
       "101                                                NaN                  49.88   \n",
       "102                                                NaN                    NaN   \n",
       "103                                                NaN                    NaN   \n",
       "104                                                NaN                    NaN   \n",
       "107                                                NaN                    NaN   \n",
       "108                                                NaN                    NaN   \n",
       "\n",
       "    num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "33                   0.45                                    0.13  interstate  \n",
       "105                   NaN                                     NaN  interstate  \n",
       "67                  14.14                                    0.08  interstate  \n",
       "28                   2.70                                    0.08  interstate  \n",
       "17                  15.75                                    0.24  interstate  \n",
       "18                  15.75                                    0.24  interstate  \n",
       "24                   2.70                                    0.08  interstate  \n",
       "64                  18.97                                    0.18  interstate  \n",
       "11                   8.55                                    0.04  interstate  \n",
       "34                   0.25                                    0.10  interstate  \n",
       "14                  20.30                                    0.18  interstate  \n",
       "15                  20.30                                    0.18  interstate  \n",
       "65                  11.38                                    0.15  interstate  \n",
       "63                   0.45                                    0.19  interstate  \n",
       "62                   0.45                                    0.19  interstate  \n",
       "58                   1.50                                    0.23  interstate  \n",
       "60                   1.75                                    0.23  interstate  \n",
       "48                   0.40                                    0.24  interstate  \n",
       "49                   0.40                                    0.24  interstate  \n",
       "50                   0.40                                    0.24  interstate  \n",
       "51                   0.40                                    0.24  interstate  \n",
       "59                   1.75                                    0.23  interstate  \n",
       "61                   0.45                                    0.19  interstate  \n",
       "47                   0.40                                    0.24  interstate  \n",
       "27                   2.70                                    0.14  interstate  \n",
       "29                   2.70                                    0.14  interstate  \n",
       "26                   2.70                                    0.19  interstate  \n",
       "25                   2.70                                    0.15  interstate  \n",
       "23                   1.60                                    0.13  interstate  \n",
       "22                   1.60                                    0.13  interstate  \n",
       "..                    ...                                     ...         ...  \n",
       "8                   18.70                                     NaN  interstate  \n",
       "106                   NaN                                     NaN  interstate  \n",
       "19                  16.00                                    3.00  interstate  \n",
       "3                     NaN                                     NaN  interstate  \n",
       "4                    0.00                                     NaN  interstate  \n",
       "5                     NaN                                     NaN  interstate  \n",
       "6                     NaN                                     NaN  interstate  \n",
       "7                     NaN                                     NaN  interstate  \n",
       "10                    NaN                                     NaN  interstate  \n",
       "37                   0.25                                     NaN  interstate  \n",
       "38                    NaN                                     NaN  interstate  \n",
       "40                    NaN                                     NaN  interstate  \n",
       "41                    NaN                                     NaN  interstate  \n",
       "43                    NaN                                     NaN  interstate  \n",
       "44                  43.95                                     NaN  interstate  \n",
       "45                   4.90                                     NaN  interstate  \n",
       "46                   1.95                                     NaN  interstate  \n",
       "52                    NaN                                     NaN  interstate  \n",
       "53                   3.33                                     NaN  interstate  \n",
       "66                    NaN                                     NaN  interstate  \n",
       "68                    NaN                                     NaN  interstate  \n",
       "70                    NaN                                     NaN  interstate  \n",
       "99                  29.81                                     NaN  interstate  \n",
       "100                 29.81                                     NaN  interstate  \n",
       "101                 29.81                                     NaN  interstate  \n",
       "102                   NaN                                     NaN  interstate  \n",
       "103                   NaN                                     NaN  interstate  \n",
       "104                   NaN                                     NaN  interstate  \n",
       "107                   NaN                                     NaN  interstate  \n",
       "108                   NaN                                     NaN  interstate  \n",
       "\n",
       "[106 rows x 31 columns]"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\",ascending=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    79.000000\n",
       "mean      0.100253\n",
       "std       0.089743\n",
       "min       0.020000\n",
       "25%       0.050000\n",
       "50%       0.060000\n",
       "75%       0.130000\n",
       "max       0.510000\n",
       "Name: num_Average Passenger Vehicle Cost per Vehicle-Mile, dtype: float64"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>Chicago Skyway</td>\n",
       "      <td>75</td>\n",
       "      <td>Skyway Concession Company, LLC</td>\n",
       "      <td>I-94 in Chicago</td>\n",
       "      <td>Indiana Stateline</td>\n",
       "      <td>7.70</td>\n",
       "      <td>12.39</td>\n",
       "      <td>Urban</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$29.40</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>0.51</td>\n",
       "      <td>29.40</td>\n",
       "      <td>16.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>495 Express Lanes</td>\n",
       "      <td>312</td>\n",
       "      <td>Capital Beltway Express, LLC</td>\n",
       "      <td>Old Dominion Drive</td>\n",
       "      <td>I-95</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>495</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>HOV/Tolled Express Lanes</td>\n",
       "      <td>24</td>\n",
       "      <td>Plenary Roads Denver</td>\n",
       "      <td>20th Ave, downtown Denver</td>\n",
       "      <td>US 36 and Kalamath St.</td>\n",
       "      <td>7.00</td>\n",
       "      <td>11.27</td>\n",
       "      <td>Urban</td>\n",
       "      <td>25</td>\n",
       "      <td>...</td>\n",
       "      <td>$24.98</td>\n",
       "      <td>$18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.65</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.37</td>\n",
       "      <td>24.98</td>\n",
       "      <td>18.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>11.20</td>\n",
       "      <td>18.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$11.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>$0.28</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.23</td>\n",
       "      <td>11.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>0.28</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Dávila Mosanto</td>\n",
       "      <td>293</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-52</td>\n",
       "      <td>PR-713</td>\n",
       "      <td>4.72</td>\n",
       "      <td>7.60</td>\n",
       "      <td>Rural</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.62</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.21</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.62</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>Southern Connector</td>\n",
       "      <td>219</td>\n",
       "      <td>Connector 2000 Association</td>\n",
       "      <td>I-385/ US 276</td>\n",
       "      <td>I-85</td>\n",
       "      <td>16.00</td>\n",
       "      <td>25.75</td>\n",
       "      <td>Rural</td>\n",
       "      <td>185</td>\n",
       "      <td>...</td>\n",
       "      <td>$12.00</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.19</td>\n",
       "      <td>12.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.40</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-866, San Juan West Urbanized Boundary</td>\n",
       "      <td>PR-659, Dorado East Municipal Limit</td>\n",
       "      <td>5.28</td>\n",
       "      <td>8.50</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.55</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.19</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.55</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-184</td>\n",
       "      <td>PR-1, Caguas South Urban Limit</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.52</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.18</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.52</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-137, Vega Baja West Urban Limit</td>\n",
       "      <td>PR-140, Florida-Barceloneta and Arecibo Urbani...</td>\n",
       "      <td>8.37</td>\n",
       "      <td>13.47</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.46</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.18</td>\n",
       "      <td>5.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.46</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>John F. Kennedy Memorial Highway - Express Tol...</td>\n",
       "      <td>98</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>I-895</td>\n",
       "      <td>MD 43</td>\n",
       "      <td>9.63</td>\n",
       "      <td>15.50</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$19.74</td>\n",
       "      <td>$5.25</td>\n",
       "      <td>$1.30</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.18</td>\n",
       "      <td>19.74</td>\n",
       "      <td>5.25</td>\n",
       "      <td>1.30</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-10, Arecibo Southeast Urban Limit</td>\n",
       "      <td>PR-2, Hatillo</td>\n",
       "      <td>5.72</td>\n",
       "      <td>9.21</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.51</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.17</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.51</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-26 Int. PR-3, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>8.62</td>\n",
       "      <td>13.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.25</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.17</td>\n",
       "      <td>4.25</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.39</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-2</td>\n",
       "      <td>PR-866 San Juan West Urbanized Boundary</td>\n",
       "      <td>6.15</td>\n",
       "      <td>9.90</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.48</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.16</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.48</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-2, Ponce Southwest Urban Limit</td>\n",
       "      <td>PR-1, Ponce Southwest Urban Limit</td>\n",
       "      <td>4.97</td>\n",
       "      <td>8.00</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.15</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.39</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-95 Exit 1 in Seabrook</td>\n",
       "      <td>I-95 Exit 3 in Portsmouth</td>\n",
       "      <td>11.30</td>\n",
       "      <td>18.19</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$1.35</td>\n",
       "      <td>$0.67</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.53</td>\n",
       "      <td>0.15</td>\n",
       "      <td>7.50</td>\n",
       "      <td>1.35</td>\n",
       "      <td>0.67</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>JCT 12 (Wayzata Blvd)</td>\n",
       "      <td>I-94 (Minneapolis, MN)</td>\n",
       "      <td>11.00</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>394</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.15</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>John F. Kennedy Memorial Highway</td>\n",
       "      <td>94</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>Northern Baltimore City Line</td>\n",
       "      <td>Delaware Border</td>\n",
       "      <td>50.00</td>\n",
       "      <td>80.50</td>\n",
       "      <td>Rural</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$75.00</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$0.91</td>\n",
       "      <td>12.00</td>\n",
       "      <td>2.80</td>\n",
       "      <td>0.15</td>\n",
       "      <td>75.00</td>\n",
       "      <td>16.00</td>\n",
       "      <td>0.91</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Florida</td>\n",
       "      <td>I-95 Express</td>\n",
       "      <td>302</td>\n",
       "      <td>FL Dept of Transportation</td>\n",
       "      <td>I-395</td>\n",
       "      <td>Golden Glades (TPK, US 441, SR 826)</td>\n",
       "      <td>7.00</td>\n",
       "      <td>11.27</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>Canovanas</td>\n",
       "      <td>Rio Grande</td>\n",
       "      <td>10.81</td>\n",
       "      <td>17.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.25</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.44</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.14</td>\n",
       "      <td>4.25</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.44</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>JCT TH-42 (Burnsville, MN)</td>\n",
       "      <td>I-94 (Minneapolis, MN)</td>\n",
       "      <td>16.00</td>\n",
       "      <td>25.75</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35W</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.13</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Texas</td>\n",
       "      <td>Katy Managed Lanes</td>\n",
       "      <td>246</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>IH 610</td>\n",
       "      <td>SH 6</td>\n",
       "      <td>12.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>$21.00</td>\n",
       "      <td>$7.00</td>\n",
       "      <td>$1.42</td>\n",
       "      <td>7.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.13</td>\n",
       "      <td>21.00</td>\n",
       "      <td>7.00</td>\n",
       "      <td>1.42</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Dávila Mosanto</td>\n",
       "      <td>293</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-713</td>\n",
       "      <td>PR-54</td>\n",
       "      <td>3.83</td>\n",
       "      <td>6.16</td>\n",
       "      <td>Rural</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.25</td>\n",
       "      <td>$0.50</td>\n",
       "      <td>$0.38</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.25</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.38</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Celso Barbosa</td>\n",
       "      <td>292</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-3, Humacao</td>\n",
       "      <td>PR-9914, Yabucoa</td>\n",
       "      <td>7.63</td>\n",
       "      <td>12.28</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.38</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.13</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.38</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-853, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.34</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.34</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Roberto Sánchez Vilella Expressway (PR-66)</td>\n",
       "      <td>296</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-853, Carolina</td>\n",
       "      <td>PR-3, Canóvanas</td>\n",
       "      <td>5.68</td>\n",
       "      <td>9.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$2.75</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$0.34</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.13</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.34</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>PR-53 Expressway: José Celso Barbosa</td>\n",
       "      <td>292</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-3, Fajardo South Urban Limit</td>\n",
       "      <td>PR-973</td>\n",
       "      <td>8.43</td>\n",
       "      <td>13.57</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.12</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.35</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-1, Caguas South Urban Limit</td>\n",
       "      <td>PR-1, San Juan Urban Area</td>\n",
       "      <td>14.30</td>\n",
       "      <td>23.01</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$1.50</td>\n",
       "      <td>$0.27</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.10</td>\n",
       "      <td>5.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.27</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>Luis A. Ferre Expressway (PR-52)</td>\n",
       "      <td>290</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>MonteHiedra Avenue</td>\n",
       "      <td>PR-1 &amp; PR-18 (San Juan)</td>\n",
       "      <td>3.40</td>\n",
       "      <td>5.47</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>$0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.10</td>\n",
       "      <td>1.95</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>De Diego Expessway (PR-22)</td>\n",
       "      <td>291</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-659, Dorado East Municipal Limit</td>\n",
       "      <td>PR-137, Vega Baja West Urban Limit</td>\n",
       "      <td>11.06</td>\n",
       "      <td>17.80</td>\n",
       "      <td>Urban</td>\n",
       "      <td>X</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.09</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-93 Exit 10 in Hooksett</td>\n",
       "      <td>I-93 Exit 12 in Concord</td>\n",
       "      <td>9.49</td>\n",
       "      <td>15.27</td>\n",
       "      <td>Rural/Urban</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$0.90</td>\n",
       "      <td>$0.22</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.09</td>\n",
       "      <td>5.50</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.22</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>Massachusetts Turnpike</td>\n",
       "      <td>103</td>\n",
       "      <td>MassDot</td>\n",
       "      <td>New York State Line</td>\n",
       "      <td>I-93 Boston</td>\n",
       "      <td>38.42</td>\n",
       "      <td>61.87</td>\n",
       "      <td>Rural</td>\n",
       "      <td>90</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.55</td>\n",
       "      <td>$0.45</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>1.40</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.02</td>\n",
       "      <td>9.55</td>\n",
       "      <td>0.45</td>\n",
       "      <td>0.13</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Utah</td>\n",
       "      <td>Express Lanes (Salt Lake City)</td>\n",
       "      <td>267</td>\n",
       "      <td>Utah Department of Transportation</td>\n",
       "      <td>US-6 (Spanish Fork, MP 258.8)</td>\n",
       "      <td>SR-126 (MP 331.8)</td>\n",
       "      <td>61.90</td>\n",
       "      <td>99.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.02</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76 (MP A20.4)</td>\n",
       "      <td>I-81 (MP A130.0)</td>\n",
       "      <td>109.60</td>\n",
       "      <td>176.38</td>\n",
       "      <td>Rural</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>$503.20</td>\n",
       "      <td>$14.14</td>\n",
       "      <td>$0.08</td>\n",
       "      <td>12.50</td>\n",
       "      <td>8.62</td>\n",
       "      <td>0.02</td>\n",
       "      <td>503.20</td>\n",
       "      <td>14.14</td>\n",
       "      <td>0.08</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>California</td>\n",
       "      <td>I-15 Value Pricing Project</td>\n",
       "      <td>16</td>\n",
       "      <td>San Diego Assoc of Gov; CA Dept of Trans</td>\n",
       "      <td>SR 56/ Ted Williams Pkwy</td>\n",
       "      <td>SR 52</td>\n",
       "      <td>8.00</td>\n",
       "      <td>12.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>15</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>California</td>\n",
       "      <td>I-680 SMART Carpool Lanes</td>\n",
       "      <td>297</td>\n",
       "      <td>Alameda County Congestion Management Agency</td>\n",
       "      <td>SR 84/ Pleasanton</td>\n",
       "      <td>SR 237 Milpitas</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>680</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>California</td>\n",
       "      <td>I-880 / SR 237 Express Connector</td>\n",
       "      <td>298</td>\n",
       "      <td>Santa Clara Valley Transportation Authority</td>\n",
       "      <td>I-880</td>\n",
       "      <td>SR 237</td>\n",
       "      <td>4.00</td>\n",
       "      <td>6.44</td>\n",
       "      <td>Urban</td>\n",
       "      <td>880</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>California</td>\n",
       "      <td>I-110 Express Lanes</td>\n",
       "      <td>313</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Harbor Gateway Transit Center</td>\n",
       "      <td>Adams Blvd</td>\n",
       "      <td>11.00</td>\n",
       "      <td>17.70</td>\n",
       "      <td>Urban</td>\n",
       "      <td>110</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.40</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>I-10 Express Lanes</td>\n",
       "      <td>338</td>\n",
       "      <td>Los Angeles County Metropolitan Transportation...</td>\n",
       "      <td>Alameda St/Union Station</td>\n",
       "      <td>I-605</td>\n",
       "      <td>14.00</td>\n",
       "      <td>22.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>10</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>19.60</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>John F. Kennedy Memorial Highway (Delaware Tur...</td>\n",
       "      <td>28</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>SR 141</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Urban</td>\n",
       "      <td>295</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>MNPass</td>\n",
       "      <td>113</td>\n",
       "      <td>MN Dept of Trans</td>\n",
       "      <td>Cayuga Street (St. Paul)</td>\n",
       "      <td>County Trunk Highway J (White Bear Twnshp)</td>\n",
       "      <td>12.00</td>\n",
       "      <td>19.31</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>$0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>8.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-293 Exit 3 in Bedford</td>\n",
       "      <td>I-293 Exit 10 in Hooksett</td>\n",
       "      <td>7.43</td>\n",
       "      <td>11.95</td>\n",
       "      <td>Urban</td>\n",
       "      <td>293</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>F.E. Everett Turnpike</td>\n",
       "      <td>118</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-93 Exit 12 in Concord</td>\n",
       "      <td>I-93 Exit 14 in Concord</td>\n",
       "      <td>2.27</td>\n",
       "      <td>3.65</td>\n",
       "      <td>Urban</td>\n",
       "      <td>93</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>Massachusetts State Line</td>\n",
       "      <td>I-95 Exit 1 in Seabrook</td>\n",
       "      <td>1.16</td>\n",
       "      <td>1.87</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>Blue Star Turnpike</td>\n",
       "      <td>117</td>\n",
       "      <td>NH Department of Transportation</td>\n",
       "      <td>I-95 Exit 3 in Portsmouth</td>\n",
       "      <td>Maine State Line</td>\n",
       "      <td>3.74</td>\n",
       "      <td>6.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>152</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>George Washington Bridge</td>\n",
       "      <td>76.78</td>\n",
       "      <td>123.57</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$56.85</td>\n",
       "      <td>$43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.85</td>\n",
       "      <td>10.40</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.85</td>\n",
       "      <td>43.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Newark Bay Extension</td>\n",
       "      <td>150</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Interchange 1/9</td>\n",
       "      <td>Holland Tunnel</td>\n",
       "      <td>8.17</td>\n",
       "      <td>13.15</td>\n",
       "      <td>Urban</td>\n",
       "      <td>78</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.60</td>\n",
       "      <td>$4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.60</td>\n",
       "      <td>4.90</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>Pearl Harbor Memorial Extension (formerly kno...</td>\n",
       "      <td>151</td>\n",
       "      <td>NJ Turnpike Authority</td>\n",
       "      <td>Delaware River Bridge</td>\n",
       "      <td>New Jersey Turnpike</td>\n",
       "      <td>5.70</td>\n",
       "      <td>9.17</td>\n",
       "      <td>Rural</td>\n",
       "      <td>276</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>$1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.95</td>\n",
       "      <td>1.95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>New York</td>\n",
       "      <td>Niagara Section</td>\n",
       "      <td>185</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Buffalo</td>\n",
       "      <td>Niagara Falls</td>\n",
       "      <td>21.60</td>\n",
       "      <td>34.76</td>\n",
       "      <td>Urban</td>\n",
       "      <td>190</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>New York</td>\n",
       "      <td>New England Section</td>\n",
       "      <td>186</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>Pelham Parkway, New York, NY</td>\n",
       "      <td>Connecticut Line</td>\n",
       "      <td>15.00</td>\n",
       "      <td>24.14</td>\n",
       "      <td>Urban</td>\n",
       "      <td>95</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.75</td>\n",
       "      <td>$3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>1.66</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.75</td>\n",
       "      <td>3.33</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>66</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Eastern Extension</td>\n",
       "      <td>209</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Carlisle</td>\n",
       "      <td>Valley Forge</td>\n",
       "      <td>5.20</td>\n",
       "      <td>8.37</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Northeastern Extension</td>\n",
       "      <td>210</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>I-76</td>\n",
       "      <td>I-81</td>\n",
       "      <td>22.70</td>\n",
       "      <td>36.53</td>\n",
       "      <td>Urban</td>\n",
       "      <td>476</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>Pennsylvania Turnpike Western Extension</td>\n",
       "      <td>211</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>Irwin</td>\n",
       "      <td>Ohio Line</td>\n",
       "      <td>13.00</td>\n",
       "      <td>20.92</td>\n",
       "      <td>Urban</td>\n",
       "      <td>76</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 635 East of Luna Road</td>\n",
       "      <td>Greenville Avenue</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.23</td>\n",
       "      <td>Urban</td>\n",
       "      <td>635</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Texas</td>\n",
       "      <td>I-635 LBJ Managed Lanes, Dallas/ Fort Worth</td>\n",
       "      <td>307</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35E South of SL 12</td>\n",
       "      <td>South of Valwood Parkway</td>\n",
       "      <td>5.80</td>\n",
       "      <td>9.34</td>\n",
       "      <td>Urban</td>\n",
       "      <td>35E</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.69</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.94</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.69</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Texas</td>\n",
       "      <td>North Tarrant Express - Segments 1 &amp; 2W</td>\n",
       "      <td>308</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>IH 35 W</td>\n",
       "      <td>SH 161</td>\n",
       "      <td>13.30</td>\n",
       "      <td>21.40</td>\n",
       "      <td>Urban</td>\n",
       "      <td>820</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.88</td>\n",
       "      <td>$29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.98</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>49.88</td>\n",
       "      <td>29.81</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Texas</td>\n",
       "      <td>Tom Landry Expressway (I-30)</td>\n",
       "      <td>329</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>Bairds Farm Road/ Legends Way</td>\n",
       "      <td>Sylvan Ave</td>\n",
       "      <td>16.18</td>\n",
       "      <td>26.04</td>\n",
       "      <td>Urban</td>\n",
       "      <td>30</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 North (North Freeway) HOV/HOT Lane</td>\n",
       "      <td>341</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Franklin</td>\n",
       "      <td>Parramatta</td>\n",
       "      <td>19.90</td>\n",
       "      <td>32.02</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>7.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Texas</td>\n",
       "      <td>IH 45 South (Gulf Freeway ) HOV/HOT Lane</td>\n",
       "      <td>342</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Bastrop</td>\n",
       "      <td>Dixie Farm Road</td>\n",
       "      <td>15.50</td>\n",
       "      <td>24.94</td>\n",
       "      <td>Urban</td>\n",
       "      <td>45</td>\n",
       "      <td>...</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>6.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>68.80</td>\n",
       "      <td>110.72</td>\n",
       "      <td>Rural</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>West Virginia Turnpike</td>\n",
       "      <td>288</td>\n",
       "      <td>WV Parkways Economic Development &amp; Tourism Au...</td>\n",
       "      <td>Charleston</td>\n",
       "      <td>Princeton</td>\n",
       "      <td>18.00</td>\n",
       "      <td>28.97</td>\n",
       "      <td>Urban</td>\n",
       "      <td>77</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>106 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              State                                   Name of Facility  \\\n",
       "19         Illinois                                     Chicago Skyway   \n",
       "106        Virginia                                  495 Express Lanes   \n",
       "8          Colorado                           HOV/Tolled Express Lanes   \n",
       "9          Delaware  John F. Kennedy Memorial Highway (Delaware Tur...   \n",
       "88      Puerto Rico              PR-53 Expressway: José Dávila Mosanto   \n",
       "97   South Carolina                                 Southern Connector   \n",
       "85      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "77      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "82      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "32         Maryland  John F. Kennedy Memorial Highway - Express Tol...   \n",
       "80      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "92      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "84      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "72      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "42    New Hampshire                                 Blue Star Turnpike   \n",
       "36        Minnesota                                             MNPass   \n",
       "31         Maryland                  John F. Kennedy Memorial Highway    \n",
       "12          Florida                                       I-95 Express   \n",
       "95      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "35        Minnesota                                             MNPass   \n",
       "98            Texas                                 Katy Managed Lanes   \n",
       "87      Puerto Rico              PR-53 Expressway: José Dávila Mosanto   \n",
       "91      Puerto Rico               PR-53 Expressway: José Celso Barbosa   \n",
       "93      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "94      Puerto Rico         Roberto Sánchez Vilella Expressway (PR-66)   \n",
       "89      Puerto Rico               PR-53 Expressway: José Celso Barbosa   \n",
       "78      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "79      Puerto Rico                   Luis A. Ferre Expressway (PR-52)   \n",
       "83      Puerto Rico                         De Diego Expessway (PR-22)   \n",
       "39    New Hampshire                              F.E. Everett Turnpike   \n",
       "..              ...                                                ...   \n",
       "33    Massachusetts                             Massachusetts Turnpike   \n",
       "105            Utah                     Express Lanes (Salt Lake City)   \n",
       "67     Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "3        California                         I-15 Value Pricing Project   \n",
       "4        California                          I-680 SMART Carpool Lanes   \n",
       "5        California                   I-880 / SR 237 Express Connector   \n",
       "6        California                                I-110 Express Lanes   \n",
       "7        California                                 I-10 Express Lanes   \n",
       "10         Delaware  John F. Kennedy Memorial Highway (Delaware Tur...   \n",
       "37        Minnesota                                             MNPass   \n",
       "38    New Hampshire                              F.E. Everett Turnpike   \n",
       "40    New Hampshire                              F.E. Everett Turnpike   \n",
       "41    New Hampshire                                 Blue Star Turnpike   \n",
       "43    New Hampshire                                 Blue Star Turnpike   \n",
       "44       New Jersey                               New Jersey Turnpike    \n",
       "45       New Jersey                               Newark Bay Extension   \n",
       "46       New Jersey   Pearl Harbor Memorial Extension (formerly kno...   \n",
       "52         New York                                    Niagara Section   \n",
       "53         New York                                New England Section   \n",
       "66     Pennsylvania            Pennsylvania Turnpike Eastern Extension   \n",
       "68     Pennsylvania       Pennsylvania Turnpike Northeastern Extension   \n",
       "70     Pennsylvania            Pennsylvania Turnpike Western Extension   \n",
       "99            Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "100           Texas        I-635 LBJ Managed Lanes, Dallas/ Fort Worth   \n",
       "101           Texas          North Tarrant Express - Segments 1 & 2W     \n",
       "102           Texas                       Tom Landry Expressway (I-30)   \n",
       "103           Texas           IH 45 North (North Freeway) HOV/HOT Lane   \n",
       "104           Texas           IH 45 South (Gulf Freeway ) HOV/HOT Lane   \n",
       "107   West Virginia                             West Virginia Turnpike   \n",
       "108   West Virginia                             West Virginia Turnpike   \n",
       "\n",
       "    HPMS Toll ID                   Financing or Operating Authority  \\\n",
       "19            75                     Skyway Concession Company, LLC   \n",
       "106          312                       Capital Beltway Express, LLC   \n",
       "8             24                               Plenary Roads Denver   \n",
       "9             28                                   DE Dept of Trans   \n",
       "88           293   Puerto Rico Highway and Transportation Authority   \n",
       "97           219                         Connector 2000 Association   \n",
       "85           291                                        Metropistas   \n",
       "77           290   Puerto Rico Highway and Transportation Authority   \n",
       "82           291                                        Metropistas   \n",
       "32            98                 MD Transportation Authority (MDTA)   \n",
       "80           291                                        Metropistas   \n",
       "92           296   Puerto Rico Highway and Transportation Authority   \n",
       "84           291                                        Metropistas   \n",
       "72           290   Puerto Rico Highway and Transportation Authority   \n",
       "42           117                    NH Department of Transportation   \n",
       "36           113                                   MN Dept of Trans   \n",
       "31            94                 MD Transportation Authority (MDTA)   \n",
       "12           302                          FL Dept of Transportation   \n",
       "95           296   Puerto Rico Highway and Transportation Authority   \n",
       "35           113                                   MN Dept of Trans   \n",
       "98           246                  Harris County Toll Road Authority   \n",
       "87           293   Puerto Rico Highway and Transportation Authority   \n",
       "91           292   Puerto Rico Highway and Transportation Authority   \n",
       "93           296   Puerto Rico Highway and Transportation Authority   \n",
       "94           296   Puerto Rico Highway and Transportation Authority   \n",
       "89           292   Puerto Rico Highway and Transportation Authority   \n",
       "78           290   Puerto Rico Highway and Transportation Authority   \n",
       "79           290   Puerto Rico Highway and Transportation Authority   \n",
       "83           291                                        Metropistas   \n",
       "39           118                    NH Department of Transportation   \n",
       "..           ...                                                ...   \n",
       "33           103                                            MassDot   \n",
       "105          267                  Utah Department of Transportation   \n",
       "67           210                             PA Turnpike Commission   \n",
       "3             16           San Diego Assoc of Gov; CA Dept of Trans   \n",
       "4            297        Alameda County Congestion Management Agency   \n",
       "5            298        Santa Clara Valley Transportation Authority   \n",
       "6            313  Los Angeles County Metropolitan Transportation...   \n",
       "7            338  Los Angeles County Metropolitan Transportation...   \n",
       "10            28                                   DE Dept of Trans   \n",
       "37           113                                   MN Dept of Trans   \n",
       "38           118                    NH Department of Transportation   \n",
       "40           118                    NH Department of Transportation   \n",
       "41           117                    NH Department of Transportation   \n",
       "43           117                    NH Department of Transportation   \n",
       "44           152                              NJ Turnpike Authority   \n",
       "45           150                              NJ Turnpike Authority   \n",
       "46           151                              NJ Turnpike Authority   \n",
       "52           185                         NY State Thruway Authority   \n",
       "53           186                         NY State Thruway Authority   \n",
       "66           209                             PA Turnpike Commission   \n",
       "68           210                             PA Turnpike Commission   \n",
       "70           211                             PA Turnpike Commission   \n",
       "99           307                 Texas Department of Transportation   \n",
       "100          307                 Texas Department of Transportation   \n",
       "101          308                 Texas Department of Transportation   \n",
       "102          329                 Texas Department of Transportation   \n",
       "103          341    Metropolitan Transit Authority of Harris County   \n",
       "104          342    Metropolitan Transit Authority of Harris County   \n",
       "107          288   WV Parkways Economic Development & Tourism Au...   \n",
       "108          288   WV Parkways Economic Development & Tourism Au...   \n",
       "\n",
       "                                         From  \\\n",
       "19                            I-94 in Chicago   \n",
       "106                        Old Dominion Drive   \n",
       "8                   20th Ave, downtown Denver   \n",
       "9                               Maryland Line   \n",
       "88                                      PR-52   \n",
       "97                              I-385/ US 276   \n",
       "85   PR-866, San Juan West Urbanized Boundary   \n",
       "77                                     PR-184   \n",
       "82         PR-137, Vega Baja West Urban Limit   \n",
       "32                                      I-895   \n",
       "80       PR-10, Arecibo Southeast Urban Limit   \n",
       "92                  PR-26 Int. PR-3, Carolina   \n",
       "84                                       PR-2   \n",
       "72          PR-2, Ponce Southwest Urban Limit   \n",
       "42                    I-95 Exit 1 in Seabrook   \n",
       "36                      JCT 12 (Wayzata Blvd)   \n",
       "31               Northern Baltimore City Line   \n",
       "12                                      I-395   \n",
       "95                                  Canovanas   \n",
       "35                 JCT TH-42 (Burnsville, MN)   \n",
       "98                                     IH 610   \n",
       "87                                     PR-713   \n",
       "91                              PR-3, Humacao   \n",
       "93                           PR-853, Carolina   \n",
       "94                           PR-853, Carolina   \n",
       "89            PR-3, Fajardo South Urban Limit   \n",
       "78             PR-1, Caguas South Urban Limit   \n",
       "79                         MonteHiedra Avenue   \n",
       "83        PR-659, Dorado East Municipal Limit   \n",
       "39                   I-93 Exit 10 in Hooksett   \n",
       "..                                        ...   \n",
       "33                        New York State Line   \n",
       "105             US-6 (Spanish Fork, MP 258.8)   \n",
       "67                            I-76 (MP A20.4)   \n",
       "3                    SR 56/ Ted Williams Pkwy   \n",
       "4                           SR 84/ Pleasanton   \n",
       "5                                       I-880   \n",
       "6               Harbor Gateway Transit Center   \n",
       "7                    Alameda St/Union Station   \n",
       "10                              Maryland Line   \n",
       "37                   Cayuga Street (St. Paul)   \n",
       "38                    I-293 Exit 3 in Bedford   \n",
       "40                    I-93 Exit 12 in Concord   \n",
       "41                   Massachusetts State Line   \n",
       "43                  I-95 Exit 3 in Portsmouth   \n",
       "44                     Delaware River Bridge    \n",
       "45                            Interchange 1/9   \n",
       "46                      Delaware River Bridge   \n",
       "52                                    Buffalo   \n",
       "53               Pelham Parkway, New York, NY   \n",
       "66                                   Carlisle   \n",
       "68                                       I-76   \n",
       "70                                      Irwin   \n",
       "99                   IH 635 East of Luna Road   \n",
       "100                     IH 35E South of SL 12   \n",
       "101                                   IH 35 W   \n",
       "102             Bairds Farm Road/ Legends Way   \n",
       "103                                  Franklin   \n",
       "104                                   Bastrop   \n",
       "107                                Charleston   \n",
       "108                                Charleston   \n",
       "\n",
       "                                                    To  Length 1/ Miles  \\\n",
       "19                                   Indiana Stateline             7.70   \n",
       "106                                               I-95            14.00   \n",
       "8                               US 36 and Kalamath St.             7.00   \n",
       "9                                               SR 141            11.20   \n",
       "88                                              PR-713             4.72   \n",
       "97                                                I-85            16.00   \n",
       "85                 PR-659, Dorado East Municipal Limit             5.28   \n",
       "77                      PR-1, Caguas South Urban Limit             5.68   \n",
       "82   PR-140, Florida-Barceloneta and Arecibo Urbani...             8.37   \n",
       "32                                               MD 43             9.63   \n",
       "80                                       PR-2, Hatillo             5.72   \n",
       "92                                     PR-3, Canóvanas             8.62   \n",
       "84             PR-866 San Juan West Urbanized Boundary             6.15   \n",
       "72                   PR-1, Ponce Southwest Urban Limit             4.97   \n",
       "42                           I-95 Exit 3 in Portsmouth            11.30   \n",
       "36                              I-94 (Minneapolis, MN)            11.00   \n",
       "31                                     Delaware Border            50.00   \n",
       "12                 Golden Glades (TPK, US 441, SR 826)             7.00   \n",
       "95                                          Rio Grande            10.81   \n",
       "35                              I-94 (Minneapolis, MN)            16.00   \n",
       "98                                                SH 6            12.00   \n",
       "87                                               PR-54             3.83   \n",
       "91                                    PR-9914, Yabucoa             7.63   \n",
       "93                                     PR-3, Canóvanas             5.68   \n",
       "94                                     PR-3, Canóvanas             5.68   \n",
       "89                                              PR-973             8.43   \n",
       "78                           PR-1, San Juan Urban Area            14.30   \n",
       "79                             PR-1 & PR-18 (San Juan)             3.40   \n",
       "83                  PR-137, Vega Baja West Urban Limit            11.06   \n",
       "39                             I-93 Exit 12 in Concord             9.49   \n",
       "..                                                 ...              ...   \n",
       "33                                         I-93 Boston            38.42   \n",
       "105                                  SR-126 (MP 331.8)            61.90   \n",
       "67                                    I-81 (MP A130.0)           109.60   \n",
       "3                                                SR 52             8.00   \n",
       "4                                      SR 237 Milpitas            14.00   \n",
       "5                                               SR 237             4.00   \n",
       "6                                           Adams Blvd            11.00   \n",
       "7                                                I-605            14.00   \n",
       "10                                              SR 141             0.70   \n",
       "37          County Trunk Highway J (White Bear Twnshp)            12.00   \n",
       "38                           I-293 Exit 10 in Hooksett             7.43   \n",
       "40                             I-93 Exit 14 in Concord             2.27   \n",
       "41                             I-95 Exit 1 in Seabrook             1.16   \n",
       "43                                    Maine State Line             3.74   \n",
       "44                            George Washington Bridge            76.78   \n",
       "45                                      Holland Tunnel             8.17   \n",
       "46                                 New Jersey Turnpike             5.70   \n",
       "52                                       Niagara Falls            21.60   \n",
       "53                                    Connecticut Line            15.00   \n",
       "66                                        Valley Forge             5.20   \n",
       "68                                                I-81            22.70   \n",
       "70                                           Ohio Line            13.00   \n",
       "99                                   Greenville Avenue            10.70   \n",
       "100                           South of Valwood Parkway             5.80   \n",
       "101                                             SH 161            13.30   \n",
       "102                                         Sylvan Ave            16.18   \n",
       "103                                         Parramatta            19.90   \n",
       "104                                    Dixie Farm Road            15.50   \n",
       "107                                          Princeton            68.80   \n",
       "108                                          Princeton            18.00   \n",
       "\n",
       "    Kilometers  Rural/Urban Interstate Route     ...     Maximum Truck Fee  \\\n",
       "19       12.39        Urban               90     ...                $29.40   \n",
       "106      22.53        Urban              495     ...           Not Allowed   \n",
       "8        11.27        Urban               25     ...                $24.98   \n",
       "9        18.02        Urban               95     ...                $11.00   \n",
       "88        7.60        Rural                X     ...                 $4.50   \n",
       "97       25.75        Rural              185     ...                $12.00   \n",
       "85        8.50        Urban                X     ...                 $4.50   \n",
       "77        9.14        Urban                X     ...                 $4.50   \n",
       "82       13.47        Urban                X     ...                 $5.50   \n",
       "32       15.50        Urban               95     ...                $19.74   \n",
       "80        9.21        Urban                X     ...                 $4.50   \n",
       "92       13.87        Urban                X     ...                 $4.25   \n",
       "84        9.90        Urban                X     ...                 $4.50   \n",
       "72        8.00        Urban                X     ...                 $2.75   \n",
       "42       18.19        Urban               95     ...                 $7.50   \n",
       "36       17.70        Urban              394     ...                 $8.00   \n",
       "31       80.50        Rural               95     ...                $75.00   \n",
       "12       11.27        Urban               95     ...                   NaN   \n",
       "95       17.04        Urban                X     ...                 $4.25   \n",
       "35       25.75        Urban              35W     ...                 $8.00   \n",
       "98       19.31        Urban               10     ...                $21.00   \n",
       "87        6.16        Rural                X     ...                 $2.25   \n",
       "91       12.28        Urban                X     ...                 $4.50   \n",
       "93        9.14        Urban                X     ...                 $2.75   \n",
       "94        9.14        Urban                X     ...                 $2.75   \n",
       "89       13.57        Urban                X     ...                 $4.50   \n",
       "78       23.01        Urban                X     ...                 $5.50   \n",
       "79        5.47        Urban                X     ...                 $1.95   \n",
       "83       17.80        Urban                X     ...                 $4.50   \n",
       "39       15.27  Rural/Urban               93     ...                 $5.50   \n",
       "..         ...          ...              ...     ...                   ...   \n",
       "33       61.87        Rural               90     ...                 $9.55   \n",
       "105      99.04        Urban               15     ...           Not Allowed   \n",
       "67      176.38        Rural              476     ...               $503.20   \n",
       "3        12.87        Urban               15     ...                   NaN   \n",
       "4        22.53        Urban              680     ...                 $0.00   \n",
       "5         6.44        Urban              880     ...                   NaN   \n",
       "6        17.70        Urban              110     ...                   NaN   \n",
       "7        22.53        Urban               10     ...                   NaN   \n",
       "10        1.13        Urban              295     ...                   NaN   \n",
       "37       19.31        Urban              35E     ...                 $8.00   \n",
       "38       11.95        Urban              293     ...                   NaN   \n",
       "40        3.65        Urban               93     ...                   NaN   \n",
       "41        1.87        Urban               95     ...                   NaN   \n",
       "43        6.02        Urban               95     ...                   NaN   \n",
       "44      123.57        Urban               95     ...                $56.85   \n",
       "45       13.15        Urban               78     ...                 $5.60   \n",
       "46        9.17        Rural              276     ...                 $1.95   \n",
       "52       34.76        Urban              190     ...                   NaN   \n",
       "53       24.14        Urban               95     ...                 $9.75   \n",
       "66        8.37        Urban               76     ...                   NaN   \n",
       "68       36.53        Urban              476     ...                   NaN   \n",
       "70       20.92        Urban               76     ...                   NaN   \n",
       "99       17.23        Urban              635     ...                $49.69   \n",
       "100       9.34        Urban              35E     ...                $49.69   \n",
       "101      21.40        Urban              820     ...                $49.88   \n",
       "102      26.04        Urban               30     ...                   NaN   \n",
       "103      32.02        Urban               45     ...           Not Allowed   \n",
       "104      24.94        Urban               45     ...           Not Allowed   \n",
       "107     110.72        Rural               77     ...                   NaN   \n",
       "108      28.97        Urban               77     ...                   NaN   \n",
       "\n",
       "    Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "19             $16.00                               $3.00   \n",
       "106       Not Allowed                         Not Allowed   \n",
       "8              $18.70                                 NaN   \n",
       "9               $6.00                               $0.28   \n",
       "88              $1.00                               $0.62   \n",
       "97              $0.75                               $0.40   \n",
       "85              $1.00                               $0.55   \n",
       "77              $1.00                               $0.52   \n",
       "82              $1.50                               $0.46   \n",
       "32              $5.25                               $1.30   \n",
       "80              $1.00                               $0.51   \n",
       "92              $1.50                               $0.39   \n",
       "84              $1.00                               $0.48   \n",
       "72              $0.75                               $0.39   \n",
       "42              $1.35                               $0.67   \n",
       "36              $0.25                                 NaN   \n",
       "31             $16.00                               $0.91   \n",
       "12                NaN                                 NaN   \n",
       "95              $1.50                               $0.44   \n",
       "35              $0.25                                 NaN   \n",
       "98              $7.00                               $1.42   \n",
       "87              $0.50                               $0.38   \n",
       "91              $1.00                               $0.38   \n",
       "93              $0.75                               $0.34   \n",
       "94              $0.75                               $0.34   \n",
       "89              $1.00                               $0.35   \n",
       "78              $1.50                               $0.27   \n",
       "79              $0.35                               $0.35   \n",
       "83              $1.00                               $0.25   \n",
       "39              $0.90                               $0.22   \n",
       "..                ...                                 ...   \n",
       "33              $0.45                               $0.13   \n",
       "105       Not Allowed                         Not Allowed   \n",
       "67             $14.14                               $0.08   \n",
       "3                 NaN                                 NaN   \n",
       "4               $0.00                                 NaN   \n",
       "5                 NaN                                 NaN   \n",
       "6                 NaN                                 NaN   \n",
       "7                 NaN                                 NaN   \n",
       "10                NaN                                 NaN   \n",
       "37              $0.25                                 NaN   \n",
       "38                NaN                                 NaN   \n",
       "40                NaN                                 NaN   \n",
       "41                NaN                                 NaN   \n",
       "43                NaN                                 NaN   \n",
       "44             $43.95                                 NaN   \n",
       "45              $4.90                                 NaN   \n",
       "46              $1.95                                 NaN   \n",
       "52                NaN                                 NaN   \n",
       "53              $3.33                                 NaN   \n",
       "66                NaN                                 NaN   \n",
       "68                NaN                                 NaN   \n",
       "70                NaN                                 NaN   \n",
       "99             $29.81                                 NaN   \n",
       "100            $29.81                                 NaN   \n",
       "101            $29.81                                 NaN   \n",
       "102               NaN                                 NaN   \n",
       "103       Not Allowed                         Not Allowed   \n",
       "104       Not Allowed                         Not Allowed   \n",
       "107               NaN                                 NaN   \n",
       "108               NaN                                 NaN   \n",
       "\n",
       "    num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "19                               4.00                              4.00   \n",
       "106                               NaN                              0.50   \n",
       "8                                4.65                              0.70   \n",
       "9                                4.00                               NaN   \n",
       "88                               1.00                              1.00   \n",
       "97                               3.00                              0.75   \n",
       "85                               1.00                              1.00   \n",
       "77                               1.00                              1.00   \n",
       "82                               1.50                              1.50   \n",
       "32                               2.75                              0.70   \n",
       "80                               1.00                              1.00   \n",
       "92                               1.50                              1.50   \n",
       "84                               1.00                              1.00   \n",
       "72                               0.75                              0.75   \n",
       "42                               2.75                              0.53   \n",
       "36                               8.00                              0.25   \n",
       "31                              12.00                              2.80   \n",
       "12                              10.50                              0.50   \n",
       "95                               1.00                              1.00   \n",
       "35                               8.00                              0.25   \n",
       "98                               7.00                              0.30   \n",
       "87                               0.50                              0.50   \n",
       "91                               1.00                              1.00   \n",
       "93                               0.75                              0.75   \n",
       "94                               0.75                              0.75   \n",
       "89                               1.00                              1.00   \n",
       "78                               1.50                              1.50   \n",
       "79                               0.35                              0.35   \n",
       "83                               1.00                              1.00   \n",
       "39                               1.75                              0.35   \n",
       "..                                ...                               ...   \n",
       "33                               1.40                              0.45   \n",
       "105                              1.00                              0.25   \n",
       "67                              12.50                              8.62   \n",
       "3                                8.00                              0.50   \n",
       "4                                8.00                              0.30   \n",
       "5                                 NaN                              0.30   \n",
       "6                               15.40                              0.25   \n",
       "7                               19.60                              0.25   \n",
       "10                               4.00                               NaN   \n",
       "37                               8.00                              0.25   \n",
       "38                                NaN                               NaN   \n",
       "40                                NaN                               NaN   \n",
       "41                                NaN                               NaN   \n",
       "43                                NaN                               NaN   \n",
       "44                              13.85                             10.40   \n",
       "45                               5.60                              4.90   \n",
       "46                               1.95                              1.95   \n",
       "52                                NaN                               NaN   \n",
       "53                               3.00                              1.66   \n",
       "66                                NaN                               NaN   \n",
       "68                                NaN                               NaN   \n",
       "70                                NaN                               NaN   \n",
       "99                               9.94                              0.00   \n",
       "100                              9.94                              0.00   \n",
       "101                              9.98                              0.00   \n",
       "102                              0.40                              0.10   \n",
       "103                              7.00                              1.00   \n",
       "104                              6.50                              1.00   \n",
       "107                               NaN                               NaN   \n",
       "108                               NaN                               NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "19                                                0.51                  29.40   \n",
       "106                                               0.50                    NaN   \n",
       "8                                                 0.37                  24.98   \n",
       "9                                                 0.23                  11.00   \n",
       "88                                                0.21                   4.50   \n",
       "97                                                0.19                  12.00   \n",
       "85                                                0.19                   4.50   \n",
       "77                                                0.18                   4.50   \n",
       "82                                                0.18                   5.50   \n",
       "32                                                0.18                  19.74   \n",
       "80                                                0.17                   4.50   \n",
       "92                                                0.17                   4.25   \n",
       "84                                                0.16                   4.50   \n",
       "72                                                0.15                   2.75   \n",
       "42                                                0.15                   7.50   \n",
       "36                                                0.15                   8.00   \n",
       "31                                                0.15                  75.00   \n",
       "12                                                0.15                    NaN   \n",
       "95                                                0.14                   4.25   \n",
       "35                                                0.13                   8.00   \n",
       "98                                                0.13                  21.00   \n",
       "87                                                0.13                   2.25   \n",
       "91                                                0.13                   4.50   \n",
       "93                                                0.13                   2.75   \n",
       "94                                                0.13                   2.75   \n",
       "89                                                0.12                   4.50   \n",
       "78                                                0.10                   5.50   \n",
       "79                                                0.10                   1.95   \n",
       "83                                                0.09                   4.50   \n",
       "39                                                0.09                   5.50   \n",
       "..                                                 ...                    ...   \n",
       "33                                                0.02                   9.55   \n",
       "105                                               0.02                    NaN   \n",
       "67                                                0.02                 503.20   \n",
       "3                                                  NaN                    NaN   \n",
       "4                                                  NaN                   0.00   \n",
       "5                                                  NaN                    NaN   \n",
       "6                                                  NaN                    NaN   \n",
       "7                                                  NaN                    NaN   \n",
       "10                                                 NaN                    NaN   \n",
       "37                                                 NaN                   8.00   \n",
       "38                                                 NaN                    NaN   \n",
       "40                                                 NaN                    NaN   \n",
       "41                                                 NaN                    NaN   \n",
       "43                                                 NaN                    NaN   \n",
       "44                                                 NaN                  56.85   \n",
       "45                                                 NaN                   5.60   \n",
       "46                                                 NaN                   1.95   \n",
       "52                                                 NaN                    NaN   \n",
       "53                                                 NaN                   9.75   \n",
       "66                                                 NaN                    NaN   \n",
       "68                                                 NaN                    NaN   \n",
       "70                                                 NaN                    NaN   \n",
       "99                                                 NaN                  49.69   \n",
       "100                                                NaN                  49.69   \n",
       "101                                                NaN                  49.88   \n",
       "102                                                NaN                    NaN   \n",
       "103                                                NaN                    NaN   \n",
       "104                                                NaN                    NaN   \n",
       "107                                                NaN                    NaN   \n",
       "108                                                NaN                    NaN   \n",
       "\n",
       "    num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "19                  16.00                                    3.00  interstate  \n",
       "106                   NaN                                     NaN  interstate  \n",
       "8                   18.70                                     NaN  interstate  \n",
       "9                    6.00                                    0.28  interstate  \n",
       "88                   1.00                                    0.62  interstate  \n",
       "97                   0.75                                    0.40  interstate  \n",
       "85                   1.00                                    0.55  interstate  \n",
       "77                   1.00                                    0.52  interstate  \n",
       "82                   1.50                                    0.46  interstate  \n",
       "32                   5.25                                    1.30  interstate  \n",
       "80                   1.00                                    0.51  interstate  \n",
       "92                   1.50                                    0.39  interstate  \n",
       "84                   1.00                                    0.48  interstate  \n",
       "72                   0.75                                    0.39  interstate  \n",
       "42                   1.35                                    0.67  interstate  \n",
       "36                   0.25                                     NaN  interstate  \n",
       "31                  16.00                                    0.91  interstate  \n",
       "12                    NaN                                     NaN  interstate  \n",
       "95                   1.50                                    0.44  interstate  \n",
       "35                   0.25                                     NaN  interstate  \n",
       "98                   7.00                                    1.42  interstate  \n",
       "87                   0.50                                    0.38  interstate  \n",
       "91                   1.00                                    0.38  interstate  \n",
       "93                   0.75                                    0.34  interstate  \n",
       "94                   0.75                                    0.34  interstate  \n",
       "89                   1.00                                    0.35  interstate  \n",
       "78                   1.50                                    0.27  interstate  \n",
       "79                   0.35                                    0.35  interstate  \n",
       "83                   1.00                                    0.25  interstate  \n",
       "39                   0.90                                    0.22  interstate  \n",
       "..                    ...                                     ...         ...  \n",
       "33                   0.45                                    0.13  interstate  \n",
       "105                   NaN                                     NaN  interstate  \n",
       "67                  14.14                                    0.08  interstate  \n",
       "3                     NaN                                     NaN  interstate  \n",
       "4                    0.00                                     NaN  interstate  \n",
       "5                     NaN                                     NaN  interstate  \n",
       "6                     NaN                                     NaN  interstate  \n",
       "7                     NaN                                     NaN  interstate  \n",
       "10                    NaN                                     NaN  interstate  \n",
       "37                   0.25                                     NaN  interstate  \n",
       "38                    NaN                                     NaN  interstate  \n",
       "40                    NaN                                     NaN  interstate  \n",
       "41                    NaN                                     NaN  interstate  \n",
       "43                    NaN                                     NaN  interstate  \n",
       "44                  43.95                                     NaN  interstate  \n",
       "45                   4.90                                     NaN  interstate  \n",
       "46                   1.95                                     NaN  interstate  \n",
       "52                    NaN                                     NaN  interstate  \n",
       "53                   3.33                                     NaN  interstate  \n",
       "66                    NaN                                     NaN  interstate  \n",
       "68                    NaN                                     NaN  interstate  \n",
       "70                    NaN                                     NaN  interstate  \n",
       "99                  29.81                                     NaN  interstate  \n",
       "100                 29.81                                     NaN  interstate  \n",
       "101                 29.81                                     NaN  interstate  \n",
       "102                   NaN                                     NaN  interstate  \n",
       "103                   NaN                                     NaN  interstate  \n",
       "104                   NaN                                     NaN  interstate  \n",
       "107                   NaN                                     NaN  interstate  \n",
       "108                   NaN                                     NaN  interstate  \n",
       "\n",
       "[106 rows x 31 columns]"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\", ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.06"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].median()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.13"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "non_interstate[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].median()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "79"
      ]
     },
     "execution_count": 81,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(interstate[interstate[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].notnull()])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "27"
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(interstate[interstate[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].isnull()])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "106"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(interstate)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "X                   25\n",
       "95                  11\n",
       "44                   7\n",
       "76                   6\n",
       "90                   6\n",
       "495                  4\n",
       "93                   2\n",
       "77                   2\n",
       "88                   2\n",
       "35, 335, 470, 70     2\n",
       "276                  2\n",
       "45                   2\n",
       "87                   2\n",
       "10                   2\n",
       "35E                  2\n",
       "15                   2\n",
       "39, 90               2\n",
       "295                  2\n",
       "476                  2\n",
       "110                  1\n",
       "880                  1\n",
       "595                  1\n",
       "635                  1\n",
       "195                  1\n",
       "820                  1\n",
       "190                  1\n",
       "80, 90               1\n",
       "94/294/80            1\n",
       "35W                  1\n",
       "80/90                1\n",
       "80                   1\n",
       "680                  1\n",
       "185                  1\n",
       "394                  1\n",
       "355                  1\n",
       "25                   1\n",
       "30                   1\n",
       "75                   1\n",
       "78                   1\n",
       "293                  1\n",
       "Name: Interstate Route, dtype: int64"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[\"Interstate Route\"].value_counts()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Delaware', 'Florida', 'Maine', 'Maryland', 'New Hampshire',\n",
       "       'New Jersey', 'New York'], dtype=object)"
      ]
     },
     "execution_count": 85,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[interstate[\"Interstate Route\"] == \"95\"][\"State\"].unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Colorado</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.370000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>South Carolina</td>\n",
       "      <td>3.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.190000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>10.506163</td>\n",
       "      <td>2.460859</td>\n",
       "      <td>0.154845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Puerto Rico</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>1.049890</td>\n",
       "      <td>0.109476</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Illinois</td>\n",
       "      <td>6.605896</td>\n",
       "      <td>3.059622</td>\n",
       "      <td>0.060230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Indiana</td>\n",
       "      <td>10.000000</td>\n",
       "      <td>4.650000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ohio</td>\n",
       "      <td>16.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Kansas</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Oklahoma</td>\n",
       "      <td>4.263657</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Florida</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.439683</td>\n",
       "      <td>0.049153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Maine</td>\n",
       "      <td>2.353376</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.035104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Massachusetts</td>\n",
       "      <td>6.110077</td>\n",
       "      <td>0.305075</td>\n",
       "      <td>0.034493</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Utah</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.020000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>California</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.306863</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Delaware</td>\n",
       "      <td>4.000000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Minnesota</td>\n",
       "      <td>8.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>New Hampshire</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>New Jersey</td>\n",
       "      <td>12.358191</td>\n",
       "      <td>9.372973</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>New York</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pennsylvania</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Texas</td>\n",
       "      <td>6.717348</td>\n",
       "      <td>0.434975</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Virginia</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             State  num_Maximum Passenger Vehicle Fee  \\\n",
       "21        Virginia                                NaN   \n",
       "1         Colorado                           4.650000   \n",
       "18  South Carolina                           3.000000   \n",
       "8         Maryland                          10.506163   \n",
       "17     Puerto Rico                           1.049890   \n",
       "4         Illinois                           6.605896   \n",
       "5          Indiana                          10.000000   \n",
       "14            Ohio                          16.500000   \n",
       "6           Kansas                          12.000000   \n",
       "15        Oklahoma                           4.263657   \n",
       "3          Florida                                NaN   \n",
       "7            Maine                           2.353376   \n",
       "9    Massachusetts                           6.110077   \n",
       "20            Utah                           1.000000   \n",
       "0       California                                NaN   \n",
       "2         Delaware                           4.000000   \n",
       "10       Minnesota                           8.000000   \n",
       "11   New Hampshire                                NaN   \n",
       "12      New Jersey                          12.358191   \n",
       "13        New York                                NaN   \n",
       "16    Pennsylvania                                NaN   \n",
       "19           Texas                           6.717348   \n",
       "22   West Virginia                                NaN   \n",
       "\n",
       "    num_Minimum Passenger Vehicle Fee  \\\n",
       "21                           0.500000   \n",
       "1                            0.700000   \n",
       "18                           0.750000   \n",
       "8                            2.460859   \n",
       "17                           1.049890   \n",
       "4                            3.059622   \n",
       "5                            4.650000   \n",
       "14                           0.500000   \n",
       "6                            0.300000   \n",
       "15                           0.250000   \n",
       "3                            2.439683   \n",
       "7                            0.600000   \n",
       "9                            0.305075   \n",
       "20                           0.250000   \n",
       "0                            0.306863   \n",
       "2                                 NaN   \n",
       "10                           0.250000   \n",
       "11                                NaN   \n",
       "12                           9.372973   \n",
       "13                                NaN   \n",
       "16                                NaN   \n",
       "19                           0.434975   \n",
       "22                                NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile  \n",
       "21                                           0.500000    \n",
       "1                                            0.370000    \n",
       "18                                           0.190000    \n",
       "8                                            0.154845    \n",
       "17                                           0.109476    \n",
       "4                                            0.060230    \n",
       "5                                            0.060000    \n",
       "14                                           0.060000    \n",
       "6                                            0.050000    \n",
       "15                                           0.050000    \n",
       "3                                            0.049153    \n",
       "7                                            0.035104    \n",
       "9                                            0.034493    \n",
       "20                                           0.020000    \n",
       "0                                                 NaN    \n",
       "2                                                 NaN    \n",
       "10                                                NaN    \n",
       "11                                                NaN    \n",
       "12                                                NaN    \n",
       "13                                                NaN    \n",
       "16                                                NaN    \n",
       "19                                                NaN    \n",
       "22                                                NaN    "
      ]
     },
     "execution_count": 86,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate_weighted.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#import matplotlib.pyplot as plt\n",
    "\n",
    "#interstate.plot.scatter(x=\"Length 1/ Miles\",y=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>Body of Water Crossing</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Functional Class 2/</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Alabama</td>\n",
       "      <td>Alabama River Parkway</td>\n",
       "      <td>1</td>\n",
       "      <td>Alinda Roads, LLC</td>\n",
       "      <td>North Bypass in Montgomery</td>\n",
       "      <td>Alabama River</td>\n",
       "      <td>SR 143 in Elmore County</td>\n",
       "      <td>1.72</td>\n",
       "      <td>2.77</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>$0.58</td>\n",
       "      <td>2.00</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.25</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.58</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Alabama</td>\n",
       "      <td>Black Warrior Parkway</td>\n",
       "      <td>2</td>\n",
       "      <td>Alinda Roads, LLC</td>\n",
       "      <td>US - 82 in Northport</td>\n",
       "      <td>Black Warrior River</td>\n",
       "      <td>I - 59 Tuscaloosa</td>\n",
       "      <td>4.25</td>\n",
       "      <td>6.84</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>$0.62</td>\n",
       "      <td>2.00</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.27</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.62</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Alabama</td>\n",
       "      <td>Emerald Mountain Expressway</td>\n",
       "      <td>3</td>\n",
       "      <td>Alinda Roads, LLC</td>\n",
       "      <td>Wares Ferry Rd, Montgomery County</td>\n",
       "      <td>Tallapoosa River</td>\n",
       "      <td>Rifle Range Road, Elmore County</td>\n",
       "      <td>1.75</td>\n",
       "      <td>2.82</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.50</td>\n",
       "      <td>$3.50</td>\n",
       "      <td>$2.10</td>\n",
       "      <td>2.50</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.99</td>\n",
       "      <td>5.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>2.10</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Alaska</td>\n",
       "      <td>Whittier (Anton Anderson Memorial)</td>\n",
       "      <td>5</td>\n",
       "      <td>AK DOT</td>\n",
       "      <td>Portage, AK</td>\n",
       "      <td>Maynard Mt.</td>\n",
       "      <td>Whittier, AK</td>\n",
       "      <td>2.50</td>\n",
       "      <td>4.02</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$137.00</td>\n",
       "      <td>$99.00</td>\n",
       "      <td>$48.40</td>\n",
       "      <td>13.00</td>\n",
       "      <td>8.25</td>\n",
       "      <td>3.88</td>\n",
       "      <td>137.00</td>\n",
       "      <td>99.00</td>\n",
       "      <td>48.40</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>California</td>\n",
       "      <td>Antioch (John A. Nedjedly)</td>\n",
       "      <td>12</td>\n",
       "      <td>BATA</td>\n",
       "      <td>Contra Costa County</td>\n",
       "      <td>San Joaquin River</td>\n",
       "      <td>Sacramento County</td>\n",
       "      <td>1.40</td>\n",
       "      <td>2.25</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$35.00</td>\n",
       "      <td>$15.00</td>\n",
       "      <td>$3.48</td>\n",
       "      <td>5.00</td>\n",
       "      <td>2.50</td>\n",
       "      <td>1.74</td>\n",
       "      <td>35.00</td>\n",
       "      <td>15.00</td>\n",
       "      <td>3.48</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>California</td>\n",
       "      <td>San Mateo-Hayward</td>\n",
       "      <td>13</td>\n",
       "      <td>BATA</td>\n",
       "      <td>San Mateo, CA</td>\n",
       "      <td>San Francisco Bay</td>\n",
       "      <td>Hayward, CA</td>\n",
       "      <td>9.90</td>\n",
       "      <td>15.93</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$35.00</td>\n",
       "      <td>$15.00</td>\n",
       "      <td>$0.48</td>\n",
       "      <td>5.00</td>\n",
       "      <td>2.50</td>\n",
       "      <td>0.24</td>\n",
       "      <td>35.00</td>\n",
       "      <td>15.00</td>\n",
       "      <td>0.48</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>California</td>\n",
       "      <td>Dumbarton</td>\n",
       "      <td>14</td>\n",
       "      <td>BATA</td>\n",
       "      <td>Palo Alto, CA</td>\n",
       "      <td>San Francisco Bay</td>\n",
       "      <td>Newark, CA</td>\n",
       "      <td>5.90</td>\n",
       "      <td>9.50</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$35.00</td>\n",
       "      <td>$15.00</td>\n",
       "      <td>$0.78</td>\n",
       "      <td>5.00</td>\n",
       "      <td>2.50</td>\n",
       "      <td>0.41</td>\n",
       "      <td>35.00</td>\n",
       "      <td>15.00</td>\n",
       "      <td>0.78</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>California</td>\n",
       "      <td>Golden Gate</td>\n",
       "      <td>15</td>\n",
       "      <td>Golden Gate Brdg, Hwy &amp; Trans Dist</td>\n",
       "      <td>San Francisco, CA</td>\n",
       "      <td>San Francisco Bay</td>\n",
       "      <td>Marin Cnty, CA</td>\n",
       "      <td>2.30</td>\n",
       "      <td>3.70</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.00</td>\n",
       "      <td>$18.00</td>\n",
       "      <td>`</td>\n",
       "      <td>7.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>1.88</td>\n",
       "      <td>49.00</td>\n",
       "      <td>18.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Card Sound</td>\n",
       "      <td>31</td>\n",
       "      <td>Monroe Cnty</td>\n",
       "      <td>Miami-Dade County, FL</td>\n",
       "      <td>Card Sound</td>\n",
       "      <td>Steamboat Creek, FL</td>\n",
       "      <td>3.25</td>\n",
       "      <td>5.23</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>$0.75</td>\n",
       "      <td>$1.44</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.12</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.44</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Mid-Bay</td>\n",
       "      <td>32</td>\n",
       "      <td>Mid-Bay Brdg Auth (&amp; FL Dept of Transportation)</td>\n",
       "      <td>Niceville, FL</td>\n",
       "      <td>Choctawhatchee Bay</td>\n",
       "      <td>Destin, FL</td>\n",
       "      <td>3.60</td>\n",
       "      <td>5.79</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$15.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>$0.13</td>\n",
       "      <td>3.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.13</td>\n",
       "      <td>15.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>0.13</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Pinellas Bayway System</td>\n",
       "      <td>33</td>\n",
       "      <td>FL Dept of Trans</td>\n",
       "      <td>St. Petersburg, FL</td>\n",
       "      <td>Lower Tampa Bay</td>\n",
       "      <td>Mullet Key, FL</td>\n",
       "      <td>15.20</td>\n",
       "      <td>24.46</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$3.75</td>\n",
       "      <td>$1.04</td>\n",
       "      <td>$0.03</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.52</td>\n",
       "      <td>0.03</td>\n",
       "      <td>3.75</td>\n",
       "      <td>1.04</td>\n",
       "      <td>0.03</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Pensacola Beach Brdg (Bob Sykes)</td>\n",
       "      <td>34</td>\n",
       "      <td>Escambia County BOCC</td>\n",
       "      <td>Gulf Breeze, FL</td>\n",
       "      <td>Santa Rosa Sound</td>\n",
       "      <td>Pensacola Beach, FL</td>\n",
       "      <td>0.80</td>\n",
       "      <td>1.29</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.49</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.49</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.49</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Broad</td>\n",
       "      <td>36</td>\n",
       "      <td>Town of Bay Harbor Islands</td>\n",
       "      <td>North Miami, FL</td>\n",
       "      <td>Biscayne Bay</td>\n",
       "      <td>Bay Harbor Isle, FL</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$0.97</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.97</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.97</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Rickenbacker (SR-913)</td>\n",
       "      <td>37</td>\n",
       "      <td>Miami-Dade County</td>\n",
       "      <td>Miami, FL</td>\n",
       "      <td>Biscayne Bay</td>\n",
       "      <td>Key Biscayne, FL</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.83</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.35</td>\n",
       "      <td>$10.50</td>\n",
       "      <td>$0.84</td>\n",
       "      <td>1.75</td>\n",
       "      <td>1.75</td>\n",
       "      <td>0.12</td>\n",
       "      <td>28.35</td>\n",
       "      <td>10.50</td>\n",
       "      <td>0.84</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Venetian Causeway</td>\n",
       "      <td>314</td>\n",
       "      <td>Miami-Dade County</td>\n",
       "      <td>Miami, FL</td>\n",
       "      <td>Biscayne Bay</td>\n",
       "      <td>Miami Beach, FL</td>\n",
       "      <td>2.52</td>\n",
       "      <td>4.06</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$6.75</td>\n",
       "      <td>$2.25</td>\n",
       "      <td>$1.57</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.83</td>\n",
       "      <td>6.75</td>\n",
       "      <td>2.25</td>\n",
       "      <td>1.57</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Sanibel</td>\n",
       "      <td>40</td>\n",
       "      <td>Lee County</td>\n",
       "      <td>Sanibel, FL</td>\n",
       "      <td>Pine Island Sound</td>\n",
       "      <td>Captiva, FL</td>\n",
       "      <td>2.00</td>\n",
       "      <td>3.22</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$27.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>$23.30</td>\n",
       "      <td>6.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.73</td>\n",
       "      <td>27.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>23.30</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Cape Coral</td>\n",
       "      <td>41</td>\n",
       "      <td>Lee County</td>\n",
       "      <td>Cape Coral, FL</td>\n",
       "      <td>Caloosahatchee River</td>\n",
       "      <td>Fort Myers, FL</td>\n",
       "      <td>1.10</td>\n",
       "      <td>1.77</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$2.00</td>\n",
       "      <td>$20.68</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.28</td>\n",
       "      <td>16.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>20.68</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Midpoint Memorial</td>\n",
       "      <td>42</td>\n",
       "      <td>Lee County</td>\n",
       "      <td>Cape Coral, FL</td>\n",
       "      <td>Caloosahatchee River</td>\n",
       "      <td>Fort Myers, FL</td>\n",
       "      <td>1.25</td>\n",
       "      <td>2.01</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$2.00</td>\n",
       "      <td>$15.12</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>1.17</td>\n",
       "      <td>16.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>15.12</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Garcon Point</td>\n",
       "      <td>43</td>\n",
       "      <td>Santa Rosa Bay Brdg Auth &amp; FL Dept of Transpor...</td>\n",
       "      <td>Garcon Point</td>\n",
       "      <td>Pensacola Bay</td>\n",
       "      <td>Redfish Point</td>\n",
       "      <td>3.50</td>\n",
       "      <td>5.63</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$18.75</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$2.41</td>\n",
       "      <td>3.75</td>\n",
       "      <td>3.75</td>\n",
       "      <td>0.98</td>\n",
       "      <td>18.75</td>\n",
       "      <td>7.50</td>\n",
       "      <td>2.41</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Gasparilla Bridge</td>\n",
       "      <td>318</td>\n",
       "      <td>Gasparilla Island Bridge Authority</td>\n",
       "      <td>Boca Grande</td>\n",
       "      <td>Placida Harbor/Gulf Intracoastal</td>\n",
       "      <td>Placida</td>\n",
       "      <td>2.50</td>\n",
       "      <td>4.02</td>\n",
       "      <td>Minor Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>$49.50</td>\n",
       "      <td>$16.50</td>\n",
       "      <td>$13.20</td>\n",
       "      <td>6.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>2.40</td>\n",
       "      <td>49.50</td>\n",
       "      <td>16.50</td>\n",
       "      <td>13.20</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Florida</td>\n",
       "      <td>Hammock Dunes Parkway Bridge</td>\n",
       "      <td>300</td>\n",
       "      <td>Dunes Community Development District</td>\n",
       "      <td>Palm Coast</td>\n",
       "      <td>Intercoastal Waterway</td>\n",
       "      <td>Palm Coast</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.80</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>8.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Florida</td>\n",
       "      <td>I-4 Connector</td>\n",
       "      <td>339</td>\n",
       "      <td>FL Turnpike Enterprise</td>\n",
       "      <td>I-4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Selmon Expressway</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tolled Ramps</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.27</td>\n",
       "      <td>$0.51</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.27</td>\n",
       "      <td>0.51</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.27</td>\n",
       "      <td>0.51</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Illinois - Indiana</td>\n",
       "      <td>St. Fancisville Bridge - Old Wabash Cannonball...</td>\n",
       "      <td>304</td>\n",
       "      <td>City of St. Francisville, IL</td>\n",
       "      <td>St. Francisville, IL</td>\n",
       "      <td>Wabash River</td>\n",
       "      <td>Vincennes, IN</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.40</td>\n",
       "      <td>Local</td>\n",
       "      <td>...</td>\n",
       "      <td>$3.50</td>\n",
       "      <td>$2.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>2.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Illinois - Iowa</td>\n",
       "      <td>Fort Madison</td>\n",
       "      <td>71</td>\n",
       "      <td>A.T. &amp; SF. Rdway Co; Topeka, KS</td>\n",
       "      <td>Niota, IL</td>\n",
       "      <td>Mississippi River</td>\n",
       "      <td>Ft. Madison, IA</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.97</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Lake Pontchartrain</td>\n",
       "      <td>87</td>\n",
       "      <td>Greater New Orleans Expway Com</td>\n",
       "      <td>New Orleans, LA</td>\n",
       "      <td>Lake Pontchartrain</td>\n",
       "      <td>Mandeville, LA</td>\n",
       "      <td>24.00</td>\n",
       "      <td>38.62</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$15.00</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.02</td>\n",
       "      <td>15.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>Avery Island</td>\n",
       "      <td>89</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.53</td>\n",
       "      <td>2.46</td>\n",
       "      <td>Local</td>\n",
       "      <td>...</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>$1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Louisiana</td>\n",
       "      <td>LA 1</td>\n",
       "      <td>317</td>\n",
       "      <td>LA- Dept of Trans. And Development</td>\n",
       "      <td>LA 1 Leeville</td>\n",
       "      <td>Gulf of Mexico</td>\n",
       "      <td>LA 3090 (Port Fouchon)</td>\n",
       "      <td>8.00</td>\n",
       "      <td>12.88</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>Hatem</td>\n",
       "      <td>95</td>\n",
       "      <td>MD Transporation Authority (MDTA)</td>\n",
       "      <td>Havre de Grace, MD</td>\n",
       "      <td>Susquehanna River</td>\n",
       "      <td>Perryville, MD</td>\n",
       "      <td>1.30</td>\n",
       "      <td>2.09</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$75.00</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$35.00</td>\n",
       "      <td>12.00</td>\n",
       "      <td>2.80</td>\n",
       "      <td>5.69</td>\n",
       "      <td>75.00</td>\n",
       "      <td>16.00</td>\n",
       "      <td>35.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>Wm Preston Lane, Jr.</td>\n",
       "      <td>96</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>Sandy Point, MD</td>\n",
       "      <td>Chesapeake Bay</td>\n",
       "      <td>Kent Island, MD</td>\n",
       "      <td>4.50</td>\n",
       "      <td>7.24</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$60.00</td>\n",
       "      <td>$12.00</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>9.00</td>\n",
       "      <td>2.10</td>\n",
       "      <td>1.23</td>\n",
       "      <td>60.00</td>\n",
       "      <td>12.00</td>\n",
       "      <td>8.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Maryland</td>\n",
       "      <td>Francis Scott Key</td>\n",
       "      <td>97</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>Hawkins Points, MD</td>\n",
       "      <td>Patapsco River</td>\n",
       "      <td>Edgemere, MD</td>\n",
       "      <td>10.90</td>\n",
       "      <td>17.54</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$45.00</td>\n",
       "      <td>$3.60</td>\n",
       "      <td>$2.23</td>\n",
       "      <td>6.00</td>\n",
       "      <td>1.40</td>\n",
       "      <td>0.20</td>\n",
       "      <td>45.00</td>\n",
       "      <td>3.60</td>\n",
       "      <td>2.23</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Gateway International</td>\n",
       "      <td>226</td>\n",
       "      <td>Cameron County</td>\n",
       "      <td>Brownsville, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>B &amp; M</td>\n",
       "      <td>227</td>\n",
       "      <td>Brownsville &amp; Matamoros Bridge Co</td>\n",
       "      <td>Brownsville, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Free Trade</td>\n",
       "      <td>228</td>\n",
       "      <td>Cameron County</td>\n",
       "      <td>Los Indios, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Lucia Blanco, Tamaulipas (0.15 Mi)</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.40</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Veterans International</td>\n",
       "      <td>229</td>\n",
       "      <td>City of Brownsville &amp; Cameron County</td>\n",
       "      <td>Brownsville, TX (0.25 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.5 Mi)</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.21</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Weslaco-Progreso International</td>\n",
       "      <td>230</td>\n",
       "      <td>B &amp; P Bridge Co</td>\n",
       "      <td>Progreso, TX (0.02 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Progreso, Mexico (0.1 Mi)</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.19</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Pharr-Reynosa</td>\n",
       "      <td>231</td>\n",
       "      <td>City of Pharr</td>\n",
       "      <td>Pharr, TX (1.5 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (1.75 Mi)</td>\n",
       "      <td>3.25</td>\n",
       "      <td>5.23</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$25.25</td>\n",
       "      <td>$11.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>25.25</td>\n",
       "      <td>11.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>McAllen-Hidalgo-Reynosa</td>\n",
       "      <td>232</td>\n",
       "      <td>City of McAllen</td>\n",
       "      <td>Hidalgo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Rio Grande City-Camargo</td>\n",
       "      <td>233</td>\n",
       "      <td>Starr &amp; Camargo Bridge Co</td>\n",
       "      <td>Rio Grande City, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Camargo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Roma-Ciudad Miguel Aleman</td>\n",
       "      <td>234</td>\n",
       "      <td>Starr County</td>\n",
       "      <td>Roma, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Miguel Aleman (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Minor Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>$14.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>14.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Juarez-Lincoln</td>\n",
       "      <td>235</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Gateway to the Americas</td>\n",
       "      <td>236</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>World Trade</td>\n",
       "      <td>237</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.31</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Laredo-Columbia Solidarity</td>\n",
       "      <td>238</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.09 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Colombia, Nuevo Leon (0.09 Mi)</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.29</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$25.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>25.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Eagle Pass # 1</td>\n",
       "      <td>239</td>\n",
       "      <td>City of Eagle Pass</td>\n",
       "      <td>Eagle Pass, TX (0.3 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Pedras Negras, Coahuila (0.1 Mi)</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.64</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Camino Real International</td>\n",
       "      <td>240</td>\n",
       "      <td>City of Eagle Pass</td>\n",
       "      <td>Eagle Pass, TX (0.07 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Pedras Negras, Coahuila (0.19 Mi)</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.42</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>22.50</td>\n",
       "      <td>7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Del Rio-Ciudad Acuna International</td>\n",
       "      <td>241</td>\n",
       "      <td>City of Del Rio</td>\n",
       "      <td>Del Rio, TX (0.6 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Acuna, Coahuila (0.3 Mi)</td>\n",
       "      <td>0.90</td>\n",
       "      <td>1.45</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$30.00</td>\n",
       "      <td>$10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>30.00</td>\n",
       "      <td>10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Presidio</td>\n",
       "      <td>242</td>\n",
       "      <td>State of Texas</td>\n",
       "      <td>Presidio, TX  (0.12 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ojinaga, Chihuahua  (0.03 Mi)</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.24</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Ysleta-Zaragosa</td>\n",
       "      <td>243</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.2 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Zaragosa, Chihuahua (0.1)</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.48</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$24.00</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>24.00</td>\n",
       "      <td>8.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Good Neighbor (Stanton St.)</td>\n",
       "      <td>244</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Juarez, Chihuahua (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Paso Del Norte (Santa Fe St)</td>\n",
       "      <td>245</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.3 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Juarez, Chihuahua (0.2 Mi)</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.80</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Anzalduas International</td>\n",
       "      <td>319</td>\n",
       "      <td>City of McAllen</td>\n",
       "      <td>Mission, TX (1.8Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (1.6 Mi)</td>\n",
       "      <td>3.40</td>\n",
       "      <td>5.44</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Donna International</td>\n",
       "      <td>306</td>\n",
       "      <td>City of Donna</td>\n",
       "      <td>Donna, TX (0.08 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Rio Bravo, Tamaulipas (0.12 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Texas-Mexico</td>\n",
       "      <td>Tornillo-Guadalupe</td>\n",
       "      <td>320</td>\n",
       "      <td>El Paso County</td>\n",
       "      <td>Tornillo, TX (0.12 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Guadalupe, Chihuahua</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.38</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>Boulevard (SR 161)</td>\n",
       "      <td>272</td>\n",
       "      <td>Richmond Metropolitan Authority</td>\n",
       "      <td>North of the James River at North Bank Park</td>\n",
       "      <td>James River</td>\n",
       "      <td>South of the James River at James River Park</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.58</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$0.70</td>\n",
       "      <td>$0.70</td>\n",
       "      <td>$1.94</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.35</td>\n",
       "      <td>0.97</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.94</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>Chesapeake Bay (US 13)</td>\n",
       "      <td>274</td>\n",
       "      <td>Chesapeake Bay Bridge &amp; Tunnel District</td>\n",
       "      <td>Kiptopeake, VA</td>\n",
       "      <td>Chesapeake Bay</td>\n",
       "      <td>Virginia Beach, VA</td>\n",
       "      <td>20.00</td>\n",
       "      <td>32.19</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$47.00</td>\n",
       "      <td>$23.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>26.00</td>\n",
       "      <td>13.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>47.00</td>\n",
       "      <td>23.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>Virginia</td>\n",
       "      <td>George P. Coleman (US 17)</td>\n",
       "      <td>275</td>\n",
       "      <td>Virginia Department of Transportation</td>\n",
       "      <td>York County</td>\n",
       "      <td>York River</td>\n",
       "      <td>Gloucester Co</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.61</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$4.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>0.85</td>\n",
       "      <td>1.08</td>\n",
       "      <td>4.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>Washington</td>\n",
       "      <td>Tacoma Narrows</td>\n",
       "      <td>285</td>\n",
       "      <td>WA Department of Transportation</td>\n",
       "      <td>Tacoma, WA</td>\n",
       "      <td>Tacoma Narrows</td>\n",
       "      <td>Gig Harbor, WA</td>\n",
       "      <td>1.02</td>\n",
       "      <td>1.64</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$9.00</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>$6.75</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>9.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>6.75</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>Washington</td>\n",
       "      <td>Albert D. Rosellini</td>\n",
       "      <td>316</td>\n",
       "      <td>WA Department of Transportation</td>\n",
       "      <td>Seattle, Wa</td>\n",
       "      <td>Lake Washington</td>\n",
       "      <td>Medina, WA</td>\n",
       "      <td>1.44</td>\n",
       "      <td>2.32</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$15.38</td>\n",
       "      <td>$0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.25</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>15.38</td>\n",
       "      <td>0.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>West Virginia - Ohio</td>\n",
       "      <td>Parkersburg Memorial</td>\n",
       "      <td>287</td>\n",
       "      <td>City of Parkersburg, WV</td>\n",
       "      <td>Parkersburg, WV (0.2 Mi)</td>\n",
       "      <td>Ohio River</td>\n",
       "      <td>Belpre, OH (0.1 Mi)</td>\n",
       "      <td>0.80</td>\n",
       "      <td>1.29</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>West Virginia - Ohio</td>\n",
       "      <td>Newell-East Liverpool</td>\n",
       "      <td>195</td>\n",
       "      <td>Newell Brdg &amp; Rdwy Co, Newell, WV</td>\n",
       "      <td>Newell, WV  (0.2 Mi)</td>\n",
       "      <td>Ohio River</td>\n",
       "      <td>East Liverpool, OH  (0.1 Mi)</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.48</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>112 rows × 35 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                    State                                   Name of Facility  \\\n",
       "3                 Alabama                              Alabama River Parkway   \n",
       "4                 Alabama                              Black Warrior Parkway   \n",
       "5                 Alabama                        Emerald Mountain Expressway   \n",
       "6                  Alaska                 Whittier (Anton Anderson Memorial)   \n",
       "7              California                         Antioch (John A. Nedjedly)   \n",
       "8              California                                  San Mateo-Hayward   \n",
       "9              California                                          Dumbarton   \n",
       "10             California                                        Golden Gate   \n",
       "11                Florida                                         Card Sound   \n",
       "12                Florida                                            Mid-Bay   \n",
       "13                Florida                             Pinellas Bayway System   \n",
       "14                Florida                   Pensacola Beach Brdg (Bob Sykes)   \n",
       "15                Florida                                              Broad   \n",
       "16                Florida                              Rickenbacker (SR-913)   \n",
       "17                Florida                                  Venetian Causeway   \n",
       "18                Florida                                            Sanibel   \n",
       "19                Florida                                         Cape Coral   \n",
       "20                Florida                                  Midpoint Memorial   \n",
       "21                Florida                                       Garcon Point   \n",
       "22                Florida                                  Gasparilla Bridge   \n",
       "23                Florida                       Hammock Dunes Parkway Bridge   \n",
       "24                Florida                                      I-4 Connector   \n",
       "25     Illinois - Indiana  St. Fancisville Bridge - Old Wabash Cannonball...   \n",
       "26        Illinois - Iowa                                       Fort Madison   \n",
       "27              Louisiana                                 Lake Pontchartrain   \n",
       "28              Louisiana                                       Avery Island   \n",
       "29              Louisiana                                               LA 1   \n",
       "30               Maryland                                              Hatem   \n",
       "31               Maryland                               Wm Preston Lane, Jr.   \n",
       "32               Maryland                                  Francis Scott Key   \n",
       "..                    ...                                                ...   \n",
       "85         Texas - Mexico                              Gateway International   \n",
       "86         Texas - Mexico                                              B & M   \n",
       "87         Texas - Mexico                                         Free Trade   \n",
       "88         Texas - Mexico                             Veterans International   \n",
       "89         Texas - Mexico                     Weslaco-Progreso International   \n",
       "90         Texas - Mexico                                      Pharr-Reynosa   \n",
       "91         Texas - Mexico                            McAllen-Hidalgo-Reynosa   \n",
       "92         Texas - Mexico                            Rio Grande City-Camargo   \n",
       "93         Texas - Mexico                          Roma-Ciudad Miguel Aleman   \n",
       "94         Texas - Mexico                                     Juarez-Lincoln   \n",
       "95         Texas - Mexico                            Gateway to the Americas   \n",
       "96         Texas - Mexico                                        World Trade   \n",
       "97         Texas - Mexico                         Laredo-Columbia Solidarity   \n",
       "98         Texas - Mexico                                     Eagle Pass # 1   \n",
       "99         Texas - Mexico                          Camino Real International   \n",
       "100        Texas - Mexico                 Del Rio-Ciudad Acuna International   \n",
       "101        Texas - Mexico                                           Presidio   \n",
       "102        Texas - Mexico                                    Ysleta-Zaragosa   \n",
       "103        Texas - Mexico                        Good Neighbor (Stanton St.)   \n",
       "104        Texas - Mexico                       Paso Del Norte (Santa Fe St)   \n",
       "105        Texas - Mexico                            Anzalduas International   \n",
       "106        Texas - Mexico                                Donna International   \n",
       "107          Texas-Mexico                                 Tornillo-Guadalupe   \n",
       "108              Virginia                                 Boulevard (SR 161)   \n",
       "109              Virginia                             Chesapeake Bay (US 13)   \n",
       "110              Virginia                          George P. Coleman (US 17)   \n",
       "111            Washington                                     Tacoma Narrows   \n",
       "112            Washington                                Albert D. Rosellini   \n",
       "113  West Virginia - Ohio                               Parkersburg Memorial   \n",
       "114  West Virginia - Ohio                              Newell-East Liverpool   \n",
       "\n",
       "    HPMS Toll ID                   Financing or Operating Authority  \\\n",
       "3              1                                  Alinda Roads, LLC   \n",
       "4              2                                  Alinda Roads, LLC   \n",
       "5              3                                  Alinda Roads, LLC   \n",
       "6              5                                             AK DOT   \n",
       "7             12                                               BATA   \n",
       "8             13                                               BATA   \n",
       "9             14                                               BATA   \n",
       "10            15                 Golden Gate Brdg, Hwy & Trans Dist   \n",
       "11            31                                        Monroe Cnty   \n",
       "12            32    Mid-Bay Brdg Auth (& FL Dept of Transportation)   \n",
       "13            33                                   FL Dept of Trans   \n",
       "14            34                               Escambia County BOCC   \n",
       "15            36                         Town of Bay Harbor Islands   \n",
       "16            37                                  Miami-Dade County   \n",
       "17           314                                  Miami-Dade County   \n",
       "18            40                                         Lee County   \n",
       "19            41                                         Lee County   \n",
       "20            42                                         Lee County   \n",
       "21            43  Santa Rosa Bay Brdg Auth & FL Dept of Transpor...   \n",
       "22           318                 Gasparilla Island Bridge Authority   \n",
       "23           300               Dunes Community Development District   \n",
       "24           339                             FL Turnpike Enterprise   \n",
       "25           304                       City of St. Francisville, IL   \n",
       "26            71                    A.T. & SF. Rdway Co; Topeka, KS   \n",
       "27            87                     Greater New Orleans Expway Com   \n",
       "28            89                                                NaN   \n",
       "29           317                 LA- Dept of Trans. And Development   \n",
       "30            95                  MD Transporation Authority (MDTA)   \n",
       "31            96                 MD Transportation Authority (MDTA)   \n",
       "32            97                 MD Transportation Authority (MDTA)   \n",
       "..           ...                                                ...   \n",
       "85           226                                     Cameron County   \n",
       "86           227                  Brownsville & Matamoros Bridge Co   \n",
       "87           228                                     Cameron County   \n",
       "88           229               City of Brownsville & Cameron County   \n",
       "89           230                                    B & P Bridge Co   \n",
       "90           231                                      City of Pharr   \n",
       "91           232                                    City of McAllen   \n",
       "92           233                          Starr & Camargo Bridge Co   \n",
       "93           234                                       Starr County   \n",
       "94           235                                     City of Laredo   \n",
       "95           236                                     City of Laredo   \n",
       "96           237                                     City of Laredo   \n",
       "97           238                                     City of Laredo   \n",
       "98           239                                 City of Eagle Pass   \n",
       "99           240                                 City of Eagle Pass   \n",
       "100          241                                    City of Del Rio   \n",
       "101          242                                     State of Texas   \n",
       "102          243                                    City of El Paso   \n",
       "103          244                                    City of El Paso   \n",
       "104          245                                    City of El Paso   \n",
       "105          319                                    City of McAllen   \n",
       "106          306                                      City of Donna   \n",
       "107          320                                     El Paso County   \n",
       "108          272                    Richmond Metropolitan Authority   \n",
       "109          274            Chesapeake Bay Bridge & Tunnel District   \n",
       "110          275              Virginia Department of Transportation   \n",
       "111          285                    WA Department of Transportation   \n",
       "112          316                    WA Department of Transportation   \n",
       "113          287                            City of Parkersburg, WV   \n",
       "114          195                  Newell Brdg & Rdwy Co, Newell, WV   \n",
       "\n",
       "                                            From  \\\n",
       "3                     North Bypass in Montgomery   \n",
       "4                           US - 82 in Northport   \n",
       "5              Wares Ferry Rd, Montgomery County   \n",
       "6                                    Portage, AK   \n",
       "7                            Contra Costa County   \n",
       "8                                  San Mateo, CA   \n",
       "9                                  Palo Alto, CA   \n",
       "10                             San Francisco, CA   \n",
       "11                         Miami-Dade County, FL   \n",
       "12                                 Niceville, FL   \n",
       "13                            St. Petersburg, FL   \n",
       "14                               Gulf Breeze, FL   \n",
       "15                               North Miami, FL   \n",
       "16                                     Miami, FL   \n",
       "17                                     Miami, FL   \n",
       "18                                   Sanibel, FL   \n",
       "19                                Cape Coral, FL   \n",
       "20                                Cape Coral, FL   \n",
       "21                                  Garcon Point   \n",
       "22                                   Boca Grande   \n",
       "23                                    Palm Coast   \n",
       "24                                           I-4   \n",
       "25                          St. Francisville, IL   \n",
       "26                                     Niota, IL   \n",
       "27                               New Orleans, LA   \n",
       "28                                           NaN   \n",
       "29                                 LA 1 Leeville   \n",
       "30                            Havre de Grace, MD   \n",
       "31                               Sandy Point, MD   \n",
       "32                            Hawkins Points, MD   \n",
       "..                                           ...   \n",
       "85                      Brownsville, TX (0.1 Mi)   \n",
       "86                      Brownsville, TX (0.1 Mi)   \n",
       "87                       Los Indios, TX (0.1 Mi)   \n",
       "88                     Brownsville, TX (0.25 Mi)   \n",
       "89                        Progreso, TX (0.02 Mi)   \n",
       "90                            Pharr, TX (1.5 Mi)   \n",
       "91                          Hidalgo, TX (0.1 Mi)   \n",
       "92                  Rio Grande City, TX (0.1 Mi)   \n",
       "93                             Roma, TX (0.1 Mi)   \n",
       "94                           Laredo, TX (0.1 Mi)   \n",
       "95                           Laredo, TX (0.1 Mi)   \n",
       "96                                    Laredo, TX   \n",
       "97                          Laredo, TX (0.09 Mi)   \n",
       "98                       Eagle Pass, TX (0.3 Mi)   \n",
       "99                      Eagle Pass, TX (0.07 Mi)   \n",
       "100                         Del Rio, TX (0.6 Mi)   \n",
       "101                      Presidio, TX  (0.12 Mi)   \n",
       "102                         El Paso, TX (0.2 Mi)   \n",
       "103                         El Paso, TX (0.1 Mi)   \n",
       "104                         El Paso, TX (0.3 Mi)   \n",
       "105                          Mission, TX (1.8Mi)   \n",
       "106                          Donna, TX (0.08 Mi)   \n",
       "107                       Tornillo, TX (0.12 Mi)   \n",
       "108  North of the James River at North Bank Park   \n",
       "109                               Kiptopeake, VA   \n",
       "110                                  York County   \n",
       "111                                   Tacoma, WA   \n",
       "112                                  Seattle, Wa   \n",
       "113                     Parkersburg, WV (0.2 Mi)   \n",
       "114                         Newell, WV  (0.2 Mi)   \n",
       "\n",
       "                Body of Water Crossing  \\\n",
       "3                        Alabama River   \n",
       "4                  Black Warrior River   \n",
       "5                     Tallapoosa River   \n",
       "6                          Maynard Mt.   \n",
       "7                    San Joaquin River   \n",
       "8                    San Francisco Bay   \n",
       "9                    San Francisco Bay   \n",
       "10                   San Francisco Bay   \n",
       "11                          Card Sound   \n",
       "12                  Choctawhatchee Bay   \n",
       "13                     Lower Tampa Bay   \n",
       "14                    Santa Rosa Sound   \n",
       "15                        Biscayne Bay   \n",
       "16                        Biscayne Bay   \n",
       "17                        Biscayne Bay   \n",
       "18                   Pine Island Sound   \n",
       "19                Caloosahatchee River   \n",
       "20                Caloosahatchee River   \n",
       "21                       Pensacola Bay   \n",
       "22   Placida Harbor/Gulf Intracoastal    \n",
       "23               Intercoastal Waterway   \n",
       "24                                 NaN   \n",
       "25                        Wabash River   \n",
       "26                   Mississippi River   \n",
       "27                  Lake Pontchartrain   \n",
       "28                                 NaN   \n",
       "29                      Gulf of Mexico   \n",
       "30                   Susquehanna River   \n",
       "31                      Chesapeake Bay   \n",
       "32                      Patapsco River   \n",
       "..                                 ...   \n",
       "85                    Rio Grande River   \n",
       "86                    Rio Grande River   \n",
       "87                    Rio Grande River   \n",
       "88                    Rio Grande River   \n",
       "89                    Rio Grande River   \n",
       "90                    Rio Grande River   \n",
       "91                    Rio Grande River   \n",
       "92                    Rio Grande River   \n",
       "93                    Rio Grande River   \n",
       "94                    Rio Grande River   \n",
       "95                    Rio Grande River   \n",
       "96                    Rio Grande River   \n",
       "97                    Rio Grande River   \n",
       "98                    Rio Grande River   \n",
       "99                    Rio Grande River   \n",
       "100                   Rio Grande River   \n",
       "101                   Rio Grande River   \n",
       "102                   Rio Grande River   \n",
       "103                   Rio Grande River   \n",
       "104                   Rio Grande River   \n",
       "105                   Rio Grande River   \n",
       "106                   Rio Grande River   \n",
       "107                   Rio Grande River   \n",
       "108                        James River   \n",
       "109                     Chesapeake Bay   \n",
       "110                         York River   \n",
       "111                     Tacoma Narrows   \n",
       "112                    Lake Washington   \n",
       "113                         Ohio River   \n",
       "114                         Ohio River   \n",
       "\n",
       "                                               To  Length 1/ Miles Kilometers  \\\n",
       "3                         SR 143 in Elmore County             1.72       2.77   \n",
       "4                               I - 59 Tuscaloosa             4.25       6.84   \n",
       "5                 Rifle Range Road, Elmore County             1.75       2.82   \n",
       "6                                    Whittier, AK             2.50       4.02   \n",
       "7                               Sacramento County             1.40       2.25   \n",
       "8                                     Hayward, CA             9.90      15.93   \n",
       "9                                      Newark, CA             5.90       9.50   \n",
       "10                                 Marin Cnty, CA             2.30       3.70   \n",
       "11                            Steamboat Creek, FL             3.25       5.23   \n",
       "12                                     Destin, FL             3.60       5.79   \n",
       "13                                 Mullet Key, FL            15.20      24.46   \n",
       "14                            Pensacola Beach, FL             0.80       1.29   \n",
       "15                            Bay Harbor Isle, FL             0.70       1.13   \n",
       "16                               Key Biscayne, FL             3.00       4.83   \n",
       "17                                Miami Beach, FL             2.52       4.06   \n",
       "18                                    Captiva, FL             2.00       3.22   \n",
       "19                                 Fort Myers, FL             1.10       1.77   \n",
       "20                                 Fort Myers, FL             1.25       2.01   \n",
       "21                                  Redfish Point             3.50       5.63   \n",
       "22                                        Placida             2.50       4.02   \n",
       "23                                     Palm Coast             0.50       0.80   \n",
       "24                              Selmon Expressway             1.00        NaN   \n",
       "25                                  Vincennes, IN             0.25       0.40   \n",
       "26                                Ft. Madison, IA             0.60       0.97   \n",
       "27                                 Mandeville, LA            24.00      38.62   \n",
       "28                                            NaN             1.53       2.46   \n",
       "29                         LA 3090 (Port Fouchon)             8.00      12.88   \n",
       "30                                 Perryville, MD             1.30       2.09   \n",
       "31                                Kent Island, MD             4.50       7.24   \n",
       "32                                   Edgemere, MD            10.90      17.54   \n",
       "..                                            ...              ...        ...   \n",
       "85                 Matamoros, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "86                 Matamoros, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "87             Lucia Blanco, Tamaulipas (0.15 Mi)             0.25       0.40   \n",
       "88                 Matamoros, Tamaulipas (0.5 Mi)             0.75       1.21   \n",
       "89                Nuevo Progreso, Mexico (0.1 Mi)             0.12       0.19   \n",
       "90                  Reynosa, Tamaulipas (1.75 Mi)             3.25       5.23   \n",
       "91                   Reynosa, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "92                   Camargo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "93                  Ciudad Miguel Aleman (0.1 Mi)             0.20       0.32   \n",
       "94              Nuevo Laredo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "95              Nuevo Laredo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "96                       Nuevo Laredo, Tamaulipas             0.19       0.31   \n",
       "97                 Colombia, Nuevo Leon (0.09 Mi)             0.18       0.29   \n",
       "98               Pedras Negras, Coahuila (0.1 Mi)             0.40       0.64   \n",
       "99              Pedras Negras, Coahuila (0.19 Mi)             0.26       0.42   \n",
       "100               Ciudad Acuna, Coahuila (0.3 Mi)             0.90       1.45   \n",
       "101                 Ojinaga, Chihuahua  (0.03 Mi)             0.15       0.24   \n",
       "102                     Zaragosa, Chihuahua (0.1)             0.30       0.48   \n",
       "103             Ciudad Juarez, Chihuahua (0.1 Mi)             0.20       0.32   \n",
       "104             Ciudad Juarez, Chihuahua (0.2 Mi)             0.50       0.80   \n",
       "105                  Reynosa, Tamaulipas (1.6 Mi)             3.40       5.44   \n",
       "106               Rio Bravo, Tamaulipas (0.12 Mi)             0.20       0.32   \n",
       "107                         Guadalupe, Chihuahua              0.24       0.38   \n",
       "108  South of the James River at James River Park             0.36       0.58   \n",
       "109                            Virginia Beach, VA            20.00      32.19   \n",
       "110                                 Gloucester Co             1.00       1.61   \n",
       "111                                Gig Harbor, WA             1.02       1.64   \n",
       "112                                    Medina, WA             1.44       2.32   \n",
       "113                           Belpre, OH (0.1 Mi)             0.80       1.29   \n",
       "114                  East Liverpool, OH  (0.1 Mi)             0.30       0.48   \n",
       "\n",
       "                                   Functional Class 2/     ...      \\\n",
       "3                                       Minor Arterial     ...       \n",
       "4                                       Minor Arterial     ...       \n",
       "5                                      Major Collector     ...       \n",
       "6                                       Minor Arterial     ...       \n",
       "7                                       Minor Arterial     ...       \n",
       "8    Principal Arterial - Other Freeways and Expres...     ...       \n",
       "9    Principal Arterial - Other Freeways and Expres...     ...       \n",
       "10   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "11                                      Minor Arterial     ...       \n",
       "12   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "13   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "14                                     Major Collector     ...       \n",
       "15                                      Minor Arterial     ...       \n",
       "16                          Principal Arterial - Other     ...       \n",
       "17                                      Minor Arterial     ...       \n",
       "18                                      Minor Arterial     ...       \n",
       "19                                      Minor Arterial     ...       \n",
       "20                                      Minor Arterial     ...       \n",
       "21   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "22                                     Minor Collector     ...       \n",
       "23                          Principal Arterial - Other     ...       \n",
       "24                                        Tolled Ramps     ...       \n",
       "25                                               Local     ...       \n",
       "26                                      Minor Arterial     ...       \n",
       "27                          Principal Arterial - Other     ...       \n",
       "28                                               Local     ...       \n",
       "29                          Principal Arterial - Other     ...       \n",
       "30                          Principal Arterial - Other     ...       \n",
       "31                          Principal Arterial - Other     ...       \n",
       "32   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "..                                                 ...     ...       \n",
       "85                          Principal Arterial - Other     ...       \n",
       "86                          Principal Arterial - Other     ...       \n",
       "87                          Principal Arterial - Other     ...       \n",
       "88   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "89                          Principal Arterial - Other     ...       \n",
       "90                          Principal Arterial - Other     ...       \n",
       "91                          Principal Arterial - Other     ...       \n",
       "92                                      Minor Arterial     ...       \n",
       "93                                     Minor Collector     ...       \n",
       "94                          Principal Arterial - Other     ...       \n",
       "95                          Principal Arterial - Other     ...       \n",
       "96                          Principal Arterial - Other     ...       \n",
       "97                          Principal Arterial - Other     ...       \n",
       "98                          Principal Arterial - Other     ...       \n",
       "99                          Principal Arterial - Other     ...       \n",
       "100                         Principal Arterial - Other     ...       \n",
       "101                         Principal Arterial - Other     ...       \n",
       "102                         Principal Arterial - Other     ...       \n",
       "103                         Principal Arterial - Other     ...       \n",
       "104                         Principal Arterial - Other     ...       \n",
       "105                         Principal Arterial - Other     ...       \n",
       "106                         Principal Arterial - Other     ...       \n",
       "107                         Principal Arterial - Other     ...       \n",
       "108                         Principal Arterial - Other     ...       \n",
       "109                         Principal Arterial - Other     ...       \n",
       "110                         Principal Arterial - Other     ...       \n",
       "111  Principal Arterial - Other Freeways and Expres...     ...       \n",
       "112  Principal Arterial - Other Freeways and Expres...     ...       \n",
       "113                         Principal Arterial - Other     ...       \n",
       "114                                    Major Collector     ...       \n",
       "\n",
       "    Maximum Truck Fee Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "3               $5.00             $3.00                               $0.58   \n",
       "4               $5.00             $3.00                               $0.62   \n",
       "5               $5.50             $3.50                               $2.10   \n",
       "6             $137.00            $99.00                              $48.40   \n",
       "7              $35.00            $15.00                               $3.48   \n",
       "8              $35.00            $15.00                               $0.48   \n",
       "9              $35.00            $15.00                               $0.78   \n",
       "10             $49.00            $18.00                                   `   \n",
       "11              $3.00             $0.75                               $1.44   \n",
       "12             $15.00             $6.00                               $0.13   \n",
       "13              $3.75             $1.04                               $0.03   \n",
       "14              $1.00             $1.00                               $0.49   \n",
       "15              $1.00             $1.00                               $0.97   \n",
       "16             $28.35            $10.50                               $0.84   \n",
       "17              $6.75             $2.25                               $1.57   \n",
       "18             $27.00             $6.00                              $23.30   \n",
       "19             $16.00             $2.00                              $20.68   \n",
       "20             $16.00             $2.00                              $15.12   \n",
       "21             $18.75             $7.50                               $2.41   \n",
       "22             $49.50            $16.50                              $13.20   \n",
       "23              $5.00             $3.00                               $8.00   \n",
       "24              $1.27             $0.51                                 NaN   \n",
       "25              $3.50             $2.50                                 NaN   \n",
       "26              $5.00             $3.00                                 NaN   \n",
       "27             $15.00             $4.50                                 NaN   \n",
       "28              $1.00             $1.00                                 NaN   \n",
       "29                NaN               NaN                                 NaN   \n",
       "30             $75.00            $16.00                              $35.00   \n",
       "31             $60.00            $12.00                               $8.00   \n",
       "32             $45.00             $3.60                               $2.23   \n",
       "..                ...               ...                                 ...   \n",
       "85                NaN               NaN                                 NaN   \n",
       "86                NaN               NaN                                 NaN   \n",
       "87             $22.50             $8.50                                 NaN   \n",
       "88             $22.50             $8.50                                 NaN   \n",
       "89                NaN               NaN                                 NaN   \n",
       "90             $25.25            $11.25                                 NaN   \n",
       "91                NaN               NaN                                 NaN   \n",
       "92                NaN               NaN                                 NaN   \n",
       "93             $14.00             $6.00                                 NaN   \n",
       "94                NaN               NaN                                 NaN   \n",
       "95                NaN               NaN                                 NaN   \n",
       "96             $22.50             $8.50                                 NaN   \n",
       "97             $25.50             $8.50                                 NaN   \n",
       "98                NaN               NaN                                 NaN   \n",
       "99             $22.50             $7.50                                 NaN   \n",
       "100            $30.00            $10.00                                 NaN   \n",
       "101               NaN               NaN                                 NaN   \n",
       "102            $24.00             $8.00                                 NaN   \n",
       "103               NaN               NaN                                 NaN   \n",
       "104               NaN               NaN                                 NaN   \n",
       "105               NaN               NaN                                 NaN   \n",
       "106               NaN               NaN                                 NaN   \n",
       "107               NaN               NaN                                 NaN   \n",
       "108             $0.70             $0.70                               $1.94   \n",
       "109            $47.00            $23.00                                 NaN   \n",
       "110             $4.00             $3.00                                 NaN   \n",
       "111             $9.00             $4.50                               $6.75   \n",
       "112            $15.38             $0.00                                 NaN   \n",
       "113               NaN               NaN                                 NaN   \n",
       "114               NaN               NaN                                 NaN   \n",
       "\n",
       "    num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "3                                2.00                              1.50   \n",
       "4                                2.00                              1.50   \n",
       "5                                2.50                              1.75   \n",
       "6                               13.00                              8.25   \n",
       "7                                5.00                              2.50   \n",
       "8                                5.00                              2.50   \n",
       "9                                5.00                              2.50   \n",
       "10                               7.00                              4.00   \n",
       "11                               1.00                              0.50   \n",
       "12                               3.00                              2.00   \n",
       "13                               0.75                              0.52   \n",
       "14                               1.00                              1.00   \n",
       "15                               1.00                              1.00   \n",
       "16                               1.75                              1.75   \n",
       "17                               1.50                              1.50   \n",
       "18                               6.00                              0.00   \n",
       "19                               2.00                              0.00   \n",
       "20                               2.00                              0.00   \n",
       "21                               3.75                              3.75   \n",
       "22                               6.00                              6.00   \n",
       "23                               2.00                              2.00   \n",
       "24                               1.27                              0.51   \n",
       "25                               1.00                              1.00   \n",
       "26                               2.00                              2.00   \n",
       "27                               3.00                              2.00   \n",
       "28                               1.00                              1.00   \n",
       "29                                NaN                               NaN   \n",
       "30                              12.00                              2.80   \n",
       "31                               9.00                              2.10   \n",
       "32                               6.00                              1.40   \n",
       "..                                ...                               ...   \n",
       "85                               3.25                              3.25   \n",
       "86                               3.00                              3.00   \n",
       "87                               3.25                              3.25   \n",
       "88                               3.25                              3.25   \n",
       "89                               2.00                              2.00   \n",
       "90                               3.25                              3.25   \n",
       "91                               3.25                              3.25   \n",
       "92                               3.00                              3.00   \n",
       "93                               3.50                              3.50   \n",
       "94                               3.50                              3.50   \n",
       "95                               3.50                              3.50   \n",
       "96                                NaN                               NaN   \n",
       "97                               3.50                              3.50   \n",
       "98                               3.00                              3.00   \n",
       "99                               3.00                              3.00   \n",
       "100                              3.50                              3.50   \n",
       "101                               NaN                               NaN   \n",
       "102                              3.00                              3.00   \n",
       "103                              3.00                              3.00   \n",
       "104                               NaN                               NaN   \n",
       "105                              3.25                              3.25   \n",
       "106                              3.50                              3.50   \n",
       "107                               NaN                               NaN   \n",
       "108                              0.35                              0.35   \n",
       "109                             26.00                             13.00   \n",
       "110                              2.00                              0.85   \n",
       "111                              3.00                              3.00   \n",
       "112                              5.25                              0.00   \n",
       "113                               NaN                               NaN   \n",
       "114                               NaN                               NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "3                                                 0.25                   5.00   \n",
       "4                                                 0.27                   5.00   \n",
       "5                                                 0.99                   5.50   \n",
       "6                                                 3.88                 137.00   \n",
       "7                                                 1.74                  35.00   \n",
       "8                                                 0.24                  35.00   \n",
       "9                                                 0.41                  35.00   \n",
       "10                                                1.88                  49.00   \n",
       "11                                                0.12                   3.00   \n",
       "12                                                0.13                  15.00   \n",
       "13                                                0.03                   3.75   \n",
       "14                                                0.49                   1.00   \n",
       "15                                                0.97                   1.00   \n",
       "16                                                0.12                  28.35   \n",
       "17                                                0.83                   6.75   \n",
       "18                                                1.73                  27.00   \n",
       "19                                                1.28                  16.00   \n",
       "20                                                1.17                  16.00   \n",
       "21                                                0.98                  18.75   \n",
       "22                                                2.40                  49.50   \n",
       "23                                                4.00                   5.00   \n",
       "24                                                 NaN                   1.27   \n",
       "25                                                 NaN                   3.50   \n",
       "26                                                 NaN                   5.00   \n",
       "27                                                0.02                  15.00   \n",
       "28                                                 NaN                   1.00   \n",
       "29                                                 NaN                    NaN   \n",
       "30                                                5.69                  75.00   \n",
       "31                                                1.23                  60.00   \n",
       "32                                                0.20                  45.00   \n",
       "..                                                 ...                    ...   \n",
       "85                                                3.25                    NaN   \n",
       "86                                                3.00                    NaN   \n",
       "87                                                3.25                  22.50   \n",
       "88                                                3.25                  22.50   \n",
       "89                                                2.00                    NaN   \n",
       "90                                                3.25                  25.25   \n",
       "91                                                3.25                    NaN   \n",
       "92                                                3.00                    NaN   \n",
       "93                                                3.50                  14.00   \n",
       "94                                                3.50                    NaN   \n",
       "95                                                3.50                    NaN   \n",
       "96                                                 NaN                  22.50   \n",
       "97                                                3.50                  25.50   \n",
       "98                                                3.00                    NaN   \n",
       "99                                                3.00                  22.50   \n",
       "100                                               3.50                  30.00   \n",
       "101                                                NaN                    NaN   \n",
       "102                                               3.00                  24.00   \n",
       "103                                               3.00                    NaN   \n",
       "104                                                NaN                    NaN   \n",
       "105                                               3.25                    NaN   \n",
       "106                                               3.50                    NaN   \n",
       "107                                                NaN                    NaN   \n",
       "108                                               0.97                   0.70   \n",
       "109                                                NaN                  47.00   \n",
       "110                                               1.08                   4.00   \n",
       "111                                               3.00                   9.00   \n",
       "112                                                NaN                  15.38   \n",
       "113                                                NaN                    NaN   \n",
       "114                                                NaN                    NaN   \n",
       "\n",
       "    num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "3                    3.00                                    0.58       bandt  \n",
       "4                    3.00                                    0.62       bandt  \n",
       "5                    3.50                                    2.10       bandt  \n",
       "6                   99.00                                   48.40       bandt  \n",
       "7                   15.00                                    3.48       bandt  \n",
       "8                   15.00                                    0.48       bandt  \n",
       "9                   15.00                                    0.78       bandt  \n",
       "10                  18.00                                     NaN       bandt  \n",
       "11                   0.75                                    1.44       bandt  \n",
       "12                   6.00                                    0.13       bandt  \n",
       "13                   1.04                                    0.03       bandt  \n",
       "14                   1.00                                    0.49       bandt  \n",
       "15                   1.00                                    0.97       bandt  \n",
       "16                  10.50                                    0.84       bandt  \n",
       "17                   2.25                                    1.57       bandt  \n",
       "18                   6.00                                   23.30       bandt  \n",
       "19                   2.00                                   20.68       bandt  \n",
       "20                   2.00                                   15.12       bandt  \n",
       "21                   7.50                                    2.41       bandt  \n",
       "22                  16.50                                   13.20       bandt  \n",
       "23                   3.00                                    8.00       bandt  \n",
       "24                   0.51                                     NaN       bandt  \n",
       "25                   2.50                                     NaN       bandt  \n",
       "26                   3.00                                     NaN       bandt  \n",
       "27                   4.50                                     NaN       bandt  \n",
       "28                   1.00                                     NaN       bandt  \n",
       "29                    NaN                                     NaN       bandt  \n",
       "30                  16.00                                   35.00       bandt  \n",
       "31                  12.00                                    8.00       bandt  \n",
       "32                   3.60                                    2.23       bandt  \n",
       "..                    ...                                     ...         ...  \n",
       "85                    NaN                                     NaN       bandt  \n",
       "86                    NaN                                     NaN       bandt  \n",
       "87                   8.50                                     NaN       bandt  \n",
       "88                   8.50                                     NaN       bandt  \n",
       "89                    NaN                                     NaN       bandt  \n",
       "90                  11.25                                     NaN       bandt  \n",
       "91                    NaN                                     NaN       bandt  \n",
       "92                    NaN                                     NaN       bandt  \n",
       "93                   6.00                                     NaN       bandt  \n",
       "94                    NaN                                     NaN       bandt  \n",
       "95                    NaN                                     NaN       bandt  \n",
       "96                   8.50                                     NaN       bandt  \n",
       "97                   8.50                                     NaN       bandt  \n",
       "98                    NaN                                     NaN       bandt  \n",
       "99                   7.50                                     NaN       bandt  \n",
       "100                 10.00                                     NaN       bandt  \n",
       "101                   NaN                                     NaN       bandt  \n",
       "102                  8.00                                     NaN       bandt  \n",
       "103                   NaN                                     NaN       bandt  \n",
       "104                   NaN                                     NaN       bandt  \n",
       "105                   NaN                                     NaN       bandt  \n",
       "106                   NaN                                     NaN       bandt  \n",
       "107                   NaN                                     NaN       bandt  \n",
       "108                  0.70                                    1.94       bandt  \n",
       "109                 23.00                                     NaN       bandt  \n",
       "110                  3.00                                     NaN       bandt  \n",
       "111                  4.50                                    6.75       bandt  \n",
       "112                  0.00                                     NaN       bandt  \n",
       "113                   NaN                                     NaN       bandt  \n",
       "114                   NaN                                     NaN       bandt  \n",
       "\n",
       "[112 rows x 35 columns]"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# define states with any tolls, interstate or not\n",
    "bandt = get_df(\"bandt\")\n",
    "bandt\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>0</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>California</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Colorado</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Delaware</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Florida</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Illinois</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Indiana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Kansas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Maine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Maryland</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Massachusetts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Minnesota</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>New Hampshire</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>New Jersey</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>New York</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ohio</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Oklahoma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Pennsylvania</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Puerto Rico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>South Carolina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Texas</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Utah</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Virginia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>West Virginia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Alabama</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>Louisiana</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Nevada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>North Carolina</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Vermont</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>Washington</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 0\n",
       "0       California\n",
       "1         Colorado\n",
       "2         Delaware\n",
       "3          Florida\n",
       "4         Illinois\n",
       "5          Indiana\n",
       "6           Kansas\n",
       "7            Maine\n",
       "8         Maryland\n",
       "9    Massachusetts\n",
       "10       Minnesota\n",
       "11   New Hampshire\n",
       "12      New Jersey\n",
       "13        New York\n",
       "14            Ohio\n",
       "15        Oklahoma\n",
       "16    Pennsylvania\n",
       "17     Puerto Rico\n",
       "18  South Carolina\n",
       "19           Texas\n",
       "20            Utah\n",
       "21        Virginia\n",
       "22   West Virginia\n",
       "23         Alabama\n",
       "24       Louisiana\n",
       "25          Nevada\n",
       "26  North Carolina\n",
       "27         Vermont\n",
       "28      Washington"
      ]
     },
     "execution_count": 112,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def all_states():\n",
    "    ret = []\n",
    "    \n",
    "    for df in interstate, non_interstate:\n",
    "        for st in df[\"State\"].unique():\n",
    "            if st not in ret and \"-\" not in st:\n",
    "                ret.append(st)\n",
    "                continue\n",
    "\n",
    "            #print st\n",
    "            st_lst = st.split(\"-\")\n",
    "            for st_list_item in st_lst:\n",
    "                if st_list_item.strip() not in ret:\n",
    "                    ret.append(st_list_item.strip())\n",
    "        #print st_lst\n",
    "    return ret\n",
    "\n",
    "pd.DataFrame(all_states())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "California\n",
      "Colorado\n",
      "Delaware\n",
      "Florida\n",
      "Illinois\n",
      "Maine\n",
      "Maryland\n",
      "New Hampshire\n",
      "New Jersey\n",
      "New York\n",
      "Oklahoma\n",
      "Pennsylvania\n",
      "Puerto Rico\n",
      "South Carolina\n",
      "Texas\n",
      "Utah\n",
      "Virginia\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "29"
      ]
     },
     "execution_count": 111,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(all_states())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# 29 states have non-interstate and interstate highway tolls\n",
    "# 38 states and non-states have tolls including bridges and tunnels\n",
    "# if you count both sides of dashed locations such as \"Illinois - Indiana\" as individual states\n",
    "# but we have to remove non-states:\n",
    "\n",
    "# Ontario\n",
    "# Mexico\n",
    "# Puerto Rico\n",
    "\n",
    "# So that's 35"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>Interstate Route</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "<p>0 rows × 31 columns</p>\n",
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      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [State, Name of Facility, HPMS Toll ID, Financing or Operating Authority, From, To, Length 1/ Miles, Kilometers, Rural/Urban, Interstate Route, Toll Collection One-Way (N,S,E,W), Both Ways, Electronic Toll Collection System? 2/ No, Yes/Kind, Non-Toll Miles, Remarks, Federal Authority Source, Fee Type, Maximum Passenger Vehicle Fee, Minimum Passenger Vehicle Fee, Average Passenger Vehicle Cost per Vehicle-Mile, Maximum Truck Fee, Minimum Truck Fee, Average Truck Cost per Vehicle-Mile, num_Maximum Passenger Vehicle Fee, num_Minimum Passenger Vehicle Fee, num_Average Passenger Vehicle Cost per Vehicle-Mile, num_Maximum Truck Fee, num_Minimum Truck Fee, num_Average Truck Cost per Vehicle-Mile, spreadsheet]\n",
       "Index: []\n",
       "\n",
       "[0 rows x 31 columns]"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interstate[interstate[\"State\"].str.contains(\"-\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Functional  Classification 2/</th>\n",
       "      <th>Rural/Urban</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
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       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
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       "<p>0 rows × 32 columns</p>\n",
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      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [State, Name of Facility, HPMS Toll ID, Financing or Operating Authority, From, To, Length 1/ Miles, Kilometers, Functional  Classification 2/, Rural/Urban, NHS 3/, Toll Collection One-Way (N,S,E,W), Both Ways, Electronic Toll Collection System? 4/ No, Yes/Kind, Non-Toll Miles, Remarks, Federal Authority Source, Fee Type, Maximum Passenger Vehicle Fee, Minimum Passenger Vehicle Fee, Average Passenger Vehicle Cost per Vehicle-Mile, Maximum Truck Fee, Minimum Truck Fee, Average Truck Cost per Vehicle-Mile, num_Maximum Passenger Vehicle Fee, num_Minimum Passenger Vehicle Fee, num_Average Passenger Vehicle Cost per Vehicle-Mile, num_Maximum Truck Fee, num_Minimum Truck Fee, num_Average Truck Cost per Vehicle-Mile, spreadsheet]\n",
       "Index: []\n",
       "\n",
       "[0 rows x 32 columns]"
      ]
     },
     "execution_count": 93,
     "metadata": {},
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    }
   ],
   "source": [
    "non_interstate[non_interstate[\"State\"].str.contains(\"-\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>State</th>\n",
       "      <th>Name of Facility</th>\n",
       "      <th>HPMS Toll ID</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>Body of Water Crossing</th>\n",
       "      <th>To</th>\n",
       "      <th>Length 1/ Miles</th>\n",
       "      <th>Kilometers</th>\n",
       "      <th>Functional Class 2/</th>\n",
       "      <th>...</th>\n",
       "      <th>Maximum Truck Fee</th>\n",
       "      <th>Minimum Truck Fee</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Illinois - Indiana</td>\n",
       "      <td>St. Fancisville Bridge - Old Wabash Cannonball...</td>\n",
       "      <td>304</td>\n",
       "      <td>City of St. Francisville, IL</td>\n",
       "      <td>St. Francisville, IL</td>\n",
       "      <td>Wabash River</td>\n",
       "      <td>Vincennes, IN</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.40</td>\n",
       "      <td>Local</td>\n",
       "      <td>...</td>\n",
       "      <td>$3.50</td>\n",
       "      <td>$2.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>2.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Illinois - Iowa</td>\n",
       "      <td>Fort Madison</td>\n",
       "      <td>71</td>\n",
       "      <td>A.T. &amp; SF. Rdway Co; Topeka, KS</td>\n",
       "      <td>Niota, IL</td>\n",
       "      <td>Mississippi River</td>\n",
       "      <td>Ft. Madison, IA</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.97</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>Michigan - Ontario, Canada</td>\n",
       "      <td>Ambassador</td>\n",
       "      <td>109</td>\n",
       "      <td>Detroit Internatl Brdg Auth</td>\n",
       "      <td>Detroit, MI  (0.9 Mi)</td>\n",
       "      <td>Detroit River</td>\n",
       "      <td>Windsor, ON  (0.8 Mi)</td>\n",
       "      <td>1.70</td>\n",
       "      <td>2.74</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.00</td>\n",
       "      <td>4.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>Michigan - Ontario, Canada</td>\n",
       "      <td>Detroit-Windsor</td>\n",
       "      <td>110</td>\n",
       "      <td>Detroit &amp; Canada Tunnel Corp; Detroit, MI</td>\n",
       "      <td>Detroit, MI  (0.5 Mi)</td>\n",
       "      <td>Detroit River</td>\n",
       "      <td>Windsor, ON  (0.47 Mi)</td>\n",
       "      <td>0.97</td>\n",
       "      <td>1.56</td>\n",
       "      <td>Local</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>$4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>3.85</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>Minnesota - Ontario, Canada</td>\n",
       "      <td>International Falls</td>\n",
       "      <td>112</td>\n",
       "      <td>MN, Dakota &amp; Western Rdway Co &amp; Internatl Brdg...</td>\n",
       "      <td>International Falls, MN (0.1 Mi)</td>\n",
       "      <td>Rainy River &amp; Canal</td>\n",
       "      <td>Ft. Frances, ON (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>Nebraska - Iowa</td>\n",
       "      <td>Bellevue</td>\n",
       "      <td>80</td>\n",
       "      <td>City of Bellevue, NE Brdg Com</td>\n",
       "      <td>SR  370,  IA   (0.18  Mi)</td>\n",
       "      <td>Missouri River</td>\n",
       "      <td>Bellevue, NE (0.18 Mi)</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.29</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>$71.65</td>\n",
       "      <td>1.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>4.02</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>71.65</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Nebraska - Iowa</td>\n",
       "      <td>Plattsmouth</td>\n",
       "      <td>82</td>\n",
       "      <td>Plattsmouth, NE Brdg</td>\n",
       "      <td>Mills Cnty, IA (0.13 Mi)</td>\n",
       "      <td>Missouri River</td>\n",
       "      <td>Plattsmouth, NE (0.13 Mi)</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.42</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$275.00</td>\n",
       "      <td>$2.25</td>\n",
       "      <td>$37.12</td>\n",
       "      <td>2.25</td>\n",
       "      <td>1.25</td>\n",
       "      <td>4.94</td>\n",
       "      <td>275.00</td>\n",
       "      <td>2.25</td>\n",
       "      <td>37.12</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>New Jersey - New York</td>\n",
       "      <td>Bayonne</td>\n",
       "      <td>125</td>\n",
       "      <td>Port Auth of NY &amp; NJ</td>\n",
       "      <td>Bayonne, NJ (0.85 Mi)</td>\n",
       "      <td>Kill Van Kull</td>\n",
       "      <td>Port Richmond, S.I., NY (0.7 Mi)</td>\n",
       "      <td>1.55</td>\n",
       "      <td>2.49</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$17.00</td>\n",
       "      <td>$11.50</td>\n",
       "      <td>$33.09</td>\n",
       "      <td>13.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>5.05</td>\n",
       "      <td>17.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>33.09</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>New Jersey - New York</td>\n",
       "      <td>Outerbridge Crossing</td>\n",
       "      <td>126</td>\n",
       "      <td>Port Auth of NY &amp; NJ</td>\n",
       "      <td>Perth Amboy, NJ (1.17 Mi)</td>\n",
       "      <td>Arthur Kill</td>\n",
       "      <td>Tottenville, S.I., NY (0.6 Mi)</td>\n",
       "      <td>1.77</td>\n",
       "      <td>2.85</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$17.00</td>\n",
       "      <td>$11.50</td>\n",
       "      <td>28,79</td>\n",
       "      <td>13.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>4.64</td>\n",
       "      <td>17.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>New Jersey - New York</td>\n",
       "      <td>Lincoln (3 Tubes)</td>\n",
       "      <td>127</td>\n",
       "      <td>Port Auth of NY &amp; NJ</td>\n",
       "      <td>Weehawken, NJ (1.58 Mi)</td>\n",
       "      <td>Hudson River</td>\n",
       "      <td>New York, NY (1.1 Mi)</td>\n",
       "      <td>2.68</td>\n",
       "      <td>4.31</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$17.00</td>\n",
       "      <td>$11.50</td>\n",
       "      <td>$13.32</td>\n",
       "      <td>13.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.94</td>\n",
       "      <td>17.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>13.32</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Dingman's Ferry</td>\n",
       "      <td>133</td>\n",
       "      <td>Dingman's Choice &amp; DE Brdg Co</td>\n",
       "      <td>Sandyston Twnshp, NJ  (0.1 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Dingman's Ferry, PA  (0.3 Mi)</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.16</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>7.38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Tacony-Palmyra</td>\n",
       "      <td>134</td>\n",
       "      <td>Burlington Cnty Brdg Com</td>\n",
       "      <td>Palmyra, NJ (0.54 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Philadelphia, PA (0.4 Mi)</td>\n",
       "      <td>0.94</td>\n",
       "      <td>1.51</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.50</td>\n",
       "      <td>9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Burlington-Bristol</td>\n",
       "      <td>135</td>\n",
       "      <td>Burlington Cnty Brdg Com</td>\n",
       "      <td>Burlington, NJ (0.39 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Bristol, PA (0.3 Mi)</td>\n",
       "      <td>0.69</td>\n",
       "      <td>1.11</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.50</td>\n",
       "      <td>9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Trenton-Morrisville</td>\n",
       "      <td>136</td>\n",
       "      <td>DE River Joint Toll Brdg Com</td>\n",
       "      <td>Trenton, NJ (0.5 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Morrisville, PA (0.3 Mi)</td>\n",
       "      <td>1.10</td>\n",
       "      <td>1.77</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.00</td>\n",
       "      <td>$5.85</td>\n",
       "      <td>$11.76</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.88</td>\n",
       "      <td>28.00</td>\n",
       "      <td>5.85</td>\n",
       "      <td>11.76</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Easton-Phillipsburg</td>\n",
       "      <td>137</td>\n",
       "      <td>DE River Joint Toll Brdg Com</td>\n",
       "      <td>Phillipsburg, NJ (0.3 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Easton, PA (0.2 Mi)</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.80</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.00</td>\n",
       "      <td>$5.85</td>\n",
       "      <td>$25.76</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.60</td>\n",
       "      <td>1.93</td>\n",
       "      <td>28.00</td>\n",
       "      <td>5.85</td>\n",
       "      <td>25.76</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Portland-Columbia</td>\n",
       "      <td>138</td>\n",
       "      <td>DE River Joint Toll Brdg Com</td>\n",
       "      <td>Columbia, Knowlton Township, NJ (1.9 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Portland, PA (0.4 Mi)</td>\n",
       "      <td>2.60</td>\n",
       "      <td>4.18</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.00</td>\n",
       "      <td>$5.85</td>\n",
       "      <td>$5.24</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.37</td>\n",
       "      <td>28.00</td>\n",
       "      <td>5.85</td>\n",
       "      <td>5.24</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Milford-Montague</td>\n",
       "      <td>139</td>\n",
       "      <td>DE River Joint Toll Brdg Com</td>\n",
       "      <td>Montague, NJ (0.3 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Milford, PA (0.6 Mi)</td>\n",
       "      <td>1.20</td>\n",
       "      <td>1.93</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.00</td>\n",
       "      <td>$5.85</td>\n",
       "      <td>$8.39</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.80</td>\n",
       "      <td>28.00</td>\n",
       "      <td>5.85</td>\n",
       "      <td>8.39</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>New Hope-Lambertville</td>\n",
       "      <td>140</td>\n",
       "      <td>DE River Joint Toll Brdg Com</td>\n",
       "      <td>Delaware Towhship, NJ (0.2 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Solebury Township, PA (0.9 Mi)</td>\n",
       "      <td>1.40</td>\n",
       "      <td>2.25</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$28.00</td>\n",
       "      <td>$5.85</td>\n",
       "      <td>$8.29</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.60</td>\n",
       "      <td>0.69</td>\n",
       "      <td>28.00</td>\n",
       "      <td>5.85</td>\n",
       "      <td>8.29</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Betsy Ross</td>\n",
       "      <td>141</td>\n",
       "      <td>DE River Port Aut</td>\n",
       "      <td>Pennsauken, NJ (2.0 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Philadelphia, PA (1.1 Mi)</td>\n",
       "      <td>3.10</td>\n",
       "      <td>4.99</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$8.39</td>\n",
       "      <td>5.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>1.83</td>\n",
       "      <td>7.50</td>\n",
       "      <td>7.50</td>\n",
       "      <td>8.39</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>New Jersey - Pennsylvania</td>\n",
       "      <td>Commodore John Barry</td>\n",
       "      <td>142</td>\n",
       "      <td>DE River Port Aut</td>\n",
       "      <td>Bridgeport, NJ (2.22 Mi)</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>Chester, PA (1.4 Mi)</td>\n",
       "      <td>3.62</td>\n",
       "      <td>5.83</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>$7.78</td>\n",
       "      <td>5.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>1.37</td>\n",
       "      <td>7.50</td>\n",
       "      <td>7.50</td>\n",
       "      <td>7.78</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>New York - Ontario, Canada</td>\n",
       "      <td>Peace</td>\n",
       "      <td>178</td>\n",
       "      <td>Buffalo-Fort Erie Public Bridge Auth</td>\n",
       "      <td>Buffalo, NY (0.3 Mi)</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>Fort Erie, ON (0.4 Mi)</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.13</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$53.00</td>\n",
       "      <td>$5.40</td>\n",
       "      <td>$35.85</td>\n",
       "      <td>6.00</td>\n",
       "      <td>2.70</td>\n",
       "      <td>4.11</td>\n",
       "      <td>53.00</td>\n",
       "      <td>5.40</td>\n",
       "      <td>35.85</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>New York - Ontario, Canada</td>\n",
       "      <td>Ogdensburg-Prescott</td>\n",
       "      <td>179</td>\n",
       "      <td>Ogdensburg Bridge Auth</td>\n",
       "      <td>Ogdensburg, NY (1.3 Mi)</td>\n",
       "      <td>St. Lawrence River</td>\n",
       "      <td>Prescott, ON (0.9 Mi)</td>\n",
       "      <td>2.20</td>\n",
       "      <td>3.54</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$16.00</td>\n",
       "      <td>$5.00</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>2.75</td>\n",
       "      <td>2.75</td>\n",
       "      <td>1.21</td>\n",
       "      <td>16.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>New York - Ontario, Canada</td>\n",
       "      <td>Rainbow</td>\n",
       "      <td>180</td>\n",
       "      <td>Niagara Falls Bridge Com</td>\n",
       "      <td>Niagara Falls, NY (0.3 Mi)</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>Niagara Falls, ON (0.2 Mi)</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.80</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>6.44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>New York - Ontario, Canada</td>\n",
       "      <td>Whirlpool Rapids</td>\n",
       "      <td>181</td>\n",
       "      <td>Niagara Falls Bridge Com</td>\n",
       "      <td>Niagara Falls, NY (0.1 Mi)</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>Niagara Falls, ON (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>13.75</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>New York - Ontario, Canada</td>\n",
       "      <td>Seaway International (Cornwall-Massena)</td>\n",
       "      <td>182</td>\n",
       "      <td>St. Lawrence Seaway Development Corporation</td>\n",
       "      <td>Rooseveltown, NY (0.5 Mi)</td>\n",
       "      <td>St. Lawrence River</td>\n",
       "      <td>Cornwell, ON (.5)</td>\n",
       "      <td>2.20</td>\n",
       "      <td>3.50</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$23.40</td>\n",
       "      <td>$7.88</td>\n",
       "      <td>$7.16</td>\n",
       "      <td>2.73</td>\n",
       "      <td>2.73</td>\n",
       "      <td>1.14</td>\n",
       "      <td>23.40</td>\n",
       "      <td>7.88</td>\n",
       "      <td>7.16</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Oregon - Washington</td>\n",
       "      <td>Bridge of the Gods</td>\n",
       "      <td>207</td>\n",
       "      <td>Port Cascade Locks</td>\n",
       "      <td>Cascade Locks, OR</td>\n",
       "      <td>Columbia River</td>\n",
       "      <td>Stevenson, WA</td>\n",
       "      <td>0.64</td>\n",
       "      <td>1.03</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$13.50</td>\n",
       "      <td>$2.00</td>\n",
       "      <td>incl. in passenger</td>\n",
       "      <td>2.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.65</td>\n",
       "      <td>13.50</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Oregon - Washington</td>\n",
       "      <td>Hood River</td>\n",
       "      <td>284</td>\n",
       "      <td>Port of Hood River</td>\n",
       "      <td>Hood River, OR</td>\n",
       "      <td>Columbia River</td>\n",
       "      <td>White Salmon, WA</td>\n",
       "      <td>0.98</td>\n",
       "      <td>1.58</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>$11.00</td>\n",
       "      <td>$2.00</td>\n",
       "      <td>incl. in passenger</td>\n",
       "      <td>3.00</td>\n",
       "      <td>0.80</td>\n",
       "      <td>0.82</td>\n",
       "      <td>11.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Gateway International</td>\n",
       "      <td>226</td>\n",
       "      <td>Cameron County</td>\n",
       "      <td>Brownsville, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>B &amp; M</td>\n",
       "      <td>227</td>\n",
       "      <td>Brownsville &amp; Matamoros Bridge Co</td>\n",
       "      <td>Brownsville, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Free Trade</td>\n",
       "      <td>228</td>\n",
       "      <td>Cameron County</td>\n",
       "      <td>Los Indios, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Lucia Blanco, Tamaulipas (0.15 Mi)</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.40</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Veterans International</td>\n",
       "      <td>229</td>\n",
       "      <td>City of Brownsville &amp; Cameron County</td>\n",
       "      <td>Brownsville, TX (0.25 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Matamoros, Tamaulipas (0.5 Mi)</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.21</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Weslaco-Progreso International</td>\n",
       "      <td>230</td>\n",
       "      <td>B &amp; P Bridge Co</td>\n",
       "      <td>Progreso, TX (0.02 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Progreso, Mexico (0.1 Mi)</td>\n",
       "      <td>0.12</td>\n",
       "      <td>0.19</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Pharr-Reynosa</td>\n",
       "      <td>231</td>\n",
       "      <td>City of Pharr</td>\n",
       "      <td>Pharr, TX (1.5 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (1.75 Mi)</td>\n",
       "      <td>3.25</td>\n",
       "      <td>5.23</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$25.25</td>\n",
       "      <td>$11.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>25.25</td>\n",
       "      <td>11.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>McAllen-Hidalgo-Reynosa</td>\n",
       "      <td>232</td>\n",
       "      <td>City of McAllen</td>\n",
       "      <td>Hidalgo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Rio Grande City-Camargo</td>\n",
       "      <td>233</td>\n",
       "      <td>Starr &amp; Camargo Bridge Co</td>\n",
       "      <td>Rio Grande City, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Camargo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Roma-Ciudad Miguel Aleman</td>\n",
       "      <td>234</td>\n",
       "      <td>Starr County</td>\n",
       "      <td>Roma, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Miguel Aleman (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Minor Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>$14.00</td>\n",
       "      <td>$6.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>14.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Juarez-Lincoln</td>\n",
       "      <td>235</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Gateway to the Americas</td>\n",
       "      <td>236</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>World Trade</td>\n",
       "      <td>237</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.31</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>22.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Laredo-Columbia Solidarity</td>\n",
       "      <td>238</td>\n",
       "      <td>City of Laredo</td>\n",
       "      <td>Laredo, TX (0.09 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Colombia, Nuevo Leon (0.09 Mi)</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.29</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$25.50</td>\n",
       "      <td>$8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>25.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Eagle Pass # 1</td>\n",
       "      <td>239</td>\n",
       "      <td>City of Eagle Pass</td>\n",
       "      <td>Eagle Pass, TX (0.3 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Pedras Negras, Coahuila (0.1 Mi)</td>\n",
       "      <td>0.40</td>\n",
       "      <td>0.64</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Camino Real International</td>\n",
       "      <td>240</td>\n",
       "      <td>City of Eagle Pass</td>\n",
       "      <td>Eagle Pass, TX (0.07 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Pedras Negras, Coahuila (0.19 Mi)</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.42</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$22.50</td>\n",
       "      <td>$7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>22.50</td>\n",
       "      <td>7.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Del Rio-Ciudad Acuna International</td>\n",
       "      <td>241</td>\n",
       "      <td>City of Del Rio</td>\n",
       "      <td>Del Rio, TX (0.6 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Acuna, Coahuila (0.3 Mi)</td>\n",
       "      <td>0.90</td>\n",
       "      <td>1.45</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$30.00</td>\n",
       "      <td>$10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>30.00</td>\n",
       "      <td>10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Presidio</td>\n",
       "      <td>242</td>\n",
       "      <td>State of Texas</td>\n",
       "      <td>Presidio, TX  (0.12 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ojinaga, Chihuahua  (0.03 Mi)</td>\n",
       "      <td>0.15</td>\n",
       "      <td>0.24</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Ysleta-Zaragosa</td>\n",
       "      <td>243</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.2 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Zaragosa, Chihuahua (0.1)</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.48</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>$24.00</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>24.00</td>\n",
       "      <td>8.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Good Neighbor (Stanton St.)</td>\n",
       "      <td>244</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.1 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Juarez, Chihuahua (0.1 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Paso Del Norte (Santa Fe St)</td>\n",
       "      <td>245</td>\n",
       "      <td>City of El Paso</td>\n",
       "      <td>El Paso, TX (0.3 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Ciudad Juarez, Chihuahua (0.2 Mi)</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.80</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Anzalduas International</td>\n",
       "      <td>319</td>\n",
       "      <td>City of McAllen</td>\n",
       "      <td>Mission, TX (1.8Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Reynosa, Tamaulipas (1.6 Mi)</td>\n",
       "      <td>3.40</td>\n",
       "      <td>5.44</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>Texas - Mexico</td>\n",
       "      <td>Donna International</td>\n",
       "      <td>306</td>\n",
       "      <td>City of Donna</td>\n",
       "      <td>Donna, TX (0.08 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Rio Bravo, Tamaulipas (0.12 Mi)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.32</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>Texas-Mexico</td>\n",
       "      <td>Tornillo-Guadalupe</td>\n",
       "      <td>320</td>\n",
       "      <td>El Paso County</td>\n",
       "      <td>Tornillo, TX (0.12 Mi)</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>Guadalupe, Chihuahua</td>\n",
       "      <td>0.24</td>\n",
       "      <td>0.38</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>West Virginia - Ohio</td>\n",
       "      <td>Parkersburg Memorial</td>\n",
       "      <td>287</td>\n",
       "      <td>City of Parkersburg, WV</td>\n",
       "      <td>Parkersburg, WV (0.2 Mi)</td>\n",
       "      <td>Ohio River</td>\n",
       "      <td>Belpre, OH (0.1 Mi)</td>\n",
       "      <td>0.80</td>\n",
       "      <td>1.29</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>West Virginia - Ohio</td>\n",
       "      <td>Newell-East Liverpool</td>\n",
       "      <td>195</td>\n",
       "      <td>Newell Brdg &amp; Rdwy Co, Newell, WV</td>\n",
       "      <td>Newell, WV  (0.2 Mi)</td>\n",
       "      <td>Ohio River</td>\n",
       "      <td>East Liverpool, OH  (0.1 Mi)</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.48</td>\n",
       "      <td>Major Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>52 rows × 35 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                           State  \\\n",
       "25            Illinois - Indiana   \n",
       "26               Illinois - Iowa   \n",
       "37    Michigan - Ontario, Canada   \n",
       "38    Michigan - Ontario, Canada   \n",
       "39   Minnesota - Ontario, Canada   \n",
       "41               Nebraska - Iowa   \n",
       "42               Nebraska - Iowa   \n",
       "49         New Jersey - New York   \n",
       "50         New Jersey - New York   \n",
       "51         New Jersey - New York   \n",
       "52     New Jersey - Pennsylvania   \n",
       "53     New Jersey - Pennsylvania   \n",
       "54     New Jersey - Pennsylvania   \n",
       "55     New Jersey - Pennsylvania   \n",
       "56     New Jersey - Pennsylvania   \n",
       "57     New Jersey - Pennsylvania   \n",
       "58     New Jersey - Pennsylvania   \n",
       "59     New Jersey - Pennsylvania   \n",
       "60     New Jersey - Pennsylvania   \n",
       "61     New Jersey - Pennsylvania   \n",
       "71    New York - Ontario, Canada   \n",
       "72    New York - Ontario, Canada   \n",
       "73    New York - Ontario, Canada   \n",
       "74    New York - Ontario, Canada   \n",
       "75    New York - Ontario, Canada   \n",
       "76           Oregon - Washington   \n",
       "77           Oregon - Washington   \n",
       "85                Texas - Mexico   \n",
       "86                Texas - Mexico   \n",
       "87                Texas - Mexico   \n",
       "88                Texas - Mexico   \n",
       "89                Texas - Mexico   \n",
       "90                Texas - Mexico   \n",
       "91                Texas - Mexico   \n",
       "92                Texas - Mexico   \n",
       "93                Texas - Mexico   \n",
       "94                Texas - Mexico   \n",
       "95                Texas - Mexico   \n",
       "96                Texas - Mexico   \n",
       "97                Texas - Mexico   \n",
       "98                Texas - Mexico   \n",
       "99                Texas - Mexico   \n",
       "100               Texas - Mexico   \n",
       "101               Texas - Mexico   \n",
       "102               Texas - Mexico   \n",
       "103               Texas - Mexico   \n",
       "104               Texas - Mexico   \n",
       "105               Texas - Mexico   \n",
       "106               Texas - Mexico   \n",
       "107                 Texas-Mexico   \n",
       "113         West Virginia - Ohio   \n",
       "114         West Virginia - Ohio   \n",
       "\n",
       "                                      Name of Facility HPMS Toll ID  \\\n",
       "25   St. Fancisville Bridge - Old Wabash Cannonball...          304   \n",
       "26                                        Fort Madison           71   \n",
       "37                                          Ambassador          109   \n",
       "38                                     Detroit-Windsor          110   \n",
       "39                                 International Falls          112   \n",
       "41                                            Bellevue           80   \n",
       "42                                         Plattsmouth           82   \n",
       "49                                             Bayonne          125   \n",
       "50                                Outerbridge Crossing          126   \n",
       "51                                   Lincoln (3 Tubes)          127   \n",
       "52                                     Dingman's Ferry          133   \n",
       "53                                      Tacony-Palmyra          134   \n",
       "54                                  Burlington-Bristol          135   \n",
       "55                                 Trenton-Morrisville          136   \n",
       "56                                 Easton-Phillipsburg          137   \n",
       "57                                   Portland-Columbia          138   \n",
       "58                                    Milford-Montague          139   \n",
       "59                               New Hope-Lambertville          140   \n",
       "60                                          Betsy Ross          141   \n",
       "61                                Commodore John Barry          142   \n",
       "71                                               Peace          178   \n",
       "72                                 Ogdensburg-Prescott          179   \n",
       "73                                             Rainbow          180   \n",
       "74                                    Whirlpool Rapids          181   \n",
       "75             Seaway International (Cornwall-Massena)          182   \n",
       "76                                  Bridge of the Gods          207   \n",
       "77                                          Hood River          284   \n",
       "85                               Gateway International          226   \n",
       "86                                               B & M          227   \n",
       "87                                          Free Trade          228   \n",
       "88                              Veterans International          229   \n",
       "89                      Weslaco-Progreso International          230   \n",
       "90                                       Pharr-Reynosa          231   \n",
       "91                             McAllen-Hidalgo-Reynosa          232   \n",
       "92                             Rio Grande City-Camargo          233   \n",
       "93                           Roma-Ciudad Miguel Aleman          234   \n",
       "94                                      Juarez-Lincoln          235   \n",
       "95                             Gateway to the Americas          236   \n",
       "96                                         World Trade          237   \n",
       "97                          Laredo-Columbia Solidarity          238   \n",
       "98                                      Eagle Pass # 1          239   \n",
       "99                           Camino Real International          240   \n",
       "100                 Del Rio-Ciudad Acuna International          241   \n",
       "101                                           Presidio          242   \n",
       "102                                    Ysleta-Zaragosa          243   \n",
       "103                        Good Neighbor (Stanton St.)          244   \n",
       "104                       Paso Del Norte (Santa Fe St)          245   \n",
       "105                            Anzalduas International          319   \n",
       "106                                Donna International          306   \n",
       "107                                 Tornillo-Guadalupe          320   \n",
       "113                               Parkersburg Memorial          287   \n",
       "114                              Newell-East Liverpool          195   \n",
       "\n",
       "                      Financing or Operating Authority  \\\n",
       "25                        City of St. Francisville, IL   \n",
       "26                     A.T. & SF. Rdway Co; Topeka, KS   \n",
       "37                         Detroit Internatl Brdg Auth   \n",
       "38           Detroit & Canada Tunnel Corp; Detroit, MI   \n",
       "39   MN, Dakota & Western Rdway Co & Internatl Brdg...   \n",
       "41                       City of Bellevue, NE Brdg Com   \n",
       "42                                Plattsmouth, NE Brdg   \n",
       "49                                Port Auth of NY & NJ   \n",
       "50                                Port Auth of NY & NJ   \n",
       "51                                Port Auth of NY & NJ   \n",
       "52                       Dingman's Choice & DE Brdg Co   \n",
       "53                            Burlington Cnty Brdg Com   \n",
       "54                            Burlington Cnty Brdg Com   \n",
       "55                        DE River Joint Toll Brdg Com   \n",
       "56                        DE River Joint Toll Brdg Com   \n",
       "57                        DE River Joint Toll Brdg Com   \n",
       "58                        DE River Joint Toll Brdg Com   \n",
       "59                        DE River Joint Toll Brdg Com   \n",
       "60                                   DE River Port Aut   \n",
       "61                                   DE River Port Aut   \n",
       "71                Buffalo-Fort Erie Public Bridge Auth   \n",
       "72                              Ogdensburg Bridge Auth   \n",
       "73                            Niagara Falls Bridge Com   \n",
       "74                            Niagara Falls Bridge Com   \n",
       "75         St. Lawrence Seaway Development Corporation   \n",
       "76                                  Port Cascade Locks   \n",
       "77                                  Port of Hood River   \n",
       "85                                      Cameron County   \n",
       "86                   Brownsville & Matamoros Bridge Co   \n",
       "87                                      Cameron County   \n",
       "88                City of Brownsville & Cameron County   \n",
       "89                                     B & P Bridge Co   \n",
       "90                                       City of Pharr   \n",
       "91                                     City of McAllen   \n",
       "92                           Starr & Camargo Bridge Co   \n",
       "93                                        Starr County   \n",
       "94                                      City of Laredo   \n",
       "95                                      City of Laredo   \n",
       "96                                      City of Laredo   \n",
       "97                                      City of Laredo   \n",
       "98                                  City of Eagle Pass   \n",
       "99                                  City of Eagle Pass   \n",
       "100                                    City of Del Rio   \n",
       "101                                     State of Texas   \n",
       "102                                    City of El Paso   \n",
       "103                                    City of El Paso   \n",
       "104                                    City of El Paso   \n",
       "105                                    City of McAllen   \n",
       "106                                      City of Donna   \n",
       "107                                     El Paso County   \n",
       "113                            City of Parkersburg, WV   \n",
       "114                  Newell Brdg & Rdwy Co, Newell, WV   \n",
       "\n",
       "                                         From Body of Water Crossing  \\\n",
       "25                       St. Francisville, IL           Wabash River   \n",
       "26                                  Niota, IL      Mississippi River   \n",
       "37                      Detroit, MI  (0.9 Mi)          Detroit River   \n",
       "38                      Detroit, MI  (0.5 Mi)          Detroit River   \n",
       "39           International Falls, MN (0.1 Mi)    Rainy River & Canal   \n",
       "41                  SR  370,  IA   (0.18  Mi)         Missouri River   \n",
       "42                   Mills Cnty, IA (0.13 Mi)         Missouri River   \n",
       "49                      Bayonne, NJ (0.85 Mi)          Kill Van Kull   \n",
       "50                  Perth Amboy, NJ (1.17 Mi)            Arthur Kill   \n",
       "51                    Weehawken, NJ (1.58 Mi)           Hudson River   \n",
       "52             Sandyston Twnshp, NJ  (0.1 Mi)         Delaware River   \n",
       "53                      Palmyra, NJ (0.54 Mi)         Delaware River   \n",
       "54                   Burlington, NJ (0.39 Mi)         Delaware River   \n",
       "55                       Trenton, NJ (0.5 Mi)         Delaware River   \n",
       "56                  Phillipsburg, NJ (0.3 Mi)         Delaware River   \n",
       "57   Columbia, Knowlton Township, NJ (1.9 Mi)         Delaware River   \n",
       "58                      Montague, NJ (0.3 Mi)         Delaware River   \n",
       "59             Delaware Towhship, NJ (0.2 Mi)         Delaware River   \n",
       "60                    Pennsauken, NJ (2.0 Mi)         Delaware River   \n",
       "61                   Bridgeport, NJ (2.22 Mi)         Delaware River   \n",
       "71                       Buffalo, NY (0.3 Mi)          Niagara River   \n",
       "72                    Ogdensburg, NY (1.3 Mi)     St. Lawrence River   \n",
       "73                 Niagara Falls, NY (0.3 Mi)          Niagara River   \n",
       "74                 Niagara Falls, NY (0.1 Mi)          Niagara River   \n",
       "75                  Rooseveltown, NY (0.5 Mi)     St. Lawrence River   \n",
       "76                          Cascade Locks, OR         Columbia River   \n",
       "77                             Hood River, OR         Columbia River   \n",
       "85                   Brownsville, TX (0.1 Mi)       Rio Grande River   \n",
       "86                   Brownsville, TX (0.1 Mi)       Rio Grande River   \n",
       "87                    Los Indios, TX (0.1 Mi)       Rio Grande River   \n",
       "88                  Brownsville, TX (0.25 Mi)       Rio Grande River   \n",
       "89                     Progreso, TX (0.02 Mi)       Rio Grande River   \n",
       "90                         Pharr, TX (1.5 Mi)       Rio Grande River   \n",
       "91                       Hidalgo, TX (0.1 Mi)       Rio Grande River   \n",
       "92               Rio Grande City, TX (0.1 Mi)       Rio Grande River   \n",
       "93                          Roma, TX (0.1 Mi)       Rio Grande River   \n",
       "94                        Laredo, TX (0.1 Mi)       Rio Grande River   \n",
       "95                        Laredo, TX (0.1 Mi)       Rio Grande River   \n",
       "96                                 Laredo, TX       Rio Grande River   \n",
       "97                       Laredo, TX (0.09 Mi)       Rio Grande River   \n",
       "98                    Eagle Pass, TX (0.3 Mi)       Rio Grande River   \n",
       "99                   Eagle Pass, TX (0.07 Mi)       Rio Grande River   \n",
       "100                      Del Rio, TX (0.6 Mi)       Rio Grande River   \n",
       "101                   Presidio, TX  (0.12 Mi)       Rio Grande River   \n",
       "102                      El Paso, TX (0.2 Mi)       Rio Grande River   \n",
       "103                      El Paso, TX (0.1 Mi)       Rio Grande River   \n",
       "104                      El Paso, TX (0.3 Mi)       Rio Grande River   \n",
       "105                       Mission, TX (1.8Mi)       Rio Grande River   \n",
       "106                       Donna, TX (0.08 Mi)       Rio Grande River   \n",
       "107                    Tornillo, TX (0.12 Mi)       Rio Grande River   \n",
       "113                  Parkersburg, WV (0.2 Mi)             Ohio River   \n",
       "114                      Newell, WV  (0.2 Mi)             Ohio River   \n",
       "\n",
       "                                     To  Length 1/ Miles Kilometers  \\\n",
       "25                        Vincennes, IN             0.25       0.40   \n",
       "26                      Ft. Madison, IA             0.60       0.97   \n",
       "37                Windsor, ON  (0.8 Mi)             1.70       2.74   \n",
       "38               Windsor, ON  (0.47 Mi)             0.97       1.56   \n",
       "39             Ft. Frances, ON (0.1 Mi)             0.20       0.32   \n",
       "41               Bellevue, NE (0.18 Mi)             0.18       0.29   \n",
       "42            Plattsmouth, NE (0.13 Mi)             0.26       0.42   \n",
       "49     Port Richmond, S.I., NY (0.7 Mi)             1.55       2.49   \n",
       "50       Tottenville, S.I., NY (0.6 Mi)             1.77       2.85   \n",
       "51                New York, NY (1.1 Mi)             2.68       4.31   \n",
       "52        Dingman's Ferry, PA  (0.3 Mi)             0.10       0.16   \n",
       "53            Philadelphia, PA (0.4 Mi)             0.94       1.51   \n",
       "54                 Bristol, PA (0.3 Mi)             0.69       1.11   \n",
       "55             Morrisville, PA (0.3 Mi)             1.10       1.77   \n",
       "56                  Easton, PA (0.2 Mi)             0.50       0.80   \n",
       "57                Portland, PA (0.4 Mi)             2.60       4.18   \n",
       "58                 Milford, PA (0.6 Mi)             1.20       1.93   \n",
       "59       Solebury Township, PA (0.9 Mi)             1.40       2.25   \n",
       "60            Philadelphia, PA (1.1 Mi)             3.10       4.99   \n",
       "61                 Chester, PA (1.4 Mi)             3.62       5.83   \n",
       "71               Fort Erie, ON (0.4 Mi)             0.70       1.13   \n",
       "72                Prescott, ON (0.9 Mi)             2.20       3.54   \n",
       "73           Niagara Falls, ON (0.2 Mi)             0.50       0.80   \n",
       "74           Niagara Falls, ON (0.1 Mi)             0.20       0.32   \n",
       "75                    Cornwell, ON (.5)             2.20       3.50   \n",
       "76                        Stevenson, WA             0.64       1.03   \n",
       "77                     White Salmon, WA             0.98       1.58   \n",
       "85       Matamoros, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "86       Matamoros, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "87   Lucia Blanco, Tamaulipas (0.15 Mi)             0.25       0.40   \n",
       "88       Matamoros, Tamaulipas (0.5 Mi)             0.75       1.21   \n",
       "89      Nuevo Progreso, Mexico (0.1 Mi)             0.12       0.19   \n",
       "90        Reynosa, Tamaulipas (1.75 Mi)             3.25       5.23   \n",
       "91         Reynosa, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "92         Camargo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "93        Ciudad Miguel Aleman (0.1 Mi)             0.20       0.32   \n",
       "94    Nuevo Laredo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "95    Nuevo Laredo, Tamaulipas (0.1 Mi)             0.20       0.32   \n",
       "96             Nuevo Laredo, Tamaulipas             0.19       0.31   \n",
       "97       Colombia, Nuevo Leon (0.09 Mi)             0.18       0.29   \n",
       "98     Pedras Negras, Coahuila (0.1 Mi)             0.40       0.64   \n",
       "99    Pedras Negras, Coahuila (0.19 Mi)             0.26       0.42   \n",
       "100     Ciudad Acuna, Coahuila (0.3 Mi)             0.90       1.45   \n",
       "101       Ojinaga, Chihuahua  (0.03 Mi)             0.15       0.24   \n",
       "102           Zaragosa, Chihuahua (0.1)             0.30       0.48   \n",
       "103   Ciudad Juarez, Chihuahua (0.1 Mi)             0.20       0.32   \n",
       "104   Ciudad Juarez, Chihuahua (0.2 Mi)             0.50       0.80   \n",
       "105        Reynosa, Tamaulipas (1.6 Mi)             3.40       5.44   \n",
       "106     Rio Bravo, Tamaulipas (0.12 Mi)             0.20       0.32   \n",
       "107               Guadalupe, Chihuahua              0.24       0.38   \n",
       "113                 Belpre, OH (0.1 Mi)             0.80       1.29   \n",
       "114        East Liverpool, OH  (0.1 Mi)             0.30       0.48   \n",
       "\n",
       "                                   Functional Class 2/     ...      \\\n",
       "25                                               Local     ...       \n",
       "26                                      Minor Arterial     ...       \n",
       "37                                     Major Collector     ...       \n",
       "38                                               Local     ...       \n",
       "39                          Principal Arterial - Other     ...       \n",
       "41                          Principal Arterial - Other     ...       \n",
       "42                          Principal Arterial - Other     ...       \n",
       "49                          Principal Arterial - Other     ...       \n",
       "50   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "51   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "52                                     Major Collector     ...       \n",
       "53                          Principal Arterial - Other     ...       \n",
       "54                          Principal Arterial - Other     ...       \n",
       "55   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "56                          Principal Arterial - Other     ...       \n",
       "57                                      Minor Arterial     ...       \n",
       "58                          Principal Arterial - Other     ...       \n",
       "59   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "60   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "61                          Principal Arterial - Other     ...       \n",
       "71                          Principal Arterial - Other     ...       \n",
       "72                          Principal Arterial - Other     ...       \n",
       "73                          Principal Arterial - Other     ...       \n",
       "74                          Principal Arterial - Other     ...       \n",
       "75                          Principal Arterial - Other     ...       \n",
       "76                                      Minor Arterial     ...       \n",
       "77                                      Minor Arterial     ...       \n",
       "85                          Principal Arterial - Other     ...       \n",
       "86                          Principal Arterial - Other     ...       \n",
       "87                          Principal Arterial - Other     ...       \n",
       "88   Principal Arterial - Other Freeways and Expres...     ...       \n",
       "89                          Principal Arterial - Other     ...       \n",
       "90                          Principal Arterial - Other     ...       \n",
       "91                          Principal Arterial - Other     ...       \n",
       "92                                      Minor Arterial     ...       \n",
       "93                                     Minor Collector     ...       \n",
       "94                          Principal Arterial - Other     ...       \n",
       "95                          Principal Arterial - Other     ...       \n",
       "96                          Principal Arterial - Other     ...       \n",
       "97                          Principal Arterial - Other     ...       \n",
       "98                          Principal Arterial - Other     ...       \n",
       "99                          Principal Arterial - Other     ...       \n",
       "100                         Principal Arterial - Other     ...       \n",
       "101                         Principal Arterial - Other     ...       \n",
       "102                         Principal Arterial - Other     ...       \n",
       "103                         Principal Arterial - Other     ...       \n",
       "104                         Principal Arterial - Other     ...       \n",
       "105                         Principal Arterial - Other     ...       \n",
       "106                         Principal Arterial - Other     ...       \n",
       "107                         Principal Arterial - Other     ...       \n",
       "113                         Principal Arterial - Other     ...       \n",
       "114                                    Major Collector     ...       \n",
       "\n",
       "    Maximum Truck Fee Minimum Truck Fee Average Truck Cost per Vehicle-Mile  \\\n",
       "25              $3.50             $2.50                                 NaN   \n",
       "26              $5.00             $3.00                                 NaN   \n",
       "37                NaN             $7.00                                 NaN   \n",
       "38                NaN             $4.50                                 NaN   \n",
       "39                NaN               NaN                                 NaN   \n",
       "41              $5.00             $3.00                              $71.65   \n",
       "42            $275.00             $2.25                              $37.12   \n",
       "49             $17.00            $11.50                              $33.09   \n",
       "50             $17.00            $11.50                               28,79   \n",
       "51             $17.00            $11.50                              $13.32   \n",
       "52                NaN               NaN                                 NaN   \n",
       "53             $22.50             $9.00                                 NaN   \n",
       "54             $22.50             $9.00                                 NaN   \n",
       "55             $28.00             $5.85                              $11.76   \n",
       "56             $28.00             $5.85                              $25.76   \n",
       "57             $28.00             $5.85                               $5.24   \n",
       "58             $28.00             $5.85                               $8.39   \n",
       "59             $28.00             $5.85                               $8.29   \n",
       "60              $7.50             $7.50                               $8.39   \n",
       "61              $7.50             $7.50                               $7.78   \n",
       "71             $53.00             $5.40                              $35.85   \n",
       "72             $16.00             $5.00                               $3.00   \n",
       "73                NaN               NaN                                 NaN   \n",
       "74                NaN               NaN                                 NaN   \n",
       "75             $23.40             $7.88                               $7.16   \n",
       "76             $13.50             $2.00                  incl. in passenger   \n",
       "77             $11.00             $2.00                  incl. in passenger   \n",
       "85                NaN               NaN                                 NaN   \n",
       "86                NaN               NaN                                 NaN   \n",
       "87             $22.50             $8.50                                 NaN   \n",
       "88             $22.50             $8.50                                 NaN   \n",
       "89                NaN               NaN                                 NaN   \n",
       "90             $25.25            $11.25                                 NaN   \n",
       "91                NaN               NaN                                 NaN   \n",
       "92                NaN               NaN                                 NaN   \n",
       "93             $14.00             $6.00                                 NaN   \n",
       "94                NaN               NaN                                 NaN   \n",
       "95                NaN               NaN                                 NaN   \n",
       "96             $22.50             $8.50                                 NaN   \n",
       "97             $25.50             $8.50                                 NaN   \n",
       "98                NaN               NaN                                 NaN   \n",
       "99             $22.50             $7.50                                 NaN   \n",
       "100            $30.00            $10.00                                 NaN   \n",
       "101               NaN               NaN                                 NaN   \n",
       "102            $24.00             $8.00                                 NaN   \n",
       "103               NaN               NaN                                 NaN   \n",
       "104               NaN               NaN                                 NaN   \n",
       "105               NaN               NaN                                 NaN   \n",
       "106               NaN               NaN                                 NaN   \n",
       "107               NaN               NaN                                 NaN   \n",
       "113               NaN               NaN                                 NaN   \n",
       "114               NaN               NaN                                 NaN   \n",
       "\n",
       "    num_Maximum Passenger Vehicle Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "25                               1.00                              1.00   \n",
       "26                               2.00                              2.00   \n",
       "37                               5.00                              4.60   \n",
       "38                               4.50                              3.85   \n",
       "39                                NaN                               NaN   \n",
       "41                               1.50                              1.00   \n",
       "42                               2.25                              1.25   \n",
       "49                              13.00                              5.00   \n",
       "50                              13.00                              5.00   \n",
       "51                              13.00                              5.00   \n",
       "52                               3.00                              0.75   \n",
       "53                               2.00                              2.00   \n",
       "54                               2.00                              2.00   \n",
       "55                               1.00                              0.60   \n",
       "56                               1.00                              0.60   \n",
       "57                               1.00                              0.60   \n",
       "58                               1.00                              0.60   \n",
       "59                               1.00                              0.60   \n",
       "60                               5.00                              5.00   \n",
       "61                               5.00                              5.00   \n",
       "71                               6.00                              2.70   \n",
       "72                               2.75                              2.75   \n",
       "73                               3.50                              3.50   \n",
       "74                               3.25                              3.25   \n",
       "75                               2.73                              2.73   \n",
       "76                               2.00                              1.00   \n",
       "77                               3.00                              0.80   \n",
       "85                               3.25                              3.25   \n",
       "86                               3.00                              3.00   \n",
       "87                               3.25                              3.25   \n",
       "88                               3.25                              3.25   \n",
       "89                               2.00                              2.00   \n",
       "90                               3.25                              3.25   \n",
       "91                               3.25                              3.25   \n",
       "92                               3.00                              3.00   \n",
       "93                               3.50                              3.50   \n",
       "94                               3.50                              3.50   \n",
       "95                               3.50                              3.50   \n",
       "96                                NaN                               NaN   \n",
       "97                               3.50                              3.50   \n",
       "98                               3.00                              3.00   \n",
       "99                               3.00                              3.00   \n",
       "100                              3.50                              3.50   \n",
       "101                               NaN                               NaN   \n",
       "102                              3.00                              3.00   \n",
       "103                              3.00                              3.00   \n",
       "104                               NaN                               NaN   \n",
       "105                              3.25                              3.25   \n",
       "106                              3.50                              3.50   \n",
       "107                               NaN                               NaN   \n",
       "113                               NaN                               NaN   \n",
       "114                               NaN                               NaN   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile num_Maximum Truck Fee  \\\n",
       "25                                                 NaN                   3.50   \n",
       "26                                                 NaN                   5.00   \n",
       "37                                                 NaN                    NaN   \n",
       "38                                                 NaN                    NaN   \n",
       "39                                                 NaN                    NaN   \n",
       "41                                                4.02                   5.00   \n",
       "42                                                4.94                 275.00   \n",
       "49                                                5.05                  17.00   \n",
       "50                                                4.64                  17.00   \n",
       "51                                                3.94                  17.00   \n",
       "52                                                7.38                    NaN   \n",
       "53                                                 NaN                  22.50   \n",
       "54                                                 NaN                  22.50   \n",
       "55                                                0.88                  28.00   \n",
       "56                                                1.93                  28.00   \n",
       "57                                                0.37                  28.00   \n",
       "58                                                0.80                  28.00   \n",
       "59                                                0.69                  28.00   \n",
       "60                                                1.83                   7.50   \n",
       "61                                                1.37                   7.50   \n",
       "71                                                4.11                  53.00   \n",
       "72                                                1.21                  16.00   \n",
       "73                                                6.44                    NaN   \n",
       "74                                               13.75                    NaN   \n",
       "75                                                1.14                  23.40   \n",
       "76                                                1.65                  13.50   \n",
       "77                                                0.82                  11.00   \n",
       "85                                                3.25                    NaN   \n",
       "86                                                3.00                    NaN   \n",
       "87                                                3.25                  22.50   \n",
       "88                                                3.25                  22.50   \n",
       "89                                                2.00                    NaN   \n",
       "90                                                3.25                  25.25   \n",
       "91                                                3.25                    NaN   \n",
       "92                                                3.00                    NaN   \n",
       "93                                                3.50                  14.00   \n",
       "94                                                3.50                    NaN   \n",
       "95                                                3.50                    NaN   \n",
       "96                                                 NaN                  22.50   \n",
       "97                                                3.50                  25.50   \n",
       "98                                                3.00                    NaN   \n",
       "99                                                3.00                  22.50   \n",
       "100                                               3.50                  30.00   \n",
       "101                                                NaN                    NaN   \n",
       "102                                               3.00                  24.00   \n",
       "103                                               3.00                    NaN   \n",
       "104                                                NaN                    NaN   \n",
       "105                                               3.25                    NaN   \n",
       "106                                               3.50                    NaN   \n",
       "107                                                NaN                    NaN   \n",
       "113                                                NaN                    NaN   \n",
       "114                                                NaN                    NaN   \n",
       "\n",
       "    num_Minimum Truck Fee num_Average Truck Cost per Vehicle-Mile spreadsheet  \n",
       "25                   2.50                                     NaN       bandt  \n",
       "26                   3.00                                     NaN       bandt  \n",
       "37                   7.00                                     NaN       bandt  \n",
       "38                   4.50                                     NaN       bandt  \n",
       "39                    NaN                                     NaN       bandt  \n",
       "41                   3.00                                   71.65       bandt  \n",
       "42                   2.25                                   37.12       bandt  \n",
       "49                  11.50                                   33.09       bandt  \n",
       "50                  11.50                                     NaN       bandt  \n",
       "51                  11.50                                   13.32       bandt  \n",
       "52                    NaN                                     NaN       bandt  \n",
       "53                   9.00                                     NaN       bandt  \n",
       "54                   9.00                                     NaN       bandt  \n",
       "55                   5.85                                   11.76       bandt  \n",
       "56                   5.85                                   25.76       bandt  \n",
       "57                   5.85                                    5.24       bandt  \n",
       "58                   5.85                                    8.39       bandt  \n",
       "59                   5.85                                    8.29       bandt  \n",
       "60                   7.50                                    8.39       bandt  \n",
       "61                   7.50                                    7.78       bandt  \n",
       "71                   5.40                                   35.85       bandt  \n",
       "72                   5.00                                    3.00       bandt  \n",
       "73                    NaN                                     NaN       bandt  \n",
       "74                    NaN                                     NaN       bandt  \n",
       "75                   7.88                                    7.16       bandt  \n",
       "76                   2.00                                     NaN       bandt  \n",
       "77                   2.00                                     NaN       bandt  \n",
       "85                    NaN                                     NaN       bandt  \n",
       "86                    NaN                                     NaN       bandt  \n",
       "87                   8.50                                     NaN       bandt  \n",
       "88                   8.50                                     NaN       bandt  \n",
       "89                    NaN                                     NaN       bandt  \n",
       "90                  11.25                                     NaN       bandt  \n",
       "91                    NaN                                     NaN       bandt  \n",
       "92                    NaN                                     NaN       bandt  \n",
       "93                   6.00                                     NaN       bandt  \n",
       "94                    NaN                                     NaN       bandt  \n",
       "95                    NaN                                     NaN       bandt  \n",
       "96                   8.50                                     NaN       bandt  \n",
       "97                   8.50                                     NaN       bandt  \n",
       "98                    NaN                                     NaN       bandt  \n",
       "99                   7.50                                     NaN       bandt  \n",
       "100                 10.00                                     NaN       bandt  \n",
       "101                   NaN                                     NaN       bandt  \n",
       "102                  8.00                                     NaN       bandt  \n",
       "103                   NaN                                     NaN       bandt  \n",
       "104                   NaN                                     NaN       bandt  \n",
       "105                   NaN                                     NaN       bandt  \n",
       "106                   NaN                                     NaN       bandt  \n",
       "107                   NaN                                     NaN       bandt  \n",
       "113                   NaN                                     NaN       bandt  \n",
       "114                   NaN                                     NaN       bandt  \n",
       "\n",
       "[52 rows x 35 columns]"
      ]
     },
     "execution_count": 94,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bandt[bandt[\"State\"].str.contains(\"-\")]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "frames = [bandt,interstate,non_interstate]\n",
    "all_df = pd.concat(frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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       "      <td>Minimum Truck Fee</td>\n",
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       "      <td>spreadsheet</td>\n",
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       "                                                    0\n",
       "0                                               State\n",
       "1                                    Name of Facility\n",
       "2                                        HPMS Toll ID\n",
       "3                    Financing or Operating Authority\n",
       "4                                                From\n",
       "5                              Body of Water Crossing\n",
       "6                                                  To\n",
       "7                                     Length 1/ Miles\n",
       "8                                          Kilometers\n",
       "9                                 Functional Class 2/\n",
       "10                                        Rural/Urban\n",
       "11                                                NHS\n",
       "12                  Toll Collection One-Way (N,S,E,W)\n",
       "13                                          Both Ways\n",
       "14          Electronic Toll Collection System?  3/ No\n",
       "15                                           Yes/Kind\n",
       "16                                      Bridge/Tunnel\n",
       "17                                 Miles Outside U.S.\n",
       "18                                     Non-Toll Miles\n",
       "19                                            Remarks\n",
       "20                           Federal Authority Source\n",
       "21                                           Fee Type\n",
       "22                      Maximum Passenger Vehicle Fee\n",
       "23                      Minimum Passenger Vehicle Fee\n",
       "24    Average Passenger Vehicle Cost per Vehicle-Mile\n",
       "25                                  Maximum Truck Fee\n",
       "26                                  Minimum Truck Fee\n",
       "27                Average Truck Cost per Vehicle-Mile\n",
       "28                  num_Maximum Passenger Vehicle Fee\n",
       "29                  num_Minimum Passenger Vehicle Fee\n",
       "30  num_Average Passenger Vehicle Cost per Vehicle...\n",
       "31                              num_Maximum Truck Fee\n",
       "32                              num_Minimum Truck Fee\n",
       "33            num_Average Truck Cost per Vehicle-Mile\n",
       "34                                        spreadsheet"
      ]
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     "execution_count": 96,
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   "source": [
    "pd.DataFrame(bandt.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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      "text/plain": [
       "                                                    0\n",
       "0                                               State\n",
       "1                                    Name of Facility\n",
       "2                                        HPMS Toll ID\n",
       "3                    Financing or Operating Authority\n",
       "4                                                From\n",
       "5                                                  To\n",
       "6                                     Length 1/ Miles\n",
       "7                                          Kilometers\n",
       "8                                         Rural/Urban\n",
       "9                                    Interstate Route\n",
       "10                  Toll Collection One-Way (N,S,E,W)\n",
       "11                                          Both Ways\n",
       "12           Electronic Toll Collection System? 2/ No\n",
       "13                                           Yes/Kind\n",
       "14                                     Non-Toll Miles\n",
       "15                                            Remarks\n",
       "16                           Federal Authority Source\n",
       "17                                           Fee Type\n",
       "18                      Maximum Passenger Vehicle Fee\n",
       "19                      Minimum Passenger Vehicle Fee\n",
       "20    Average Passenger Vehicle Cost per Vehicle-Mile\n",
       "21                                  Maximum Truck Fee\n",
       "22                                  Minimum Truck Fee\n",
       "23                Average Truck Cost per Vehicle-Mile\n",
       "24                  num_Maximum Passenger Vehicle Fee\n",
       "25                  num_Minimum Passenger Vehicle Fee\n",
       "26  num_Average Passenger Vehicle Cost per Vehicle...\n",
       "27                              num_Maximum Truck Fee\n",
       "28                              num_Minimum Truck Fee\n",
       "29            num_Average Truck Cost per Vehicle-Mile\n",
       "30                                        spreadsheet"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(interstate.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
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       "      <th>31</th>\n",
       "      <td>spreadsheet</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    0\n",
       "0                                               State\n",
       "1                                    Name of Facility\n",
       "2                                        HPMS Toll ID\n",
       "3                    Financing or Operating Authority\n",
       "4                                                From\n",
       "5                                                  To\n",
       "6                                     Length 1/ Miles\n",
       "7                                          Kilometers\n",
       "8                       Functional  Classification 2/\n",
       "9                                         Rural/Urban\n",
       "10                                             NHS 3/\n",
       "11                  Toll Collection One-Way (N,S,E,W)\n",
       "12                                          Both Ways\n",
       "13           Electronic Toll Collection System? 4/ No\n",
       "14                                           Yes/Kind\n",
       "15                                     Non-Toll Miles\n",
       "16                                            Remarks\n",
       "17                           Federal Authority Source\n",
       "18                                           Fee Type\n",
       "19                      Maximum Passenger Vehicle Fee\n",
       "20                      Minimum Passenger Vehicle Fee\n",
       "21    Average Passenger Vehicle Cost per Vehicle-Mile\n",
       "22                                  Maximum Truck Fee\n",
       "23                                  Minimum Truck Fee\n",
       "24                Average Truck Cost per Vehicle-Mile\n",
       "25                  num_Maximum Passenger Vehicle Fee\n",
       "26                  num_Minimum Passenger Vehicle Fee\n",
       "27  num_Average Passenger Vehicle Cost per Vehicle...\n",
       "28                              num_Maximum Truck Fee\n",
       "29                              num_Minimum Truck Fee\n",
       "30            num_Average Truck Cost per Vehicle-Mile\n",
       "31                                        spreadsheet"
      ]
     },
     "execution_count": 98,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(non_interstate.columns)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>Body of Water Crossing</th>\n",
       "      <th>Both Ways</th>\n",
       "      <th>Bridge/Tunnel</th>\n",
       "      <th>Electronic Toll Collection System?  3/ No</th>\n",
       "      <th>Electronic Toll Collection System? 2/ No</th>\n",
       "      <th>Electronic Toll Collection System? 4/ No</th>\n",
       "      <th>Federal Authority Source</th>\n",
       "      <th>Fee Type</th>\n",
       "      <th>...</th>\n",
       "      <th>To</th>\n",
       "      <th>Toll Collection One-Way (N,S,E,W)</th>\n",
       "      <th>Yes/Kind</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>$0.25</td>\n",
       "      <td>$0.58</td>\n",
       "      <td>Alabama River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 143 in Elmore County</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Infrared Laser &amp; Electronic ID Card</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.58</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.50</td>\n",
       "      <td>3.0</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>$0.27</td>\n",
       "      <td>$0.62</td>\n",
       "      <td>Black Warrior River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>I - 59 Tuscaloosa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Infrared Laser &amp; Electronic ID Card</td>\n",
       "      <td>0.27</td>\n",
       "      <td>0.62</td>\n",
       "      <td>2.0</td>\n",
       "      <td>5.0</td>\n",
       "      <td>1.50</td>\n",
       "      <td>3.0</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>$0.99</td>\n",
       "      <td>$2.10</td>\n",
       "      <td>Tallapoosa River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Rifle Range Road, Elmore County</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Infrared Laser &amp; Electronic ID Card</td>\n",
       "      <td>0.99</td>\n",
       "      <td>2.10</td>\n",
       "      <td>2.5</td>\n",
       "      <td>5.5</td>\n",
       "      <td>1.75</td>\n",
       "      <td>3.5</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>$3.88</td>\n",
       "      <td>$48.40</td>\n",
       "      <td>Maynard Mt.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tunnel</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Whittier, AK</td>\n",
       "      <td>E</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.88</td>\n",
       "      <td>48.40</td>\n",
       "      <td>13.0</td>\n",
       "      <td>137.0</td>\n",
       "      <td>8.25</td>\n",
       "      <td>99.0</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>$1.74</td>\n",
       "      <td>$3.48</td>\n",
       "      <td>San Joaquin River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Sacramento County</td>\n",
       "      <td>N</td>\n",
       "      <td>FASTRAK/Title 21/Sirit</td>\n",
       "      <td>1.74</td>\n",
       "      <td>3.48</td>\n",
       "      <td>5.0</td>\n",
       "      <td>35.0</td>\n",
       "      <td>2.50</td>\n",
       "      <td>15.0</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "  Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "3                                           $0.25   \n",
       "4                                           $0.27   \n",
       "5                                           $0.99   \n",
       "6                                           $3.88   \n",
       "7                                           $1.74   \n",
       "\n",
       "  Average Truck Cost per Vehicle-Mile Body of Water Crossing Both Ways  \\\n",
       "3                               $0.58          Alabama River         X   \n",
       "4                               $0.62    Black Warrior River         X   \n",
       "5                               $2.10       Tallapoosa River         X   \n",
       "6                              $48.40            Maynard Mt.       NaN   \n",
       "7                               $3.48      San Joaquin River       NaN   \n",
       "\n",
       "  Bridge/Tunnel Electronic Toll Collection System?  3/ No  \\\n",
       "3        Bridge                                       NaN   \n",
       "4        Bridge                                       NaN   \n",
       "5        Bridge                                       NaN   \n",
       "6        Tunnel                                         X   \n",
       "7        Bridge                                       NaN   \n",
       "\n",
       "  Electronic Toll Collection System? 2/ No  \\\n",
       "3                                      NaN   \n",
       "4                                      NaN   \n",
       "5                                      NaN   \n",
       "6                                      NaN   \n",
       "7                                      NaN   \n",
       "\n",
       "  Electronic Toll Collection System? 4/ No  \\\n",
       "3                                      NaN   \n",
       "4                                      NaN   \n",
       "5                                      NaN   \n",
       "6                                      NaN   \n",
       "7                                      NaN   \n",
       "\n",
       "                 Federal Authority Source  \\\n",
       "3  None (not a Federal-aid toll facility)   \n",
       "4  None (not a Federal-aid toll facility)   \n",
       "5  None (not a Federal-aid toll facility)   \n",
       "6  None (not a Federal-aid toll facility)   \n",
       "7       Section 129 (General Toll Progam)   \n",
       "\n",
       "                                            Fee Type     ...      \\\n",
       "3  Fixed: Rate does not vary by time of day or tr...     ...       \n",
       "4  Fixed: Rate does not vary by time of day or tr...     ...       \n",
       "5  Fixed: Rate does not vary by time of day or tr...     ...       \n",
       "6  Fixed: Rate does not vary by time of day or tr...     ...       \n",
       "7  Fixed: Rate does not vary by time of day or tr...     ...       \n",
       "\n",
       "                                To Toll Collection One-Way (N,S,E,W)  \\\n",
       "3          SR 143 in Elmore County                               NaN   \n",
       "4                I - 59 Tuscaloosa                               NaN   \n",
       "5  Rifle Range Road, Elmore County                               NaN   \n",
       "6                     Whittier, AK                                 E   \n",
       "7                Sacramento County                                 N   \n",
       "\n",
       "                              Yes/Kind  \\\n",
       "3  Infrared Laser & Electronic ID Card   \n",
       "4  Infrared Laser & Electronic ID Card   \n",
       "5  Infrared Laser & Electronic ID Card   \n",
       "6                                  NaN   \n",
       "7               FASTRAK/Title 21/Sirit   \n",
       "\n",
       "  num_Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "3                                               0.25    \n",
       "4                                               0.27    \n",
       "5                                               0.99    \n",
       "6                                               3.88    \n",
       "7                                               1.74    \n",
       "\n",
       "  num_Average Truck Cost per Vehicle-Mile num_Maximum Passenger Vehicle Fee  \\\n",
       "3                                    0.58                               2.0   \n",
       "4                                    0.62                               2.0   \n",
       "5                                    2.10                               2.5   \n",
       "6                                   48.40                              13.0   \n",
       "7                                    3.48                               5.0   \n",
       "\n",
       "  num_Maximum Truck Fee  num_Minimum Passenger Vehicle Fee  \\\n",
       "3                   5.0                               1.50   \n",
       "4                   5.0                               1.50   \n",
       "5                   5.5                               1.75   \n",
       "6                 137.0                               8.25   \n",
       "7                  35.0                               2.50   \n",
       "\n",
       "  num_Minimum Truck Fee spreadsheet  \n",
       "3                   3.0       bandt  \n",
       "4                   3.0       bandt  \n",
       "5                   3.5       bandt  \n",
       "6                  99.0       bandt  \n",
       "7                  15.0       bandt  \n",
       "\n",
       "[5 rows x 40 columns]"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    254.000000\n",
       "mean       0.968898\n",
       "std        1.684247\n",
       "min        0.020000\n",
       "25%        0.072500\n",
       "50%        0.170000\n",
       "75%        0.987500\n",
       "max       13.750000\n",
       "Name: num_Average Passenger Vehicle Cost per Vehicle-Mile, dtype: float64"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_df[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>Body of Water Crossing</th>\n",
       "      <th>Both Ways</th>\n",
       "      <th>Bridge/Tunnel</th>\n",
       "      <th>Electronic Toll Collection System?  3/ No</th>\n",
       "      <th>Electronic Toll Collection System? 2/ No</th>\n",
       "      <th>Electronic Toll Collection System? 4/ No</th>\n",
       "      <th>Federal Authority Source</th>\n",
       "      <th>Fee Type</th>\n",
       "      <th>...</th>\n",
       "      <th>To</th>\n",
       "      <th>Toll Collection One-Way (N,S,E,W)</th>\n",
       "      <th>Yes/Kind</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>$13.75</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Niagara Falls, ON (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEXUS Toll Program</td>\n",
       "      <td>13.75</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>$7.38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Delaware River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Dingman's Ferry, PA  (0.3 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.38</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>$6.44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Niagara Falls, ON (0.2 Mi)</td>\n",
       "      <td>W</td>\n",
       "      <td>NEXUS Toll Program</td>\n",
       "      <td>6.44</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>$6.17</td>\n",
       "      <td>$10.76</td>\n",
       "      <td>Middle Thorofare</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Cape May, NJ</td>\n",
       "      <td>S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.17</td>\n",
       "      <td>10.76</td>\n",
       "      <td>6.23</td>\n",
       "      <td>11.18</td>\n",
       "      <td>1.20</td>\n",
       "      <td>3.75</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>$5.78</td>\n",
       "      <td>$9.63</td>\n",
       "      <td>Lake of the Ozarks</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Rt  MM</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.78</td>\n",
       "      <td>9.63</td>\n",
       "      <td>4.25</td>\n",
       "      <td>9.50</td>\n",
       "      <td>3.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>$5.69</td>\n",
       "      <td>$35.00</td>\n",
       "      <td>Susquehanna River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Perryville, MD</td>\n",
       "      <td>E</td>\n",
       "      <td>Infrared Laser/E-ZPass</td>\n",
       "      <td>5.69</td>\n",
       "      <td>35.00</td>\n",
       "      <td>12.00</td>\n",
       "      <td>75.00</td>\n",
       "      <td>2.80</td>\n",
       "      <td>16.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>$5.05</td>\n",
       "      <td>$33.09</td>\n",
       "      <td>Kill Van Kull</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Port Richmond, S.I., NY (0.7 Mi)</td>\n",
       "      <td>S</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>5.05</td>\n",
       "      <td>33.09</td>\n",
       "      <td>13.00</td>\n",
       "      <td>17.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>$5.04</td>\n",
       "      <td>$21.99</td>\n",
       "      <td>East Rockaway Inlet</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Reynolds Channel</td>\n",
       "      <td>NaN</td>\n",
       "      <td>AVI Bar Code</td>\n",
       "      <td>5.04</td>\n",
       "      <td>21.99</td>\n",
       "      <td>4.00</td>\n",
       "      <td>12.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>$5.02</td>\n",
       "      <td>$15.23</td>\n",
       "      <td>Jamaica Bay</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Toll Booth</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>5.02</td>\n",
       "      <td>15.23</td>\n",
       "      <td>4.00</td>\n",
       "      <td>49.00</td>\n",
       "      <td>1.36</td>\n",
       "      <td>31.92</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>$4.94</td>\n",
       "      <td>$37.12</td>\n",
       "      <td>Missouri River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Plattsmouth, NE (0.13 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.94</td>\n",
       "      <td>37.12</td>\n",
       "      <td>2.25</td>\n",
       "      <td>275.00</td>\n",
       "      <td>1.25</td>\n",
       "      <td>2.25</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>$4.64</td>\n",
       "      <td>28,79</td>\n",
       "      <td>Arthur Kill</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Tottenville, S.I., NY (0.6 Mi)</td>\n",
       "      <td>N</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>4.64</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.00</td>\n",
       "      <td>17.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>$4.40</td>\n",
       "      <td>$7.42</td>\n",
       "      <td>Townsends Inlet</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Avalon, NJ</td>\n",
       "      <td>S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.40</td>\n",
       "      <td>7.42</td>\n",
       "      <td>4.70</td>\n",
       "      <td>10.52</td>\n",
       "      <td>1.20</td>\n",
       "      <td>3.75</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>$4.35</td>\n",
       "      <td>Trucks are prohibited at this facility.</td>\n",
       "      <td>Harlem River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Bronx, NY</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>4.35</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.54</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>$4.11</td>\n",
       "      <td>$35.85</td>\n",
       "      <td>Niagara River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Fort Erie, ON (0.4 Mi)</td>\n",
       "      <td>W</td>\n",
       "      <td>Automatic Vehicle ID (AVI)- E-ZPass</td>\n",
       "      <td>4.11</td>\n",
       "      <td>35.85</td>\n",
       "      <td>6.00</td>\n",
       "      <td>53.00</td>\n",
       "      <td>2.70</td>\n",
       "      <td>5.40</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>$4.02</td>\n",
       "      <td>$71.65</td>\n",
       "      <td>Missouri River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Bellevue, NE (0.18 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.02</td>\n",
       "      <td>71.65</td>\n",
       "      <td>1.50</td>\n",
       "      <td>5.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>$4.00</td>\n",
       "      <td>$8.00</td>\n",
       "      <td>Intercoastal Waterway</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Palm Coast</td>\n",
       "      <td>E</td>\n",
       "      <td>Yes/Electronic ID Card</td>\n",
       "      <td>4.00</td>\n",
       "      <td>8.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>$3.94</td>\n",
       "      <td>$13.32</td>\n",
       "      <td>Hudson River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tunnel</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>New York, NY (1.1 Mi)</td>\n",
       "      <td>E</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>3.94</td>\n",
       "      <td>13.32</td>\n",
       "      <td>13.00</td>\n",
       "      <td>17.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>11.50</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>$3.88</td>\n",
       "      <td>$48.40</td>\n",
       "      <td>Maynard Mt.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tunnel</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Whittier, AK</td>\n",
       "      <td>E</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.88</td>\n",
       "      <td>48.40</td>\n",
       "      <td>13.00</td>\n",
       "      <td>137.00</td>\n",
       "      <td>8.25</td>\n",
       "      <td>99.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>$3.65</td>\n",
       "      <td>$14.87</td>\n",
       "      <td>Grassy Sound Channel</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Stone Harbor, NJ</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.65</td>\n",
       "      <td>14.87</td>\n",
       "      <td>7.27</td>\n",
       "      <td>15.18</td>\n",
       "      <td>1.20</td>\n",
       "      <td>3.75</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>$3.53</td>\n",
       "      <td>$7.76</td>\n",
       "      <td>Boston Harbor</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tunnel (2)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Port St; East Boston, MA</td>\n",
       "      <td>W</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>3.53</td>\n",
       "      <td>7.76</td>\n",
       "      <td>5.25</td>\n",
       "      <td>12.25</td>\n",
       "      <td>3.50</td>\n",
       "      <td>7.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Rio Bravo, Tamaulipas (0.12 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Ciudad Acuna, Coahuila (0.3 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>30.00</td>\n",
       "      <td>3.50</td>\n",
       "      <td>10.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Colombia, Nuevo Leon (0.09 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>25.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>8.50</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Nuevo Laredo, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Ciudad Miguel Aleman (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.50</td>\n",
       "      <td>14.00</td>\n",
       "      <td>3.50</td>\n",
       "      <td>6.00</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>$3.50</td>\n",
       "      <td>$6.75</td>\n",
       "      <td>Mystic River</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Chelsea City Line</td>\n",
       "      <td>S</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>3.50</td>\n",
       "      <td>6.75</td>\n",
       "      <td>4.00</td>\n",
       "      <td>9.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>$3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Reynosa, Tamaulipas (1.6 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>$3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge (2)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Matamoros, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>$3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Rio Grande River</td>\n",
       "      <td>X</td>\n",
       "      <td>Bridge (2)</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Reynosa, Tamaulipas (0.1 Mi)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>bandt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt Washington Summit in Sargents Purchase</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 3</td>\n",
       "      <td>E</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Cape May</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Spring Valley</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>I-540, Wake County</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ETC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>PA 940</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>SH 225</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 45 N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>SH 288</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 45 S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 610 N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Fort Bend County Line</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.45</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>DFW International Airport</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All Electronic AVI with pay by mail video tolling</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.56</td>\n",
       "      <td>17.25</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.40</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>W. Airport</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Loop 494</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>East of FM 1960</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>5900 South</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt. Equinox</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt. Mansfield</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Burke Mtn</td>\n",
       "      <td>S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 288</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.25</td>\n",
       "      <td>1.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Interstate 195</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.80</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Meadow Street</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.80</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 28 (Dulles International Airport)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.50</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>ECL Leesburg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 659 - Belmont Ridge Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>15.85</td>\n",
       "      <td>2.70</td>\n",
       "      <td>5.45</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 28 (at Dulles Airport)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.20</td>\n",
       "      <td>18.25</td>\n",
       "      <td>3.15</td>\n",
       "      <td>6.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>...</td>\n",
       "      <td>Gallbush Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.00</td>\n",
       "      <td>7.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>...</td>\n",
       "      <td>Interstate 295</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>7.25</td>\n",
       "      <td>2.75</td>\n",
       "      <td>4.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Dynamic Variable: Rate varies based on current...</td>\n",
       "      <td>...</td>\n",
       "      <td>Renton, WA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - Good To Go</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>356 rows × 40 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "74                                           $13.75   \n",
       "52                                            $7.38   \n",
       "73                                            $6.44   \n",
       "47                                            $6.17   \n",
       "40                                            $5.78   \n",
       "30                                            $5.69   \n",
       "49                                            $5.05   \n",
       "67                                            $5.04   \n",
       "70                                            $5.02   \n",
       "42                                            $4.94   \n",
       "50                                            $4.64   \n",
       "44                                            $4.40   \n",
       "68                                            $4.35   \n",
       "71                                            $4.11   \n",
       "41                                            $4.02   \n",
       "23                                            $4.00   \n",
       "51                                            $3.94   \n",
       "6                                             $3.88   \n",
       "46                                            $3.65   \n",
       "34                                            $3.53   \n",
       "94                                            $3.50   \n",
       "106                                           $3.50   \n",
       "100                                           $3.50   \n",
       "97                                            $3.50   \n",
       "95                                            $3.50   \n",
       "93                                            $3.50   \n",
       "35                                            $3.50   \n",
       "105                                           $3.25   \n",
       "85                                            $3.25   \n",
       "91                                            $3.25   \n",
       "..                                              ...   \n",
       "59                                              NaN   \n",
       "62                                              NaN   \n",
       "63                                              NaN   \n",
       "69                                              NaN   \n",
       "72                                              NaN   \n",
       "80                                              NaN   \n",
       "92                                              NaN   \n",
       "93                                              NaN   \n",
       "94                                              NaN   \n",
       "95                                              NaN   \n",
       "96                                              NaN   \n",
       "97                                              NaN   \n",
       "116                                             NaN   \n",
       "124                                             NaN   \n",
       "125                                             NaN   \n",
       "126                                             NaN   \n",
       "127                                             NaN   \n",
       "128                                             NaN   \n",
       "129                                             NaN   \n",
       "130                                             NaN   \n",
       "131                                             NaN   \n",
       "132                                             NaN   \n",
       "133                                             NaN   \n",
       "134                                             NaN   \n",
       "135                                             NaN   \n",
       "136                                             NaN   \n",
       "137                                             NaN   \n",
       "138                                             NaN   \n",
       "139                                             NaN   \n",
       "140                                             NaN   \n",
       "\n",
       "         Average Truck Cost per Vehicle-Mile Body of Water Crossing Both Ways  \\\n",
       "74                                       NaN          Niagara River       NaN   \n",
       "52                                       NaN         Delaware River         X   \n",
       "73                                       NaN          Niagara River         X   \n",
       "47                                    $10.76       Middle Thorofare       NaN   \n",
       "40                                     $9.63     Lake of the Ozarks         X   \n",
       "30                                    $35.00      Susquehanna River       NaN   \n",
       "49                                    $33.09          Kill Van Kull       NaN   \n",
       "67                                    $21.99    East Rockaway Inlet         X   \n",
       "70                                    $15.23            Jamaica Bay         X   \n",
       "42                                    $37.12         Missouri River         X   \n",
       "50                                     28,79            Arthur Kill       NaN   \n",
       "44                                     $7.42        Townsends Inlet       NaN   \n",
       "68   Trucks are prohibited at this facility.           Harlem River         X   \n",
       "71                                    $35.85          Niagara River       NaN   \n",
       "41                                    $71.65         Missouri River       NaN   \n",
       "23                                     $8.00  Intercoastal Waterway       NaN   \n",
       "51                                    $13.32           Hudson River       NaN   \n",
       "6                                     $48.40            Maynard Mt.       NaN   \n",
       "46                                    $14.87   Grassy Sound Channel       NaN   \n",
       "34                                     $7.76          Boston Harbor       NaN   \n",
       "94                                       NaN       Rio Grande River         X   \n",
       "106                                      NaN       Rio Grande River         X   \n",
       "100                                      NaN       Rio Grande River         X   \n",
       "97                                       NaN       Rio Grande River         X   \n",
       "95                                       NaN       Rio Grande River         X   \n",
       "93                                       NaN       Rio Grande River         X   \n",
       "35                                     $6.75           Mystic River       NaN   \n",
       "105                                      NaN       Rio Grande River         X   \n",
       "85                                       NaN       Rio Grande River         X   \n",
       "91                                       NaN       Rio Grande River         X   \n",
       "..                                       ...                    ...       ...   \n",
       "59                                       NaN                    NaN       NaN   \n",
       "62                                       NaN                    NaN       NaN   \n",
       "63                                       NaN                    NaN       NaN   \n",
       "69                                       NaN                    NaN       NaN   \n",
       "72                                       NaN                    NaN         X   \n",
       "80                                       NaN                    NaN         X   \n",
       "92                                       NaN                    NaN         X   \n",
       "93                                       NaN                    NaN         X   \n",
       "94                                       NaN                    NaN         X   \n",
       "95                                       NaN                    NaN         X   \n",
       "96                                       NaN                    NaN         X   \n",
       "97                                       NaN                    NaN         X   \n",
       "116                                      NaN                    NaN         X   \n",
       "124                              Not Allowed                    NaN       NaN   \n",
       "125                              Not Allowed                    NaN       NaN   \n",
       "126                              Not Allowed                    NaN       NaN   \n",
       "127                                      NaN                    NaN         X   \n",
       "128                                      NaN                    NaN       NaN   \n",
       "129                                      NaN                    NaN       NaN   \n",
       "130                                      NaN                    NaN       NaN   \n",
       "131                                      NaN                    NaN         X   \n",
       "132                                      NaN                    NaN         X   \n",
       "133                                      NaN                    NaN         X   \n",
       "134                                      NaN                    NaN         X   \n",
       "135                                      NaN                    NaN         X   \n",
       "136                                      NaN                    NaN         X   \n",
       "137                                      NaN                    NaN         X   \n",
       "138                                      NaN                    NaN         X   \n",
       "139                                      NaN                    NaN         X   \n",
       "140                                      NaN                    NaN         X   \n",
       "\n",
       "    Bridge/Tunnel Electronic Toll Collection System?  3/ No  \\\n",
       "74         Bridge                                       NaN   \n",
       "52         Bridge                                         X   \n",
       "73         Bridge                                       NaN   \n",
       "47         Bridge                                         X   \n",
       "40         Bridge                                         X   \n",
       "30         Bridge                                       NaN   \n",
       "49         Bridge                                       NaN   \n",
       "67         Bridge                                       NaN   \n",
       "70         Bridge                                       NaN   \n",
       "42         Bridge                                         X   \n",
       "50         Bridge                                       NaN   \n",
       "44         Bridge                                         X   \n",
       "68         Bridge                                       NaN   \n",
       "71         Bridge                                       NaN   \n",
       "41         Bridge                                         X   \n",
       "23         Bridge                                       NaN   \n",
       "51         Tunnel                                       NaN   \n",
       "6          Tunnel                                         X   \n",
       "46         Bridge                                         X   \n",
       "34     Tunnel (2)                                       NaN   \n",
       "94         Bridge                                       NaN   \n",
       "106        Bridge                                         X   \n",
       "100        Bridge                                       NaN   \n",
       "97         Bridge                                       NaN   \n",
       "95         Bridge                                       NaN   \n",
       "93         Bridge                                         X   \n",
       "35         Bridge                                       NaN   \n",
       "105        Bridge                                       NaN   \n",
       "85     Bridge (2)                                       NaN   \n",
       "91     Bridge (2)                                         X   \n",
       "..            ...                                       ...   \n",
       "59            NaN                                       NaN   \n",
       "62            NaN                                       NaN   \n",
       "63            NaN                                       NaN   \n",
       "69            NaN                                       NaN   \n",
       "72            NaN                                       NaN   \n",
       "80            NaN                                       NaN   \n",
       "92            NaN                                       NaN   \n",
       "93            NaN                                       NaN   \n",
       "94            NaN                                       NaN   \n",
       "95            NaN                                       NaN   \n",
       "96            NaN                                       NaN   \n",
       "97            NaN                                       NaN   \n",
       "116           NaN                                       NaN   \n",
       "124           NaN                                       NaN   \n",
       "125           NaN                                       NaN   \n",
       "126           NaN                                       NaN   \n",
       "127           NaN                                       NaN   \n",
       "128           NaN                                       NaN   \n",
       "129           NaN                                       NaN   \n",
       "130           NaN                                       NaN   \n",
       "131           NaN                                       NaN   \n",
       "132           NaN                                       NaN   \n",
       "133           NaN                                       NaN   \n",
       "134           NaN                                       NaN   \n",
       "135           NaN                                       NaN   \n",
       "136           NaN                                       NaN   \n",
       "137           NaN                                       NaN   \n",
       "138           NaN                                       NaN   \n",
       "139           NaN                                       NaN   \n",
       "140           NaN                                       NaN   \n",
       "\n",
       "    Electronic Toll Collection System? 2/ No  \\\n",
       "74                                       NaN   \n",
       "52                                       NaN   \n",
       "73                                       NaN   \n",
       "47                                       NaN   \n",
       "40                                       NaN   \n",
       "30                                       NaN   \n",
       "49                                       NaN   \n",
       "67                                       NaN   \n",
       "70                                       NaN   \n",
       "42                                       NaN   \n",
       "50                                       NaN   \n",
       "44                                       NaN   \n",
       "68                                       NaN   \n",
       "71                                       NaN   \n",
       "41                                       NaN   \n",
       "23                                       NaN   \n",
       "51                                       NaN   \n",
       "6                                        NaN   \n",
       "46                                       NaN   \n",
       "34                                       NaN   \n",
       "94                                       NaN   \n",
       "106                                      NaN   \n",
       "100                                      NaN   \n",
       "97                                       NaN   \n",
       "95                                       NaN   \n",
       "93                                       NaN   \n",
       "35                                       NaN   \n",
       "105                                      NaN   \n",
       "85                                       NaN   \n",
       "91                                       NaN   \n",
       "..                                       ...   \n",
       "59                                       NaN   \n",
       "62                                       NaN   \n",
       "63                                       NaN   \n",
       "69                                       NaN   \n",
       "72                                       NaN   \n",
       "80                                       NaN   \n",
       "92                                       NaN   \n",
       "93                                       NaN   \n",
       "94                                       NaN   \n",
       "95                                       NaN   \n",
       "96                                       NaN   \n",
       "97                                       NaN   \n",
       "116                                      NaN   \n",
       "124                                      NaN   \n",
       "125                                      NaN   \n",
       "126                                      NaN   \n",
       "127                                      NaN   \n",
       "128                                      NaN   \n",
       "129                                      NaN   \n",
       "130                                      NaN   \n",
       "131                                      NaN   \n",
       "132                                      NaN   \n",
       "133                                      NaN   \n",
       "134                                      NaN   \n",
       "135                                      NaN   \n",
       "136                                      NaN   \n",
       "137                                      NaN   \n",
       "138                                      NaN   \n",
       "139                                      NaN   \n",
       "140                                      NaN   \n",
       "\n",
       "    Electronic Toll Collection System? 4/ No  \\\n",
       "74                                       NaN   \n",
       "52                                       NaN   \n",
       "73                                       NaN   \n",
       "47                                       NaN   \n",
       "40                                       NaN   \n",
       "30                                       NaN   \n",
       "49                                       NaN   \n",
       "67                                       NaN   \n",
       "70                                       NaN   \n",
       "42                                       NaN   \n",
       "50                                       NaN   \n",
       "44                                       NaN   \n",
       "68                                       NaN   \n",
       "71                                       NaN   \n",
       "41                                       NaN   \n",
       "23                                       NaN   \n",
       "51                                       NaN   \n",
       "6                                        NaN   \n",
       "46                                       NaN   \n",
       "34                                       NaN   \n",
       "94                                       NaN   \n",
       "106                                      NaN   \n",
       "100                                      NaN   \n",
       "97                                       NaN   \n",
       "95                                       NaN   \n",
       "93                                       NaN   \n",
       "35                                       NaN   \n",
       "105                                      NaN   \n",
       "85                                       NaN   \n",
       "91                                       NaN   \n",
       "..                                       ...   \n",
       "59                                       NaN   \n",
       "62                                       NaN   \n",
       "63                                         X   \n",
       "69                                         X   \n",
       "72                                       NaN   \n",
       "80                                         X   \n",
       "92                                       NaN   \n",
       "93                                       NaN   \n",
       "94                                       NaN   \n",
       "95                                       NaN   \n",
       "96                                       NaN   \n",
       "97                                       NaN   \n",
       "116                                      NaN   \n",
       "124                                      NaN   \n",
       "125                                      NaN   \n",
       "126                                      NaN   \n",
       "127                                        X   \n",
       "128                                        X   \n",
       "129                                        X   \n",
       "130                                        X   \n",
       "131                                      NaN   \n",
       "132                                      NaN   \n",
       "133                                      NaN   \n",
       "134                                      NaN   \n",
       "135                                      NaN   \n",
       "136                                      NaN   \n",
       "137                                      NaN   \n",
       "138                                      NaN   \n",
       "139                                      NaN   \n",
       "140                                      NaN   \n",
       "\n",
       "                   Federal Authority Source  \\\n",
       "74   None (not a Federal-aid toll facility)   \n",
       "52   None (not a Federal-aid toll facility)   \n",
       "73   None (not a Federal-aid toll facility)   \n",
       "47   None (not a Federal-aid toll facility)   \n",
       "40   None (not a Federal-aid toll facility)   \n",
       "30   None (not a Federal-aid toll facility)   \n",
       "49   None (not a Federal-aid toll facility)   \n",
       "67   None (not a Federal-aid toll facility)   \n",
       "70   None (not a Federal-aid toll facility)   \n",
       "42   None (not a Federal-aid toll facility)   \n",
       "50   None (not a Federal-aid toll facility)   \n",
       "44   None (not a Federal-aid toll facility)   \n",
       "68   None (not a Federal-aid toll facility)   \n",
       "71   None (not a Federal-aid toll facility)   \n",
       "41   None (not a Federal-aid toll facility)   \n",
       "23   None (not a Federal-aid toll facility)   \n",
       "51              Section 166 (HOV/HOT lanes)   \n",
       "6    None (not a Federal-aid toll facility)   \n",
       "46   None (not a Federal-aid toll facility)   \n",
       "34   None (not a Federal-aid toll facility)   \n",
       "94   None (not a Federal-aid toll facility)   \n",
       "106  None (not a Federal-aid toll facility)   \n",
       "100  None (not a Federal-aid toll facility)   \n",
       "97   None (not a Federal-aid toll facility)   \n",
       "95   None (not a Federal-aid toll facility)   \n",
       "93   None (not a Federal-aid toll facility)   \n",
       "35   None (not a Federal-aid toll facility)   \n",
       "105  None (not a Federal-aid toll facility)   \n",
       "85   None (not a Federal-aid toll facility)   \n",
       "91   None (not a Federal-aid toll facility)   \n",
       "..                                      ...   \n",
       "59   None (not a Federal-aid toll facility)   \n",
       "62   None (not a Federal-aid toll facility)   \n",
       "63   None (not a Federal-aid toll facility)   \n",
       "69   None (not a Federal-aid toll facility)   \n",
       "72        Section 129 (General Toll Progam)   \n",
       "80   None (not a Federal-aid toll facility)   \n",
       "92   None (not a Federal-aid toll facility)   \n",
       "93   None (not a Federal-aid toll facility)   \n",
       "94   None (not a Federal-aid toll facility)   \n",
       "95   None (not a Federal-aid toll facility)   \n",
       "96   None (not a Federal-aid toll facility)   \n",
       "97   None (not a Federal-aid toll facility)   \n",
       "116  None (not a Federal-aid toll facility)   \n",
       "124             Section 166 (HOV/HOT lanes)   \n",
       "125             Section 166 (HOV/HOT lanes)   \n",
       "126             Section 166 (HOV/HOT lanes)   \n",
       "127  None (not a Federal-aid toll facility)   \n",
       "128  None (not a Federal-aid toll facility)   \n",
       "129  None (not a Federal-aid toll facility)   \n",
       "130  None (not a Federal-aid toll facility)   \n",
       "131  None (not a Federal-aid toll facility)   \n",
       "132  None (not a Federal-aid toll facility)   \n",
       "133  None (not a Federal-aid toll facility)   \n",
       "134  None (not a Federal-aid toll facility)   \n",
       "135  None (not a Federal-aid toll facility)   \n",
       "136  None (not a Federal-aid toll facility)   \n",
       "137  None (not a Federal-aid toll facility)   \n",
       "138  None (not a Federal-aid toll facility)   \n",
       "139       Section 129 (General Toll Progam)   \n",
       "140  None (not a Federal-aid toll facility)   \n",
       "\n",
       "                                              Fee Type       ...        \\\n",
       "74   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "52                                                 NaN       ...         \n",
       "73   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "47   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "40                                                 NaN       ...         \n",
       "30   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "49   Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "67   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "70   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "42                                                 NaN       ...         \n",
       "50   Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "44   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "68   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "71   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "41                                                 NaN       ...         \n",
       "23   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "51   Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "6    Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "46   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "34   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "94   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "106  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "100  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "97   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "95   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "93   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "35   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "105  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "85   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "91   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "..                                                 ...       ...         \n",
       "59                                                 NaN       ...         \n",
       "62                                                 NaN       ...         \n",
       "63                                                 NaN       ...         \n",
       "69                                                 NaN       ...         \n",
       "72   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "80                                                 NaN       ...         \n",
       "92   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "93   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "94   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "95   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "96   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "97   Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "116  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "124  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "125  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "126  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "127  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "128                                                NaN       ...         \n",
       "129                                                NaN       ...         \n",
       "130                                                NaN       ...         \n",
       "131  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "132  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "133  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "134  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "135                                                NaN       ...         \n",
       "136  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "137  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "138  Fixed: Rate does not vary by time of day or tr...       ...         \n",
       "139  Fixed Variable: Rate varies by time of day  ba...       ...         \n",
       "140  Dynamic Variable: Rate varies based on current...       ...         \n",
       "\n",
       "                                            To  \\\n",
       "74                  Niagara Falls, ON (0.1 Mi)   \n",
       "52               Dingman's Ferry, PA  (0.3 Mi)   \n",
       "73                  Niagara Falls, ON (0.2 Mi)   \n",
       "47                                Cape May, NJ   \n",
       "40                                      Rt  MM   \n",
       "30                              Perryville, MD   \n",
       "49            Port Richmond, S.I., NY (0.7 Mi)   \n",
       "67                            Reynolds Channel   \n",
       "70                                  Toll Booth   \n",
       "42                   Plattsmouth, NE (0.13 Mi)   \n",
       "50              Tottenville, S.I., NY (0.6 Mi)   \n",
       "44                                  Avalon, NJ   \n",
       "68                                   Bronx, NY   \n",
       "71                      Fort Erie, ON (0.4 Mi)   \n",
       "41                      Bellevue, NE (0.18 Mi)   \n",
       "23                                  Palm Coast   \n",
       "51                       New York, NY (1.1 Mi)   \n",
       "6                                 Whittier, AK   \n",
       "46                            Stone Harbor, NJ   \n",
       "34                    Port St; East Boston, MA   \n",
       "94           Nuevo Laredo, Tamaulipas (0.1 Mi)   \n",
       "106            Rio Bravo, Tamaulipas (0.12 Mi)   \n",
       "100            Ciudad Acuna, Coahuila (0.3 Mi)   \n",
       "97              Colombia, Nuevo Leon (0.09 Mi)   \n",
       "95           Nuevo Laredo, Tamaulipas (0.1 Mi)   \n",
       "93               Ciudad Miguel Aleman (0.1 Mi)   \n",
       "35                           Chelsea City Line   \n",
       "105               Reynosa, Tamaulipas (1.6 Mi)   \n",
       "85              Matamoros, Tamaulipas (0.1 Mi)   \n",
       "91                Reynosa, Tamaulipas (0.1 Mi)   \n",
       "..                                         ...   \n",
       "59   Mt Washington Summit in Sargents Purchase   \n",
       "62                                        SR 3   \n",
       "63                                    Cape May   \n",
       "69                               Spring Valley   \n",
       "72                          I-540, Wake County   \n",
       "80                                      PA 940   \n",
       "92                                      SH 225   \n",
       "93                                     IH 45 N   \n",
       "94                                      SH 288   \n",
       "95                                     IH 45 S   \n",
       "96                                    IH 610 N   \n",
       "97                       Fort Bend County Line   \n",
       "116                  DFW International Airport   \n",
       "124                                 W. Airport   \n",
       "125                                   Loop 494   \n",
       "126                            East of FM 1960   \n",
       "127                                 5900 South   \n",
       "128                                Mt. Equinox   \n",
       "129                              Mt. Mansfield   \n",
       "130                                  Burke Mtn   \n",
       "131                                  Route 288   \n",
       "132                             Interstate 195   \n",
       "133                              Meadow Street   \n",
       "134    Route 28 (Dulles International Airport)   \n",
       "135                               ECL Leesburg   \n",
       "136             Route 659 - Belmont Ridge Road   \n",
       "137               Route 28 (at Dulles Airport)   \n",
       "138                              Gallbush Road   \n",
       "139                             Interstate 295   \n",
       "140                                 Renton, WA   \n",
       "\n",
       "    Toll Collection One-Way (N,S,E,W)  \\\n",
       "74                                NaN   \n",
       "52                                NaN   \n",
       "73                                  W   \n",
       "47                                  S   \n",
       "40                                NaN   \n",
       "30                                  E   \n",
       "49                                  S   \n",
       "67                                NaN   \n",
       "70                                NaN   \n",
       "42                                NaN   \n",
       "50                                  N   \n",
       "44                                  S   \n",
       "68                                NaN   \n",
       "71                                  W   \n",
       "41                                NaN   \n",
       "23                                  E   \n",
       "51                                  E   \n",
       "6                                   E   \n",
       "46                                  N   \n",
       "34                                  W   \n",
       "94                                NaN   \n",
       "106                               NaN   \n",
       "100                               NaN   \n",
       "97                                NaN   \n",
       "95                                NaN   \n",
       "93                                NaN   \n",
       "35                                  S   \n",
       "105                               NaN   \n",
       "85                                NaN   \n",
       "91                                NaN   \n",
       "..                                ...   \n",
       "59                                NaN   \n",
       "62                                  E   \n",
       "63                                NaN   \n",
       "69                                NaN   \n",
       "72                                NaN   \n",
       "80                                NaN   \n",
       "92                                NaN   \n",
       "93                                NaN   \n",
       "94                                NaN   \n",
       "95                                NaN   \n",
       "96                                NaN   \n",
       "97                                NaN   \n",
       "116                               NaN   \n",
       "124                        Reversible   \n",
       "125                        Reversible   \n",
       "126                        Reversible   \n",
       "127                               NaN   \n",
       "128                                 N   \n",
       "129                                 N   \n",
       "130                                 S   \n",
       "131                               NaN   \n",
       "132                               NaN   \n",
       "133                               NaN   \n",
       "134                               NaN   \n",
       "135                               NaN   \n",
       "136                               NaN   \n",
       "137                               NaN   \n",
       "138                               NaN   \n",
       "139                               NaN   \n",
       "140                               NaN   \n",
       "\n",
       "                                              Yes/Kind  \\\n",
       "74                                  NEXUS Toll Program   \n",
       "52                                                 NaN   \n",
       "73                                  NEXUS Toll Program   \n",
       "47                                                 NaN   \n",
       "40                                                 NaN   \n",
       "30                              Infrared Laser/E-ZPass   \n",
       "49                                             E-ZPass   \n",
       "67                                        AVI Bar Code   \n",
       "70                                             E-ZPass   \n",
       "42                                                 NaN   \n",
       "50                                             E-ZPass   \n",
       "44                                                 NaN   \n",
       "68                                             E-ZPass   \n",
       "71                 Automatic Vehicle ID (AVI)- E-ZPass   \n",
       "41                                                 NaN   \n",
       "23                              Yes/Electronic ID Card   \n",
       "51                                             E-ZPass   \n",
       "6                                                  NaN   \n",
       "46                                                 NaN   \n",
       "34                                             E-ZPass   \n",
       "94                          Automatic Vehicle ID (AVI)   \n",
       "106                                                NaN   \n",
       "100                         Automatic Vehicle ID (AVI)   \n",
       "97                          Automatic Vehicle ID (AVI)   \n",
       "95                          Automatic Vehicle ID (AVI)   \n",
       "93                                                 NaN   \n",
       "35                                             E-ZPass   \n",
       "105                         Automatic Vehicle ID (AVI)   \n",
       "85                          Automatic Vehicle ID (AVI)   \n",
       "91                                                 NaN   \n",
       "..                                                 ...   \n",
       "59                                                 NaN   \n",
       "62                                             E-ZPass   \n",
       "63                                                 NaN   \n",
       "69                                                 NaN   \n",
       "72                                                 ETC   \n",
       "80                                                 NaN   \n",
       "92                          Automatic Vehicle ID (AVI)   \n",
       "93                          Automatic Vehicle ID (AVI)   \n",
       "94                          Automatic Vehicle ID (AVI)   \n",
       "95                          Automatic Vehicle ID (AVI)   \n",
       "96                          Automatic Vehicle ID (AVI)   \n",
       "97                          Automatic Vehicle ID (AVI)   \n",
       "116  All Electronic AVI with pay by mail video tolling   \n",
       "124                             EZ Tag, METRO Toll Tag   \n",
       "125                             EZ Tag, METRO Toll Tag   \n",
       "126                             EZ Tag, METRO Toll Tag   \n",
       "127                                                NaN   \n",
       "128                                                NaN   \n",
       "129                                                NaN   \n",
       "130                                                NaN   \n",
       "131               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "132               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "133               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "134               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "135                                                NaN   \n",
       "136               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "137               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "138               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "139               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "140            Automatic Vehicle ID (AVI) - Good To Go   \n",
       "\n",
       "    num_Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "74                                               13.75    \n",
       "52                                                7.38    \n",
       "73                                                6.44    \n",
       "47                                                6.17    \n",
       "40                                                5.78    \n",
       "30                                                5.69    \n",
       "49                                                5.05    \n",
       "67                                                5.04    \n",
       "70                                                5.02    \n",
       "42                                                4.94    \n",
       "50                                                4.64    \n",
       "44                                                4.40    \n",
       "68                                                4.35    \n",
       "71                                                4.11    \n",
       "41                                                4.02    \n",
       "23                                                4.00    \n",
       "51                                                3.94    \n",
       "6                                                 3.88    \n",
       "46                                                3.65    \n",
       "34                                                3.53    \n",
       "94                                                3.50    \n",
       "106                                               3.50    \n",
       "100                                               3.50    \n",
       "97                                                3.50    \n",
       "95                                                3.50    \n",
       "93                                                3.50    \n",
       "35                                                3.50    \n",
       "105                                               3.25    \n",
       "85                                                3.25    \n",
       "91                                                3.25    \n",
       "..                                                 ...    \n",
       "59                                                 NaN    \n",
       "62                                                 NaN    \n",
       "63                                                 NaN    \n",
       "69                                                 NaN    \n",
       "72                                                 NaN    \n",
       "80                                                 NaN    \n",
       "92                                                 NaN    \n",
       "93                                                 NaN    \n",
       "94                                                 NaN    \n",
       "95                                                 NaN    \n",
       "96                                                 NaN    \n",
       "97                                                 NaN    \n",
       "116                                                NaN    \n",
       "124                                                NaN    \n",
       "125                                                NaN    \n",
       "126                                                NaN    \n",
       "127                                                NaN    \n",
       "128                                                NaN    \n",
       "129                                                NaN    \n",
       "130                                                NaN    \n",
       "131                                                NaN    \n",
       "132                                                NaN    \n",
       "133                                                NaN    \n",
       "134                                                NaN    \n",
       "135                                                NaN    \n",
       "136                                                NaN    \n",
       "137                                                NaN    \n",
       "138                                                NaN    \n",
       "139                                                NaN    \n",
       "140                                                NaN    \n",
       "\n",
       "    num_Average Truck Cost per Vehicle-Mile num_Maximum Passenger Vehicle Fee  \\\n",
       "74                                      NaN                              3.25   \n",
       "52                                      NaN                              3.00   \n",
       "73                                      NaN                              3.50   \n",
       "47                                    10.76                              6.23   \n",
       "40                                     9.63                              4.25   \n",
       "30                                    35.00                             12.00   \n",
       "49                                    33.09                             13.00   \n",
       "67                                    21.99                              4.00   \n",
       "70                                    15.23                              4.00   \n",
       "42                                    37.12                              2.25   \n",
       "50                                      NaN                             13.00   \n",
       "44                                     7.42                              4.70   \n",
       "68                                      NaN                              5.50   \n",
       "71                                    35.85                              6.00   \n",
       "41                                    71.65                              1.50   \n",
       "23                                     8.00                              2.00   \n",
       "51                                    13.32                             13.00   \n",
       "6                                     48.40                             13.00   \n",
       "46                                    14.87                              7.27   \n",
       "34                                     7.76                              5.25   \n",
       "94                                      NaN                              3.50   \n",
       "106                                     NaN                              3.50   \n",
       "100                                     NaN                              3.50   \n",
       "97                                      NaN                              3.50   \n",
       "95                                      NaN                              3.50   \n",
       "93                                      NaN                              3.50   \n",
       "35                                     6.75                              4.00   \n",
       "105                                     NaN                              3.25   \n",
       "85                                      NaN                              3.25   \n",
       "91                                      NaN                              3.25   \n",
       "..                                      ...                               ...   \n",
       "59                                      NaN                             28.00   \n",
       "62                                      NaN                               NaN   \n",
       "63                                      NaN                               NaN   \n",
       "69                                      NaN                               NaN   \n",
       "72                                      NaN                               NaN   \n",
       "80                                      NaN                               NaN   \n",
       "92                                      NaN                              1.75   \n",
       "93                                      NaN                              1.75   \n",
       "94                                      NaN                              1.75   \n",
       "95                                      NaN                              1.75   \n",
       "96                                      NaN                              1.75   \n",
       "97                                      NaN                              1.45   \n",
       "116                                     NaN                              6.56   \n",
       "124                                     NaN                              6.50   \n",
       "125                                     NaN                              4.50   \n",
       "126                                     NaN                              7.00   \n",
       "127                                     NaN                               NaN   \n",
       "128                                     NaN                               NaN   \n",
       "129                                     NaN                               NaN   \n",
       "130                                     NaN                               NaN   \n",
       "131                                     NaN                              0.75   \n",
       "132                                     NaN                              0.70   \n",
       "133                                     NaN                              0.70   \n",
       "134                                     NaN                              2.50   \n",
       "135                                     NaN                               NaN   \n",
       "136                                     NaN                              4.50   \n",
       "137                                     NaN                              5.20   \n",
       "138                                     NaN                              6.00   \n",
       "139                                     NaN                              3.25   \n",
       "140                                     NaN                              0.50   \n",
       "\n",
       "    num_Maximum Truck Fee  num_Minimum Passenger Vehicle Fee  \\\n",
       "74                    NaN                               3.25   \n",
       "52                    NaN                               0.75   \n",
       "73                    NaN                               3.50   \n",
       "47                  11.18                               1.20   \n",
       "40                   9.50                               3.00   \n",
       "30                  75.00                               2.80   \n",
       "49                  17.00                               5.00   \n",
       "67                  12.00                               2.00   \n",
       "70                  49.00                               1.36   \n",
       "42                 275.00                               1.25   \n",
       "50                  17.00                               5.00   \n",
       "44                  10.52                               1.20   \n",
       "68                    NaN                               2.54   \n",
       "71                  53.00                               2.70   \n",
       "41                   5.00                               1.00   \n",
       "23                   5.00                               2.00   \n",
       "51                  17.00                               5.00   \n",
       "6                  137.00                               8.25   \n",
       "46                  15.18                               1.20   \n",
       "34                  12.25                               3.50   \n",
       "94                    NaN                               3.50   \n",
       "106                   NaN                               3.50   \n",
       "100                 30.00                               3.50   \n",
       "97                  25.50                               3.50   \n",
       "95                    NaN                               3.50   \n",
       "93                  14.00                               3.50   \n",
       "35                   9.00                               3.00   \n",
       "105                   NaN                               3.25   \n",
       "85                    NaN                               3.25   \n",
       "91                    NaN                               3.25   \n",
       "..                    ...                                ...   \n",
       "59                    NaN                              28.00   \n",
       "62                    NaN                                NaN   \n",
       "63                    NaN                                NaN   \n",
       "69                    NaN                                NaN   \n",
       "72                    NaN                                NaN   \n",
       "80                    NaN                                NaN   \n",
       "92                   8.75                               1.45   \n",
       "93                   8.75                               1.45   \n",
       "94                   8.75                               1.45   \n",
       "95                   8.75                               1.45   \n",
       "96                   8.75                               1.45   \n",
       "97                   8.75                               1.45   \n",
       "116                 17.25                               0.70   \n",
       "124                   NaN                               1.00   \n",
       "125                   NaN                               1.00   \n",
       "126                   NaN                               1.00   \n",
       "127                   NaN                               1.00   \n",
       "128                   NaN                                NaN   \n",
       "129                   NaN                                NaN   \n",
       "130                   NaN                                NaN   \n",
       "131                  1.50                               0.25   \n",
       "132                  1.00                               0.70   \n",
       "133                  1.00                               0.70   \n",
       "134                  8.75                               1.00   \n",
       "135                   NaN                                NaN   \n",
       "136                 15.85                               2.70   \n",
       "137                 18.25                               3.15   \n",
       "138                  7.00                               3.00   \n",
       "139                  7.25                               2.75   \n",
       "140                   NaN                               9.00   \n",
       "\n",
       "    num_Minimum Truck Fee     spreadsheet  \n",
       "74                    NaN           bandt  \n",
       "52                    NaN           bandt  \n",
       "73                    NaN           bandt  \n",
       "47                   3.75           bandt  \n",
       "40                   5.00           bandt  \n",
       "30                  16.00           bandt  \n",
       "49                  11.50           bandt  \n",
       "67                   2.00           bandt  \n",
       "70                  31.92           bandt  \n",
       "42                   2.25           bandt  \n",
       "50                  11.50           bandt  \n",
       "44                   3.75           bandt  \n",
       "68                    NaN           bandt  \n",
       "71                   5.40           bandt  \n",
       "41                   3.00           bandt  \n",
       "23                   3.00           bandt  \n",
       "51                  11.50           bandt  \n",
       "6                   99.00           bandt  \n",
       "46                   3.75           bandt  \n",
       "34                   7.00           bandt  \n",
       "94                    NaN           bandt  \n",
       "106                   NaN           bandt  \n",
       "100                 10.00           bandt  \n",
       "97                   8.50           bandt  \n",
       "95                    NaN           bandt  \n",
       "93                   6.00           bandt  \n",
       "35                   4.50           bandt  \n",
       "105                   NaN           bandt  \n",
       "85                    NaN           bandt  \n",
       "91                    NaN           bandt  \n",
       "..                    ...             ...  \n",
       "59                    NaN  non-interstate  \n",
       "62                    NaN  non-interstate  \n",
       "63                    NaN  non-interstate  \n",
       "69                    NaN  non-interstate  \n",
       "72                    NaN  non-interstate  \n",
       "80                    NaN  non-interstate  \n",
       "92                   3.50  non-interstate  \n",
       "93                   3.50  non-interstate  \n",
       "94                   3.50  non-interstate  \n",
       "95                   3.50  non-interstate  \n",
       "96                   3.50  non-interstate  \n",
       "97                   3.50  non-interstate  \n",
       "116                  1.40  non-interstate  \n",
       "124                   NaN  non-interstate  \n",
       "125                   NaN  non-interstate  \n",
       "126                   NaN  non-interstate  \n",
       "127                  1.50  non-interstate  \n",
       "128                   NaN  non-interstate  \n",
       "129                   NaN  non-interstate  \n",
       "130                   NaN  non-interstate  \n",
       "131                  1.00  non-interstate  \n",
       "132                  0.80  non-interstate  \n",
       "133                  0.80  non-interstate  \n",
       "134                  5.00  non-interstate  \n",
       "135                   NaN  non-interstate  \n",
       "136                  5.45  non-interstate  \n",
       "137                  6.25  non-interstate  \n",
       "138                  4.00  non-interstate  \n",
       "139                  4.25  non-interstate  \n",
       "140                   NaN  non-interstate  \n",
       "\n",
       "[356 rows x 40 columns]"
      ]
     },
     "execution_count": 101,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_df.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "aa"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>Both Ways</th>\n",
       "      <th>Electronic Toll Collection System? 2/ No</th>\n",
       "      <th>Electronic Toll Collection System? 4/ No</th>\n",
       "      <th>Federal Authority Source</th>\n",
       "      <th>Fee Type</th>\n",
       "      <th>Financing or Operating Authority</th>\n",
       "      <th>From</th>\n",
       "      <th>Functional  Classification 2/</th>\n",
       "      <th>...</th>\n",
       "      <th>To</th>\n",
       "      <th>Toll Collection One-Way (N,S,E,W)</th>\n",
       "      <th>Yes/Kind</th>\n",
       "      <th>num_Average Passenger Vehicle Cost per Vehicle-Mile</th>\n",
       "      <th>num_Average Truck Cost per Vehicle-Mile</th>\n",
       "      <th>num_Maximum Passenger Vehicle Fee</th>\n",
       "      <th>num_Maximum Truck Fee</th>\n",
       "      <th>num_Minimum Passenger Vehicle Fee</th>\n",
       "      <th>num_Minimum Truck Fee</th>\n",
       "      <th>spreadsheet</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>$2.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Olympic Regional Development Authority</td>\n",
       "      <td>Wilmington</td>\n",
       "      <td>Minor Collector</td>\n",
       "      <td>...</td>\n",
       "      <td>Whiteface Mountain</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>11.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>$1.69</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Department of Environmental  Conservation</td>\n",
       "      <td>US 9 (gate)</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>Top of Prospect Mountain</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.69</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>$0.63</td>\n",
       "      <td>$2.69</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>Sam Houston Tollway Southwest</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>US 90A</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>0.63</td>\n",
       "      <td>2.69</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>$0.53</td>\n",
       "      <td>$2.60</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>Hardy Tollroad</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>JFK Blvd</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>0.53</td>\n",
       "      <td>2.60</td>\n",
       "      <td>1.25</td>\n",
       "      <td>6.25</td>\n",
       "      <td>1.15</td>\n",
       "      <td>2.75</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>$0.51</td>\n",
       "      <td>$3.00</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Skyway Concession Company, LLC</td>\n",
       "      <td>I-94 in Chicago</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Indiana Stateline</td>\n",
       "      <td>NaN</td>\n",
       "      <td>I-Pass/E-Zpass/I-Zoom (Indiana Toll Road Trans...</td>\n",
       "      <td>0.51</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>29.40</td>\n",
       "      <td>4.00</td>\n",
       "      <td>16.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>$0.50</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Dynamic Variable: Rate varies based on current...</td>\n",
       "      <td>Capital Beltway Express, LLC</td>\n",
       "      <td>Old Dominion Drive</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>I-95</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>$0.47</td>\n",
       "      <td>$0.34</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-1 (Guaynabo)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>PR-199 Access (Guaynabo)</td>\n",
       "      <td>N</td>\n",
       "      <td>Radio Frecuency ID (Auto Expresso)</td>\n",
       "      <td>0.47</td>\n",
       "      <td>0.34</td>\n",
       "      <td>0.75</td>\n",
       "      <td>2.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>$0.39</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>City of Colorado Springs operates under a Term...</td>\n",
       "      <td>Town of Cascade, US 24 west of Colorado Springs</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>Top of Pikes Peak Mountain -14, 110' elevation</td>\n",
       "      <td>W or UP :-)</td>\n",
       "      <td>Booth</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>40.00</td>\n",
       "      <td>40.00</td>\n",
       "      <td>10.00</td>\n",
       "      <td>10.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>$0.39</td>\n",
       "      <td>$0.39</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Alinda Roads, LLC</td>\n",
       "      <td>AL 59 (in Foley)</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>AL 180 (in Orange Beach)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Infrared</td>\n",
       "      <td>0.39</td>\n",
       "      <td>0.39</td>\n",
       "      <td>7.50</td>\n",
       "      <td>7.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>$0.37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Plenary Roads Denver</td>\n",
       "      <td>20th Ave, downtown Denver</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>US 36 and Kalamath St.</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Express Toll and License Plate Toll (LPT)</td>\n",
       "      <td>0.37</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.65</td>\n",
       "      <td>24.98</td>\n",
       "      <td>0.70</td>\n",
       "      <td>18.70</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>$0.36</td>\n",
       "      <td>varies per number of axles</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Northwest Parkway Public Highway Authority</td>\n",
       "      <td>I-25, MP 228 in North Denver</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>96th Street (in City of Broomfield)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Go Pass AVI and LPT</td>\n",
       "      <td>0.36</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>$0.31</td>\n",
       "      <td>$1.70</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>MD Transportation Authority (MDTA)</td>\n",
       "      <td>I-370</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>I-95/US 1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>0.31</td>\n",
       "      <td>1.70</td>\n",
       "      <td>6.60</td>\n",
       "      <td>47.90</td>\n",
       "      <td>4.40</td>\n",
       "      <td>13.15</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>$0.29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>E-470 Public Highway Authority</td>\n",
       "      <td>I-25 &amp; C-470; Douglas County</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>I-25 &amp; Northwest Parkway; Adams County</td>\n",
       "      <td>NaN</td>\n",
       "      <td>EXpress Toll and Liecnse Plate Toll (LPT)</td>\n",
       "      <td>0.29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>13.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>$0.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Orange County Transportation Authority</td>\n",
       "      <td>Orange/Riverside County Line</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Highway 55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>FASTRAK/Title 21/Tiris</td>\n",
       "      <td>0.28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.70</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>$0.26</td>\n",
       "      <td>$1.08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Miami-Dade Expway Auth (MDX)</td>\n",
       "      <td>I-95</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Lejeune Rd (SR 953)</td>\n",
       "      <td>W</td>\n",
       "      <td>SunPass, EPass, OPass, LeeWay</td>\n",
       "      <td>0.26</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.25</td>\n",
       "      <td>5.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>2.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>$0.26</td>\n",
       "      <td>$0.78</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>Parmer Lane</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>SH 45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All Electronic AVI with pay by mail video tolling</td>\n",
       "      <td>0.26</td>\n",
       "      <td>0.78</td>\n",
       "      <td>1.41</td>\n",
       "      <td>2.82</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.40</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>$0.25</td>\n",
       "      <td>$0.99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-199</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>PR-174</td>\n",
       "      <td>N</td>\n",
       "      <td>Radio Frequency ID (Auto Expreso) 2 lanes</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.99</td>\n",
       "      <td>0.50</td>\n",
       "      <td>3.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>$0.23</td>\n",
       "      <td>$0.28</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>DE Dept of Trans</td>\n",
       "      <td>Maryland Line</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 141</td>\n",
       "      <td></td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.28</td>\n",
       "      <td>4.00</td>\n",
       "      <td>11.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>$0.23</td>\n",
       "      <td>$0.44</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Orlando-Orange Cnty Expway Auth</td>\n",
       "      <td>SR 429 (Western Beltway)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>US 441 South</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SunPass, EPass, OPass, LeeWay</td>\n",
       "      <td>0.23</td>\n",
       "      <td>0.44</td>\n",
       "      <td>1.00</td>\n",
       "      <td>2.50</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>$0.23</td>\n",
       "      <td>$1.45</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Fort Bend County Toll Road Authority</td>\n",
       "      <td>BW 8</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Sienna Parkway</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>0.23</td>\n",
       "      <td>1.45</td>\n",
       "      <td>2.40</td>\n",
       "      <td>9.60</td>\n",
       "      <td>1.80</td>\n",
       "      <td>9.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>$0.22</td>\n",
       "      <td>$0.58</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>PA Turnpike Commission</td>\n",
       "      <td>US 40 (MP M30)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>I-70 (MP M35.6)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>0.22</td>\n",
       "      <td>0.58</td>\n",
       "      <td>1.60</td>\n",
       "      <td>7.30</td>\n",
       "      <td>1.04</td>\n",
       "      <td>1.04</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>$0.21</td>\n",
       "      <td>$1.08</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Fort Bend County Toll Road Authority</td>\n",
       "      <td>FM 1464</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>GP 99</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>0.21</td>\n",
       "      <td>1.08</td>\n",
       "      <td>1.60</td>\n",
       "      <td>6.80</td>\n",
       "      <td>1.30</td>\n",
       "      <td>6.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>$0.21</td>\n",
       "      <td>$0.62</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-52</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>PR-713</td>\n",
       "      <td>S</td>\n",
       "      <td>Radio Frecuency ID (Auto Expresso)</td>\n",
       "      <td>0.21</td>\n",
       "      <td>0.62</td>\n",
       "      <td>1.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>$0.20</td>\n",
       "      <td>$0.20</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>FL Turnpike Enterprise</td>\n",
       "      <td>FL Trnpke MP 47 in Mirahar</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>US 1 in FL City</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SunPass, EPass, OPass, LeeWay</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.20</td>\n",
       "      <td>4.75</td>\n",
       "      <td>23.75</td>\n",
       "      <td>3.75</td>\n",
       "      <td>7.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>$0.20</td>\n",
       "      <td>$1.02</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Fort Bend Grand Parkway Toll Road Authority</td>\n",
       "      <td>US 59</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>0.20</td>\n",
       "      <td>1.02</td>\n",
       "      <td>3.50</td>\n",
       "      <td>13.30</td>\n",
       "      <td>2.45</td>\n",
       "      <td>12.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>$0.19</td>\n",
       "      <td>$0.40</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Connector 2000 Association</td>\n",
       "      <td>I-385/ US 276</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>I-85</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Palmetto Pass (transponder)</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.40</td>\n",
       "      <td>3.00</td>\n",
       "      <td>12.00</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>$0.19</td>\n",
       "      <td>$0.55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Metropistas</td>\n",
       "      <td>PR-866, San Juan West Urbanized Boundary</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>PR-659, Dorado East Municipal Limit</td>\n",
       "      <td>S</td>\n",
       "      <td>Radio Frequency ID (Auto Expreso) 2 lanes</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.55</td>\n",
       "      <td>1.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>$0.19</td>\n",
       "      <td>$0.19</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Orlando-Orange Cnty Expway Auth (&amp; FL Dept of ...</td>\n",
       "      <td>Orlando International Airport</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 551</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SunPass, EPass, OPass, LeeWay</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>$0.19</td>\n",
       "      <td>$0.37</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Orlando-Orange Cnty Expway Auth (&amp; FL Dept of ...</td>\n",
       "      <td>FL Trnpke (SR 50 West)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 50 East Colonial Drive</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SunPass, EPass, OPass, LeeWay</td>\n",
       "      <td>0.19</td>\n",
       "      <td>0.37</td>\n",
       "      <td>3.50</td>\n",
       "      <td>9.00</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>$0.18</td>\n",
       "      <td>$0.52</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Puerto Rico Highway and Transportation Authority</td>\n",
       "      <td>PR-184</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>PR-1, Caguas South Urban Limit</td>\n",
       "      <td>S</td>\n",
       "      <td>Radio Frequency ID (Auto Expreso) 1 lane</td>\n",
       "      <td>0.18</td>\n",
       "      <td>0.52</td>\n",
       "      <td>1.00</td>\n",
       "      <td>4.50</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mt. Washington Summit Rd Co</td>\n",
       "      <td>NH Route 16 in Greens Grant</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt Washington Summit in Sargents Purchase</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NJ Trnpke Auth</td>\n",
       "      <td>I-95</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>SR 3</td>\n",
       "      <td>E</td>\n",
       "      <td>E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>63</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NJ Trnpke Auth</td>\n",
       "      <td>Montvale</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>Cape May</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NY State Thruway Authority</td>\n",
       "      <td>New Jersey Line</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Spring Valley</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>North Carolina Turnpike Authority</td>\n",
       "      <td>I-40/NC 147 interchange, Durham County</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>I-540, Wake County</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ETC</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Vacation Charters Limited</td>\n",
       "      <td>Lake Harmony</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>PA 940</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>SH 3</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>SH 225</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>US 59 S</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 45 N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>US 59 S</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>SH 288</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>SH 288</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 45 S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>IH 45 N</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>IH 610 N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.75</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Harris County Toll Road Authority</td>\n",
       "      <td>IH 610 W</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Fort Bend County Line</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.45</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.45</td>\n",
       "      <td>3.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Texas Department of Transportation</td>\n",
       "      <td>SH 121/SH 114</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>DFW International Airport</td>\n",
       "      <td>NaN</td>\n",
       "      <td>All Electronic AVI with pay by mail video tolling</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.56</td>\n",
       "      <td>17.25</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.40</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Smith Street on Spur 527</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>W. Airport</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Frankllin</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Loop 494</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>NaN</td>\n",
       "      <td>Not Allowed</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 166 (HOV/HOT lanes)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Metropolitan Transit Authority of Harris County</td>\n",
       "      <td>Northwest Transit Center</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>East of FM 1960</td>\n",
       "      <td>Reversible</td>\n",
       "      <td>EZ Tag, METRO Toll Tag</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>7.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Adams Avenue Parkway</td>\n",
       "      <td>I-84 (Exit 85)</td>\n",
       "      <td>Minor Arterial</td>\n",
       "      <td>...</td>\n",
       "      <td>5900 South</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.50</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dr. Joe G. Davidson; Manchester</td>\n",
       "      <td>SR 7A - Sunderland</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt. Equinox</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Mt. Mansfield Co, Inc.</td>\n",
       "      <td>SR 108</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>Mt. Mansfield</td>\n",
       "      <td>N</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Burke Mtn Recreation, Inc.</td>\n",
       "      <td>TH 7</td>\n",
       "      <td>local</td>\n",
       "      <td>...</td>\n",
       "      <td>Burke Mtn</td>\n",
       "      <td>S</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Virginia Department of Transportation</td>\n",
       "      <td>Chippenham Parkway</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 288</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.50</td>\n",
       "      <td>0.25</td>\n",
       "      <td>1.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Richmond Metropolitan Authority</td>\n",
       "      <td>Chippenham Parkway (Route 150)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Interstate 195</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.80</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Richmond Metropolitan Authority</td>\n",
       "      <td>Interstate 95</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Meadow Street</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.70</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.70</td>\n",
       "      <td>0.80</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>Virginia Department of Transportation</td>\n",
       "      <td>Interstate 66</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 28 (Dulles International Airport)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.50</td>\n",
       "      <td>8.75</td>\n",
       "      <td>1.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Toll Road Investors Partnership II (TRIP II)</td>\n",
       "      <td>Route 7 &amp; Route 15 Bypass at Leesburg</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>ECL Leesburg</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Toll Road Investors Partnership II (TRIP II)</td>\n",
       "      <td>ECL Leesburg</td>\n",
       "      <td>Principal Arterial - Other</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 659 - Belmont Ridge Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.50</td>\n",
       "      <td>15.85</td>\n",
       "      <td>2.70</td>\n",
       "      <td>5.45</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>Toll Road Investors Partnership II (TRIP II)</td>\n",
       "      <td>Route 659 - Belmont Ridge Road</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Route 28 (at Dulles Airport)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.20</td>\n",
       "      <td>18.25</td>\n",
       "      <td>3.15</td>\n",
       "      <td>6.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Fixed: Rate does not vary by time of day or tr...</td>\n",
       "      <td>City of Chesapeake</td>\n",
       "      <td>Hillcrest Parkway</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Gallbush Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.00</td>\n",
       "      <td>7.00</td>\n",
       "      <td>3.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Section 129 (General Toll Progam)</td>\n",
       "      <td>Fixed Variable: Rate varies by time of day  ba...</td>\n",
       "      <td>DBI Services, Inc.</td>\n",
       "      <td>Route 150 (Chippenham Parkway)</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Interstate 295</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - E-ZPass</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.25</td>\n",
       "      <td>7.25</td>\n",
       "      <td>2.75</td>\n",
       "      <td>4.25</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>X</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>None (not a Federal-aid toll facility)</td>\n",
       "      <td>Dynamic Variable: Rate varies based on current...</td>\n",
       "      <td>Washington State Department of Transportation</td>\n",
       "      <td>Auburn, WA</td>\n",
       "      <td>Principal Arterial - Other Freeways and Expres...</td>\n",
       "      <td>...</td>\n",
       "      <td>Renton, WA</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Automatic Vehicle ID (AVI) - Good To Go</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.50</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9.00</td>\n",
       "      <td>NaN</td>\n",
       "      <td>non-interstate</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>244 rows × 34 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "70                                            $2.20   \n",
       "71                                            $1.69   \n",
       "103                                           $0.63   \n",
       "110                                           $0.53   \n",
       "19                                            $0.51   \n",
       "106                                           $0.50   \n",
       "88                                            $0.47   \n",
       "12                                            $0.39   \n",
       "3                                             $0.39   \n",
       "8                                             $0.37   \n",
       "10                                            $0.36   \n",
       "49                                            $0.31   \n",
       "11                                            $0.29   \n",
       "5                                             $0.28   \n",
       "37                                            $0.26   \n",
       "109                                           $0.26   \n",
       "89                                            $0.25   \n",
       "9                                             $0.23   \n",
       "32                                            $0.23   \n",
       "112                                           $0.23   \n",
       "83                                            $0.22   \n",
       "111                                           $0.21   \n",
       "88                                            $0.21   \n",
       "25                                            $0.20   \n",
       "113                                           $0.20   \n",
       "97                                            $0.19   \n",
       "85                                            $0.19   \n",
       "44                                            $0.19   \n",
       "26                                            $0.19   \n",
       "77                                            $0.18   \n",
       "..                                              ...   \n",
       "59                                              NaN   \n",
       "62                                              NaN   \n",
       "63                                              NaN   \n",
       "69                                              NaN   \n",
       "72                                              NaN   \n",
       "80                                              NaN   \n",
       "92                                              NaN   \n",
       "93                                              NaN   \n",
       "94                                              NaN   \n",
       "95                                              NaN   \n",
       "96                                              NaN   \n",
       "97                                              NaN   \n",
       "116                                             NaN   \n",
       "124                                             NaN   \n",
       "125                                             NaN   \n",
       "126                                             NaN   \n",
       "127                                             NaN   \n",
       "128                                             NaN   \n",
       "129                                             NaN   \n",
       "130                                             NaN   \n",
       "131                                             NaN   \n",
       "132                                             NaN   \n",
       "133                                             NaN   \n",
       "134                                             NaN   \n",
       "135                                             NaN   \n",
       "136                                             NaN   \n",
       "137                                             NaN   \n",
       "138                                             NaN   \n",
       "139                                             NaN   \n",
       "140                                             NaN   \n",
       "\n",
       "    Average Truck Cost per Vehicle-Mile Both Ways  \\\n",
       "70                                  NaN       NaN   \n",
       "71                                  NaN       NaN   \n",
       "103                               $2.69         X   \n",
       "110                               $2.60         X   \n",
       "19                                $3.00         X   \n",
       "106                         Not Allowed         X   \n",
       "88                                $0.34       NaN   \n",
       "12                                $0.39       NaN   \n",
       "3                                 $0.39         X   \n",
       "8                                   NaN         X   \n",
       "10           varies per number of axles         X   \n",
       "49                                $1.70         X   \n",
       "11                                  NaN         X   \n",
       "5                                   NaN         X   \n",
       "37                                $1.08       NaN   \n",
       "109                               $0.78         X   \n",
       "89                                $0.99       NaN   \n",
       "9                                 $0.28         X   \n",
       "32                                $0.44         X   \n",
       "112                               $1.45         X   \n",
       "83                                $0.58         X   \n",
       "111                               $1.08         X   \n",
       "88                                $0.62         X   \n",
       "25                                $0.20         X   \n",
       "113                               $1.02         X   \n",
       "97                                $0.40         X   \n",
       "85                                $0.55       NaN   \n",
       "44                                $0.19         X   \n",
       "26                                $0.37         X   \n",
       "77                                $0.52       NaN   \n",
       "..                                  ...       ...   \n",
       "59                                  NaN       NaN   \n",
       "62                                  NaN       NaN   \n",
       "63                                  NaN       NaN   \n",
       "69                                  NaN       NaN   \n",
       "72                                  NaN         X   \n",
       "80                                  NaN         X   \n",
       "92                                  NaN         X   \n",
       "93                                  NaN         X   \n",
       "94                                  NaN         X   \n",
       "95                                  NaN         X   \n",
       "96                                  NaN         X   \n",
       "97                                  NaN         X   \n",
       "116                                 NaN         X   \n",
       "124                         Not Allowed       NaN   \n",
       "125                         Not Allowed       NaN   \n",
       "126                         Not Allowed       NaN   \n",
       "127                                 NaN         X   \n",
       "128                                 NaN       NaN   \n",
       "129                                 NaN       NaN   \n",
       "130                                 NaN       NaN   \n",
       "131                                 NaN         X   \n",
       "132                                 NaN         X   \n",
       "133                                 NaN         X   \n",
       "134                                 NaN         X   \n",
       "135                                 NaN         X   \n",
       "136                                 NaN         X   \n",
       "137                                 NaN         X   \n",
       "138                                 NaN         X   \n",
       "139                                 NaN         X   \n",
       "140                                 NaN         X   \n",
       "\n",
       "    Electronic Toll Collection System? 2/ No  \\\n",
       "70                                       NaN   \n",
       "71                                       NaN   \n",
       "103                                      NaN   \n",
       "110                                      NaN   \n",
       "19                                       NaN   \n",
       "106                                      NaN   \n",
       "88                                       NaN   \n",
       "12                                       NaN   \n",
       "3                                        NaN   \n",
       "8                                        NaN   \n",
       "10                                       NaN   \n",
       "49                                       NaN   \n",
       "11                                       NaN   \n",
       "5                                        NaN   \n",
       "37                                       NaN   \n",
       "109                                      NaN   \n",
       "89                                       NaN   \n",
       "9                                        NaN   \n",
       "32                                       NaN   \n",
       "112                                      NaN   \n",
       "83                                       NaN   \n",
       "111                                      NaN   \n",
       "88                                       NaN   \n",
       "25                                       NaN   \n",
       "113                                      NaN   \n",
       "97                                       NaN   \n",
       "85                                       NaN   \n",
       "44                                       NaN   \n",
       "26                                       NaN   \n",
       "77                                       NaN   \n",
       "..                                       ...   \n",
       "59                                       NaN   \n",
       "62                                       NaN   \n",
       "63                                       NaN   \n",
       "69                                       NaN   \n",
       "72                                       NaN   \n",
       "80                                       NaN   \n",
       "92                                       NaN   \n",
       "93                                       NaN   \n",
       "94                                       NaN   \n",
       "95                                       NaN   \n",
       "96                                       NaN   \n",
       "97                                       NaN   \n",
       "116                                      NaN   \n",
       "124                                      NaN   \n",
       "125                                      NaN   \n",
       "126                                      NaN   \n",
       "127                                      NaN   \n",
       "128                                      NaN   \n",
       "129                                      NaN   \n",
       "130                                      NaN   \n",
       "131                                      NaN   \n",
       "132                                      NaN   \n",
       "133                                      NaN   \n",
       "134                                      NaN   \n",
       "135                                      NaN   \n",
       "136                                      NaN   \n",
       "137                                      NaN   \n",
       "138                                      NaN   \n",
       "139                                      NaN   \n",
       "140                                      NaN   \n",
       "\n",
       "    Electronic Toll Collection System? 4/ No  \\\n",
       "70                                         X   \n",
       "71                                         X   \n",
       "103                                      NaN   \n",
       "110                                      NaN   \n",
       "19                                       NaN   \n",
       "106                                      NaN   \n",
       "88                                       NaN   \n",
       "12                                         X   \n",
       "3                                        NaN   \n",
       "8                                        NaN   \n",
       "10                                       NaN   \n",
       "49                                       NaN   \n",
       "11                                       NaN   \n",
       "5                                        NaN   \n",
       "37                                       NaN   \n",
       "109                                      NaN   \n",
       "89                                       NaN   \n",
       "9                                        NaN   \n",
       "32                                       NaN   \n",
       "112                                      NaN   \n",
       "83                                       NaN   \n",
       "111                                      NaN   \n",
       "88                                       NaN   \n",
       "25                                       NaN   \n",
       "113                                      NaN   \n",
       "97                                       NaN   \n",
       "85                                       NaN   \n",
       "44                                       NaN   \n",
       "26                                       NaN   \n",
       "77                                       NaN   \n",
       "..                                       ...   \n",
       "59                                       NaN   \n",
       "62                                       NaN   \n",
       "63                                         X   \n",
       "69                                         X   \n",
       "72                                       NaN   \n",
       "80                                         X   \n",
       "92                                       NaN   \n",
       "93                                       NaN   \n",
       "94                                       NaN   \n",
       "95                                       NaN   \n",
       "96                                       NaN   \n",
       "97                                       NaN   \n",
       "116                                      NaN   \n",
       "124                                      NaN   \n",
       "125                                      NaN   \n",
       "126                                      NaN   \n",
       "127                                        X   \n",
       "128                                        X   \n",
       "129                                        X   \n",
       "130                                        X   \n",
       "131                                      NaN   \n",
       "132                                      NaN   \n",
       "133                                      NaN   \n",
       "134                                      NaN   \n",
       "135                                      NaN   \n",
       "136                                      NaN   \n",
       "137                                      NaN   \n",
       "138                                      NaN   \n",
       "139                                      NaN   \n",
       "140                                      NaN   \n",
       "\n",
       "                   Federal Authority Source  \\\n",
       "70   None (not a Federal-aid toll facility)   \n",
       "71   None (not a Federal-aid toll facility)   \n",
       "103  None (not a Federal-aid toll facility)   \n",
       "110  None (not a Federal-aid toll facility)   \n",
       "19   None (not a Federal-aid toll facility)   \n",
       "106             Section 166 (HOV/HOT lanes)   \n",
       "88   None (not a Federal-aid toll facility)   \n",
       "12   None (not a Federal-aid toll facility)   \n",
       "3    None (not a Federal-aid toll facility)   \n",
       "8               Section 166 (HOV/HOT lanes)   \n",
       "10   None (not a Federal-aid toll facility)   \n",
       "49        Section 129 (General Toll Progam)   \n",
       "11   None (not a Federal-aid toll facility)   \n",
       "5    None (not a Federal-aid toll facility)   \n",
       "37        Section 129 (General Toll Progam)   \n",
       "109       Section 129 (General Toll Progam)   \n",
       "89   None (not a Federal-aid toll facility)   \n",
       "9    None (not a Federal-aid toll facility)   \n",
       "32   None (not a Federal-aid toll facility)   \n",
       "112  None (not a Federal-aid toll facility)   \n",
       "83   None (not a Federal-aid toll facility)   \n",
       "111  None (not a Federal-aid toll facility)   \n",
       "88   None (not a Federal-aid toll facility)   \n",
       "25        Section 129 (General Toll Progam)   \n",
       "113  None (not a Federal-aid toll facility)   \n",
       "97   None (not a Federal-aid toll facility)   \n",
       "85   None (not a Federal-aid toll facility)   \n",
       "44   None (not a Federal-aid toll facility)   \n",
       "26   None (not a Federal-aid toll facility)   \n",
       "77   None (not a Federal-aid toll facility)   \n",
       "..                                      ...   \n",
       "59   None (not a Federal-aid toll facility)   \n",
       "62   None (not a Federal-aid toll facility)   \n",
       "63   None (not a Federal-aid toll facility)   \n",
       "69   None (not a Federal-aid toll facility)   \n",
       "72        Section 129 (General Toll Progam)   \n",
       "80   None (not a Federal-aid toll facility)   \n",
       "92   None (not a Federal-aid toll facility)   \n",
       "93   None (not a Federal-aid toll facility)   \n",
       "94   None (not a Federal-aid toll facility)   \n",
       "95   None (not a Federal-aid toll facility)   \n",
       "96   None (not a Federal-aid toll facility)   \n",
       "97   None (not a Federal-aid toll facility)   \n",
       "116  None (not a Federal-aid toll facility)   \n",
       "124             Section 166 (HOV/HOT lanes)   \n",
       "125             Section 166 (HOV/HOT lanes)   \n",
       "126             Section 166 (HOV/HOT lanes)   \n",
       "127  None (not a Federal-aid toll facility)   \n",
       "128  None (not a Federal-aid toll facility)   \n",
       "129  None (not a Federal-aid toll facility)   \n",
       "130  None (not a Federal-aid toll facility)   \n",
       "131  None (not a Federal-aid toll facility)   \n",
       "132  None (not a Federal-aid toll facility)   \n",
       "133  None (not a Federal-aid toll facility)   \n",
       "134  None (not a Federal-aid toll facility)   \n",
       "135  None (not a Federal-aid toll facility)   \n",
       "136  None (not a Federal-aid toll facility)   \n",
       "137  None (not a Federal-aid toll facility)   \n",
       "138  None (not a Federal-aid toll facility)   \n",
       "139       Section 129 (General Toll Progam)   \n",
       "140  None (not a Federal-aid toll facility)   \n",
       "\n",
       "                                              Fee Type  \\\n",
       "70   Fixed: Rate does not vary by time of day or tr...   \n",
       "71   Fixed: Rate does not vary by time of day or tr...   \n",
       "103  Fixed: Rate does not vary by time of day or tr...   \n",
       "110  Fixed: Rate does not vary by time of day or tr...   \n",
       "19   Fixed Variable: Rate varies by time of day  ba...   \n",
       "106  Dynamic Variable: Rate varies based on current...   \n",
       "88   Fixed: Rate does not vary by time of day or tr...   \n",
       "12   Fixed: Rate does not vary by time of day or tr...   \n",
       "3    Fixed: Rate does not vary by time of day or tr...   \n",
       "8    Fixed Variable: Rate varies by time of day  ba...   \n",
       "10   Fixed: Rate does not vary by time of day or tr...   \n",
       "49   Fixed Variable: Rate varies by time of day  ba...   \n",
       "11   Fixed: Rate does not vary by time of day or tr...   \n",
       "5    Fixed Variable: Rate varies by time of day  ba...   \n",
       "37   Fixed: Rate does not vary by time of day or tr...   \n",
       "109  Fixed: Rate does not vary by time of day or tr...   \n",
       "89   Fixed: Rate does not vary by time of day or tr...   \n",
       "9    Fixed: Rate does not vary by time of day or tr...   \n",
       "32   Fixed: Rate does not vary by time of day or tr...   \n",
       "112  Fixed: Rate does not vary by time of day or tr...   \n",
       "83   Fixed: Rate does not vary by time of day or tr...   \n",
       "111  Fixed: Rate does not vary by time of day or tr...   \n",
       "88   Fixed: Rate does not vary by time of day or tr...   \n",
       "25   Fixed: Rate does not vary by time of day or tr...   \n",
       "113  Fixed: Rate does not vary by time of day or tr...   \n",
       "97   Fixed: Rate does not vary by time of day or tr...   \n",
       "85   Fixed: Rate does not vary by time of day or tr...   \n",
       "44   Fixed: Rate does not vary by time of day or tr...   \n",
       "26   Fixed: Rate does not vary by time of day or tr...   \n",
       "77   Fixed: Rate does not vary by time of day or tr...   \n",
       "..                                                 ...   \n",
       "59                                                 NaN   \n",
       "62                                                 NaN   \n",
       "63                                                 NaN   \n",
       "69                                                 NaN   \n",
       "72   Fixed: Rate does not vary by time of day or tr...   \n",
       "80                                                 NaN   \n",
       "92   Fixed: Rate does not vary by time of day or tr...   \n",
       "93   Fixed: Rate does not vary by time of day or tr...   \n",
       "94   Fixed: Rate does not vary by time of day or tr...   \n",
       "95   Fixed: Rate does not vary by time of day or tr...   \n",
       "96   Fixed: Rate does not vary by time of day or tr...   \n",
       "97   Fixed: Rate does not vary by time of day or tr...   \n",
       "116  Fixed Variable: Rate varies by time of day  ba...   \n",
       "124  Fixed Variable: Rate varies by time of day  ba...   \n",
       "125  Fixed Variable: Rate varies by time of day  ba...   \n",
       "126  Fixed Variable: Rate varies by time of day  ba...   \n",
       "127  Fixed: Rate does not vary by time of day or tr...   \n",
       "128                                                NaN   \n",
       "129                                                NaN   \n",
       "130                                                NaN   \n",
       "131  Fixed: Rate does not vary by time of day or tr...   \n",
       "132  Fixed: Rate does not vary by time of day or tr...   \n",
       "133  Fixed: Rate does not vary by time of day or tr...   \n",
       "134  Fixed: Rate does not vary by time of day or tr...   \n",
       "135                                                NaN   \n",
       "136  Fixed Variable: Rate varies by time of day  ba...   \n",
       "137  Fixed Variable: Rate varies by time of day  ba...   \n",
       "138  Fixed: Rate does not vary by time of day or tr...   \n",
       "139  Fixed Variable: Rate varies by time of day  ba...   \n",
       "140  Dynamic Variable: Rate varies based on current...   \n",
       "\n",
       "                      Financing or Operating Authority  \\\n",
       "70              Olympic Regional Development Authority   \n",
       "71           Department of Environmental  Conservation   \n",
       "103                  Harris County Toll Road Authority   \n",
       "110                  Harris County Toll Road Authority   \n",
       "19                      Skyway Concession Company, LLC   \n",
       "106                       Capital Beltway Express, LLC   \n",
       "88    Puerto Rico Highway and Transportation Authority   \n",
       "12   City of Colorado Springs operates under a Term...   \n",
       "3                                    Alinda Roads, LLC   \n",
       "8                                 Plenary Roads Denver   \n",
       "10          Northwest Parkway Public Highway Authority   \n",
       "49                  MD Transportation Authority (MDTA)   \n",
       "11                      E-470 Public Highway Authority   \n",
       "5               Orange County Transportation Authority   \n",
       "37                        Miami-Dade Expway Auth (MDX)   \n",
       "109                 Texas Department of Transportation   \n",
       "89                                         Metropistas   \n",
       "9                                     DE Dept of Trans   \n",
       "32                     Orlando-Orange Cnty Expway Auth   \n",
       "112               Fort Bend County Toll Road Authority   \n",
       "83                              PA Turnpike Commission   \n",
       "111               Fort Bend County Toll Road Authority   \n",
       "88    Puerto Rico Highway and Transportation Authority   \n",
       "25                              FL Turnpike Enterprise   \n",
       "113        Fort Bend Grand Parkway Toll Road Authority   \n",
       "97                          Connector 2000 Association   \n",
       "85                                         Metropistas   \n",
       "44   Orlando-Orange Cnty Expway Auth (& FL Dept of ...   \n",
       "26   Orlando-Orange Cnty Expway Auth (& FL Dept of ...   \n",
       "77    Puerto Rico Highway and Transportation Authority   \n",
       "..                                                 ...   \n",
       "59                         Mt. Washington Summit Rd Co   \n",
       "62                                      NJ Trnpke Auth   \n",
       "63                                      NJ Trnpke Auth   \n",
       "69                          NY State Thruway Authority   \n",
       "72                   North Carolina Turnpike Authority   \n",
       "80                           Vacation Charters Limited   \n",
       "92                   Harris County Toll Road Authority   \n",
       "93                   Harris County Toll Road Authority   \n",
       "94                   Harris County Toll Road Authority   \n",
       "95                   Harris County Toll Road Authority   \n",
       "96                   Harris County Toll Road Authority   \n",
       "97                   Harris County Toll Road Authority   \n",
       "116                 Texas Department of Transportation   \n",
       "124    Metropolitan Transit Authority of Harris County   \n",
       "125    Metropolitan Transit Authority of Harris County   \n",
       "126    Metropolitan Transit Authority of Harris County   \n",
       "127                               Adams Avenue Parkway   \n",
       "128                    Dr. Joe G. Davidson; Manchester   \n",
       "129                             Mt. Mansfield Co, Inc.   \n",
       "130                         Burke Mtn Recreation, Inc.   \n",
       "131              Virginia Department of Transportation   \n",
       "132                    Richmond Metropolitan Authority   \n",
       "133                    Richmond Metropolitan Authority   \n",
       "134              Virginia Department of Transportation   \n",
       "135       Toll Road Investors Partnership II (TRIP II)   \n",
       "136       Toll Road Investors Partnership II (TRIP II)   \n",
       "137       Toll Road Investors Partnership II (TRIP II)   \n",
       "138                                 City of Chesapeake   \n",
       "139                                 DBI Services, Inc.   \n",
       "140      Washington State Department of Transportation   \n",
       "\n",
       "                                                From  \\\n",
       "70                                        Wilmington   \n",
       "71                                       US 9 (gate)   \n",
       "103                    Sam Houston Tollway Southwest   \n",
       "110                                   Hardy Tollroad   \n",
       "19                                   I-94 in Chicago   \n",
       "106                               Old Dominion Drive   \n",
       "88                                   PR-1 (Guaynabo)   \n",
       "12   Town of Cascade, US 24 west of Colorado Springs   \n",
       "3                                   AL 59 (in Foley)   \n",
       "8                          20th Ave, downtown Denver   \n",
       "10                      I-25, MP 228 in North Denver   \n",
       "49                                             I-370   \n",
       "11                      I-25 & C-470; Douglas County   \n",
       "5                       Orange/Riverside County Line   \n",
       "37                                              I-95   \n",
       "109                                      Parmer Lane   \n",
       "89                                            PR-199   \n",
       "9                                      Maryland Line   \n",
       "32                          SR 429 (Western Beltway)   \n",
       "112                                             BW 8   \n",
       "83                                    US 40 (MP M30)   \n",
       "111                                          FM 1464   \n",
       "88                                             PR-52   \n",
       "25                        FL Trnpke MP 47 in Mirahar   \n",
       "113                                            US 59   \n",
       "97                                     I-385/ US 276   \n",
       "85          PR-866, San Juan West Urbanized Boundary   \n",
       "44                     Orlando International Airport   \n",
       "26                            FL Trnpke (SR 50 West)   \n",
       "77                                            PR-184   \n",
       "..                                               ...   \n",
       "59                       NH Route 16 in Greens Grant   \n",
       "62                                              I-95   \n",
       "63                                          Montvale   \n",
       "69                                   New Jersey Line   \n",
       "72            I-40/NC 147 interchange, Durham County   \n",
       "80                                      Lake Harmony   \n",
       "92                                              SH 3   \n",
       "93                                           US 59 S   \n",
       "94                                           US 59 S   \n",
       "95                                            SH 288   \n",
       "96                                           IH 45 N   \n",
       "97                                          IH 610 W   \n",
       "116                                    SH 121/SH 114   \n",
       "124                         Smith Street on Spur 527   \n",
       "125                                        Frankllin   \n",
       "126                         Northwest Transit Center   \n",
       "127                                   I-84 (Exit 85)   \n",
       "128                               SR 7A - Sunderland   \n",
       "129                                           SR 108   \n",
       "130                                             TH 7   \n",
       "131                               Chippenham Parkway   \n",
       "132                   Chippenham Parkway (Route 150)   \n",
       "133                                    Interstate 95   \n",
       "134                                    Interstate 66   \n",
       "135            Route 7 & Route 15 Bypass at Leesburg   \n",
       "136                                     ECL Leesburg   \n",
       "137                   Route 659 - Belmont Ridge Road   \n",
       "138                                Hillcrest Parkway   \n",
       "139                   Route 150 (Chippenham Parkway)   \n",
       "140                                       Auburn, WA   \n",
       "\n",
       "                         Functional  Classification 2/       ...        \\\n",
       "70                                     Minor Collector       ...         \n",
       "71                                               local       ...         \n",
       "103  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "110  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "19                                                 NaN       ...         \n",
       "106                                                NaN       ...         \n",
       "88   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "12                                               local       ...         \n",
       "3                                       Minor Arterial       ...         \n",
       "8                                                  NaN       ...         \n",
       "10   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "49   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "11   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "5    Principal Arterial - Other Freeways and Expres...       ...         \n",
       "37   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "109  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "89   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "9                                                  NaN       ...         \n",
       "32   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "112  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "83   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "111  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "88                                                 NaN       ...         \n",
       "25   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "113  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "97                                                 NaN       ...         \n",
       "85                                                 NaN       ...         \n",
       "44                                      Minor Arterial       ...         \n",
       "26   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "77                                                 NaN       ...         \n",
       "..                                                 ...       ...         \n",
       "59                                                 NaN       ...         \n",
       "62   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "63                          Principal Arterial - Other       ...         \n",
       "69   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "72   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "80                                               local       ...         \n",
       "92                          Principal Arterial - Other       ...         \n",
       "93                          Principal Arterial - Other       ...         \n",
       "94                          Principal Arterial - Other       ...         \n",
       "95                          Principal Arterial - Other       ...         \n",
       "96                          Principal Arterial - Other       ...         \n",
       "97   Principal Arterial - Other Freeways and Expres...       ...         \n",
       "116  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "124  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "125  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "126  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "127                                     Minor Arterial       ...         \n",
       "128                                              local       ...         \n",
       "129                                              local       ...         \n",
       "130                                              local       ...         \n",
       "131  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "132  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "133  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "134  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "135  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "136                         Principal Arterial - Other       ...         \n",
       "137  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "138  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "139  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "140  Principal Arterial - Other Freeways and Expres...       ...         \n",
       "\n",
       "                                                 To  \\\n",
       "70                               Whiteface Mountain   \n",
       "71                         Top of Prospect Mountain   \n",
       "103                                          US 90A   \n",
       "110                                        JFK Blvd   \n",
       "19                                Indiana Stateline   \n",
       "106                                            I-95   \n",
       "88                         PR-199 Access (Guaynabo)   \n",
       "12   Top of Pikes Peak Mountain -14, 110' elevation   \n",
       "3                          AL 180 (in Orange Beach)   \n",
       "8                            US 36 and Kalamath St.   \n",
       "10              96th Street (in City of Broomfield)   \n",
       "49                                        I-95/US 1   \n",
       "11           I-25 & Northwest Parkway; Adams County   \n",
       "5                                        Highway 55   \n",
       "37                              Lejeune Rd (SR 953)   \n",
       "109                                           SH 45   \n",
       "89                                           PR-174   \n",
       "9                                            SR 141   \n",
       "32                                     US 441 South   \n",
       "112                                  Sienna Parkway   \n",
       "83                                  I-70 (MP M35.6)   \n",
       "111                                           GP 99   \n",
       "88                                           PR-713   \n",
       "25                                  US 1 in FL City   \n",
       "113                                           IH 10   \n",
       "97                                             I-85   \n",
       "85              PR-659, Dorado East Municipal Limit   \n",
       "44                                           SR 551   \n",
       "26                        SR 50 East Colonial Drive   \n",
       "77                   PR-1, Caguas South Urban Limit   \n",
       "..                                              ...   \n",
       "59        Mt Washington Summit in Sargents Purchase   \n",
       "62                                             SR 3   \n",
       "63                                         Cape May   \n",
       "69                                    Spring Valley   \n",
       "72                               I-540, Wake County   \n",
       "80                                           PA 940   \n",
       "92                                           SH 225   \n",
       "93                                          IH 45 N   \n",
       "94                                           SH 288   \n",
       "95                                          IH 45 S   \n",
       "96                                         IH 610 N   \n",
       "97                            Fort Bend County Line   \n",
       "116                       DFW International Airport   \n",
       "124                                      W. Airport   \n",
       "125                                        Loop 494   \n",
       "126                                 East of FM 1960   \n",
       "127                                      5900 South   \n",
       "128                                     Mt. Equinox   \n",
       "129                                   Mt. Mansfield   \n",
       "130                                       Burke Mtn   \n",
       "131                                       Route 288   \n",
       "132                                  Interstate 195   \n",
       "133                                   Meadow Street   \n",
       "134         Route 28 (Dulles International Airport)   \n",
       "135                                    ECL Leesburg   \n",
       "136                  Route 659 - Belmont Ridge Road   \n",
       "137                    Route 28 (at Dulles Airport)   \n",
       "138                                   Gallbush Road   \n",
       "139                                  Interstate 295   \n",
       "140                                      Renton, WA   \n",
       "\n",
       "    Toll Collection One-Way (N,S,E,W)  \\\n",
       "70                                NaN   \n",
       "71                                NaN   \n",
       "103                               NaN   \n",
       "110                               NaN   \n",
       "19                                NaN   \n",
       "106                               NaN   \n",
       "88                                  N   \n",
       "12                        W or UP :-)   \n",
       "3                                 NaN   \n",
       "8                                 NaN   \n",
       "10                                NaN   \n",
       "49                                NaN   \n",
       "11                                NaN   \n",
       "5                                 NaN   \n",
       "37                                  W   \n",
       "109                               NaN   \n",
       "89                                  N   \n",
       "9                                       \n",
       "32                                NaN   \n",
       "112                               NaN   \n",
       "83                                NaN   \n",
       "111                               NaN   \n",
       "88                                  S   \n",
       "25                                NaN   \n",
       "113                               NaN   \n",
       "97                                NaN   \n",
       "85                                  S   \n",
       "44                                NaN   \n",
       "26                                NaN   \n",
       "77                                  S   \n",
       "..                                ...   \n",
       "59                                NaN   \n",
       "62                                  E   \n",
       "63                                NaN   \n",
       "69                                NaN   \n",
       "72                                NaN   \n",
       "80                                NaN   \n",
       "92                                NaN   \n",
       "93                                NaN   \n",
       "94                                NaN   \n",
       "95                                NaN   \n",
       "96                                NaN   \n",
       "97                                NaN   \n",
       "116                               NaN   \n",
       "124                        Reversible   \n",
       "125                        Reversible   \n",
       "126                        Reversible   \n",
       "127                               NaN   \n",
       "128                                 N   \n",
       "129                                 N   \n",
       "130                                 S   \n",
       "131                               NaN   \n",
       "132                               NaN   \n",
       "133                               NaN   \n",
       "134                               NaN   \n",
       "135                               NaN   \n",
       "136                               NaN   \n",
       "137                               NaN   \n",
       "138                               NaN   \n",
       "139                               NaN   \n",
       "140                               NaN   \n",
       "\n",
       "                                              Yes/Kind  \\\n",
       "70                                                 NaN   \n",
       "71                                                 NaN   \n",
       "103                         Automatic Vehicle ID (AVI)   \n",
       "110                         Automatic Vehicle ID (AVI)   \n",
       "19   I-Pass/E-Zpass/I-Zoom (Indiana Toll Road Trans...   \n",
       "106                                            E-ZPass   \n",
       "88                  Radio Frecuency ID (Auto Expresso)   \n",
       "12                                               Booth   \n",
       "3                                             Infrared   \n",
       "8            Express Toll and License Plate Toll (LPT)   \n",
       "10                                 Go Pass AVI and LPT   \n",
       "49                                             E-ZPass   \n",
       "11           EXpress Toll and Liecnse Plate Toll (LPT)   \n",
       "5                               FASTRAK/Title 21/Tiris   \n",
       "37                       SunPass, EPass, OPass, LeeWay   \n",
       "109  All Electronic AVI with pay by mail video tolling   \n",
       "89           Radio Frequency ID (Auto Expreso) 2 lanes   \n",
       "9                                              E-ZPass   \n",
       "32                       SunPass, EPass, OPass, LeeWay   \n",
       "112                         Automatic Vehicle ID (AVI)   \n",
       "83                                             E-ZPass   \n",
       "111                         Automatic Vehicle ID (AVI)   \n",
       "88                  Radio Frecuency ID (Auto Expresso)   \n",
       "25                       SunPass, EPass, OPass, LeeWay   \n",
       "113                         Automatic Vehicle ID (AVI)   \n",
       "97                         Palmetto Pass (transponder)   \n",
       "85           Radio Frequency ID (Auto Expreso) 2 lanes   \n",
       "44                       SunPass, EPass, OPass, LeeWay   \n",
       "26                       SunPass, EPass, OPass, LeeWay   \n",
       "77            Radio Frequency ID (Auto Expreso) 1 lane   \n",
       "..                                                 ...   \n",
       "59                                                 NaN   \n",
       "62                                             E-ZPass   \n",
       "63                                                 NaN   \n",
       "69                                                 NaN   \n",
       "72                                                 ETC   \n",
       "80                                                 NaN   \n",
       "92                          Automatic Vehicle ID (AVI)   \n",
       "93                          Automatic Vehicle ID (AVI)   \n",
       "94                          Automatic Vehicle ID (AVI)   \n",
       "95                          Automatic Vehicle ID (AVI)   \n",
       "96                          Automatic Vehicle ID (AVI)   \n",
       "97                          Automatic Vehicle ID (AVI)   \n",
       "116  All Electronic AVI with pay by mail video tolling   \n",
       "124                             EZ Tag, METRO Toll Tag   \n",
       "125                             EZ Tag, METRO Toll Tag   \n",
       "126                             EZ Tag, METRO Toll Tag   \n",
       "127                                                NaN   \n",
       "128                                                NaN   \n",
       "129                                                NaN   \n",
       "130                                                NaN   \n",
       "131               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "132               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "133               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "134               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "135                                                NaN   \n",
       "136               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "137               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "138               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "139               Automatic Vehicle ID (AVI) - E-ZPass   \n",
       "140            Automatic Vehicle ID (AVI) - Good To Go   \n",
       "\n",
       "     num_Average Passenger Vehicle Cost per Vehicle-Mile  \\\n",
       "70                                                2.20     \n",
       "71                                                1.69     \n",
       "103                                               0.63     \n",
       "110                                               0.53     \n",
       "19                                                0.51     \n",
       "106                                               0.50     \n",
       "88                                                0.47     \n",
       "12                                                0.39     \n",
       "3                                                 0.39     \n",
       "8                                                 0.37     \n",
       "10                                                0.36     \n",
       "49                                                0.31     \n",
       "11                                                0.29     \n",
       "5                                                 0.28     \n",
       "37                                                0.26     \n",
       "109                                               0.26     \n",
       "89                                                0.25     \n",
       "9                                                 0.23     \n",
       "32                                                0.23     \n",
       "112                                               0.23     \n",
       "83                                                0.22     \n",
       "111                                               0.21     \n",
       "88                                                0.21     \n",
       "25                                                0.20     \n",
       "113                                               0.20     \n",
       "97                                                0.19     \n",
       "85                                                0.19     \n",
       "44                                                0.19     \n",
       "26                                                0.19     \n",
       "77                                                0.18     \n",
       "..                                                 ...     \n",
       "59                                                 NaN     \n",
       "62                                                 NaN     \n",
       "63                                                 NaN     \n",
       "69                                                 NaN     \n",
       "72                                                 NaN     \n",
       "80                                                 NaN     \n",
       "92                                                 NaN     \n",
       "93                                                 NaN     \n",
       "94                                                 NaN     \n",
       "95                                                 NaN     \n",
       "96                                                 NaN     \n",
       "97                                                 NaN     \n",
       "116                                                NaN     \n",
       "124                                                NaN     \n",
       "125                                                NaN     \n",
       "126                                                NaN     \n",
       "127                                                NaN     \n",
       "128                                                NaN     \n",
       "129                                                NaN     \n",
       "130                                                NaN     \n",
       "131                                                NaN     \n",
       "132                                                NaN     \n",
       "133                                                NaN     \n",
       "134                                                NaN     \n",
       "135                                                NaN     \n",
       "136                                                NaN     \n",
       "137                                                NaN     \n",
       "138                                                NaN     \n",
       "139                                                NaN     \n",
       "140                                                NaN     \n",
       "\n",
       "    num_Average Truck Cost per Vehicle-Mile num_Maximum Passenger Vehicle Fee  \\\n",
       "70                                      NaN                             11.00   \n",
       "71                                      NaN                             10.00   \n",
       "103                                    2.69                              1.75   \n",
       "110                                    2.60                              1.25   \n",
       "19                                     3.00                              4.00   \n",
       "106                                     NaN                               NaN   \n",
       "88                                     0.34                              0.75   \n",
       "12                                     0.39                             40.00   \n",
       "3                                      0.39                              7.50   \n",
       "8                                       NaN                              4.65   \n",
       "10                                      NaN                              3.60   \n",
       "49                                     1.70                              6.60   \n",
       "11                                      NaN                             13.50   \n",
       "5                                       NaN                             12.70   \n",
       "37                                     1.08                              1.25   \n",
       "109                                    0.78                              1.41   \n",
       "89                                     0.99                              0.50   \n",
       "9                                      0.28                              4.00   \n",
       "32                                     0.44                              1.00   \n",
       "112                                    1.45                              2.40   \n",
       "83                                     0.58                              1.60   \n",
       "111                                    1.08                              1.60   \n",
       "88                                     0.62                              1.00   \n",
       "25                                     0.20                              4.75   \n",
       "113                                    1.02                              3.50   \n",
       "97                                     0.40                              3.00   \n",
       "85                                     0.55                              1.00   \n",
       "44                                     0.19                              0.50   \n",
       "26                                     0.37                              3.50   \n",
       "77                                     0.52                              1.00   \n",
       "..                                      ...                               ...   \n",
       "59                                      NaN                             28.00   \n",
       "62                                      NaN                               NaN   \n",
       "63                                      NaN                               NaN   \n",
       "69                                      NaN                               NaN   \n",
       "72                                      NaN                               NaN   \n",
       "80                                      NaN                               NaN   \n",
       "92                                      NaN                              1.75   \n",
       "93                                      NaN                              1.75   \n",
       "94                                      NaN                              1.75   \n",
       "95                                      NaN                              1.75   \n",
       "96                                      NaN                              1.75   \n",
       "97                                      NaN                              1.45   \n",
       "116                                     NaN                              6.56   \n",
       "124                                     NaN                              6.50   \n",
       "125                                     NaN                              4.50   \n",
       "126                                     NaN                              7.00   \n",
       "127                                     NaN                               NaN   \n",
       "128                                     NaN                               NaN   \n",
       "129                                     NaN                               NaN   \n",
       "130                                     NaN                               NaN   \n",
       "131                                     NaN                              0.75   \n",
       "132                                     NaN                              0.70   \n",
       "133                                     NaN                              0.70   \n",
       "134                                     NaN                              2.50   \n",
       "135                                     NaN                               NaN   \n",
       "136                                     NaN                              4.50   \n",
       "137                                     NaN                              5.20   \n",
       "138                                     NaN                              6.00   \n",
       "139                                     NaN                              3.25   \n",
       "140                                     NaN                              0.50   \n",
       "\n",
       "    num_Maximum Truck Fee num_Minimum Passenger Vehicle Fee  \\\n",
       "70                    NaN                             11.00   \n",
       "71                    NaN                             10.00   \n",
       "103                  8.75                              1.45   \n",
       "110                  6.25                              1.15   \n",
       "19                  29.40                              4.00   \n",
       "106                   NaN                              0.50   \n",
       "88                   2.75                              0.75   \n",
       "12                  40.00                             10.00   \n",
       "3                    7.50                              3.50   \n",
       "8                   24.98                              0.70   \n",
       "10                    NaN                              3.60   \n",
       "49                  47.90                              4.40   \n",
       "11                    NaN                             13.50   \n",
       "5                     NaN                              1.45   \n",
       "37                   5.00                              1.00   \n",
       "109                  2.82                              0.70   \n",
       "89                   3.50                              0.50   \n",
       "9                   11.00                               NaN   \n",
       "32                   2.50                              0.25   \n",
       "112                  9.60                              1.80   \n",
       "83                   7.30                              1.04   \n",
       "111                  6.80                              1.30   \n",
       "88                   4.50                              1.00   \n",
       "25                  23.75                              3.75   \n",
       "113                 13.30                              2.45   \n",
       "97                  12.00                              0.75   \n",
       "85                   4.50                              1.00   \n",
       "44                   0.50                              0.50   \n",
       "26                   9.00                              0.25   \n",
       "77                   4.50                              1.00   \n",
       "..                    ...                               ...   \n",
       "59                    NaN                             28.00   \n",
       "62                    NaN                               NaN   \n",
       "63                    NaN                               NaN   \n",
       "69                    NaN                               NaN   \n",
       "72                    NaN                               NaN   \n",
       "80                    NaN                               NaN   \n",
       "92                   8.75                              1.45   \n",
       "93                   8.75                              1.45   \n",
       "94                   8.75                              1.45   \n",
       "95                   8.75                              1.45   \n",
       "96                   8.75                              1.45   \n",
       "97                   8.75                              1.45   \n",
       "116                 17.25                              0.70   \n",
       "124                   NaN                              1.00   \n",
       "125                   NaN                              1.00   \n",
       "126                   NaN                              1.00   \n",
       "127                   NaN                              1.00   \n",
       "128                   NaN                               NaN   \n",
       "129                   NaN                               NaN   \n",
       "130                   NaN                               NaN   \n",
       "131                  1.50                              0.25   \n",
       "132                  1.00                              0.70   \n",
       "133                  1.00                              0.70   \n",
       "134                  8.75                              1.00   \n",
       "135                   NaN                               NaN   \n",
       "136                 15.85                              2.70   \n",
       "137                 18.25                              3.15   \n",
       "138                  7.00                              3.00   \n",
       "139                  7.25                              2.75   \n",
       "140                   NaN                              9.00   \n",
       "\n",
       "    num_Minimum Truck Fee     spreadsheet  \n",
       "70                    NaN  non-interstate  \n",
       "71                    NaN  non-interstate  \n",
       "103                  3.50  non-interstate  \n",
       "110                  2.75  non-interstate  \n",
       "19                  16.00      interstate  \n",
       "106                   NaN      interstate  \n",
       "88                   0.75  non-interstate  \n",
       "12                  10.00  non-interstate  \n",
       "3                    3.50  non-interstate  \n",
       "8                   18.70      interstate  \n",
       "10                    NaN  non-interstate  \n",
       "49                  13.15  non-interstate  \n",
       "11                    NaN  non-interstate  \n",
       "5                     NaN  non-interstate  \n",
       "37                   2.00  non-interstate  \n",
       "109                  1.40  non-interstate  \n",
       "89                   0.50  non-interstate  \n",
       "9                    6.00      interstate  \n",
       "32                   0.25  non-interstate  \n",
       "112                  9.00  non-interstate  \n",
       "83                   1.04  non-interstate  \n",
       "111                  6.50  non-interstate  \n",
       "88                   1.00      interstate  \n",
       "25                   7.50  non-interstate  \n",
       "113                 12.25  non-interstate  \n",
       "97                   0.75      interstate  \n",
       "85                   1.00      interstate  \n",
       "44                   0.50  non-interstate  \n",
       "26                   0.25  non-interstate  \n",
       "77                   1.00      interstate  \n",
       "..                    ...             ...  \n",
       "59                    NaN  non-interstate  \n",
       "62                    NaN  non-interstate  \n",
       "63                    NaN  non-interstate  \n",
       "69                    NaN  non-interstate  \n",
       "72                    NaN  non-interstate  \n",
       "80                    NaN  non-interstate  \n",
       "92                   3.50  non-interstate  \n",
       "93                   3.50  non-interstate  \n",
       "94                   3.50  non-interstate  \n",
       "95                   3.50  non-interstate  \n",
       "96                   3.50  non-interstate  \n",
       "97                   3.50  non-interstate  \n",
       "116                  1.40  non-interstate  \n",
       "124                   NaN  non-interstate  \n",
       "125                   NaN  non-interstate  \n",
       "126                   NaN  non-interstate  \n",
       "127                  1.50  non-interstate  \n",
       "128                   NaN  non-interstate  \n",
       "129                   NaN  non-interstate  \n",
       "130                   NaN  non-interstate  \n",
       "131                  1.00  non-interstate  \n",
       "132                  0.80  non-interstate  \n",
       "133                  0.80  non-interstate  \n",
       "134                  5.00  non-interstate  \n",
       "135                   NaN  non-interstate  \n",
       "136                  5.45  non-interstate  \n",
       "137                  6.25  non-interstate  \n",
       "138                  4.00  non-interstate  \n",
       "139                  4.25  non-interstate  \n",
       "140                   NaN  non-interstate  \n",
       "\n",
       "[244 rows x 34 columns]"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "highway_df.sort_values(by=\"num_Average Passenger Vehicle Cost per Vehicle-Mile\",ascending=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.10000000000000001"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.nanmedian(highway_df[\"num_Average Passenger Vehicle Cost per Vehicle-Mile\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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