AccuracyAssessment.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Algorithm for Data Processing\n",
    "\n",
    "1. Start\n",
    "2. Read .csv file.\n",
    "3. Create separate files for each state.\n",
    "4. Is forecast year=year observed?\n",
    "5. If yes, go to step 6. If no, go to step 9.\n",
    "6. n=number of duplicates in Internal Project ID.\n",
    "If Internal Project ID is unavailable, find duplicates by some other method.\n",
    "7. New columns for Percentage Error.\n",
    "8. Percentage Error=1/n*(Forecast-Actual)/Forecast. END\n",
    "9. years=forecast year- year observed.\n",
    "10. growth rate= difference between two projections/number of years in between projections.\n",
    "11. adjusted forecast=forecast AADT X growth rate X years. Go to step 7.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [
    {
     "ename": "UnicodeDecodeError",
     "evalue": "'utf-8' codec can't decode byte 0x96 in position 68: invalid start byte",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mUnicodeDecodeError\u001b[0m                        Traceback (most recent call last)",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._convert_tokens (pandas\\_libs\\parsers.c:14858)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._convert_with_dtype (pandas\\_libs\\parsers.c:17119)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._string_convert (pandas\\_libs\\parsers.c:17347)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers._string_box_utf8 (pandas\\_libs\\parsers.c:23041)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;31mUnicodeDecodeError\u001b[0m: 'utf-8' codec can't decode byte 0x96 in position 68: invalid start byte",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mUnicodeDecodeError\u001b[0m                        Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-129-3d7fb1a1ca0a>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mflatdata\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"FlatData.csv\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mflatdata\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgroupby\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'State'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcount\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m#summary of the data available\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\io\\parsers.py\u001b[0m in \u001b[0;36mparser_f\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, escapechar, comment, encoding, dialect, tupleize_cols, error_bad_lines, warn_bad_lines, skipfooter, skip_footer, doublequote, delim_whitespace, as_recarray, compact_ints, use_unsigned, low_memory, buffer_lines, memory_map, float_precision)\u001b[0m\n\u001b[0;32m    653\u001b[0m                     skip_blank_lines=skip_blank_lines)\n\u001b[0;32m    654\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 655\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mkwds\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    656\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    657\u001b[0m     \u001b[0mparser_f\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__name__\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mname\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\io\\parsers.py\u001b[0m in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m    409\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    410\u001b[0m     \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 411\u001b[1;33m         \u001b[0mdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mparser\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnrows\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    412\u001b[0m     \u001b[1;32mfinally\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    413\u001b[0m         \u001b[0mparser\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclose\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\io\\parsers.py\u001b[0m in \u001b[0;36mread\u001b[1;34m(self, nrows)\u001b[0m\n\u001b[0;32m   1003\u001b[0m                 \u001b[1;32mraise\u001b[0m \u001b[0mValueError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'skipfooter not supported for iteration'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1004\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1005\u001b[1;33m         \u001b[0mret\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_engine\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnrows\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1006\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1007\u001b[0m         \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0moptions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'as_recarray'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32m~\\AppData\\Local\\Continuum\\anaconda3\\lib\\site-packages\\pandas\\io\\parsers.py\u001b[0m in \u001b[0;36mread\u001b[1;34m(self, nrows)\u001b[0m\n\u001b[0;32m   1746\u001b[0m     \u001b[1;32mdef\u001b[0m \u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnrows\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mNone\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1747\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1748\u001b[1;33m             \u001b[0mdata\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_reader\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnrows\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1749\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0mStopIteration\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1750\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_first_chunk\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader.read (pandas\\_libs\\parsers.c:10862)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._read_low_memory (pandas\\_libs\\parsers.c:11138)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._read_rows (pandas\\_libs\\parsers.c:12175)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._convert_column_data (pandas\\_libs\\parsers.c:14136)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._convert_tokens (pandas\\_libs\\parsers.c:14972)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._convert_with_dtype (pandas\\_libs\\parsers.c:17119)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers.TextReader._string_convert (pandas\\_libs\\parsers.c:17347)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;32mpandas/_libs/parsers.pyx\u001b[0m in \u001b[0;36mpandas._libs.parsers._string_box_utf8 (pandas\\_libs\\parsers.c:23041)\u001b[1;34m()\u001b[0m\n",
      "\u001b[1;31mUnicodeDecodeError\u001b[0m: 'utf-8' codec can't decode byte 0x96 in position 68: invalid start byte"
     ]
    }
   ],
   "source": [
    "flatdata=pd.read_csv(\"FlatData.csv\")\n",
    "flatdata.groupby('State').count() #summary of the data available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#cleaned.groupby('State').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    .dataframe thead th {\n",
       "        text-align: left;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-2-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>37190</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC7119.08</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2000</td>\n",
       "      <td>42310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-2-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>45190</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC7119.08</td>\n",
       "      <td>2</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>39760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-3-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>12920</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC3017.2</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2000</td>\n",
       "      <td>15780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-3-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>17390</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC3017.2</td>\n",
       "      <td>3</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>15630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-4-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>37820</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC7118.78</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2000</td>\n",
       "      <td>42450</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                      BriefDescription  Length_miles  FunctionalClass  \\\n",
       "0  IR71/US 30 interchange Modification           NaN              1.0   \n",
       "1  IR71/US 30 interchange Modification           NaN              1.0   \n",
       "2  IR71/US 30 interchange Modification           NaN              3.0   \n",
       "3  IR71/US 30 interchange Modification           NaN              3.0   \n",
       "4  IR71/US 30 interchange Modification           NaN              1.0   \n",
       "\n",
       "   ImprovementType  State InternalProjectID  \\\n",
       "0              NaN   41.0             11378   \n",
       "1              NaN   41.0             11378   \n",
       "2              NaN   41.0             11378   \n",
       "3              NaN   41.0             11378   \n",
       "4              NaN   41.0             11378   \n",
       "\n",
       "                main_ProjectInformation_ProjectID    County  TollType  \\\n",
       "0  41-2-11378-IR71/US 30 interchange Modification  Richland         1   \n",
       "1  41-2-11378-IR71/US 30 interchange Modification  Richland         1   \n",
       "2  41-3-11378-IR71/US 30 interchange Modification  Richland         1   \n",
       "3  41-3-11378-IR71/US 30 interchange Modification  Richland         1   \n",
       "4  41-4-11378-IR71/US 30 interchange Modification  Richland         1   \n",
       "\n",
       "   ForecastYear  TrafficForecast  ForecastYearType  YearForecastProduced  \\\n",
       "0        2000.0            37190               1.0                1994.0   \n",
       "1        2020.0            45190               3.0                1994.0   \n",
       "2        2000.0            12920               1.0                1994.0   \n",
       "3        2020.0            17390               3.0                1994.0   \n",
       "4        2000.0            37820               1.0                1994.0   \n",
       "\n",
       "  ForecastMethodology SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "0                   6     , , RIC7119.08                               2   \n",
       "1                   6     , , RIC7119.08                               2   \n",
       "2                   6      , , RIC3017.2                               3   \n",
       "3                   6      , , RIC3017.2                               3   \n",
       "4                   6     , , RIC7118.78                               4   \n",
       "\n",
       "   SegmentID  Year_ofObservation  Count  \n",
       "0        NaN                2000  42310  \n",
       "1        NaN                2008  39760  \n",
       "2        NaN                2000  15780  \n",
       "3        NaN                2008  15630  \n",
       "4        NaN                2000  42450  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "florida=flatdata[flatdata['State']==12]\n",
    "michigan=flatdata[flatdata['State']==27]\n",
    "minnesota=flatdata[flatdata['State']==28]\n",
    "wisconsin=flatdata[flatdata['State']==58]\n",
    "ohio=flatdata[flatdata['State']==41]\n",
    "ohio.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12.0</th>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41.0</th>\n",
       "      <td>1734</td>\n",
       "      <td>0</td>\n",
       "      <td>1736</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "      <td>0</td>\n",
       "      <td>1736</td>\n",
       "      <td>1736</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       BriefDescription  Length_miles  FunctionalClass  ImprovementType  \\\n",
       "State                                                                     \n",
       "12.0                143             0                0                0   \n",
       "41.0               1734             0             1736                0   \n",
       "\n",
       "       InternalProjectID  main_ProjectInformation_ProjectID  County  TollType  \\\n",
       "State                                                                           \n",
       "12.0                   0                                143     143       143   \n",
       "41.0                   0                               1736    1736      1736   \n",
       "\n",
       "       ForecastYear  TrafficForecast  ForecastYearType  YearForecastProduced  \\\n",
       "State                                                                          \n",
       "12.0            143              143               143                   143   \n",
       "41.0           1736             1736              1736                  1736   \n",
       "\n",
       "       ForecastMethodology  SegmentDescription  \\\n",
       "State                                            \n",
       "12.0                   143                 143   \n",
       "41.0                  1736                1736   \n",
       "\n",
       "       main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \n",
       "State                                                                        \n",
       "12.0                              143        143                 143    143  \n",
       "41.0                             1736          0                1736   1736  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#ohio[ohio['InternalProjectID'].isnull()]\n",
    "flatdata[flatdata['InternalProjectID'].isnull()].groupby('State').count()\n",
    "#flatdata[flatdata['Count'].isnull()].groupby('State').count()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The above describes the number of records in our database that don't have any Internal Project ID. We have to analyse these differently. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "#cleaned=ohio[ohio['ForecastYear']==ohio['Year_ofObservation']]\n",
    "#cleaned.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Looking at the Ohio dataset, we see that in the original excel worksheetthere is a column titled \"Physical Works COmpleted On\". If the Near Opening Year Count happens before this date, that means the count is taken when the project is not yet done. SO we have to exclude this value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
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       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "      <th>ImprovementType</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
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       "      <th>SegmentID</th>\n",
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       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
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       "      <td>, , RIC7119.08</td>\n",
       "      <td>2</td>\n",
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       "      <td>39760</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>41-3-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
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       "      <td>2020.0</td>\n",
       "      <td>17390</td>\n",
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       "      <td>1994.0</td>\n",
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       "      <td>, , RIC3017.2</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
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       "      <td>46060</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC7118.78</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>39290</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>IR71/US 30 interchange Modification</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11378</td>\n",
       "      <td>41-5-11378-IR71/US 30 interchange Modification</td>\n",
       "      <td>Richland</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>22090</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , RIC3016.87</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>18210</td>\n",
       "      <td>12.0</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>TUS-0036-15.730</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19055</td>\n",
       "      <td>41-6-19055-TUS-0036-15.730</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>11530</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS3615.73</td>\n",
       "      <td>6</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>8960</td>\n",
       "      <td>10.0</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>59970</td>\n",
       "      <td>14.0</td>\n",
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       "      <th>13</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>76040</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR9013.2</td>\n",
       "      <td>8</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>52020</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-9-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>73820</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR9015.65</td>\n",
       "      <td>9</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>53590</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
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       "      <td>Lorain</td>\n",
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       "      <td>10</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>45300</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-11-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>24320</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR5720.33</td>\n",
       "      <td>11</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>18020</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-12-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>20570</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR2541.14</td>\n",
       "      <td>12</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>16280</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-13-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>33470</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR2541.91</td>\n",
       "      <td>13</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>27460</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-14-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>9590</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR2542.28</td>\n",
       "      <td>14</td>\n",
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       "      <td>2008</td>\n",
       "      <td>10410</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-15-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>26260</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR30121.8</td>\n",
       "      <td>15</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>24350</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>LOR-0090-13.20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>11385</td>\n",
       "      <td>41-16-11385-LOR-0090-13.20</td>\n",
       "      <td>Lorain</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>14120</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LOR30122.33</td>\n",
       "      <td>16</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>9530</td>\n",
       "      <td>14.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>PIC-22-16.98</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>12769</td>\n",
       "      <td>41-17-12769-PIC-22-16.98</td>\n",
       "      <td>Pickaway</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>10930</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , PIC2216.98</td>\n",
       "      <td>17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>9210</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-18-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>30190</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS25014.64</td>\n",
       "      <td>18</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>19760</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-19-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>29380</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS25017.15</td>\n",
       "      <td>19</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>18370</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-20-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>12180</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS2591.21</td>\n",
       "      <td>20</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5940</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-21-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>13370</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS2591.38</td>\n",
       "      <td>21</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>9420</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-22-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>14800</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS2591.38</td>\n",
       "      <td>22</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>9420</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>TUS-0250-17.150</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>19578</td>\n",
       "      <td>41-23-19578-TUS-0250-17.150</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>5760</td>\n",
       "      <td>3.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS2590</td>\n",
       "      <td>23</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2430</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>BEL-70-3.45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>75086</td>\n",
       "      <td>41-24-75086-BEL-70-3.45</td>\n",
       "      <td>Belmont</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>27070</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , BEL703.45</td>\n",
       "      <td>24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2002</td>\n",
       "      <td>26700</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>BEL-70-3.45</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>75086</td>\n",
       "      <td>41-24-75086-BEL-70-3.45</td>\n",
       "      <td>Belmont</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>34380</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , BEL703.45</td>\n",
       "      <td>24</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008</td>\n",
       "      <td>28740</td>\n",
       "      <td>15.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>LUC-24-3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>25377</td>\n",
       "      <td>41-25-25377-LUC-24-3.60</td>\n",
       "      <td>Lucas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>18800</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LUC241.24</td>\n",
       "      <td>25</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>11210</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>LUC-24-3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>25377</td>\n",
       "      <td>41-26-25377-LUC-24-3.60</td>\n",
       "      <td>Lucas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>17690</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LUC243.6</td>\n",
       "      <td>26</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>10810</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>MRG-37-8.23</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>18473</td>\n",
       "      <td>41-27-18473-MRG-37-8.23</td>\n",
       "      <td>Morgan</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>6790</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , MRG378.23</td>\n",
       "      <td>27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2011</td>\n",
       "      <td>4090</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>LUC-24-3.60</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>25377</td>\n",
       "      <td>41-28-25377-LUC-24-3.60</td>\n",
       "      <td>Lucas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>1370</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , LUC2950</td>\n",
       "      <td>28</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1690</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>TUS-77-20.73 (TUS-250-11.88 TO 12.79)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>21452</td>\n",
       "      <td>41-29-21452-TUS-77-20.73 (TUS-250-11.88 TO 12.79)</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>30140</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS7713.44</td>\n",
       "      <td>29</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>19000</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>TUS-77-20.73 (TUS-250-11.88 TO 12.79)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41.0</td>\n",
       "      <td>21452</td>\n",
       "      <td>41-30-21452-TUS-77-20.73 (TUS-250-11.88 TO 12.79)</td>\n",
       "      <td>Tuscarawas</td>\n",
       "      <td>1</td>\n",
       "      <td>2023.0</td>\n",
       "      <td>59890</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>6</td>\n",
       "      <td>, , TUS7720.73</td>\n",
       "      <td>30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>36900</td>\n",
       "      <td>13.0</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17113</th>\n",
       "      <td>The SR 5 Low Level Bridge Replacement Project ...</td>\n",
       "      <td>0.034</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>241043-1</td>\n",
       "      <td>12-9648-241043-1-The SR 5 Low Level Bridge Rep...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2026.0</td>\n",
       "      <td>3685</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9648</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>3600</td>\n",
       "      <td>10.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17115</th>\n",
       "      <td>The Add Left Turn Lane(s) Project begin at sou...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>241020-1</td>\n",
       "      <td>12-9649-241020-1-The Add Left Turn Lane(s) Pro...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>35200</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2004.0</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9649</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23000</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17116</th>\n",
       "      <td>The Add Left Turn Lane(s) Project begin at sou...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>241020-1</td>\n",
       "      <td>12-9649-241020-1-The Add Left Turn Lane(s) Pro...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2027.0</td>\n",
       "      <td>40400</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2004.0</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9649</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23000</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17118</th>\n",
       "      <td>The SR 5 intersection improvement project at C...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-5</td>\n",
       "      <td>12-9650-240992-5-The SR 5 intersection improve...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>27800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9650</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>26500</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17119</th>\n",
       "      <td>The SR 5 intersection improvement project at C...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-5</td>\n",
       "      <td>12-9650-240992-5-The SR 5 intersection improve...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2032.0</td>\n",
       "      <td>30500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9650</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>26500</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17121</th>\n",
       "      <td>The SR 5/US 1 (Ridgewood Avenue) – intersectio...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-2</td>\n",
       "      <td>12-9651-240992-2-The SR 5/US 1 (Ridgewood Aven...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>22200</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9651</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>20500</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17122</th>\n",
       "      <td>The SR 5/US 1 (Ridgewood Avenue) – intersectio...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-2</td>\n",
       "      <td>12-9651-240992-2-The SR 5/US 1 (Ridgewood Aven...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2032.0</td>\n",
       "      <td>24200</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9651</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>20500</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17124</th>\n",
       "      <td>The SR 5/US 1 (Ridgewood Avenue) – intersectio...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-2</td>\n",
       "      <td>12-9652-240992-2-The SR 5/US 1 (Ridgewood Aven...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>28800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9652</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>28500</td>\n",
       "      <td>6.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17125</th>\n",
       "      <td>The SR 5/US 1 (Ridgewood Avenue) – intersectio...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240992-2</td>\n",
       "      <td>12-9652-240992-2-The SR 5/US 1 (Ridgewood Aven...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2032.0</td>\n",
       "      <td>30900</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9652</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>28500</td>\n",
       "      <td>16.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17127</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 15/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240887-1</td>\n",
       "      <td>12-9653-240887-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>48700</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9653</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>47000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17128</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 15/...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240887-1</td>\n",
       "      <td>12-9653-240887-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>52600</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9653</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>47000</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17131</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project begin east...</td>\n",
       "      <td>5.300</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>240373-1</td>\n",
       "      <td>12-9654-240373-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2025.0</td>\n",
       "      <td>12480</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9654</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>8900</td>\n",
       "      <td>9.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17133</th>\n",
       "      <td>The SR 520 Traffic Ops Improvement Project on ...</td>\n",
       "      <td>0.285</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416408-1</td>\n",
       "      <td>12-9655-416408-1-The SR 520 Traffic Ops Improv...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>55300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>MP 8.75 to MP 9.035</td>\n",
       "      <td>9655</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>38000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17134</th>\n",
       "      <td>The SR 520 Traffic Ops Improvement Project on ...</td>\n",
       "      <td>0.285</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416408-1</td>\n",
       "      <td>12-9655-416408-1-The SR 520 Traffic Ops Improv...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>62000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>MP 8.75 to MP 9.035</td>\n",
       "      <td>9655</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>38000</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17136</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9656-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>109100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>68000</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17137</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9656-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>135200</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>68000</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17139</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9657-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>109400</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>72500</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17140</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9657-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>135600</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>72500</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17142</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9658-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>3900</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>2800</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17143</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9658-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>4650</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>2800</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17145</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9659-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>6000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>5300</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17146</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9659-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>7100</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>5300</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17148</th>\n",
       "      <td>The SR 518 – Traffic Operations Improvement Pr...</td>\n",
       "      <td>0.413</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416187-1</td>\n",
       "      <td>12-9660-416187-1-The SR 518 – Traffic Operatio...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>46900</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 0.093 to MP 0.506</td>\n",
       "      <td>9660</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>38500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17149</th>\n",
       "      <td>The SR 518 – Traffic Operations Improvement Pr...</td>\n",
       "      <td>0.413</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416187-1</td>\n",
       "      <td>12-9660-416187-1-The SR 518 – Traffic Operatio...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2027.0</td>\n",
       "      <td>58400</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 0.093 to MP 0.506</td>\n",
       "      <td>9660</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>38500</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17151</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>5.897</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>-9661-417153-1-The SR 3 Resurfacing Project on...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>24100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>22500</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17152</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>5.897</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>-9661-417153-1-The SR 3 Resurfacing Project on...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2027.0</td>\n",
       "      <td>25900</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>22500</td>\n",
       "      <td>11.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17154</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9662-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>9600</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>6900</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17155</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9662-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>12000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>6900</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17157</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9663-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>8900</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>11100</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17158</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9663-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2028.0</td>\n",
       "      <td>11200</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>11100</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10994 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  Length_miles  \\\n",
       "1                    IR71/US 30 interchange Modification           NaN   \n",
       "3                    IR71/US 30 interchange Modification           NaN   \n",
       "5                    IR71/US 30 interchange Modification           NaN   \n",
       "7                    IR71/US 30 interchange Modification           NaN   \n",
       "9                                        TUS-0036-15.730           NaN   \n",
       "11                                        LOR-0090-13.20           NaN   \n",
       "13                                        LOR-0090-13.20           NaN   \n",
       "15                                        LOR-0090-13.20           NaN   \n",
       "17                                        LOR-0090-13.20           NaN   \n",
       "19                                        LOR-0090-13.20           NaN   \n",
       "21                                        LOR-0090-13.20           NaN   \n",
       "23                                        LOR-0090-13.20           NaN   \n",
       "25                                        LOR-0090-13.20           NaN   \n",
       "27                                        LOR-0090-13.20           NaN   \n",
       "29                                        LOR-0090-13.20           NaN   \n",
       "31                                          PIC-22-16.98           NaN   \n",
       "33                                       TUS-0250-17.150           NaN   \n",
       "35                                       TUS-0250-17.150           NaN   \n",
       "37                                       TUS-0250-17.150           NaN   \n",
       "39                                       TUS-0250-17.150           NaN   \n",
       "41                                       TUS-0250-17.150           NaN   \n",
       "43                                       TUS-0250-17.150           NaN   \n",
       "44                                           BEL-70-3.45           NaN   \n",
       "45                                           BEL-70-3.45           NaN   \n",
       "47                                           LUC-24-3.60           NaN   \n",
       "49                                           LUC-24-3.60           NaN   \n",
       "51                                           MRG-37-8.23           NaN   \n",
       "53                                           LUC-24-3.60           NaN   \n",
       "55                 TUS-77-20.73 (TUS-250-11.88 TO 12.79)           NaN   \n",
       "57                 TUS-77-20.73 (TUS-250-11.88 TO 12.79)           NaN   \n",
       "...                                                  ...           ...   \n",
       "17113  The SR 5 Low Level Bridge Replacement Project ...         0.034   \n",
       "17115  The Add Left Turn Lane(s) Project begin at sou...           NaN   \n",
       "17116  The Add Left Turn Lane(s) Project begin at sou...           NaN   \n",
       "17118  The SR 5 intersection improvement project at C...           NaN   \n",
       "17119  The SR 5 intersection improvement project at C...           NaN   \n",
       "17121  The SR 5/US 1 (Ridgewood Avenue) – intersectio...           NaN   \n",
       "17122  The SR 5/US 1 (Ridgewood Avenue) – intersectio...           NaN   \n",
       "17124  The SR 5/US 1 (Ridgewood Avenue) – intersectio...           NaN   \n",
       "17125  The SR 5/US 1 (Ridgewood Avenue) – intersectio...           NaN   \n",
       "17127  The Add Lanes & Reconstruct Project for SR 15/...           NaN   \n",
       "17128  The Add Lanes & Reconstruct Project for SR 15/...           NaN   \n",
       "17131  The Add Lanes & Reconstruct Project begin east...         5.300   \n",
       "17133  The SR 520 Traffic Ops Improvement Project on ...         0.285   \n",
       "17134  The SR 520 Traffic Ops Improvement Project on ...         0.285   \n",
       "17136  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17137  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17139  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17140  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17142  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17143  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17145  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17146  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17148  The SR 518 – Traffic Operations Improvement Pr...         0.413   \n",
       "17149  The SR 518 – Traffic Operations Improvement Pr...         0.413   \n",
       "17151  The SR 3 Resurfacing Project on SR 3 from 0.01...         5.897   \n",
       "17152  The SR 3 Resurfacing Project on SR 3 from 0.01...         5.897   \n",
       "17154  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "17155  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "17157  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "17158  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "\n",
       "       FunctionalClass  ImprovementType  State InternalProjectID  \\\n",
       "1                  1.0              NaN   41.0             11378   \n",
       "3                  3.0              NaN   41.0             11378   \n",
       "5                  1.0              NaN   41.0             11378   \n",
       "7                  1.0              NaN   41.0             11378   \n",
       "9                  3.0              NaN   41.0             19055   \n",
       "11                 1.0              NaN   41.0             11385   \n",
       "13                 1.0              NaN   41.0             11385   \n",
       "15                 1.0              NaN   41.0             11385   \n",
       "17                 3.0              NaN   41.0             11385   \n",
       "19                 4.0              NaN   41.0             11385   \n",
       "21                 4.0              NaN   41.0             11385   \n",
       "23                 4.0              NaN   41.0             11385   \n",
       "25                 4.0              NaN   41.0             11385   \n",
       "27                 4.0              NaN   41.0             11385   \n",
       "29                 4.0              NaN   41.0             11385   \n",
       "31                 3.0              NaN   41.0             12769   \n",
       "33                 1.0              NaN   41.0             19578   \n",
       "35                 1.0              NaN   41.0             19578   \n",
       "37                 4.0              NaN   41.0             19578   \n",
       "39                 4.0              NaN   41.0             19578   \n",
       "41                 4.0              NaN   41.0             19578   \n",
       "43                 5.0              NaN   41.0             19578   \n",
       "44                 1.0              NaN   41.0             75086   \n",
       "45                 1.0              NaN   41.0             75086   \n",
       "47                 3.0              NaN   41.0             25377   \n",
       "49                 3.0              NaN   41.0             25377   \n",
       "51                 4.0              NaN   41.0             18473   \n",
       "53                 5.0              NaN   41.0             25377   \n",
       "55                 1.0              NaN   41.0             21452   \n",
       "57                 1.0              NaN   41.0             21452   \n",
       "...                ...              ...    ...               ...   \n",
       "17113              3.0              NaN   12.0          241043-1   \n",
       "17115              3.0              NaN   12.0          241020-1   \n",
       "17116              3.0              NaN   12.0          241020-1   \n",
       "17118              3.0              NaN   12.0          240992-5   \n",
       "17119              3.0              NaN   12.0          240992-5   \n",
       "17121              3.0              NaN   12.0          240992-2   \n",
       "17122              3.0              NaN   12.0          240992-2   \n",
       "17124              3.0              NaN   12.0          240992-2   \n",
       "17125              3.0              NaN   12.0          240992-2   \n",
       "17127              3.0              NaN   12.0          240887-1   \n",
       "17128              3.0              NaN   12.0          240887-1   \n",
       "17131              3.0              NaN   12.0          240373-1   \n",
       "17133              3.0              NaN   12.0          416408-1   \n",
       "17134              3.0              NaN   12.0          416408-1   \n",
       "17136              3.0              NaN   12.0          416939-1   \n",
       "17137              3.0              NaN   12.0          416939-1   \n",
       "17139              3.0              NaN   12.0          416939-1   \n",
       "17140              3.0              NaN   12.0          416939-1   \n",
       "17142              4.0              NaN   12.0          417141-1   \n",
       "17143              4.0              NaN   12.0          417141-1   \n",
       "17145              4.0              NaN   12.0          417141-1   \n",
       "17146              4.0              NaN   12.0          417141-1   \n",
       "17148              3.0              NaN   12.0          416187-1   \n",
       "17149              3.0              NaN   12.0          416187-1   \n",
       "17151              3.0              NaN    NaN          417153-1   \n",
       "17152              3.0              NaN    NaN          417153-1   \n",
       "17154              3.0              NaN    NaN          417154-1   \n",
       "17155              3.0              NaN    NaN          417154-1   \n",
       "17157              3.0              NaN    NaN          417154-1   \n",
       "17158              3.0              NaN    NaN          417154-1   \n",
       "\n",
       "                       main_ProjectInformation_ProjectID      County  \\\n",
       "1         41-2-11378-IR71/US 30 interchange Modification    Richland   \n",
       "3         41-3-11378-IR71/US 30 interchange Modification    Richland   \n",
       "5         41-4-11378-IR71/US 30 interchange Modification    Richland   \n",
       "7         41-5-11378-IR71/US 30 interchange Modification    Richland   \n",
       "9                             41-6-19055-TUS-0036-15.730  Tuscarawas   \n",
       "11                             41-7-11385-LOR-0090-13.20      Lorain   \n",
       "13                             41-8-11385-LOR-0090-13.20      Lorain   \n",
       "15                             41-9-11385-LOR-0090-13.20      Lorain   \n",
       "17                            41-10-11385-LOR-0090-13.20      Lorain   \n",
       "19                            41-11-11385-LOR-0090-13.20      Lorain   \n",
       "21                            41-12-11385-LOR-0090-13.20      Lorain   \n",
       "23                            41-13-11385-LOR-0090-13.20      Lorain   \n",
       "25                            41-14-11385-LOR-0090-13.20      Lorain   \n",
       "27                            41-15-11385-LOR-0090-13.20      Lorain   \n",
       "29                            41-16-11385-LOR-0090-13.20      Lorain   \n",
       "31                              41-17-12769-PIC-22-16.98    Pickaway   \n",
       "33                           41-18-19578-TUS-0250-17.150  Tuscarawas   \n",
       "35                           41-19-19578-TUS-0250-17.150  Tuscarawas   \n",
       "37                           41-20-19578-TUS-0250-17.150  Tuscarawas   \n",
       "39                           41-21-19578-TUS-0250-17.150  Tuscarawas   \n",
       "41                           41-22-19578-TUS-0250-17.150  Tuscarawas   \n",
       "43                           41-23-19578-TUS-0250-17.150  Tuscarawas   \n",
       "44                               41-24-75086-BEL-70-3.45     Belmont   \n",
       "45                               41-24-75086-BEL-70-3.45     Belmont   \n",
       "47                               41-25-25377-LUC-24-3.60       Lucas   \n",
       "49                               41-26-25377-LUC-24-3.60       Lucas   \n",
       "51                               41-27-18473-MRG-37-8.23      Morgan   \n",
       "53                               41-28-25377-LUC-24-3.60       Lucas   \n",
       "55     41-29-21452-TUS-77-20.73 (TUS-250-11.88 TO 12.79)  Tuscarawas   \n",
       "57     41-30-21452-TUS-77-20.73 (TUS-250-11.88 TO 12.79)  Tuscarawas   \n",
       "...                                                  ...         ...   \n",
       "17113  12-9648-241043-1-The SR 5 Low Level Bridge Rep...     Volusia   \n",
       "17115  12-9649-241020-1-The Add Left Turn Lane(s) Pro...     Volusia   \n",
       "17116  12-9649-241020-1-The Add Left Turn Lane(s) Pro...     Volusia   \n",
       "17118  12-9650-240992-5-The SR 5 intersection improve...     Volusia   \n",
       "17119  12-9650-240992-5-The SR 5 intersection improve...     Volusia   \n",
       "17121  12-9651-240992-2-The SR 5/US 1 (Ridgewood Aven...     Volusia   \n",
       "17122  12-9651-240992-2-The SR 5/US 1 (Ridgewood Aven...     Volusia   \n",
       "17124  12-9652-240992-2-The SR 5/US 1 (Ridgewood Aven...     Volusia   \n",
       "17125  12-9652-240992-2-The SR 5/US 1 (Ridgewood Aven...     Volusia   \n",
       "17127  12-9653-240887-1-The Add Lanes & Reconstruct P...     Volusia   \n",
       "17128  12-9653-240887-1-The Add Lanes & Reconstruct P...     Volusia   \n",
       "17131  12-9654-240373-1-The Add Lanes & Reconstruct P...      Sumter   \n",
       "17133  12-9655-416408-1-The SR 520 Traffic Ops Improv...     Brevard   \n",
       "17134  12-9655-416408-1-The SR 520 Traffic Ops Improv...     Brevard   \n",
       "17136  12-9656-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17137  12-9656-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17139  12-9657-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17140  12-9657-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17142  12-9658-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17143  12-9658-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17145  12-9659-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17146  12-9659-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17148  12-9660-416187-1-The SR 518 – Traffic Operatio...     Brevard   \n",
       "17149  12-9660-416187-1-The SR 518 – Traffic Operatio...     Brevard   \n",
       "17151  -9661-417153-1-The SR 3 Resurfacing Project on...     Brevard   \n",
       "17152  -9661-417153-1-The SR 3 Resurfacing Project on...     Brevard   \n",
       "17154  -9662-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "17155  -9662-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "17157  -9663-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "17158  -9663-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "\n",
       "       TollType  ForecastYear  TrafficForecast  ForecastYearType  \\\n",
       "1             1        2020.0            45190               3.0   \n",
       "3             1        2020.0            17390               3.0   \n",
       "5             1        2020.0            46060               3.0   \n",
       "7             1        2020.0            22090               3.0   \n",
       "9             1        2020.0            11530               3.0   \n",
       "11            1        2022.0            94850               3.0   \n",
       "13            1        2022.0            76040               3.0   \n",
       "15            1        2022.0            73820               3.0   \n",
       "17            1        2022.0            32960               3.0   \n",
       "19            1        2022.0            24320               3.0   \n",
       "21            1        2022.0            20570               3.0   \n",
       "23            1        2022.0            33470               3.0   \n",
       "25            1        2022.0             9590               3.0   \n",
       "27            1        2022.0            26260               3.0   \n",
       "29            1        2022.0            14120               3.0   \n",
       "31            1        2022.0            10930               3.0   \n",
       "33            1        2023.0            30190               3.0   \n",
       "35            1        2023.0            29380               3.0   \n",
       "37            1        2023.0            12180               3.0   \n",
       "39            1        2023.0            13370               3.0   \n",
       "41            1        2023.0            14800               3.0   \n",
       "43            1        2023.0             5760               3.0   \n",
       "44            1        2003.0            27070               1.0   \n",
       "45            1        2023.0            34380               3.0   \n",
       "47            1        2023.0            18800               3.0   \n",
       "49            1        2023.0            17690               3.0   \n",
       "51            1        2023.0             6790               3.0   \n",
       "53            1        2023.0             1370               3.0   \n",
       "55            1        2023.0            30140               3.0   \n",
       "57            1        2023.0            59890               3.0   \n",
       "...         ...           ...              ...               ...   \n",
       "17113         1        2026.0             3685               3.0   \n",
       "17115         1        2017.0            35200               2.0   \n",
       "17116         1        2027.0            40400               3.0   \n",
       "17118         1        2022.0            27800               2.0   \n",
       "17119         1        2032.0            30500               3.0   \n",
       "17121         1        2022.0            22200               2.0   \n",
       "17122         1        2032.0            24200               3.0   \n",
       "17124         1        2022.0            28800               2.0   \n",
       "17125         1        2032.0            30900               3.0   \n",
       "17127         1        2018.0            48700               2.0   \n",
       "17128         1        2028.0            52600               3.0   \n",
       "17131         1        2025.0            12480               3.0   \n",
       "17133         1        2018.0            55300               2.0   \n",
       "17134         1        2028.0            62000               3.0   \n",
       "17136         1        2018.0           109100               2.0   \n",
       "17137         1        2028.0           135200               3.0   \n",
       "17139         1        2018.0           109400               2.0   \n",
       "17140         1        2028.0           135600               3.0   \n",
       "17142         1        2018.0             3900               2.0   \n",
       "17143         1        2028.0             4650               3.0   \n",
       "17145         1        2018.0             6000               2.0   \n",
       "17146         1        2028.0             7100               3.0   \n",
       "17148         1        2017.0            46900               2.0   \n",
       "17149         1        2027.0            58400               3.0   \n",
       "17151         1        2017.0            24100               2.0   \n",
       "17152         1        2027.0            25900               3.0   \n",
       "17154         1        2018.0             9600               2.0   \n",
       "17155         1        2028.0            12000               3.0   \n",
       "17157         1        2018.0             8900               2.0   \n",
       "17158         1        2028.0            11200               3.0   \n",
       "\n",
       "       YearForecastProduced ForecastMethodology  \\\n",
       "1                    1994.0                   6   \n",
       "3                    1994.0                   6   \n",
       "5                    1994.0                   6   \n",
       "7                    1994.0                   6   \n",
       "9                    1999.0                   6   \n",
       "11                   2000.0                   6   \n",
       "13                   2000.0                   6   \n",
       "15                   2000.0                   6   \n",
       "17                   2000.0                   6   \n",
       "19                   2000.0                   6   \n",
       "21                   2000.0                   6   \n",
       "23                   2000.0                   6   \n",
       "25                   2000.0                   6   \n",
       "27                   2000.0                   6   \n",
       "29                   2000.0                   6   \n",
       "31                   2002.0                   6   \n",
       "33                   1999.0                   6   \n",
       "35                   1999.0                   6   \n",
       "37                   1999.0                   6   \n",
       "39                   1999.0                   6   \n",
       "41                   1999.0                   6   \n",
       "43                   1999.0                   6   \n",
       "44                   2002.0                   6   \n",
       "45                   2002.0                   6   \n",
       "47                   2002.0                   6   \n",
       "49                   2002.0                   6   \n",
       "51                   2002.0                   6   \n",
       "53                   2002.0                   6   \n",
       "55                   2002.0                   6   \n",
       "57                   2002.0                   6   \n",
       "...                     ...                 ...   \n",
       "17113                2002.0                   4   \n",
       "17115                2004.0                   5   \n",
       "17116                2004.0                   5   \n",
       "17118                2010.0                   4   \n",
       "17119                2010.0                   4   \n",
       "17121                2010.0                   4   \n",
       "17122                2010.0                   4   \n",
       "17124                2010.0                   4   \n",
       "17125                2010.0                   4   \n",
       "17127                2002.0                   5   \n",
       "17128                2002.0                   5   \n",
       "17131                2002.0                   1   \n",
       "17133                2005.0                   1   \n",
       "17134                2005.0                   1   \n",
       "17136                2006.0                   5   \n",
       "17137                2006.0                   5   \n",
       "17139                2006.0                   5   \n",
       "17140                2006.0                   5   \n",
       "17142                2005.0                   1   \n",
       "17143                2005.0                   1   \n",
       "17145                2005.0                   1   \n",
       "17146                2005.0                   1   \n",
       "17148                2005.0                   5   \n",
       "17149                2005.0                   5   \n",
       "17151                2005.0                   4   \n",
       "17152                2005.0                   4   \n",
       "17154                2005.0                   1   \n",
       "17155                2005.0                   1   \n",
       "17157                2005.0                   1   \n",
       "17158                2005.0                   1   \n",
       "\n",
       "                          SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "1                             , , RIC7119.08                               2   \n",
       "3                              , , RIC3017.2                               3   \n",
       "5                             , , RIC7118.78                               4   \n",
       "7                             , , RIC3016.87                               5   \n",
       "9                             , , TUS3615.73                               6   \n",
       "11                               , , LOR9013                               7   \n",
       "13                             , , LOR9013.2                               8   \n",
       "15                            , , LOR9015.65                               9   \n",
       "17                            , , LOR5720.06                              10   \n",
       "19                            , , LOR5720.33                              11   \n",
       "21                            , , LOR2541.14                              12   \n",
       "23                            , , LOR2541.91                              13   \n",
       "25                            , , LOR2542.28                              14   \n",
       "27                            , , LOR30121.8                              15   \n",
       "29                           , , LOR30122.33                              16   \n",
       "31                            , , PIC2216.98                              17   \n",
       "33                           , , TUS25014.64                              18   \n",
       "35                           , , TUS25017.15                              19   \n",
       "37                            , , TUS2591.21                              20   \n",
       "39                            , , TUS2591.38                              21   \n",
       "41                            , , TUS2591.38                              22   \n",
       "43                               , , TUS2590                              23   \n",
       "44                             , , BEL703.45                              24   \n",
       "45                             , , BEL703.45                              24   \n",
       "47                             , , LUC241.24                              25   \n",
       "49                              , , LUC243.6                              26   \n",
       "51                             , , MRG378.23                              27   \n",
       "53                               , , LUC2950                              28   \n",
       "55                            , , TUS7713.44                              29   \n",
       "57                            , , TUS7720.73                              30   \n",
       "...                                      ...                             ...   \n",
       "17113                                    NaN                            9648   \n",
       "17115                                    NaN                            9649   \n",
       "17116                                    NaN                            9649   \n",
       "17118                                    NaN                            9650   \n",
       "17119                                    NaN                            9650   \n",
       "17121                                    NaN                            9651   \n",
       "17122                                    NaN                            9651   \n",
       "17124                                    NaN                            9652   \n",
       "17125                                    NaN                            9652   \n",
       "17127                                    NaN                            9653   \n",
       "17128                                    NaN                            9653   \n",
       "17131                                    NaN                            9654   \n",
       "17133                    MP 8.75 to MP 9.035                            9655   \n",
       "17134                    MP 8.75 to MP 9.035                            9655   \n",
       "17136            MP 21.730 to South of SR 93                            9656   \n",
       "17137            MP 21.730 to South of SR 93                            9656   \n",
       "17139            North of SR 93 to MP 28.996                            9657   \n",
       "17140            North of SR 93 to MP 28.996                            9657   \n",
       "17142     SR 11 North of Volusia County Line                            9658   \n",
       "17143     SR 11 North of Volusia County Line                            9658   \n",
       "17145                    SR 11 South of US 1                            9659   \n",
       "17146                    SR 11 South of US 1                            9659   \n",
       "17148                   MP 0.093 to MP 0.506                            9660   \n",
       "17149                   MP 0.093 to MP 0.506                            9660   \n",
       "17151           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17152           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17154  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17155  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17157        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "17158        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "\n",
       "       SegmentID  Year_ofObservation  Count  DiffYear  \n",
       "1            NaN                2008  39760      12.0  \n",
       "3            NaN                2008  15630      12.0  \n",
       "5            NaN                2008  39290      12.0  \n",
       "7            NaN                2008  18210      12.0  \n",
       "9            NaN                2010   8960      10.0  \n",
       "11           NaN                2008  59970      14.0  \n",
       "13           NaN                2008  52020      14.0  \n",
       "15           NaN                2008  53590      14.0  \n",
       "17           NaN                2008  45300      14.0  \n",
       "19           NaN                2008  18020      14.0  \n",
       "21           NaN                2008  16280      14.0  \n",
       "23           NaN                2008  27460      14.0  \n",
       "25           NaN                2008  10410      14.0  \n",
       "27           NaN                2008  24350      14.0  \n",
       "29           NaN                2008   9530      14.0  \n",
       "31           NaN                2007   9210      15.0  \n",
       "33           NaN                2010  19760      13.0  \n",
       "35           NaN                2010  18370      13.0  \n",
       "37           NaN                2010   5940      13.0  \n",
       "39           NaN                2010   9420      13.0  \n",
       "41           NaN                2010   9420      13.0  \n",
       "43           NaN                2010   2430      13.0  \n",
       "44           NaN                2002  26700       1.0  \n",
       "45           NaN                2008  28740      15.0  \n",
       "47           NaN                2010  11210      13.0  \n",
       "49           NaN                2010  10810      13.0  \n",
       "51           NaN                2011   4090      12.0  \n",
       "53           NaN                2010   1690      13.0  \n",
       "55           NaN                2010  19000      13.0  \n",
       "57           NaN                2010  36900      13.0  \n",
       "...          ...                 ...    ...       ...  \n",
       "17113        1.0                2016   3600      10.0  \n",
       "17115        1.0                2016  23000       1.0  \n",
       "17116        1.0                2016  23000      11.0  \n",
       "17118        1.0                2016  26500       6.0  \n",
       "17119        1.0                2016  26500      16.0  \n",
       "17121        1.0                2016  20500       6.0  \n",
       "17122        1.0                2016  20500      16.0  \n",
       "17124        2.0                2016  28500       6.0  \n",
       "17125        2.0                2016  28500      16.0  \n",
       "17127        1.0                2016  47000       2.0  \n",
       "17128        1.0                2016  47000      12.0  \n",
       "17131        1.0                2016   8900       9.0  \n",
       "17133        1.0                2016  38000       2.0  \n",
       "17134        1.0                2016  38000      12.0  \n",
       "17136        1.0                2016  68000       2.0  \n",
       "17137        1.0                2016  68000      12.0  \n",
       "17139        2.0                2016  72500       2.0  \n",
       "17140        2.0                2016  72500      12.0  \n",
       "17142        1.0                2016   2800       2.0  \n",
       "17143        1.0                2016   2800      12.0  \n",
       "17145        2.0                2016   5300       2.0  \n",
       "17146        2.0                2016   5300      12.0  \n",
       "17148        1.0                2016  38500       1.0  \n",
       "17149        1.0                2016  38500      11.0  \n",
       "17151        1.0                2016  22500       1.0  \n",
       "17152        1.0                2016  22500      11.0  \n",
       "17154        1.0                2016   6900       2.0  \n",
       "17155        1.0                2016   6900      12.0  \n",
       "17157        2.0                2016  11100       2.0  \n",
       "17158        2.0                2016  11100      12.0  \n",
       "\n",
       "[10994 rows x 20 columns]"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "flatdata['DiffYear']=flatdata['ForecastYear']-flatdata['Year_ofObservation']\n",
    "\n",
    "newflatdata=flatdata[flatdata['DiffYear']>=0] #to remove values whose counts are not applicable.\n",
    "\n",
    "newflatdata=newflatdata[newflatdata['State']!=41]\n",
    "newflatdata.groupby('State').count()\n",
    "newflatdata.head()\n",
    "flatdata[flatdata['DiffYear']>0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Now, newflatdata dataframe contains the projects that have actual counts on or after the forecast year. Note it doesn't include Ohio, since that have to be analysed separately.\n",
    "\n",
    "#### Here, InternalProjectID are unique identifiers. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Separate the newflatdata \n",
    "\n",
    "The first condition to be fulfilled is whether the DiffYear is zero. If it is zero, then we don't need to adjust the forecast.\n",
    "\n",
    "If the DiffYear is not zero, adjust by the aforementioned formula."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12.0</th>\n",
       "      <td>840</td>\n",
       "      <td>653</td>\n",
       "      <td>697</td>\n",
       "      <td>0</td>\n",
       "      <td>697</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>838</td>\n",
       "      <td>832</td>\n",
       "      <td>524</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "      <td>840</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27.0</th>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>7</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28.0</th>\n",
       "      <td>2100</td>\n",
       "      <td>1549</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>1911</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>0</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>0</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "      <td>2100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58.0</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>457</td>\n",
       "      <td>0</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>0</td>\n",
       "      <td>457</td>\n",
       "      <td>0</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "      <td>457</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       BriefDescription  Length_miles  FunctionalClass  ImprovementType  \\\n",
       "State                                                                     \n",
       "12.0                840           653              697                0   \n",
       "27.0                  8             8                8                0   \n",
       "28.0               2100          1549                0                0   \n",
       "58.0                  0             0              457                0   \n",
       "\n",
       "       InternalProjectID  main_ProjectInformation_ProjectID  County  TollType  \\\n",
       "State                                                                           \n",
       "12.0                 697                                840     840       840   \n",
       "27.0                   8                                  8       8         8   \n",
       "28.0                2100                               2100    1911      2100   \n",
       "58.0                 457                                457     457       457   \n",
       "\n",
       "       ForecastYear  TrafficForecast  ForecastYearType  YearForecastProduced  \\\n",
       "State                                                                          \n",
       "12.0            840              840               840                   838   \n",
       "27.0              8                8                 8                     8   \n",
       "28.0           2100             2100                 0                  2100   \n",
       "58.0            457              457               457                   457   \n",
       "\n",
       "       ForecastMethodology  SegmentDescription  \\\n",
       "State                                            \n",
       "12.0                   832                 524   \n",
       "27.0                     8                   7   \n",
       "28.0                  2100                2100   \n",
       "58.0                   457                   0   \n",
       "\n",
       "       main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \\\n",
       "State                                                                         \n",
       "12.0                              840        840                 840    840   \n",
       "27.0                                8          8                   8      8   \n",
       "28.0                             2100          0                2100   2100   \n",
       "58.0                              457          0                 457    457   \n",
       "\n",
       "       DiffYear  \n",
       "State            \n",
       "12.0        840  \n",
       "27.0          8  \n",
       "28.0       2100  \n",
       "58.0        457  "
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimation=newflatdata[newflatdata['DiffYear']==0]\n",
    "estimation.groupby('State').count()\n",
    "#estimation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
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       "\n",
       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12.0</th>\n",
       "      <td>1108</td>\n",
       "      <td>1034</td>\n",
       "      <td>1108</td>\n",
       "      <td>0</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1104</td>\n",
       "      <td>1096</td>\n",
       "      <td>574</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "      <td>1108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27.0</th>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>20</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28.0</th>\n",
       "      <td>34</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       BriefDescription  Length_miles  FunctionalClass  ImprovementType  \\\n",
       "State                                                                     \n",
       "12.0               1108          1034             1108                0   \n",
       "27.0                 25            25               25                0   \n",
       "28.0                 34             4                0                0   \n",
       "\n",
       "       InternalProjectID  main_ProjectInformation_ProjectID  County  TollType  \\\n",
       "State                                                                           \n",
       "12.0                1108                               1108    1108      1108   \n",
       "27.0                  25                                 25      25        25   \n",
       "28.0                  34                                 34      34        34   \n",
       "\n",
       "       ForecastYear  TrafficForecast  ForecastYearType  YearForecastProduced  \\\n",
       "State                                                                          \n",
       "12.0           1108             1108              1108                  1104   \n",
       "27.0             25               25                25                    25   \n",
       "28.0             34               34                 0                    34   \n",
       "\n",
       "       ForecastMethodology  SegmentDescription  \\\n",
       "State                                            \n",
       "12.0                  1096                 574   \n",
       "27.0                    25                  20   \n",
       "28.0                    34                  34   \n",
       "\n",
       "       main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \\\n",
       "State                                                                         \n",
       "12.0                             1108       1108                1108   1108   \n",
       "27.0                               25         25                  25     25   \n",
       "28.0                               34          0                  34     34   \n",
       "\n",
       "       DiffYear  \n",
       "State            \n",
       "12.0       1108  \n",
       "27.0         25  \n",
       "28.0         34  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimation2=newflatdata[newflatdata['DiffYear']>0]\n",
    "estimation2.groupby('State').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>State</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12.0</th>\n",
       "      <td>470</td>\n",
       "      <td>434</td>\n",
       "      <td>470</td>\n",
       "      <td>0</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>468</td>\n",
       "      <td>466</td>\n",
       "      <td>228</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "      <td>470</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27.0</th>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28.0</th>\n",
       "      <td>34</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       BriefDescription  Length_miles  FunctionalClass  ImprovementType  \\\n",
       "State                                                                     \n",
       "12.0                470           434              470                0   \n",
       "27.0                 14            14               14                0   \n",
       "28.0                 34             4                0                0   \n",
       "\n",
       "       InternalProjectID  main_ProjectInformation_ProjectID  County  TollType  \\\n",
       "State                                                                           \n",
       "12.0                 470                                470     470       470   \n",
       "27.0                  14                                 14      14        14   \n",
       "28.0                  34                                 34      34        34   \n",
       "\n",
       "       ForecastYear  TrafficForecast  ForecastYearType  YearForecastProduced  \\\n",
       "State                                                                          \n",
       "12.0            470              470               470                   468   \n",
       "27.0             14               14                14                    14   \n",
       "28.0             34               34                 0                    34   \n",
       "\n",
       "       ForecastMethodology  SegmentDescription  \\\n",
       "State                                            \n",
       "12.0                   466                 228   \n",
       "27.0                    14                  12   \n",
       "28.0                    34                  34   \n",
       "\n",
       "       main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \\\n",
       "State                                                                         \n",
       "12.0                              470        470                 470    470   \n",
       "27.0                               14         14                  14     14   \n",
       "28.0                               34          0                  34     34   \n",
       "\n",
       "       DiffYear  \n",
       "State            \n",
       "12.0        470  \n",
       "27.0         14  \n",
       "28.0         34  "
      ]
     },
     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimation2=estimation2[estimation2['ForecastYearType']!=3] #taking the opening year forecast only.\n",
    "estimation2.groupby('State').count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>1745</th>\n",
       "      <td>12</td>\n",
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       "      <th>1760</th>\n",
       "      <td>5</td>\n",
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       "      <th>1864</th>\n",
       "      <td>1</td>\n",
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       "      <th>1905</th>\n",
       "      <td>2</td>\n",
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       "    <tr>\n",
       "      <th>1929</th>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1939</th>\n",
       "      <td>4</td>\n",
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       "      <th>1959</th>\n",
       "      <td>8</td>\n",
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       "    <tr>\n",
       "      <th>1965</th>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1986</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1990</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20-Year Plan For District 9</th>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2004</th>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2005</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2006</th>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017</th>\n",
       "      <td>3</td>\n",
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       "    <tr>\n",
       "      <th>2035</th>\n",
       "      <td>1</td>\n",
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       "      <th>2064</th>\n",
       "      <td>1</td>\n",
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       "      <th>2084</th>\n",
       "      <td>2</td>\n",
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       "    <tr>\n",
       "      <th>2126</th>\n",
       "      <td>10</td>\n",
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       "    <tr>\n",
       "      <th>2137</th>\n",
       "      <td>8</td>\n",
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       "      <th>2138</th>\n",
       "      <td>3</td>\n",
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       "      <th>2148</th>\n",
       "      <td>2</td>\n",
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       "    <tr>\n",
       "      <th>2154</th>\n",
       "      <td>4</td>\n",
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       "    <tr>\n",
       "      <th>2156</th>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2159</th>\n",
       "      <td>6</td>\n",
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       "    <tr>\n",
       "      <th>2187</th>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>2191</th>\n",
       "      <td>1</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TA-M343</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TA-M345</th>\n",
       "      <td>78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TA-M346</th>\n",
       "      <td>28</td>\n",
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       "    <tr>\n",
       "      <th>TA-M358</th>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TA-M372B</th>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3065A-14</th>\n",
       "      <td>16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3066A-14</th>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3074B</th>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3074C-14</th>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3080</th>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3081</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAS 3081A-14</th>\n",
       "      <td>14</td>\n",
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       "    <tr>\n",
       "      <th>TAS3081B-14</th>\n",
       "      <td>10</td>\n",
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       "      <td>16</td>\n",
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       "      <th>TAS3084-14</th>\n",
       "      <td>6</td>\n",
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       "    <tr>\n",
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       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAU 3061A</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
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       "      <th>TAU 3065</th>\n",
       "      <td>14</td>\n",
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       "    <tr>\n",
       "      <th>TAU 3069</th>\n",
       "      <td>8</td>\n",
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       "    <tr>\n",
       "      <th>TAU 3073</th>\n",
       "      <td>8</td>\n",
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       "    <tr>\n",
       "      <th>TAU 3073A</th>\n",
       "      <td>18</td>\n",
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       "    <tr>\n",
       "      <th>TAU 3074</th>\n",
       "      <td>8</td>\n",
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       "      <td>6</td>\n",
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       "      <th>TAU 3075</th>\n",
       "      <td>2</td>\n",
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       "      <td>8</td>\n",
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       "    <tr>\n",
       "      <th>TAU 3077</th>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAU 3078</th>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAU 3451A</th>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAU 3451B</th>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>TAU3204A</th>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>473 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                              n\n",
       "InternalProjectID              \n",
       "1663                          5\n",
       "1693                          5\n",
       "1745                         12\n",
       "1760                          5\n",
       "1864                          1\n",
       "1905                          2\n",
       "1929                         23\n",
       "1939                          4\n",
       "1959                          8\n",
       "1965                          5\n",
       "1986                          2\n",
       "1990                          4\n",
       "20-Year Plan For District 9  16\n",
       "2004                          1\n",
       "2005                          3\n",
       "2006                          4\n",
       "2015                          3\n",
       "2017                          3\n",
       "2035                          1\n",
       "2064                          1\n",
       "2084                          2\n",
       "2126                         10\n",
       "2137                          8\n",
       "2138                          3\n",
       "2148                          2\n",
       "2154                          4\n",
       "2156                          1\n",
       "2159                          6\n",
       "2187                          1\n",
       "2191                          1\n",
       "...                          ..\n",
       "TA-M343                      10\n",
       "TA-M345                      78\n",
       "TA-M346                      28\n",
       "TA-M358                      24\n",
       "TA-M372B                     22\n",
       "TAS 3065A-14                 16\n",
       "TAS 3066A-14                  7\n",
       "TAS 3074B                    24\n",
       "TAS 3074C-14                  6\n",
       "TAS 3080                      8\n",
       "TAS 3081                     10\n",
       "TAS 3081A-14                 14\n",
       "TAS3081B-14                  10\n",
       "TAS3082-14                   16\n",
       "TAS3084-14                    6\n",
       "TAS3085-14                   14\n",
       "TAU 3061A                    10\n",
       "TAU 3065                     14\n",
       "TAU 3069                      8\n",
       "TAU 3073                      8\n",
       "TAU 3073A                    18\n",
       "TAU 3074                      8\n",
       "TAU 3074A                     6\n",
       "TAU 3075                      2\n",
       "TAU 3076                      8\n",
       "TAU 3077                      6\n",
       "TAU 3078                      8\n",
       "TAU 3451A                     8\n",
       "TAU 3451B                    14\n",
       "TAU3204A                      8\n",
       "\n",
       "[473 rows x 1 columns]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "project_weight = estimation['InternalProjectID'].groupby(estimation['InternalProjectID']).count().to_frame(name='n')\n",
    "project_weight"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>...</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "      <th>n</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>58-6231-1663-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12414</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>58-6232-1663-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12415</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>58-6233-1663-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12416</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>58-6234-1663-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12417</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>58-6235-1663-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12418</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>58-6236-2015-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12419</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>58-6237-2015-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12420</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>58-6238-2015-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>16900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12421</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6239-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6239</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12423</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6241-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6242-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6242</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12425</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6243-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6243</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12426</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6244-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12427</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6245-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>6700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12428</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6246-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12429</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6247-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6248-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>58-6249-2126-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6249</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12422</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2486</td>\n",
       "      <td>58-6240-2486-</td>\n",
       "      <td>Washington</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12432</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6250-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12433</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6251-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>4400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12436</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6254-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12437</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6255-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12438</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6256-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6256</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12439</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6257-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12443</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6261-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12459</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6277-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12462</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6280-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6280</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>840</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12464</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6282-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6282</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12465</th>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>58-6283-1745-</td>\n",
       "      <td>Waukesha</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6283</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</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>17072</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9635-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>36500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17075</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9636-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17078</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9637-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16248</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9319-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16249</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9319-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16251</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9320-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16252</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9320-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17081</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9638-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17082</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9638-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17084</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9639-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17085</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>0.950</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>12-9639-404525-1-The Add Lanes &amp; Reconstruct P...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16254</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9321-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16255</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9321-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16257</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9322-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16258</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9322-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17087</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9640-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17088</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9640-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17090</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9641-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17091</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>0.500</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>12-9641-404418-1-The SR 15/600 – Interchange (...</td>\n",
       "      <td>Seminole</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16260</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>9.300</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>12-9323-242696-1-The Add-Lanes Project for SR ...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9323</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16263</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>9.300</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>12-9324-242696-1-The Add-Lanes Project for SR ...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9324</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17093</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>9.300</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>12-9642-242696-1-The Add-Lanes Project for SR ...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9642</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17096</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>9.300</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>12-9643-242696-1-The Add-Lanes Project for SR ...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9643</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17135</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9656-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>71500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17138</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9657-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>68000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17141</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9658-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>2600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17144</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9659-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17150</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>5.897</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>-9661-417153-1-The SR 3 Resurfacing Project on...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007</td>\n",
       "      <td>19200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17153</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9662-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17156</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9663-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>10800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3265 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  Length_miles  \\\n",
       "12413                                                NaN           NaN   \n",
       "12414                                                NaN           NaN   \n",
       "12415                                                NaN           NaN   \n",
       "12416                                                NaN           NaN   \n",
       "12417                                                NaN           NaN   \n",
       "12418                                                NaN           NaN   \n",
       "12419                                                NaN           NaN   \n",
       "12420                                                NaN           NaN   \n",
       "12421                                                NaN           NaN   \n",
       "12423                                                NaN           NaN   \n",
       "12424                                                NaN           NaN   \n",
       "12425                                                NaN           NaN   \n",
       "12426                                                NaN           NaN   \n",
       "12427                                                NaN           NaN   \n",
       "12428                                                NaN           NaN   \n",
       "12429                                                NaN           NaN   \n",
       "12430                                                NaN           NaN   \n",
       "12431                                                NaN           NaN   \n",
       "12422                                                NaN           NaN   \n",
       "12432                                                NaN           NaN   \n",
       "12433                                                NaN           NaN   \n",
       "12436                                                NaN           NaN   \n",
       "12437                                                NaN           NaN   \n",
       "12438                                                NaN           NaN   \n",
       "12439                                                NaN           NaN   \n",
       "12443                                                NaN           NaN   \n",
       "12459                                                NaN           NaN   \n",
       "12462                                                NaN           NaN   \n",
       "12464                                                NaN           NaN   \n",
       "12465                                                NaN           NaN   \n",
       "...                                                  ...           ...   \n",
       "17072  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17075  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17078  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "16248  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "16249  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "16251  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "16252  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "17081  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "17082  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "17084  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "17085  The Add Lanes & Reconstruct Project for SR 426...         0.950   \n",
       "16254  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "16255  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "16257  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "16258  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "17087  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "17088  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "17090  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "17091  The SR 15/600 – Interchange (Major) Project In...         0.500   \n",
       "16260  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...         9.300   \n",
       "16263  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...         9.300   \n",
       "17093  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...         9.300   \n",
       "17096  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...         9.300   \n",
       "17135  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17138  The SR 93 Resurfacing Project on SR 93 from SR...         7.266   \n",
       "17141  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17144  The SR 11 – Resurfacing Project include SR 11 ...        15.507   \n",
       "17150  The SR 3 Resurfacing Project on SR 3 from 0.01...         5.897   \n",
       "17153  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "17156  The SR 40 – Resurfacing Project from 269 ft ea...        13.336   \n",
       "\n",
       "       FunctionalClass  ImprovementType  State InternalProjectID  \\\n",
       "12413              3.0              NaN   58.0              1663   \n",
       "12414              3.0              NaN   58.0              1663   \n",
       "12415              3.0              NaN   58.0              1663   \n",
       "12416              3.0              NaN   58.0              1663   \n",
       "12417              3.0              NaN   58.0              1663   \n",
       "12418              4.0              NaN   58.0              2015   \n",
       "12419              4.0              NaN   58.0              2015   \n",
       "12420              4.0              NaN   58.0              2015   \n",
       "12421              0.0              NaN   58.0              2126   \n",
       "12423              3.0              NaN   58.0              2126   \n",
       "12424              0.0              NaN   58.0              2126   \n",
       "12425              0.0              NaN   58.0              2126   \n",
       "12426              0.0              NaN   58.0              2126   \n",
       "12427              3.0              NaN   58.0              2126   \n",
       "12428              0.0              NaN   58.0              2126   \n",
       "12429              0.0              NaN   58.0              2126   \n",
       "12430              0.0              NaN   58.0              2126   \n",
       "12431              0.0              NaN   58.0              2126   \n",
       "12422              5.0              NaN   58.0              2486   \n",
       "12432              4.0              NaN   58.0              1745   \n",
       "12433              4.0              NaN   58.0              1745   \n",
       "12436              4.0              NaN   58.0              1745   \n",
       "12437              4.0              NaN   58.0              1745   \n",
       "12438              4.0              NaN   58.0              1745   \n",
       "12439              4.0              NaN   58.0              1745   \n",
       "12443              4.0              NaN   58.0              1745   \n",
       "12459              6.0              NaN   58.0              1745   \n",
       "12462              6.0              NaN   58.0              1745   \n",
       "12464              5.0              NaN   58.0              1745   \n",
       "12465              6.0              NaN   58.0              1745   \n",
       "...                ...              ...    ...               ...   \n",
       "17072              3.0              NaN   12.0          405506-2   \n",
       "17075              3.0              NaN   12.0          405506-2   \n",
       "17078              3.0              NaN   12.0          405506-2   \n",
       "16248              3.0              NaN   12.0          404525-1   \n",
       "16249              3.0              NaN   12.0          404525-1   \n",
       "16251              3.0              NaN   12.0          404525-1   \n",
       "16252              3.0              NaN   12.0          404525-1   \n",
       "17081              3.0              NaN   12.0          404525-1   \n",
       "17082              3.0              NaN   12.0          404525-1   \n",
       "17084              3.0              NaN   12.0          404525-1   \n",
       "17085              3.0              NaN   12.0          404525-1   \n",
       "16254              3.0              NaN   12.0          404418-1   \n",
       "16255              3.0              NaN   12.0          404418-1   \n",
       "16257              3.0              NaN   12.0          404418-1   \n",
       "16258              3.0              NaN   12.0          404418-1   \n",
       "17087              3.0              NaN   12.0          404418-1   \n",
       "17088              3.0              NaN   12.0          404418-1   \n",
       "17090              3.0              NaN   12.0          404418-1   \n",
       "17091              3.0              NaN   12.0          404418-1   \n",
       "16260              3.0              NaN   12.0          242696-1   \n",
       "16263              3.0              NaN   12.0          242696-1   \n",
       "17093              3.0              NaN   12.0          242696-1   \n",
       "17096              3.0              NaN   12.0          242696-1   \n",
       "17135              3.0              NaN   12.0          416939-1   \n",
       "17138              3.0              NaN   12.0          416939-1   \n",
       "17141              4.0              NaN   12.0          417141-1   \n",
       "17144              4.0              NaN   12.0          417141-1   \n",
       "17150              3.0              NaN    NaN          417153-1   \n",
       "17153              3.0              NaN    NaN          417154-1   \n",
       "17156              3.0              NaN    NaN          417154-1   \n",
       "\n",
       "                       main_ProjectInformation_ProjectID      County  \\\n",
       "12413                                      58-6231-1663-  Washington   \n",
       "12414                                      58-6232-1663-  Washington   \n",
       "12415                                      58-6233-1663-  Washington   \n",
       "12416                                      58-6234-1663-  Washington   \n",
       "12417                                      58-6235-1663-  Washington   \n",
       "12418                                      58-6236-2015-  Washington   \n",
       "12419                                      58-6237-2015-  Washington   \n",
       "12420                                      58-6238-2015-  Washington   \n",
       "12421                                      58-6239-2126-  Washington   \n",
       "12423                                      58-6241-2126-  Washington   \n",
       "12424                                      58-6242-2126-  Washington   \n",
       "12425                                      58-6243-2126-  Washington   \n",
       "12426                                      58-6244-2126-  Washington   \n",
       "12427                                      58-6245-2126-  Washington   \n",
       "12428                                      58-6246-2126-  Washington   \n",
       "12429                                      58-6247-2126-  Washington   \n",
       "12430                                      58-6248-2126-  Washington   \n",
       "12431                                      58-6249-2126-  Washington   \n",
       "12422                                      58-6240-2486-  Washington   \n",
       "12432                                      58-6250-1745-    Waukesha   \n",
       "12433                                      58-6251-1745-    Waukesha   \n",
       "12436                                      58-6254-1745-    Waukesha   \n",
       "12437                                      58-6255-1745-    Waukesha   \n",
       "12438                                      58-6256-1745-    Waukesha   \n",
       "12439                                      58-6257-1745-    Waukesha   \n",
       "12443                                      58-6261-1745-    Waukesha   \n",
       "12459                                      58-6277-1745-    Waukesha   \n",
       "12462                                      58-6280-1745-    Waukesha   \n",
       "12464                                      58-6282-1745-    Waukesha   \n",
       "12465                                      58-6283-1745-    Waukesha   \n",
       "...                                                  ...         ...   \n",
       "17072  12-9635-405506-2-The SR 9 Add Lanes & Rehabili...     Brevard   \n",
       "17075  12-9636-405506-2-The SR 9 Add Lanes & Rehabili...     Brevard   \n",
       "17078  12-9637-405506-2-The SR 9 Add Lanes & Rehabili...     Brevard   \n",
       "16248  12-9319-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "16249  12-9319-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "16251  12-9320-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "16252  12-9320-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "17081  12-9638-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "17082  12-9638-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "17084  12-9639-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "17085  12-9639-404525-1-The Add Lanes & Reconstruct P...    Seminole   \n",
       "16254  12-9321-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "16255  12-9321-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "16257  12-9322-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "16258  12-9322-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "17087  12-9640-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "17088  12-9640-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "17090  12-9641-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "17091  12-9641-404418-1-The SR 15/600 – Interchange (...    Seminole   \n",
       "16260  12-9323-242696-1-The Add-Lanes Project for SR ...     Volusia   \n",
       "16263  12-9324-242696-1-The Add-Lanes Project for SR ...     Volusia   \n",
       "17093  12-9642-242696-1-The Add-Lanes Project for SR ...     Volusia   \n",
       "17096  12-9643-242696-1-The Add-Lanes Project for SR ...     Volusia   \n",
       "17135  12-9656-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17138  12-9657-416939-1-The SR 93 Resurfacing Project...      Sumter   \n",
       "17141  12-9658-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17144  12-9659-417141-1-The SR 11 – Resurfacing Proje...     Flagler   \n",
       "17150  -9661-417153-1-The SR 3 Resurfacing Project on...     Brevard   \n",
       "17153  -9662-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "17156  -9663-417154-1-The SR 40 – Resurfacing Project...     Volusia   \n",
       "\n",
       "       TollType  ForecastYear ...  ForecastYearType  YearForecastProduced  \\\n",
       "12413         1        2010.0 ...               1.0                2007.0   \n",
       "12414         1        2010.0 ...               1.0                2007.0   \n",
       "12415         1        2010.0 ...               1.0                2007.0   \n",
       "12416         1        2010.0 ...               1.0                2007.0   \n",
       "12417         1        2010.0 ...               1.0                2007.0   \n",
       "12418         1        2007.0 ...               1.0                2005.0   \n",
       "12419         1        2007.0 ...               1.0                2005.0   \n",
       "12420         1        2007.0 ...               1.0                2005.0   \n",
       "12421         1        2007.0 ...               1.0                2006.0   \n",
       "12423         1        2007.0 ...               1.0                2006.0   \n",
       "12424         1        2007.0 ...               1.0                2006.0   \n",
       "12425         1        2007.0 ...               1.0                2006.0   \n",
       "12426         1        2007.0 ...               1.0                2006.0   \n",
       "12427         1        2007.0 ...               1.0                2006.0   \n",
       "12428         1        2007.0 ...               1.0                2006.0   \n",
       "12429         1        2007.0 ...               1.0                2006.0   \n",
       "12430         1        2007.0 ...               1.0                2006.0   \n",
       "12431         1        2007.0 ...               1.0                2006.0   \n",
       "12422         1        2010.0 ...               1.0                2007.0   \n",
       "12432         1        2009.0 ...               1.0                2007.0   \n",
       "12433         1        2009.0 ...               1.0                2007.0   \n",
       "12436         1        2009.0 ...               1.0                2007.0   \n",
       "12437         1        2009.0 ...               1.0                2007.0   \n",
       "12438         1        2009.0 ...               1.0                2007.0   \n",
       "12439         1        2009.0 ...               1.0                2007.0   \n",
       "12443         1        2009.0 ...               1.0                2007.0   \n",
       "12459         1        2009.0 ...               1.0                2007.0   \n",
       "12462         1        2009.0 ...               1.0                2007.0   \n",
       "12464         1        2009.0 ...               1.0                2007.0   \n",
       "12465         1        2009.0 ...               1.0                2007.0   \n",
       "...         ...           ... ...               ...                   ...   \n",
       "17072         1        2010.0 ...               1.0                2005.0   \n",
       "17075         1        2010.0 ...               1.0                2005.0   \n",
       "17078         1        2010.0 ...               1.0                2005.0   \n",
       "16248         1        2006.0 ...               1.0                2002.0   \n",
       "16249         1        2016.0 ...               2.0                2002.0   \n",
       "16251         1        2006.0 ...               1.0                2002.0   \n",
       "16252         1        2016.0 ...               2.0                2002.0   \n",
       "17081         1        2006.0 ...               1.0                2002.0   \n",
       "17082         1        2016.0 ...               2.0                2002.0   \n",
       "17084         1        2006.0 ...               1.0                2002.0   \n",
       "17085         1        2016.0 ...               2.0                2002.0   \n",
       "16254         1        2006.0 ...               1.0                2006.0   \n",
       "16255         1        2016.0 ...               2.0                2006.0   \n",
       "16257         1        2006.0 ...               1.0                2006.0   \n",
       "16258         1        2016.0 ...               2.0                2006.0   \n",
       "17087         1        2006.0 ...               1.0                2006.0   \n",
       "17088         1        2016.0 ...               2.0                2006.0   \n",
       "17090         1        2006.0 ...               1.0                2006.0   \n",
       "17091         1        2016.0 ...               2.0                2006.0   \n",
       "16260         1        2003.0 ...               1.0                2002.0   \n",
       "16263         1        2003.0 ...               1.0                2002.0   \n",
       "17093         1        2003.0 ...               1.0                2002.0   \n",
       "17096         1        2003.0 ...               1.0                2002.0   \n",
       "17135         1        2008.0 ...               1.0                2006.0   \n",
       "17138         1        2008.0 ...               1.0                2006.0   \n",
       "17141         1        2008.0 ...               1.0                2005.0   \n",
       "17144         1        2008.0 ...               1.0                2005.0   \n",
       "17150         1        2007.0 ...               NaN                2005.0   \n",
       "17153         1        2008.0 ...               NaN                2005.0   \n",
       "17156         1        2008.0 ...               NaN                2005.0   \n",
       "\n",
       "       ForecastMethodology                     SegmentDescription  \\\n",
       "12413                    1                                    NaN   \n",
       "12414                    1                                    NaN   \n",
       "12415                    1                                    NaN   \n",
       "12416                    1                                    NaN   \n",
       "12417                    1                                    NaN   \n",
       "12418                    1                                    NaN   \n",
       "12419                    1                                    NaN   \n",
       "12420                    1                                    NaN   \n",
       "12421                    1                                    NaN   \n",
       "12423                    1                                    NaN   \n",
       "12424                    1                                    NaN   \n",
       "12425                    1                                    NaN   \n",
       "12426                    1                                    NaN   \n",
       "12427                    1                                    NaN   \n",
       "12428                    1                                    NaN   \n",
       "12429                    1                                    NaN   \n",
       "12430                    1                                    NaN   \n",
       "12431                    1                                    NaN   \n",
       "12422                    1                                    NaN   \n",
       "12432                    1                                    NaN   \n",
       "12433                    1                                    NaN   \n",
       "12436                    1                                    NaN   \n",
       "12437                    1                                    NaN   \n",
       "12438                    1                                    NaN   \n",
       "12439                    1                                    NaN   \n",
       "12443                    1                                    NaN   \n",
       "12459                    1                                    NaN   \n",
       "12462                    1                                    NaN   \n",
       "12464                    1                                    NaN   \n",
       "12465                    1                                    NaN   \n",
       "...                    ...                                    ...   \n",
       "17072                    1                                    NaN   \n",
       "17075                    1                                    NaN   \n",
       "17078                    1                                    NaN   \n",
       "16248                    5            Pine Street to Clark Street   \n",
       "16249                    5            Pine Street to Clark Street   \n",
       "16251                    5    lark Street to Mitchel Hammock Road   \n",
       "16252                    5    lark Street to Mitchel Hammock Road   \n",
       "17081                    5            Pine Street to Clark Street   \n",
       "17082                    5            Pine Street to Clark Street   \n",
       "17084                    5    lark Street to Mitchel Hammock Road   \n",
       "17085                    5    lark Street to Mitchel Hammock Road   \n",
       "16254                    1                                    NaN   \n",
       "16255                    1                                    NaN   \n",
       "16257                    1                                    NaN   \n",
       "16258                    1                                    NaN   \n",
       "17087                    1                                    NaN   \n",
       "17088                    1                                    NaN   \n",
       "17090                    1                                    NaN   \n",
       "17091                    1                                    NaN   \n",
       "16260                    1                                    NaN   \n",
       "16263                  NaN                                    NaN   \n",
       "17093                    1                                    NaN   \n",
       "17096                  NaN                                    NaN   \n",
       "17135                    5            MP 21.730 to South of SR 93   \n",
       "17138                    5            North of SR 93 to MP 28.996   \n",
       "17141                    1     SR 11 North of Volusia County Line   \n",
       "17144                    1                    SR 11 South of US 1   \n",
       "17150                    4           (M.P. 3.858) to (M.P. 9.755)   \n",
       "17153                    1  SR 40 - 4.0 Miles East of US 17/SR 15   \n",
       "17156                    1        SR 40 - 3.0 Miles East of SR 11   \n",
       "\n",
       "      main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \\\n",
       "12413                           6231        NaN                2010   3700   \n",
       "12414                           6232        NaN                2010   5500   \n",
       "12415                           6233        NaN                2010   2800   \n",
       "12416                           6234        NaN                2010   2500   \n",
       "12417                           6235        NaN                2010   3500   \n",
       "12418                           6236        NaN                2007  14000   \n",
       "12419                           6237        NaN                2007  14700   \n",
       "12420                           6238        NaN                2007  16900   \n",
       "12421                           6239        NaN                2007   1900   \n",
       "12423                           6241        NaN                2007   5100   \n",
       "12424                           6242        NaN                2007   1800   \n",
       "12425                           6243        NaN                2007   1900   \n",
       "12426                           6244        NaN                2007   2000   \n",
       "12427                           6245        NaN                2007   6700   \n",
       "12428                           6246        NaN                2007   1700   \n",
       "12429                           6247        NaN                2007   1900   \n",
       "12430                           6248        NaN                2007   1700   \n",
       "12431                           6249        NaN                2007   1600   \n",
       "12422                           6240        NaN                2010   1000   \n",
       "12432                           6250        NaN                2009   3800   \n",
       "12433                           6251        NaN                2009   4400   \n",
       "12436                           6254        NaN                2009   5800   \n",
       "12437                           6255        NaN                2009   5400   \n",
       "12438                           6256        NaN                2009   3700   \n",
       "12439                           6257        NaN                2009   3500   \n",
       "12443                           6261        NaN                2009   2000   \n",
       "12459                           6277        NaN                2009   5000   \n",
       "12462                           6280        NaN                2009    840   \n",
       "12464                           6282        NaN                2009   1400   \n",
       "12465                           6283        NaN                2009   1100   \n",
       "...                              ...        ...                 ...    ...   \n",
       "17072                           9635        1.0                2010  36500   \n",
       "17075                           9636        2.0                2010  39000   \n",
       "17078                           9637        3.0                2010  39000   \n",
       "16248                           9319        1.0                2006  19900   \n",
       "16249                           9319        1.0                2016  23500   \n",
       "16251                           9320        2.0                2006  19900   \n",
       "16252                           9320        2.0                2016  23500   \n",
       "17081                           9638        1.0                2006  19900   \n",
       "17082                           9638        1.0                2016  23500   \n",
       "17084                           9639        2.0                2006  19900   \n",
       "17085                           9639        2.0                2016  23500   \n",
       "16254                           9321        1.0                2006  49000   \n",
       "16255                           9321        1.0                2016  50500   \n",
       "16257                           9322        2.0                2006  56500   \n",
       "16258                           9322        2.0                2016  54500   \n",
       "17087                           9640        1.0                2006  49000   \n",
       "17088                           9640        1.0                2016  50500   \n",
       "17090                           9641        2.0                2006  56500   \n",
       "17091                           9641        2.0                2016  54500   \n",
       "16260                           9323        1.0                2003  58500   \n",
       "16263                           9324        2.0                2003  60500   \n",
       "17093                           9642        1.0                2003  58500   \n",
       "17096                           9643        2.0                2003  60500   \n",
       "17135                           9656        1.0                2008  71500   \n",
       "17138                           9657        2.0                2008  68000   \n",
       "17141                           9658        1.0                2008   2600   \n",
       "17144                           9659        2.0                2008   6000   \n",
       "17150                           9661        1.0                2007  19200   \n",
       "17153                           9662        1.0                2008   5800   \n",
       "17156                           9663        2.0                2008  10800   \n",
       "\n",
       "       DiffYear   n  \n",
       "12413       0.0   5  \n",
       "12414       0.0   5  \n",
       "12415       0.0   5  \n",
       "12416       0.0   5  \n",
       "12417       0.0   5  \n",
       "12418       0.0   3  \n",
       "12419       0.0   3  \n",
       "12420       0.0   3  \n",
       "12421       0.0  10  \n",
       "12423       0.0  10  \n",
       "12424       0.0  10  \n",
       "12425       0.0  10  \n",
       "12426       0.0  10  \n",
       "12427       0.0  10  \n",
       "12428       0.0  10  \n",
       "12429       0.0  10  \n",
       "12430       0.0  10  \n",
       "12431       0.0  10  \n",
       "12422       0.0   1  \n",
       "12432       0.0  12  \n",
       "12433       0.0  12  \n",
       "12436       0.0  12  \n",
       "12437       0.0  12  \n",
       "12438       0.0  12  \n",
       "12439       0.0  12  \n",
       "12443       0.0  12  \n",
       "12459       0.0  12  \n",
       "12462       0.0  12  \n",
       "12464       0.0  12  \n",
       "12465       0.0  12  \n",
       "...         ...  ..  \n",
       "17072       0.0   6  \n",
       "17075       0.0   6  \n",
       "17078       0.0   6  \n",
       "16248       0.0   8  \n",
       "16249       0.0   8  \n",
       "16251       0.0   8  \n",
       "16252       0.0   8  \n",
       "17081       0.0   8  \n",
       "17082       0.0   8  \n",
       "17084       0.0   8  \n",
       "17085       0.0   8  \n",
       "16254       0.0   8  \n",
       "16255       0.0   8  \n",
       "16257       0.0   8  \n",
       "16258       0.0   8  \n",
       "17087       0.0   8  \n",
       "17088       0.0   8  \n",
       "17090       0.0   8  \n",
       "17091       0.0   8  \n",
       "16260       0.0   4  \n",
       "16263       0.0   4  \n",
       "17093       0.0   4  \n",
       "17096       0.0   4  \n",
       "17135       0.0   2  \n",
       "17138       0.0   2  \n",
       "17141       0.0   2  \n",
       "17144       0.0   2  \n",
       "17150       0.0   1  \n",
       "17153       0.0   2  \n",
       "17156       0.0   2  \n",
       "\n",
       "[3265 rows x 21 columns]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "newestimation1 = pd.merge(estimation,project_weight, left_on='InternalProjectID', right_index=True)\n",
    "newestimation1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>Length_miles</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>ImprovementType</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>main_ProjectInformation_ProjectID</th>\n",
       "      <th>County</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>...</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "      <th>n</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>13416</th>\n",
       "      <td>TH 35 and Little Canada Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M286</td>\n",
       "      <td>28-7234-TA-M286-TH 35 and Little Canada Road</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1981.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , Little Canada RdWest of Co Rd CEB</td>\n",
       "      <td>7234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2004</td>\n",
       "      <td>20000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13417</th>\n",
       "      <td>TH 35 and Little Canada Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M286</td>\n",
       "      <td>28-7235-TA-M286-TH 35 and Little Canada Road</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1981.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , WB</td>\n",
       "      <td>7235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2004</td>\n",
       "      <td>20000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13418</th>\n",
       "      <td>TH 35 and Little Canada Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M286</td>\n",
       "      <td>28-7236-TA-M286-TH 35 and Little Canada Road</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1981.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , Little Canada RdBetween Co Rd C &amp; Lakesh...</td>\n",
       "      <td>7236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2004</td>\n",
       "      <td>20000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13419</th>\n",
       "      <td>TH 35 and Little Canada Road</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M286</td>\n",
       "      <td>28-7237-TA-M286-TH 35 and Little Canada Road</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1981.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , WB</td>\n",
       "      <td>7237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2004</td>\n",
       "      <td>20000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13856</th>\n",
       "      <td>TH 494 from TH 12 (394) to TH 55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M358</td>\n",
       "      <td>28-7674-TA-M358-TH 494 from TH 12 (394) to TH 55</td>\n",
       "      <td>Hennepin</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1987.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , I-494Between I-394NB</td>\n",
       "      <td>7674</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1990</td>\n",
       "      <td>27000</td>\n",
       "      <td>20.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13857</th>\n",
       "      <td>TH 494 from TH 12 (394) to TH 55</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M358</td>\n",
       "      <td>28-7675-TA-M358-TH 494 from TH 12 (394) to TH 55</td>\n",
       "      <td>Hennepin</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1987.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>7675</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1990</td>\n",
       "      <td>27000</td>\n",
       "      <td>20.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14058</th>\n",
       "      <td>TH 55 From Western City Limits To TH61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M300</td>\n",
       "      <td>28-7876-TA-M300-TH 55 From Western City Limits...</td>\n",
       "      <td>Dakota</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1983.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 55West Of Pine StEB</td>\n",
       "      <td>7876</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1986</td>\n",
       "      <td>14000</td>\n",
       "      <td>22.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14059</th>\n",
       "      <td>TH 55 From Western City Limits To TH61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M300</td>\n",
       "      <td>28-7877-TA-M300-TH 55 From Western City Limits...</td>\n",
       "      <td>Dakota</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1983.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , WB</td>\n",
       "      <td>7877</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1986</td>\n",
       "      <td>14000</td>\n",
       "      <td>22.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14060</th>\n",
       "      <td>TH 55 From Western City Limits To TH61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M300</td>\n",
       "      <td>28-7878-TA-M300-TH 55 From Western City Limits...</td>\n",
       "      <td>Dakota</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1983.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 55Between Pine StEB</td>\n",
       "      <td>7878</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1986</td>\n",
       "      <td>14000</td>\n",
       "      <td>22.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14061</th>\n",
       "      <td>TH 55 From Western City Limits To TH61</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TA-M300</td>\n",
       "      <td>28-7879-TA-M300-TH 55 From Western City Limits...</td>\n",
       "      <td>Dakota</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1983.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , WB</td>\n",
       "      <td>7879</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1986</td>\n",
       "      <td>14000</td>\n",
       "      <td>22.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14235</th>\n",
       "      <td>TH61 - From I-94 to TH 212</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3074</td>\n",
       "      <td>28-8053-TAU 3074-TH61 - From I-94 to TH 212</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1986.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 61South Of East 3rd StreetNB</td>\n",
       "      <td>8053</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6050</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14236</th>\n",
       "      <td>TH61 - From I-94 to TH 212</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3074</td>\n",
       "      <td>28-8054-TAU 3074-TH61 - From I-94 to TH 212</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1986.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8054</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6050</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14265</th>\n",
       "      <td>TH 5 - Toronto Avenue to Banfil Street in St. ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3077</td>\n",
       "      <td>28-8083-TAU 3077-TH 5 - Toronto Avenue to Banf...</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1965.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 5South Of Jefferson AvenueNB</td>\n",
       "      <td>8083</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1980</td>\n",
       "      <td>3900</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14266</th>\n",
       "      <td>TH 5 - Toronto Avenue to Banfil Street in St. ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3077</td>\n",
       "      <td>28-8084-TAU 3077-TH 5 - Toronto Avenue to Banf...</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1965.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8084</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1980</td>\n",
       "      <td>3900</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14267</th>\n",
       "      <td>TH 5 - Toronto Avenue to Banfil Street in St. ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3077</td>\n",
       "      <td>28-8085-TAU 3077-TH 5 - Toronto Avenue to Banf...</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1965.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 5Between Jefferson AvenueNB</td>\n",
       "      <td>8085</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1980</td>\n",
       "      <td>3900</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14268</th>\n",
       "      <td>TH 5 - Toronto Avenue to Banfil Street in St. ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU 3077</td>\n",
       "      <td>28-8086-TAU 3077-TH 5 - Toronto Avenue to Banf...</td>\n",
       "      <td>Ramsey</td>\n",
       "      <td>1</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1965.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8086</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1980</td>\n",
       "      <td>3900</td>\n",
       "      <td>5.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14351</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8169-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13West of TH 10EB</td>\n",
       "      <td>8169</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14352</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8170-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , WB</td>\n",
       "      <td>8170</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14353</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8171-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13South of Township Road 243+04NB</td>\n",
       "      <td>8171</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14354</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8172-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8172</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14355</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8173-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13North Of Township Road 243+04South ...</td>\n",
       "      <td>8173</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14356</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8174-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8174</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14357</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8175-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13North Of Township Road 285+48South ...</td>\n",
       "      <td>8175</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14358</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8176-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8176</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14359</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8177-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13North Of County Road SASouth Of Tow...</td>\n",
       "      <td>8177</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14360</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8178-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8178</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14361</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8179-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13North Of Township Road 339+20/55Sou...</td>\n",
       "      <td>8179</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14362</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8180-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8180</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14363</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8181-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , TH 13North Of Township Road 366+44South ...</td>\n",
       "      <td>8181</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14364</th>\n",
       "      <td>TH13 - TH19 East Of New Prague to TH 282 North...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>28.0</td>\n",
       "      <td>TAU3204A</td>\n",
       "      <td>28-8182-TAU3204A-TH13 - TH19 East Of New Pragu...</td>\n",
       "      <td>Anoka</td>\n",
       "      <td>1</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1964.0</td>\n",
       "      <td>1</td>\n",
       "      <td>, , , SB</td>\n",
       "      <td>8182</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1985</td>\n",
       "      <td>6150</td>\n",
       "      <td>3.0</td>\n",
       "      <td>18</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>16216</th>\n",
       "      <td>The SR 25 (US 27) Resurfacing Project limited ...</td>\n",
       "      <td>0.024000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>408638-1</td>\n",
       "      <td>12-9308-408638-1-The SR 25 (US 27) Resurfacing...</td>\n",
       "      <td>Lake</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>M.P. 31.846 to M.P. 31.870</td>\n",
       "      <td>9308</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>26000</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17049</th>\n",
       "      <td>The SR 25 (US 27) Resurfacing Project limited ...</td>\n",
       "      <td>0.024000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>408638-1</td>\n",
       "      <td>12-9627-408638-1-The SR 25 (US 27) Resurfacing...</td>\n",
       "      <td>Lake</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>M.P. 31.846 to M.P. 31.870</td>\n",
       "      <td>9627</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>26000</td>\n",
       "      <td>10.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16219</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>4.114000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-4</td>\n",
       "      <td>12-9309-406869-4-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9309</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>46500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17052</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>4.114000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-4</td>\n",
       "      <td>12-9628-406869-4-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9628</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>46500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16222</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9310-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9310</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>46500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16225</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9311-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9311</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>40654</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16228</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9312-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9312</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>49500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17055</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9629-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9629</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>46500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17058</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9630-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9630</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>40654</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17061</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>23.285999</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-6</td>\n",
       "      <td>12-9631-406869-6-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9631</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>49500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16231</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>17.290001</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-3</td>\n",
       "      <td>12-9313-406869-3-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9313</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>26500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17064</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>17.290001</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-3</td>\n",
       "      <td>12-9632-406869-3-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9632</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>26500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16234</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-5</td>\n",
       "      <td>12-9314-406869-5-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9314</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>39500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16237</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-5</td>\n",
       "      <td>12-9315-406869-5-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9315</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>29000</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17067</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-5</td>\n",
       "      <td>12-9633-406869-5-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9633</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>39500</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17070</th>\n",
       "      <td>The SR 9 – Add Lanes and Rehabilitate Pavement...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>406869-5</td>\n",
       "      <td>12-9634-406869-5-The SR 9 – Add Lanes and Reha...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2022.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9634</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>29000</td>\n",
       "      <td>6.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16240</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9316-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9316</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>84500</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16243</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9317-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9317</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>45000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16246</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9318-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9318</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>36500</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17073</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9635-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>84500</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17076</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9636-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>45000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17079</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>12-9637-405506-2-The SR 9 Add Lanes &amp; Rehabili...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2020.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>36500</td>\n",
       "      <td>4.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17133</th>\n",
       "      <td>The SR 520 Traffic Ops Improvement Project on ...</td>\n",
       "      <td>0.285000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416408-1</td>\n",
       "      <td>12-9655-416408-1-The SR 520 Traffic Ops Improv...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>MP 8.75 to MP 9.035</td>\n",
       "      <td>9655</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>38000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17136</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9656-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>68000</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17139</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>7.266000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>12-9657-416939-1-The SR 93 Resurfacing Project...</td>\n",
       "      <td>Sumter</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>72500</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17142</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9658-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>2800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17145</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>15.507000</td>\n",
       "      <td>4.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>12-9659-417141-1-The SR 11 – Resurfacing Proje...</td>\n",
       "      <td>Flagler</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>5300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17151</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>5.897000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>-9661-417153-1-The SR 3 Resurfacing Project on...</td>\n",
       "      <td>Brevard</td>\n",
       "      <td>1</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>22500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17154</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9662-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>6900</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17157</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>13.336000</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>-9663-417154-1-The SR 40 – Resurfacing Project...</td>\n",
       "      <td>Volusia</td>\n",
       "      <td>1</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>...</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>11100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>521 rows × 21 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  Length_miles  \\\n",
       "13416                       TH 35 and Little Canada Road           NaN   \n",
       "13417                       TH 35 and Little Canada Road           NaN   \n",
       "13418                       TH 35 and Little Canada Road           NaN   \n",
       "13419                       TH 35 and Little Canada Road           NaN   \n",
       "13856                   TH 494 from TH 12 (394) to TH 55           NaN   \n",
       "13857                   TH 494 from TH 12 (394) to TH 55           NaN   \n",
       "14058             TH 55 From Western City Limits To TH61           NaN   \n",
       "14059             TH 55 From Western City Limits To TH61           NaN   \n",
       "14060             TH 55 From Western City Limits To TH61           NaN   \n",
       "14061             TH 55 From Western City Limits To TH61           NaN   \n",
       "14235                         TH61 - From I-94 to TH 212           NaN   \n",
       "14236                         TH61 - From I-94 to TH 212           NaN   \n",
       "14265  TH 5 - Toronto Avenue to Banfil Street in St. ...           NaN   \n",
       "14266  TH 5 - Toronto Avenue to Banfil Street in St. ...           NaN   \n",
       "14267  TH 5 - Toronto Avenue to Banfil Street in St. ...           NaN   \n",
       "14268  TH 5 - Toronto Avenue to Banfil Street in St. ...           NaN   \n",
       "14351  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14352  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14353  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14354  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14355  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14356  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14357  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14358  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14359  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14360  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14361  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14362  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14363  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "14364  TH13 - TH19 East Of New Prague to TH 282 North...           NaN   \n",
       "...                                                  ...           ...   \n",
       "16216  The SR 25 (US 27) Resurfacing Project limited ...      0.024000   \n",
       "17049  The SR 25 (US 27) Resurfacing Project limited ...      0.024000   \n",
       "16219  The SR 9 – Add Lanes and Rehabilitate Pavement...      4.114000   \n",
       "17052  The SR 9 – Add Lanes and Rehabilitate Pavement...      4.114000   \n",
       "16222  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "16225  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "16228  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "17055  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "17058  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "17061  The SR 9 – Add Lanes and Rehabilitate Pavement...     23.285999   \n",
       "16231  The SR 9 – Add Lanes and Rehabilitate Pavement...     17.290001   \n",
       "17064  The SR 9 – Add Lanes and Rehabilitate Pavement...     17.290001   \n",
       "16234  The SR 9 – Add Lanes and Rehabilitate Pavement...           NaN   \n",
       "16237  The SR 9 – Add Lanes and Rehabilitate Pavement...           NaN   \n",
       "17067  The SR 9 – Add Lanes and Rehabilitate Pavement...           NaN   \n",
       "17070  The SR 9 – Add Lanes and Rehabilitate Pavement...           NaN   \n",
       "16240  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "16243  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "16246  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17073  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17076  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17079  The SR 9 Add Lanes & Rehabilitate Pavement Pro...           NaN   \n",
       "17133  The SR 520 Traffic Ops Improvement Project on ...      0.285000   \n",
       "17136  The SR 93 Resurfacing Project on SR 93 from SR...      7.266000   \n",
       "17139  The SR 93 Resurfacing Project on SR 93 from SR...      7.266000   \n",
       "17142  The SR 11 – Resurfacing Project include SR 11 ...     15.507000   \n",
       "17145  The SR 11 – Resurfacing Project include SR 11 ...     15.507000   \n",
       "17151  The SR 3 Resurfacing Project on SR 3 from 0.01...      5.897000   \n",
       "17154  The SR 40 – Resurfacing Project from 269 ft ea...     13.336000   \n",
       "17157  The SR 40 – Resurfacing Project from 269 ft ea...     13.336000   \n",
       "\n",
       "       FunctionalClass  ImprovementType  State InternalProjectID  \\\n",
       "13416              NaN              NaN   28.0           TA-M286   \n",
       "13417              NaN              NaN   28.0           TA-M286   \n",
       "13418              NaN              NaN   28.0           TA-M286   \n",
       "13419              NaN              NaN   28.0           TA-M286   \n",
       "13856              NaN              NaN   28.0           TA-M358   \n",
       "13857              NaN              NaN   28.0           TA-M358   \n",
       "14058              NaN              NaN   28.0           TA-M300   \n",
       "14059              NaN              NaN   28.0           TA-M300   \n",
       "14060              NaN              NaN   28.0           TA-M300   \n",
       "14061              NaN              NaN   28.0           TA-M300   \n",
       "14235              NaN              NaN   28.0          TAU 3074   \n",
       "14236              NaN              NaN   28.0          TAU 3074   \n",
       "14265              NaN              NaN   28.0          TAU 3077   \n",
       "14266              NaN              NaN   28.0          TAU 3077   \n",
       "14267              NaN              NaN   28.0          TAU 3077   \n",
       "14268              NaN              NaN   28.0          TAU 3077   \n",
       "14351              NaN              NaN   28.0          TAU3204A   \n",
       "14352              NaN              NaN   28.0          TAU3204A   \n",
       "14353              NaN              NaN   28.0          TAU3204A   \n",
       "14354              NaN              NaN   28.0          TAU3204A   \n",
       "14355              NaN              NaN   28.0          TAU3204A   \n",
       "14356              NaN              NaN   28.0          TAU3204A   \n",
       "14357              NaN              NaN   28.0          TAU3204A   \n",
       "14358              NaN              NaN   28.0          TAU3204A   \n",
       "14359              NaN              NaN   28.0          TAU3204A   \n",
       "14360              NaN              NaN   28.0          TAU3204A   \n",
       "14361              NaN              NaN   28.0          TAU3204A   \n",
       "14362              NaN              NaN   28.0          TAU3204A   \n",
       "14363              NaN              NaN   28.0          TAU3204A   \n",
       "14364              NaN              NaN   28.0          TAU3204A   \n",
       "...                ...              ...    ...               ...   \n",
       "16216              3.0              NaN   12.0          408638-1   \n",
       "17049              3.0              NaN   12.0          408638-1   \n",
       "16219              1.0              NaN   12.0          406869-4   \n",
       "17052              1.0              NaN   12.0          406869-4   \n",
       "16222              1.0              NaN   12.0          406869-6   \n",
       "16225              1.0              NaN   12.0          406869-6   \n",
       "16228              1.0              NaN   12.0          406869-6   \n",
       "17055              1.0              NaN   12.0          406869-6   \n",
       "17058              1.0              NaN   12.0          406869-6   \n",
       "17061              1.0              NaN   12.0          406869-6   \n",
       "16231              1.0              NaN   12.0          406869-3   \n",
       "17064              1.0              NaN   12.0          406869-3   \n",
       "16234              1.0              NaN   12.0          406869-5   \n",
       "16237              3.0              NaN   12.0          406869-5   \n",
       "17067              1.0              NaN   12.0          406869-5   \n",
       "17070              3.0              NaN   12.0          406869-5   \n",
       "16240              3.0              NaN   12.0          405506-2   \n",
       "16243              3.0              NaN   12.0          405506-2   \n",
       "16246              3.0              NaN   12.0          405506-2   \n",
       "17073              3.0              NaN   12.0          405506-2   \n",
       "17076              3.0              NaN   12.0          405506-2   \n",
       "17079              3.0              NaN   12.0          405506-2   \n",
       "17133              3.0              NaN   12.0          416408-1   \n",
       "17136              3.0              NaN   12.0          416939-1   \n",
       "17139              3.0              NaN   12.0          416939-1   \n",
       "17142              4.0              NaN   12.0          417141-1   \n",
       "17145              4.0              NaN   12.0          417141-1   \n",
       "17151              3.0              NaN    NaN          417153-1   \n",
       "17154              3.0              NaN    NaN          417154-1   \n",
       "17157              3.0              NaN    NaN          417154-1   \n",
       "\n",
       "                       main_ProjectInformation_ProjectID    County  TollType  \\\n",
       "13416       28-7234-TA-M286-TH 35 and Little Canada Road    Ramsey         1   \n",
       "13417       28-7235-TA-M286-TH 35 and Little Canada Road    Ramsey         1   \n",
       "13418       28-7236-TA-M286-TH 35 and Little Canada Road    Ramsey         1   \n",
       "13419       28-7237-TA-M286-TH 35 and Little Canada Road    Ramsey         1   \n",
       "13856   28-7674-TA-M358-TH 494 from TH 12 (394) to TH 55  Hennepin         1   \n",
       "13857   28-7675-TA-M358-TH 494 from TH 12 (394) to TH 55  Hennepin         1   \n",
       "14058  28-7876-TA-M300-TH 55 From Western City Limits...    Dakota         1   \n",
       "14059  28-7877-TA-M300-TH 55 From Western City Limits...    Dakota         1   \n",
       "14060  28-7878-TA-M300-TH 55 From Western City Limits...    Dakota         1   \n",
       "14061  28-7879-TA-M300-TH 55 From Western City Limits...    Dakota         1   \n",
       "14235        28-8053-TAU 3074-TH61 - From I-94 to TH 212    Ramsey         1   \n",
       "14236        28-8054-TAU 3074-TH61 - From I-94 to TH 212    Ramsey         1   \n",
       "14265  28-8083-TAU 3077-TH 5 - Toronto Avenue to Banf...    Ramsey         1   \n",
       "14266  28-8084-TAU 3077-TH 5 - Toronto Avenue to Banf...    Ramsey         1   \n",
       "14267  28-8085-TAU 3077-TH 5 - Toronto Avenue to Banf...    Ramsey         1   \n",
       "14268  28-8086-TAU 3077-TH 5 - Toronto Avenue to Banf...    Ramsey         1   \n",
       "14351  28-8169-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14352  28-8170-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14353  28-8171-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14354  28-8172-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14355  28-8173-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14356  28-8174-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14357  28-8175-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14358  28-8176-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14359  28-8177-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14360  28-8178-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14361  28-8179-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14362  28-8180-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14363  28-8181-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "14364  28-8182-TAU3204A-TH13 - TH19 East Of New Pragu...     Anoka         1   \n",
       "...                                                  ...       ...       ...   \n",
       "16216  12-9308-408638-1-The SR 25 (US 27) Resurfacing...      Lake         1   \n",
       "17049  12-9627-408638-1-The SR 25 (US 27) Resurfacing...      Lake         1   \n",
       "16219  12-9309-406869-4-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "17052  12-9628-406869-4-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "16222  12-9310-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "16225  12-9311-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "16228  12-9312-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "17055  12-9629-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "17058  12-9630-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "17061  12-9631-406869-6-The SR 9 – Add Lanes and Reha...   Volusia         1   \n",
       "16231  12-9313-406869-3-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "17064  12-9632-406869-3-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "16234  12-9314-406869-5-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "16237  12-9315-406869-5-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "17067  12-9633-406869-5-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "17070  12-9634-406869-5-The SR 9 – Add Lanes and Reha...   Brevard         1   \n",
       "16240  12-9316-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "16243  12-9317-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "16246  12-9318-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "17073  12-9635-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "17076  12-9636-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "17079  12-9637-405506-2-The SR 9 Add Lanes & Rehabili...   Brevard         1   \n",
       "17133  12-9655-416408-1-The SR 520 Traffic Ops Improv...   Brevard         1   \n",
       "17136  12-9656-416939-1-The SR 93 Resurfacing Project...    Sumter         1   \n",
       "17139  12-9657-416939-1-The SR 93 Resurfacing Project...    Sumter         1   \n",
       "17142  12-9658-417141-1-The SR 11 – Resurfacing Proje...   Flagler         1   \n",
       "17145  12-9659-417141-1-The SR 11 – Resurfacing Proje...   Flagler         1   \n",
       "17151  -9661-417153-1-The SR 3 Resurfacing Project on...   Brevard         1   \n",
       "17154  -9662-417154-1-The SR 40 – Resurfacing Project...   Volusia         1   \n",
       "17157  -9663-417154-1-The SR 40 – Resurfacing Project...   Volusia         1   \n",
       "\n",
       "       ForecastYear ...  ForecastYearType  YearForecastProduced  \\\n",
       "13416        2005.0 ...               NaN                1981.0   \n",
       "13417        2005.0 ...               NaN                1981.0   \n",
       "13418        2005.0 ...               NaN                1981.0   \n",
       "13419        2005.0 ...               NaN                1981.0   \n",
       "13856        2010.0 ...               NaN                1987.0   \n",
       "13857        2010.0 ...               NaN                1987.0   \n",
       "14058        2008.0 ...               NaN                1983.0   \n",
       "14059        2008.0 ...               NaN                1983.0   \n",
       "14060        2008.0 ...               NaN                1983.0   \n",
       "14061        2008.0 ...               NaN                1983.0   \n",
       "14235        1986.0 ...               NaN                1964.0   \n",
       "14236        1986.0 ...               NaN                1964.0   \n",
       "14265        1985.0 ...               NaN                1965.0   \n",
       "14266        1985.0 ...               NaN                1965.0   \n",
       "14267        1985.0 ...               NaN                1965.0   \n",
       "14268        1985.0 ...               NaN                1965.0   \n",
       "14351        1988.0 ...               NaN                1964.0   \n",
       "14352        1988.0 ...               NaN                1964.0   \n",
       "14353        1988.0 ...               NaN                1964.0   \n",
       "14354        1988.0 ...               NaN                1964.0   \n",
       "14355        1988.0 ...               NaN                1964.0   \n",
       "14356        1988.0 ...               NaN                1964.0   \n",
       "14357        1988.0 ...               NaN                1964.0   \n",
       "14358        1988.0 ...               NaN                1964.0   \n",
       "14359        1988.0 ...               NaN                1964.0   \n",
       "14360        1988.0 ...               NaN                1964.0   \n",
       "14361        1988.0 ...               NaN                1964.0   \n",
       "14362        1988.0 ...               NaN                1964.0   \n",
       "14363        1988.0 ...               NaN                1964.0   \n",
       "14364        1988.0 ...               NaN                1964.0   \n",
       "...             ... ...               ...                   ...   \n",
       "16216        2016.0 ...               2.0                2002.0   \n",
       "17049        2016.0 ...               2.0                2002.0   \n",
       "16219        2022.0 ...               2.0                2006.0   \n",
       "17052        2022.0 ...               2.0                2006.0   \n",
       "16222        2022.0 ...               2.0                2006.0   \n",
       "16225        2022.0 ...               2.0                2006.0   \n",
       "16228        2022.0 ...               2.0                2006.0   \n",
       "17055        2022.0 ...               2.0                2006.0   \n",
       "17058        2022.0 ...               2.0                2006.0   \n",
       "17061        2022.0 ...               2.0                2006.0   \n",
       "16231        2022.0 ...               2.0                2006.0   \n",
       "17064        2022.0 ...               2.0                2006.0   \n",
       "16234        2022.0 ...               2.0                2006.0   \n",
       "16237        2022.0 ...               2.0                2006.0   \n",
       "17067        2022.0 ...               2.0                2006.0   \n",
       "17070        2022.0 ...               2.0                2006.0   \n",
       "16240        2020.0 ...               2.0                2005.0   \n",
       "16243        2020.0 ...               2.0                2005.0   \n",
       "16246        2020.0 ...               2.0                2005.0   \n",
       "17073        2020.0 ...               2.0                2005.0   \n",
       "17076        2020.0 ...               2.0                2005.0   \n",
       "17079        2020.0 ...               2.0                2005.0   \n",
       "17133        2018.0 ...               2.0                2005.0   \n",
       "17136        2018.0 ...               2.0                2006.0   \n",
       "17139        2018.0 ...               2.0                2006.0   \n",
       "17142        2018.0 ...               2.0                2005.0   \n",
       "17145        2018.0 ...               2.0                2005.0   \n",
       "17151        2017.0 ...               2.0                2005.0   \n",
       "17154        2018.0 ...               2.0                2005.0   \n",
       "17157        2018.0 ...               2.0                2005.0   \n",
       "\n",
       "       ForecastMethodology                                 SegmentDescription  \\\n",
       "13416                    1            , , , Little Canada RdWest of Co Rd CEB   \n",
       "13417                    1                                           , , , WB   \n",
       "13418                    1  , , , Little Canada RdBetween Co Rd C & Lakesh...   \n",
       "13419                    1                                           , , , WB   \n",
       "13856                    1                         , , , I-494Between I-394NB   \n",
       "13857                    1                                           , , , SB   \n",
       "14058                    1                       , , , TH 55West Of Pine StEB   \n",
       "14059                    1                                           , , , WB   \n",
       "14060                    1                       , , , TH 55Between Pine StEB   \n",
       "14061                    1                                           , , , WB   \n",
       "14235                    1              , , , TH 61South Of East 3rd StreetNB   \n",
       "14236                    1                                           , , , SB   \n",
       "14265                    1              , , , TH 5South Of Jefferson AvenueNB   \n",
       "14266                    1                                           , , , SB   \n",
       "14267                    1               , , , TH 5Between Jefferson AvenueNB   \n",
       "14268                    1                                           , , , SB   \n",
       "14351                    1                         , , , TH 13West of TH 10EB   \n",
       "14352                    1                                           , , , WB   \n",
       "14353                    1         , , , TH 13South of Township Road 243+04NB   \n",
       "14354                    1                                           , , , SB   \n",
       "14355                    1  , , , TH 13North Of Township Road 243+04South ...   \n",
       "14356                    1                                           , , , SB   \n",
       "14357                    1  , , , TH 13North Of Township Road 285+48South ...   \n",
       "14358                    1                                           , , , SB   \n",
       "14359                    1  , , , TH 13North Of County Road SASouth Of Tow...   \n",
       "14360                    1                                           , , , SB   \n",
       "14361                    1  , , , TH 13North Of Township Road 339+20/55Sou...   \n",
       "14362                    1                                           , , , SB   \n",
       "14363                    1  , , , TH 13North Of Township Road 366+44South ...   \n",
       "14364                    1                                           , , , SB   \n",
       "...                    ...                                                ...   \n",
       "16216                    1                         M.P. 31.846 to M.P. 31.870   \n",
       "17049                    1                         M.P. 31.846 to M.P. 31.870   \n",
       "16219                    1                                                NaN   \n",
       "17052                    1                                                NaN   \n",
       "16222                    1                                                NaN   \n",
       "16225                    1                                                NaN   \n",
       "16228                    1                                                NaN   \n",
       "17055                    1                                                NaN   \n",
       "17058                    1                                                NaN   \n",
       "17061                    1                                                NaN   \n",
       "16231                    1                                                NaN   \n",
       "17064                    1                                                NaN   \n",
       "16234                    1                                                NaN   \n",
       "16237                    1                                                NaN   \n",
       "17067                    1                                                NaN   \n",
       "17070                    1                                                NaN   \n",
       "16240                    1                                                NaN   \n",
       "16243                    1                                                NaN   \n",
       "16246                    1                                                NaN   \n",
       "17073                    1                                                NaN   \n",
       "17076                    1                                                NaN   \n",
       "17079                    1                                                NaN   \n",
       "17133                    1                                MP 8.75 to MP 9.035   \n",
       "17136                    5                        MP 21.730 to South of SR 93   \n",
       "17139                    5                        North of SR 93 to MP 28.996   \n",
       "17142                    1                 SR 11 North of Volusia County Line   \n",
       "17145                    1                                SR 11 South of US 1   \n",
       "17151                    4                       (M.P. 3.858) to (M.P. 9.755)   \n",
       "17154                    1              SR 40 - 4.0 Miles East of US 17/SR 15   \n",
       "17157                    1                    SR 40 - 3.0 Miles East of SR 11   \n",
       "\n",
       "      main_TrafficForecast_ProjectID  SegmentID  Year_ofObservation  Count  \\\n",
       "13416                           7234        NaN                2004  20000   \n",
       "13417                           7235        NaN                2004  20000   \n",
       "13418                           7236        NaN                2004  20000   \n",
       "13419                           7237        NaN                2004  20000   \n",
       "13856                           7674        NaN                1990  27000   \n",
       "13857                           7675        NaN                1990  27000   \n",
       "14058                           7876        NaN                1986  14000   \n",
       "14059                           7877        NaN                1986  14000   \n",
       "14060                           7878        NaN                1986  14000   \n",
       "14061                           7879        NaN                1986  14000   \n",
       "14235                           8053        NaN                1985   6050   \n",
       "14236                           8054        NaN                1985   6050   \n",
       "14265                           8083        NaN                1980   3900   \n",
       "14266                           8084        NaN                1980   3900   \n",
       "14267                           8085        NaN                1980   3900   \n",
       "14268                           8086        NaN                1980   3900   \n",
       "14351                           8169        NaN                1985   6150   \n",
       "14352                           8170        NaN                1985   6150   \n",
       "14353                           8171        NaN                1985   6150   \n",
       "14354                           8172        NaN                1985   6150   \n",
       "14355                           8173        NaN                1985   6150   \n",
       "14356                           8174        NaN                1985   6150   \n",
       "14357                           8175        NaN                1985   6150   \n",
       "14358                           8176        NaN                1985   6150   \n",
       "14359                           8177        NaN                1985   6150   \n",
       "14360                           8178        NaN                1985   6150   \n",
       "14361                           8179        NaN                1985   6150   \n",
       "14362                           8180        NaN                1985   6150   \n",
       "14363                           8181        NaN                1985   6150   \n",
       "14364                           8182        NaN                1985   6150   \n",
       "...                              ...        ...                 ...    ...   \n",
       "16216                           9308        1.0                2006  26000   \n",
       "17049                           9627        1.0                2006  26000   \n",
       "16219                           9309        1.0                2016  46500   \n",
       "17052                           9628        1.0                2016  46500   \n",
       "16222                           9310        1.0                2016  46500   \n",
       "16225                           9311        2.0                2016  40654   \n",
       "16228                           9312        3.0                2016  49500   \n",
       "17055                           9629        1.0                2016  46500   \n",
       "17058                           9630        2.0                2016  40654   \n",
       "17061                           9631        3.0                2016  49500   \n",
       "16231                           9313        1.0                2016  26500   \n",
       "17064                           9632        1.0                2016  26500   \n",
       "16234                           9314        2.0                2016  39500   \n",
       "16237                           9315        3.0                2016  29000   \n",
       "17067                           9633        2.0                2016  39500   \n",
       "17070                           9634        3.0                2016  29000   \n",
       "16240                           9316        1.0                2016  84500   \n",
       "16243                           9317        2.0                2016  45000   \n",
       "16246                           9318        3.0                2016  36500   \n",
       "17073                           9635        1.0                2016  84500   \n",
       "17076                           9636        2.0                2016  45000   \n",
       "17079                           9637        3.0                2016  36500   \n",
       "17133                           9655        1.0                2016  38000   \n",
       "17136                           9656        1.0                2016  68000   \n",
       "17139                           9657        2.0                2016  72500   \n",
       "17142                           9658        1.0                2016   2800   \n",
       "17145                           9659        2.0                2016   5300   \n",
       "17151                           9661        1.0                2016  22500   \n",
       "17154                           9662        1.0                2016   6900   \n",
       "17157                           9663        2.0                2016  11100   \n",
       "\n",
       "       DiffYear   n  \n",
       "13416       1.0   4  \n",
       "13417       1.0   4  \n",
       "13418       1.0   4  \n",
       "13419       1.0   4  \n",
       "13856      20.0   2  \n",
       "13857      20.0   2  \n",
       "14058      22.0   4  \n",
       "14059      22.0   4  \n",
       "14060      22.0   4  \n",
       "14061      22.0   4  \n",
       "14235       1.0   2  \n",
       "14236       1.0   2  \n",
       "14265       5.0   4  \n",
       "14266       5.0   4  \n",
       "14267       5.0   4  \n",
       "14268       5.0   4  \n",
       "14351       3.0  18  \n",
       "14352       3.0  18  \n",
       "14353       3.0  18  \n",
       "14354       3.0  18  \n",
       "14355       3.0  18  \n",
       "14356       3.0  18  \n",
       "14357       3.0  18  \n",
       "14358       3.0  18  \n",
       "14359       3.0  18  \n",
       "14360       3.0  18  \n",
       "14361       3.0  18  \n",
       "14362       3.0  18  \n",
       "14363       3.0  18  \n",
       "14364       3.0  18  \n",
       "...         ...  ..  \n",
       "16216      10.0   2  \n",
       "17049      10.0   2  \n",
       "16219       6.0   2  \n",
       "17052       6.0   2  \n",
       "16222       6.0   6  \n",
       "16225       6.0   6  \n",
       "16228       6.0   6  \n",
       "17055       6.0   6  \n",
       "17058       6.0   6  \n",
       "17061       6.0   6  \n",
       "16231       6.0   2  \n",
       "17064       6.0   2  \n",
       "16234       6.0   4  \n",
       "16237       6.0   4  \n",
       "17067       6.0   4  \n",
       "17070       6.0   4  \n",
       "16240       4.0   6  \n",
       "16243       4.0   6  \n",
       "16246       4.0   6  \n",
       "17073       4.0   6  \n",
       "17076       4.0   6  \n",
       "17079       4.0   6  \n",
       "17133       2.0   1  \n",
       "17136       2.0   2  \n",
       "17139       2.0   2  \n",
       "17142       2.0   2  \n",
       "17145       2.0   2  \n",
       "17151       1.0   1  \n",
       "17154       2.0   2  \n",
       "17157       2.0   2  \n",
       "\n",
       "[521 rows x 21 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "project_weight2 = estimation2['InternalProjectID'].groupby(estimation2['InternalProjectID']).count().to_frame(name='n')\n",
    "newestimation2 = pd.merge(estimation2,project_weight2, left_on='InternalProjectID', right_index=True)\n",
    "newestimation2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <td>2.000000</td>\n",
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      "text/plain": [
       "                n\n",
       "count  198.000000\n",
       "mean     2.631313\n",
       "std      1.701128\n",
       "min      1.000000\n",
       "25%      2.000000\n",
       "50%      2.000000\n",
       "75%      2.000000\n",
       "max     18.000000"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "project_weight2.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So the data files that are ready to be analysed are newestimation1 and newestimation2. newestimation2 needs to be adjusted for the difference in forecast year and observed year. Need to take a growth rate and multiply the forecast with growth rate and number of years."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Segment level Forecasting\n",
    "\n",
    "### Take the Opening Year Forecasts only. Create new column with Error, Weighted PercentError and Absolute Percent Error.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['BriefDescription',\n",
       " 'Length_miles',\n",
       " 'FunctionalClass',\n",
       " 'ImprovementType',\n",
       " 'State',\n",
       " 'InternalProjectID',\n",
       " 'main_ProjectInformation_ProjectID',\n",
       " 'County',\n",
       " 'TollType',\n",
       " 'ForecastYear',\n",
       " 'TrafficForecast',\n",
       " 'ForecastYearType',\n",
       " 'YearForecastProduced',\n",
       " 'ForecastMethodology',\n",
       " 'SegmentDescription',\n",
       " 'main_TrafficForecast_ProjectID',\n",
       " 'SegmentID',\n",
       " 'Year_ofObservation',\n",
       " 'Count',\n",
       " 'DiffYear',\n",
       " 'n']"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_estimation1=newestimation1[newestimation1['ForecastYearType']==1.0]\n",
    "list(new_estimation1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "#new_estimation1['Error']=new_estimation1['TrafficForecast']-new_estimation1['Count']\n",
    "#new_estimation1['PercentError']=new_estimation1['Error']/new_estimation1['TrafficForecast']\n",
    "#new_estimation1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>BriefDescription</th>\n",
       "      <th>FunctionalClass</th>\n",
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       "      <th>n</th>\n",
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       "    <tr>\n",
       "      <th>12413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
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       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12414</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>7400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
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       "    <tr>\n",
       "      <th>12415</th>\n",
       "      <td>NaN</td>\n",
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       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
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       "    <tr>\n",
       "      <th>12416</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>3700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12417</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
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       "    <tr>\n",
       "      <th>12418</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
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       "    <tr>\n",
       "      <th>12419</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
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       "    <tr>\n",
       "      <th>12420</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>19600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>16900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
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       "    <tr>\n",
       "      <th>12421</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6239</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12423</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6242</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12425</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6243</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12426</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12427</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>6400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>6700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12428</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12429</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6249</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12422</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2486</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12432</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12433</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>4600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>4400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12436</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>7900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12437</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>5350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12438</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6256</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12439</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12443</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>2350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12459</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12462</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6280</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>840</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12464</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1550</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6282</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12465</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6283</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17072</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>53700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>36500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17075</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>48900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17078</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>50300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16248</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16249</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16251</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16252</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17081</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17082</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17084</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17085</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16254</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16255</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16257</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16258</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17087</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17088</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17090</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17091</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16260</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9323</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16263</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9324</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17093</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9642</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17096</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9643</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17135</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>82900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>71500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17138</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>83200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>68000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17141</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>3150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>2600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17144</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>4850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17150</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>22400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007</td>\n",
       "      <td>19200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17153</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>7200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17156</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>6700</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>10800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3265 rows × 17 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  FunctionalClass  \\\n",
       "12413                                                NaN              3.0   \n",
       "12414                                                NaN              3.0   \n",
       "12415                                                NaN              3.0   \n",
       "12416                                                NaN              3.0   \n",
       "12417                                                NaN              3.0   \n",
       "12418                                                NaN              4.0   \n",
       "12419                                                NaN              4.0   \n",
       "12420                                                NaN              4.0   \n",
       "12421                                                NaN              0.0   \n",
       "12423                                                NaN              3.0   \n",
       "12424                                                NaN              0.0   \n",
       "12425                                                NaN              0.0   \n",
       "12426                                                NaN              0.0   \n",
       "12427                                                NaN              3.0   \n",
       "12428                                                NaN              0.0   \n",
       "12429                                                NaN              0.0   \n",
       "12430                                                NaN              0.0   \n",
       "12431                                                NaN              0.0   \n",
       "12422                                                NaN              5.0   \n",
       "12432                                                NaN              4.0   \n",
       "12433                                                NaN              4.0   \n",
       "12436                                                NaN              4.0   \n",
       "12437                                                NaN              4.0   \n",
       "12438                                                NaN              4.0   \n",
       "12439                                                NaN              4.0   \n",
       "12443                                                NaN              4.0   \n",
       "12459                                                NaN              6.0   \n",
       "12462                                                NaN              6.0   \n",
       "12464                                                NaN              5.0   \n",
       "12465                                                NaN              6.0   \n",
       "...                                                  ...              ...   \n",
       "17072  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17075  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17078  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "16248  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16249  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16251  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16252  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17081  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17082  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17084  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17085  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16254  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16255  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16257  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16258  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17087  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17088  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17090  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17091  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16260  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "16263  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17093  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17096  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17135  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17138  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17141  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17144  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17150  The SR 3 Resurfacing Project on SR 3 from 0.01...              3.0   \n",
       "17153  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "17156  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "\n",
       "       State InternalProjectID  TollType  ForecastYear  TrafficForecast  \\\n",
       "12413   58.0              1663         1        2010.0             5300   \n",
       "12414   58.0              1663         1        2010.0             7400   \n",
       "12415   58.0              1663         1        2010.0             4150   \n",
       "12416   58.0              1663         1        2010.0             3700   \n",
       "12417   58.0              1663         1        2010.0             4500   \n",
       "12418   58.0              2015         1        2007.0            18800   \n",
       "12419   58.0              2015         1        2007.0            18200   \n",
       "12420   58.0              2015         1        2007.0            19600   \n",
       "12421   58.0              2126         1        2007.0             1300   \n",
       "12423   58.0              2126         1        2007.0             4500   \n",
       "12424   58.0              2126         1        2007.0             1600   \n",
       "12425   58.0              2126         1        2007.0             1700   \n",
       "12426   58.0              2126         1        2007.0             1800   \n",
       "12427   58.0              2126         1        2007.0             6400   \n",
       "12428   58.0              2126         1        2007.0             1800   \n",
       "12429   58.0              2126         1        2007.0             1800   \n",
       "12430   58.0              2126         1        2007.0             1700   \n",
       "12431   58.0              2126         1        2007.0             1600   \n",
       "12422   58.0              2486         1        2010.0             1300   \n",
       "12432   58.0              1745         1        2009.0             3800   \n",
       "12433   58.0              1745         1        2009.0             4600   \n",
       "12436   58.0              1745         1        2009.0             7900   \n",
       "12437   58.0              1745         1        2009.0             5350   \n",
       "12438   58.0              1745         1        2009.0             3500   \n",
       "12439   58.0              1745         1        2009.0             3850   \n",
       "12443   58.0              1745         1        2009.0             2350   \n",
       "12459   58.0              1745         1        2009.0             3300   \n",
       "12462   58.0              1745         1        2009.0             1150   \n",
       "12464   58.0              1745         1        2009.0             1550   \n",
       "12465   58.0              1745         1        2009.0             1150   \n",
       "...      ...               ...       ...           ...              ...   \n",
       "17072   12.0          405506-2         1        2010.0            53700   \n",
       "17075   12.0          405506-2         1        2010.0            48900   \n",
       "17078   12.0          405506-2         1        2010.0            50300   \n",
       "16248   12.0          404525-1         1        2006.0            20600   \n",
       "16249   12.0          404525-1         1        2016.0            26800   \n",
       "16251   12.0          404525-1         1        2006.0            26300   \n",
       "16252   12.0          404525-1         1        2016.0            34300   \n",
       "17081   12.0          404525-1         1        2006.0            20600   \n",
       "17082   12.0          404525-1         1        2016.0            26800   \n",
       "17084   12.0          404525-1         1        2006.0            26300   \n",
       "17085   12.0          404525-1         1        2016.0            34300   \n",
       "16254   12.0          404418-1         1        2006.0            51500   \n",
       "16255   12.0          404418-1         1        2016.0            58100   \n",
       "16257   12.0          404418-1         1        2006.0            56100   \n",
       "16258   12.0          404418-1         1        2016.0            63300   \n",
       "17087   12.0          404418-1         1        2006.0            51500   \n",
       "17088   12.0          404418-1         1        2016.0            58100   \n",
       "17090   12.0          404418-1         1        2006.0            56100   \n",
       "17091   12.0          404418-1         1        2016.0            63300   \n",
       "16260   12.0          242696-1         1        2003.0            46600   \n",
       "16263   12.0          242696-1         1        2003.0            41100   \n",
       "17093   12.0          242696-1         1        2003.0            46600   \n",
       "17096   12.0          242696-1         1        2003.0            41100   \n",
       "17135   12.0          416939-1         1        2008.0            82900   \n",
       "17138   12.0          416939-1         1        2008.0            83200   \n",
       "17141   12.0          417141-1         1        2008.0             3150   \n",
       "17144   12.0          417141-1         1        2008.0             4850   \n",
       "17150    NaN          417153-1         1        2007.0            22400   \n",
       "17153    NaN          417154-1         1        2008.0             7200   \n",
       "17156    NaN          417154-1         1        2008.0             6700   \n",
       "\n",
       "       ForecastYearType  YearForecastProduced ForecastMethodology  \\\n",
       "12413               1.0                2007.0                   1   \n",
       "12414               1.0                2007.0                   1   \n",
       "12415               1.0                2007.0                   1   \n",
       "12416               1.0                2007.0                   1   \n",
       "12417               1.0                2007.0                   1   \n",
       "12418               1.0                2005.0                   1   \n",
       "12419               1.0                2005.0                   1   \n",
       "12420               1.0                2005.0                   1   \n",
       "12421               1.0                2006.0                   1   \n",
       "12423               1.0                2006.0                   1   \n",
       "12424               1.0                2006.0                   1   \n",
       "12425               1.0                2006.0                   1   \n",
       "12426               1.0                2006.0                   1   \n",
       "12427               1.0                2006.0                   1   \n",
       "12428               1.0                2006.0                   1   \n",
       "12429               1.0                2006.0                   1   \n",
       "12430               1.0                2006.0                   1   \n",
       "12431               1.0                2006.0                   1   \n",
       "12422               1.0                2007.0                   1   \n",
       "12432               1.0                2007.0                   1   \n",
       "12433               1.0                2007.0                   1   \n",
       "12436               1.0                2007.0                   1   \n",
       "12437               1.0                2007.0                   1   \n",
       "12438               1.0                2007.0                   1   \n",
       "12439               1.0                2007.0                   1   \n",
       "12443               1.0                2007.0                   1   \n",
       "12459               1.0                2007.0                   1   \n",
       "12462               1.0                2007.0                   1   \n",
       "12464               1.0                2007.0                   1   \n",
       "12465               1.0                2007.0                   1   \n",
       "...                 ...                   ...                 ...   \n",
       "17072               1.0                2005.0                   1   \n",
       "17075               1.0                2005.0                   1   \n",
       "17078               1.0                2005.0                   1   \n",
       "16248               1.0                2002.0                   5   \n",
       "16249               2.0                2002.0                   5   \n",
       "16251               1.0                2002.0                   5   \n",
       "16252               2.0                2002.0                   5   \n",
       "17081               1.0                2002.0                   5   \n",
       "17082               2.0                2002.0                   5   \n",
       "17084               1.0                2002.0                   5   \n",
       "17085               2.0                2002.0                   5   \n",
       "16254               1.0                2006.0                   1   \n",
       "16255               2.0                2006.0                   1   \n",
       "16257               1.0                2006.0                   1   \n",
       "16258               2.0                2006.0                   1   \n",
       "17087               1.0                2006.0                   1   \n",
       "17088               2.0                2006.0                   1   \n",
       "17090               1.0                2006.0                   1   \n",
       "17091               2.0                2006.0                   1   \n",
       "16260               1.0                2002.0                   1   \n",
       "16263               1.0                2002.0                 NaN   \n",
       "17093               1.0                2002.0                   1   \n",
       "17096               1.0                2002.0                 NaN   \n",
       "17135               1.0                2006.0                   5   \n",
       "17138               1.0                2006.0                   5   \n",
       "17141               1.0                2005.0                   1   \n",
       "17144               1.0                2005.0                   1   \n",
       "17150               NaN                2005.0                   4   \n",
       "17153               NaN                2005.0                   1   \n",
       "17156               NaN                2005.0                   1   \n",
       "\n",
       "                          SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "12413                                    NaN                            6231   \n",
       "12414                                    NaN                            6232   \n",
       "12415                                    NaN                            6233   \n",
       "12416                                    NaN                            6234   \n",
       "12417                                    NaN                            6235   \n",
       "12418                                    NaN                            6236   \n",
       "12419                                    NaN                            6237   \n",
       "12420                                    NaN                            6238   \n",
       "12421                                    NaN                            6239   \n",
       "12423                                    NaN                            6241   \n",
       "12424                                    NaN                            6242   \n",
       "12425                                    NaN                            6243   \n",
       "12426                                    NaN                            6244   \n",
       "12427                                    NaN                            6245   \n",
       "12428                                    NaN                            6246   \n",
       "12429                                    NaN                            6247   \n",
       "12430                                    NaN                            6248   \n",
       "12431                                    NaN                            6249   \n",
       "12422                                    NaN                            6240   \n",
       "12432                                    NaN                            6250   \n",
       "12433                                    NaN                            6251   \n",
       "12436                                    NaN                            6254   \n",
       "12437                                    NaN                            6255   \n",
       "12438                                    NaN                            6256   \n",
       "12439                                    NaN                            6257   \n",
       "12443                                    NaN                            6261   \n",
       "12459                                    NaN                            6277   \n",
       "12462                                    NaN                            6280   \n",
       "12464                                    NaN                            6282   \n",
       "12465                                    NaN                            6283   \n",
       "...                                      ...                             ...   \n",
       "17072                                    NaN                            9635   \n",
       "17075                                    NaN                            9636   \n",
       "17078                                    NaN                            9637   \n",
       "16248            Pine Street to Clark Street                            9319   \n",
       "16249            Pine Street to Clark Street                            9319   \n",
       "16251    lark Street to Mitchel Hammock Road                            9320   \n",
       "16252    lark Street to Mitchel Hammock Road                            9320   \n",
       "17081            Pine Street to Clark Street                            9638   \n",
       "17082            Pine Street to Clark Street                            9638   \n",
       "17084    lark Street to Mitchel Hammock Road                            9639   \n",
       "17085    lark Street to Mitchel Hammock Road                            9639   \n",
       "16254                                    NaN                            9321   \n",
       "16255                                    NaN                            9321   \n",
       "16257                                    NaN                            9322   \n",
       "16258                                    NaN                            9322   \n",
       "17087                                    NaN                            9640   \n",
       "17088                                    NaN                            9640   \n",
       "17090                                    NaN                            9641   \n",
       "17091                                    NaN                            9641   \n",
       "16260                                    NaN                            9323   \n",
       "16263                                    NaN                            9324   \n",
       "17093                                    NaN                            9642   \n",
       "17096                                    NaN                            9643   \n",
       "17135            MP 21.730 to South of SR 93                            9656   \n",
       "17138            North of SR 93 to MP 28.996                            9657   \n",
       "17141     SR 11 North of Volusia County Line                            9658   \n",
       "17144                    SR 11 South of US 1                            9659   \n",
       "17150           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17153  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17156        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "\n",
       "       SegmentID  Year_ofObservation  Count  DiffYear   n  \n",
       "12413        NaN                2010   3700       0.0   5  \n",
       "12414        NaN                2010   5500       0.0   5  \n",
       "12415        NaN                2010   2800       0.0   5  \n",
       "12416        NaN                2010   2500       0.0   5  \n",
       "12417        NaN                2010   3500       0.0   5  \n",
       "12418        NaN                2007  14000       0.0   3  \n",
       "12419        NaN                2007  14700       0.0   3  \n",
       "12420        NaN                2007  16900       0.0   3  \n",
       "12421        NaN                2007   1900       0.0  10  \n",
       "12423        NaN                2007   5100       0.0  10  \n",
       "12424        NaN                2007   1800       0.0  10  \n",
       "12425        NaN                2007   1900       0.0  10  \n",
       "12426        NaN                2007   2000       0.0  10  \n",
       "12427        NaN                2007   6700       0.0  10  \n",
       "12428        NaN                2007   1700       0.0  10  \n",
       "12429        NaN                2007   1900       0.0  10  \n",
       "12430        NaN                2007   1700       0.0  10  \n",
       "12431        NaN                2007   1600       0.0  10  \n",
       "12422        NaN                2010   1000       0.0   1  \n",
       "12432        NaN                2009   3800       0.0  12  \n",
       "12433        NaN                2009   4400       0.0  12  \n",
       "12436        NaN                2009   5800       0.0  12  \n",
       "12437        NaN                2009   5400       0.0  12  \n",
       "12438        NaN                2009   3700       0.0  12  \n",
       "12439        NaN                2009   3500       0.0  12  \n",
       "12443        NaN                2009   2000       0.0  12  \n",
       "12459        NaN                2009   5000       0.0  12  \n",
       "12462        NaN                2009    840       0.0  12  \n",
       "12464        NaN                2009   1400       0.0  12  \n",
       "12465        NaN                2009   1100       0.0  12  \n",
       "...          ...                 ...    ...       ...  ..  \n",
       "17072        1.0                2010  36500       0.0   6  \n",
       "17075        2.0                2010  39000       0.0   6  \n",
       "17078        3.0                2010  39000       0.0   6  \n",
       "16248        1.0                2006  19900       0.0   8  \n",
       "16249        1.0                2016  23500       0.0   8  \n",
       "16251        2.0                2006  19900       0.0   8  \n",
       "16252        2.0                2016  23500       0.0   8  \n",
       "17081        1.0                2006  19900       0.0   8  \n",
       "17082        1.0                2016  23500       0.0   8  \n",
       "17084        2.0                2006  19900       0.0   8  \n",
       "17085        2.0                2016  23500       0.0   8  \n",
       "16254        1.0                2006  49000       0.0   8  \n",
       "16255        1.0                2016  50500       0.0   8  \n",
       "16257        2.0                2006  56500       0.0   8  \n",
       "16258        2.0                2016  54500       0.0   8  \n",
       "17087        1.0                2006  49000       0.0   8  \n",
       "17088        1.0                2016  50500       0.0   8  \n",
       "17090        2.0                2006  56500       0.0   8  \n",
       "17091        2.0                2016  54500       0.0   8  \n",
       "16260        1.0                2003  58500       0.0   4  \n",
       "16263        2.0                2003  60500       0.0   4  \n",
       "17093        1.0                2003  58500       0.0   4  \n",
       "17096        2.0                2003  60500       0.0   4  \n",
       "17135        1.0                2008  71500       0.0   2  \n",
       "17138        2.0                2008  68000       0.0   2  \n",
       "17141        1.0                2008   2600       0.0   2  \n",
       "17144        2.0                2008   6000       0.0   2  \n",
       "17150        1.0                2007  19200       0.0   1  \n",
       "17153        1.0                2008   5800       0.0   2  \n",
       "17156        2.0                2008  10800       0.0   2  \n",
       "\n",
       "[3265 rows x 17 columns]"
      ]
     },
     "execution_count": 102,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_estimation1.assign(Error=new_estimation1['TrafficForecast']-new_estimation1['Count']\n",
    "                      )\n",
    "#new_estimation1.assign(PercentError=new_estimation1['Error']/new_estimation1['TrafficForecast'])\n",
    "\n",
    "new_estimation1=newestimation1.drop(['Length_miles','ImprovementType','main_ProjectInformation_ProjectID',\n",
    "                                    'County'],axis=1)\n",
    "\n",
    "new_estimation1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "      <th>n</th>\n",
       "      <th>Error</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>5300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12414</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>7400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12415</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12416</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>3700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12417</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12418</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>4800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12419</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12420</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>19600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>16900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12421</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6239</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12423</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6242</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12425</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6243</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12426</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12427</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>6400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>6700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12428</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12429</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6249</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12422</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2486</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12432</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12433</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>4600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>4400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12436</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>7900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>2100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12437</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>5350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12438</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6256</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12439</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12443</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>2350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12459</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-1700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12462</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6280</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>840</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12464</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1550</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6282</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12465</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6283</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17072</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>53700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>36500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>17200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17075</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>48900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>9900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17078</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>50300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>11300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16248</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16249</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16251</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16252</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17081</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17082</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17084</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17085</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16254</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16255</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16257</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16258</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17087</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17088</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17090</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17091</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16260</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9323</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16263</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9324</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17093</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9642</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17096</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9643</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17135</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>82900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>71500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>11400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17138</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>83200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>68000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>15200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17141</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>3150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>2600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17144</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>4850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-1150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17150</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>22400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007</td>\n",
       "      <td>19200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>3200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17153</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>7200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17156</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>6700</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>10800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-4100</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3265 rows × 18 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  FunctionalClass  \\\n",
       "12413                                                NaN              3.0   \n",
       "12414                                                NaN              3.0   \n",
       "12415                                                NaN              3.0   \n",
       "12416                                                NaN              3.0   \n",
       "12417                                                NaN              3.0   \n",
       "12418                                                NaN              4.0   \n",
       "12419                                                NaN              4.0   \n",
       "12420                                                NaN              4.0   \n",
       "12421                                                NaN              0.0   \n",
       "12423                                                NaN              3.0   \n",
       "12424                                                NaN              0.0   \n",
       "12425                                                NaN              0.0   \n",
       "12426                                                NaN              0.0   \n",
       "12427                                                NaN              3.0   \n",
       "12428                                                NaN              0.0   \n",
       "12429                                                NaN              0.0   \n",
       "12430                                                NaN              0.0   \n",
       "12431                                                NaN              0.0   \n",
       "12422                                                NaN              5.0   \n",
       "12432                                                NaN              4.0   \n",
       "12433                                                NaN              4.0   \n",
       "12436                                                NaN              4.0   \n",
       "12437                                                NaN              4.0   \n",
       "12438                                                NaN              4.0   \n",
       "12439                                                NaN              4.0   \n",
       "12443                                                NaN              4.0   \n",
       "12459                                                NaN              6.0   \n",
       "12462                                                NaN              6.0   \n",
       "12464                                                NaN              5.0   \n",
       "12465                                                NaN              6.0   \n",
       "...                                                  ...              ...   \n",
       "17072  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17075  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17078  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "16248  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16249  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16251  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16252  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17081  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17082  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17084  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17085  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16254  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16255  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16257  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16258  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17087  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17088  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17090  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17091  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16260  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "16263  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17093  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17096  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17135  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17138  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17141  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17144  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17150  The SR 3 Resurfacing Project on SR 3 from 0.01...              3.0   \n",
       "17153  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "17156  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "\n",
       "       State InternalProjectID  TollType  ForecastYear  TrafficForecast  \\\n",
       "12413   58.0              1663         1        2010.0             5300   \n",
       "12414   58.0              1663         1        2010.0             7400   \n",
       "12415   58.0              1663         1        2010.0             4150   \n",
       "12416   58.0              1663         1        2010.0             3700   \n",
       "12417   58.0              1663         1        2010.0             4500   \n",
       "12418   58.0              2015         1        2007.0            18800   \n",
       "12419   58.0              2015         1        2007.0            18200   \n",
       "12420   58.0              2015         1        2007.0            19600   \n",
       "12421   58.0              2126         1        2007.0             1300   \n",
       "12423   58.0              2126         1        2007.0             4500   \n",
       "12424   58.0              2126         1        2007.0             1600   \n",
       "12425   58.0              2126         1        2007.0             1700   \n",
       "12426   58.0              2126         1        2007.0             1800   \n",
       "12427   58.0              2126         1        2007.0             6400   \n",
       "12428   58.0              2126         1        2007.0             1800   \n",
       "12429   58.0              2126         1        2007.0             1800   \n",
       "12430   58.0              2126         1        2007.0             1700   \n",
       "12431   58.0              2126         1        2007.0             1600   \n",
       "12422   58.0              2486         1        2010.0             1300   \n",
       "12432   58.0              1745         1        2009.0             3800   \n",
       "12433   58.0              1745         1        2009.0             4600   \n",
       "12436   58.0              1745         1        2009.0             7900   \n",
       "12437   58.0              1745         1        2009.0             5350   \n",
       "12438   58.0              1745         1        2009.0             3500   \n",
       "12439   58.0              1745         1        2009.0             3850   \n",
       "12443   58.0              1745         1        2009.0             2350   \n",
       "12459   58.0              1745         1        2009.0             3300   \n",
       "12462   58.0              1745         1        2009.0             1150   \n",
       "12464   58.0              1745         1        2009.0             1550   \n",
       "12465   58.0              1745         1        2009.0             1150   \n",
       "...      ...               ...       ...           ...              ...   \n",
       "17072   12.0          405506-2         1        2010.0            53700   \n",
       "17075   12.0          405506-2         1        2010.0            48900   \n",
       "17078   12.0          405506-2         1        2010.0            50300   \n",
       "16248   12.0          404525-1         1        2006.0            20600   \n",
       "16249   12.0          404525-1         1        2016.0            26800   \n",
       "16251   12.0          404525-1         1        2006.0            26300   \n",
       "16252   12.0          404525-1         1        2016.0            34300   \n",
       "17081   12.0          404525-1         1        2006.0            20600   \n",
       "17082   12.0          404525-1         1        2016.0            26800   \n",
       "17084   12.0          404525-1         1        2006.0            26300   \n",
       "17085   12.0          404525-1         1        2016.0            34300   \n",
       "16254   12.0          404418-1         1        2006.0            51500   \n",
       "16255   12.0          404418-1         1        2016.0            58100   \n",
       "16257   12.0          404418-1         1        2006.0            56100   \n",
       "16258   12.0          404418-1         1        2016.0            63300   \n",
       "17087   12.0          404418-1         1        2006.0            51500   \n",
       "17088   12.0          404418-1         1        2016.0            58100   \n",
       "17090   12.0          404418-1         1        2006.0            56100   \n",
       "17091   12.0          404418-1         1        2016.0            63300   \n",
       "16260   12.0          242696-1         1        2003.0            46600   \n",
       "16263   12.0          242696-1         1        2003.0            41100   \n",
       "17093   12.0          242696-1         1        2003.0            46600   \n",
       "17096   12.0          242696-1         1        2003.0            41100   \n",
       "17135   12.0          416939-1         1        2008.0            82900   \n",
       "17138   12.0          416939-1         1        2008.0            83200   \n",
       "17141   12.0          417141-1         1        2008.0             3150   \n",
       "17144   12.0          417141-1         1        2008.0             4850   \n",
       "17150    NaN          417153-1         1        2007.0            22400   \n",
       "17153    NaN          417154-1         1        2008.0             7200   \n",
       "17156    NaN          417154-1         1        2008.0             6700   \n",
       "\n",
       "       ForecastYearType  YearForecastProduced ForecastMethodology  \\\n",
       "12413               1.0                2007.0                   1   \n",
       "12414               1.0                2007.0                   1   \n",
       "12415               1.0                2007.0                   1   \n",
       "12416               1.0                2007.0                   1   \n",
       "12417               1.0                2007.0                   1   \n",
       "12418               1.0                2005.0                   1   \n",
       "12419               1.0                2005.0                   1   \n",
       "12420               1.0                2005.0                   1   \n",
       "12421               1.0                2006.0                   1   \n",
       "12423               1.0                2006.0                   1   \n",
       "12424               1.0                2006.0                   1   \n",
       "12425               1.0                2006.0                   1   \n",
       "12426               1.0                2006.0                   1   \n",
       "12427               1.0                2006.0                   1   \n",
       "12428               1.0                2006.0                   1   \n",
       "12429               1.0                2006.0                   1   \n",
       "12430               1.0                2006.0                   1   \n",
       "12431               1.0                2006.0                   1   \n",
       "12422               1.0                2007.0                   1   \n",
       "12432               1.0                2007.0                   1   \n",
       "12433               1.0                2007.0                   1   \n",
       "12436               1.0                2007.0                   1   \n",
       "12437               1.0                2007.0                   1   \n",
       "12438               1.0                2007.0                   1   \n",
       "12439               1.0                2007.0                   1   \n",
       "12443               1.0                2007.0                   1   \n",
       "12459               1.0                2007.0                   1   \n",
       "12462               1.0                2007.0                   1   \n",
       "12464               1.0                2007.0                   1   \n",
       "12465               1.0                2007.0                   1   \n",
       "...                 ...                   ...                 ...   \n",
       "17072               1.0                2005.0                   1   \n",
       "17075               1.0                2005.0                   1   \n",
       "17078               1.0                2005.0                   1   \n",
       "16248               1.0                2002.0                   5   \n",
       "16249               2.0                2002.0                   5   \n",
       "16251               1.0                2002.0                   5   \n",
       "16252               2.0                2002.0                   5   \n",
       "17081               1.0                2002.0                   5   \n",
       "17082               2.0                2002.0                   5   \n",
       "17084               1.0                2002.0                   5   \n",
       "17085               2.0                2002.0                   5   \n",
       "16254               1.0                2006.0                   1   \n",
       "16255               2.0                2006.0                   1   \n",
       "16257               1.0                2006.0                   1   \n",
       "16258               2.0                2006.0                   1   \n",
       "17087               1.0                2006.0                   1   \n",
       "17088               2.0                2006.0                   1   \n",
       "17090               1.0                2006.0                   1   \n",
       "17091               2.0                2006.0                   1   \n",
       "16260               1.0                2002.0                   1   \n",
       "16263               1.0                2002.0                 NaN   \n",
       "17093               1.0                2002.0                   1   \n",
       "17096               1.0                2002.0                 NaN   \n",
       "17135               1.0                2006.0                   5   \n",
       "17138               1.0                2006.0                   5   \n",
       "17141               1.0                2005.0                   1   \n",
       "17144               1.0                2005.0                   1   \n",
       "17150               NaN                2005.0                   4   \n",
       "17153               NaN                2005.0                   1   \n",
       "17156               NaN                2005.0                   1   \n",
       "\n",
       "                          SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "12413                                    NaN                            6231   \n",
       "12414                                    NaN                            6232   \n",
       "12415                                    NaN                            6233   \n",
       "12416                                    NaN                            6234   \n",
       "12417                                    NaN                            6235   \n",
       "12418                                    NaN                            6236   \n",
       "12419                                    NaN                            6237   \n",
       "12420                                    NaN                            6238   \n",
       "12421                                    NaN                            6239   \n",
       "12423                                    NaN                            6241   \n",
       "12424                                    NaN                            6242   \n",
       "12425                                    NaN                            6243   \n",
       "12426                                    NaN                            6244   \n",
       "12427                                    NaN                            6245   \n",
       "12428                                    NaN                            6246   \n",
       "12429                                    NaN                            6247   \n",
       "12430                                    NaN                            6248   \n",
       "12431                                    NaN                            6249   \n",
       "12422                                    NaN                            6240   \n",
       "12432                                    NaN                            6250   \n",
       "12433                                    NaN                            6251   \n",
       "12436                                    NaN                            6254   \n",
       "12437                                    NaN                            6255   \n",
       "12438                                    NaN                            6256   \n",
       "12439                                    NaN                            6257   \n",
       "12443                                    NaN                            6261   \n",
       "12459                                    NaN                            6277   \n",
       "12462                                    NaN                            6280   \n",
       "12464                                    NaN                            6282   \n",
       "12465                                    NaN                            6283   \n",
       "...                                      ...                             ...   \n",
       "17072                                    NaN                            9635   \n",
       "17075                                    NaN                            9636   \n",
       "17078                                    NaN                            9637   \n",
       "16248            Pine Street to Clark Street                            9319   \n",
       "16249            Pine Street to Clark Street                            9319   \n",
       "16251    lark Street to Mitchel Hammock Road                            9320   \n",
       "16252    lark Street to Mitchel Hammock Road                            9320   \n",
       "17081            Pine Street to Clark Street                            9638   \n",
       "17082            Pine Street to Clark Street                            9638   \n",
       "17084    lark Street to Mitchel Hammock Road                            9639   \n",
       "17085    lark Street to Mitchel Hammock Road                            9639   \n",
       "16254                                    NaN                            9321   \n",
       "16255                                    NaN                            9321   \n",
       "16257                                    NaN                            9322   \n",
       "16258                                    NaN                            9322   \n",
       "17087                                    NaN                            9640   \n",
       "17088                                    NaN                            9640   \n",
       "17090                                    NaN                            9641   \n",
       "17091                                    NaN                            9641   \n",
       "16260                                    NaN                            9323   \n",
       "16263                                    NaN                            9324   \n",
       "17093                                    NaN                            9642   \n",
       "17096                                    NaN                            9643   \n",
       "17135            MP 21.730 to South of SR 93                            9656   \n",
       "17138            North of SR 93 to MP 28.996                            9657   \n",
       "17141     SR 11 North of Volusia County Line                            9658   \n",
       "17144                    SR 11 South of US 1                            9659   \n",
       "17150           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17153  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17156        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "\n",
       "       SegmentID  Year_ofObservation  Count  DiffYear   n  Error  \n",
       "12413        NaN                2010   3700       0.0   5   1600  \n",
       "12414        NaN                2010   5500       0.0   5   1900  \n",
       "12415        NaN                2010   2800       0.0   5   1350  \n",
       "12416        NaN                2010   2500       0.0   5   1200  \n",
       "12417        NaN                2010   3500       0.0   5   1000  \n",
       "12418        NaN                2007  14000       0.0   3   4800  \n",
       "12419        NaN                2007  14700       0.0   3   3500  \n",
       "12420        NaN                2007  16900       0.0   3   2700  \n",
       "12421        NaN                2007   1900       0.0  10   -600  \n",
       "12423        NaN                2007   5100       0.0  10   -600  \n",
       "12424        NaN                2007   1800       0.0  10   -200  \n",
       "12425        NaN                2007   1900       0.0  10   -200  \n",
       "12426        NaN                2007   2000       0.0  10   -200  \n",
       "12427        NaN                2007   6700       0.0  10   -300  \n",
       "12428        NaN                2007   1700       0.0  10    100  \n",
       "12429        NaN                2007   1900       0.0  10   -100  \n",
       "12430        NaN                2007   1700       0.0  10      0  \n",
       "12431        NaN                2007   1600       0.0  10      0  \n",
       "12422        NaN                2010   1000       0.0   1    300  \n",
       "12432        NaN                2009   3800       0.0  12      0  \n",
       "12433        NaN                2009   4400       0.0  12    200  \n",
       "12436        NaN                2009   5800       0.0  12   2100  \n",
       "12437        NaN                2009   5400       0.0  12    -50  \n",
       "12438        NaN                2009   3700       0.0  12   -200  \n",
       "12439        NaN                2009   3500       0.0  12    350  \n",
       "12443        NaN                2009   2000       0.0  12    350  \n",
       "12459        NaN                2009   5000       0.0  12  -1700  \n",
       "12462        NaN                2009    840       0.0  12    310  \n",
       "12464        NaN                2009   1400       0.0  12    150  \n",
       "12465        NaN                2009   1100       0.0  12     50  \n",
       "...          ...                 ...    ...       ...  ..    ...  \n",
       "17072        1.0                2010  36500       0.0   6  17200  \n",
       "17075        2.0                2010  39000       0.0   6   9900  \n",
       "17078        3.0                2010  39000       0.0   6  11300  \n",
       "16248        1.0                2006  19900       0.0   8    700  \n",
       "16249        1.0                2016  23500       0.0   8   3300  \n",
       "16251        2.0                2006  19900       0.0   8   6400  \n",
       "16252        2.0                2016  23500       0.0   8  10800  \n",
       "17081        1.0                2006  19900       0.0   8    700  \n",
       "17082        1.0                2016  23500       0.0   8   3300  \n",
       "17084        2.0                2006  19900       0.0   8   6400  \n",
       "17085        2.0                2016  23500       0.0   8  10800  \n",
       "16254        1.0                2006  49000       0.0   8   2500  \n",
       "16255        1.0                2016  50500       0.0   8   7600  \n",
       "16257        2.0                2006  56500       0.0   8   -400  \n",
       "16258        2.0                2016  54500       0.0   8   8800  \n",
       "17087        1.0                2006  49000       0.0   8   2500  \n",
       "17088        1.0                2016  50500       0.0   8   7600  \n",
       "17090        2.0                2006  56500       0.0   8   -400  \n",
       "17091        2.0                2016  54500       0.0   8   8800  \n",
       "16260        1.0                2003  58500       0.0   4 -11900  \n",
       "16263        2.0                2003  60500       0.0   4 -19400  \n",
       "17093        1.0                2003  58500       0.0   4 -11900  \n",
       "17096        2.0                2003  60500       0.0   4 -19400  \n",
       "17135        1.0                2008  71500       0.0   2  11400  \n",
       "17138        2.0                2008  68000       0.0   2  15200  \n",
       "17141        1.0                2008   2600       0.0   2    550  \n",
       "17144        2.0                2008   6000       0.0   2  -1150  \n",
       "17150        1.0                2007  19200       0.0   1   3200  \n",
       "17153        1.0                2008   5800       0.0   2   1400  \n",
       "17156        2.0                2008  10800       0.0   2  -4100  \n",
       "\n",
       "[3265 rows x 18 columns]"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_estimation1=new_estimation1.assign(Error=new_estimation1['TrafficForecast']-new_estimation1['Count']\n",
    "                      )\n",
    "new_estimation1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "      <th>n</th>\n",
       "      <th>Error</th>\n",
       "      <th>PercentError</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>5300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1600</td>\n",
       "      <td>30.188679</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12414</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>7400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1900</td>\n",
       "      <td>25.675676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12415</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1350</td>\n",
       "      <td>32.530120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12416</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>3700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1200</td>\n",
       "      <td>32.432432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12417</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1000</td>\n",
       "      <td>22.222222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12418</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>4800</td>\n",
       "      <td>25.531915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12419</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3500</td>\n",
       "      <td>19.230769</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12420</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>19600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>16900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2700</td>\n",
       "      <td>13.775510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12421</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6239</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "      <td>-46.153846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12423</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "      <td>-13.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6242</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-12.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12425</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6243</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-11.764706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12426</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-11.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12427</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>6400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>6700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-300</td>\n",
       "      <td>-4.687500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12428</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>5.555556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12429</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-100</td>\n",
       "      <td>-5.555556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6249</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12422</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2486</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>300</td>\n",
       "      <td>23.076923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12432</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12433</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>4600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>4400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>200</td>\n",
       "      <td>4.347826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12436</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>7900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>2100</td>\n",
       "      <td>26.582278</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12437</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>5350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-50</td>\n",
       "      <td>-0.934579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12438</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6256</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-200</td>\n",
       "      <td>-5.714286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12439</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "      <td>9.090909</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12443</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>2350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "      <td>14.893617</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12459</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-1700</td>\n",
       "      <td>-51.515152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12462</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6280</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>840</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>310</td>\n",
       "      <td>26.956522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12464</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1550</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6282</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>150</td>\n",
       "      <td>9.677419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12465</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6283</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>50</td>\n",
       "      <td>4.347826</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17072</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>53700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>36500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>17200</td>\n",
       "      <td>32.029795</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17075</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>48900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>9900</td>\n",
       "      <td>20.245399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17078</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>50300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>11300</td>\n",
       "      <td>22.465209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16248</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "      <td>3.398058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16249</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "      <td>12.313433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16251</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "      <td>24.334601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16252</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "      <td>31.486880</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17081</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "      <td>3.398058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17082</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "      <td>12.313433</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17084</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "      <td>24.334601</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17085</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "      <td>31.486880</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16254</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "      <td>4.854369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16255</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "      <td>13.080895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16257</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "      <td>-0.713012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16258</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "      <td>13.902054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17087</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "      <td>4.854369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17088</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "      <td>13.080895</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17090</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "      <td>-0.713012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17091</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "      <td>13.902054</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16260</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9323</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "      <td>-25.536481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16263</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9324</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "      <td>-47.201946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17093</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9642</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "      <td>-25.536481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17096</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9643</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "      <td>-47.201946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17135</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>82900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>71500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>11400</td>\n",
       "      <td>13.751508</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17138</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>83200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>68000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>15200</td>\n",
       "      <td>18.269231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17141</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>3150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>2600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>550</td>\n",
       "      <td>17.460317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17144</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>4850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-1150</td>\n",
       "      <td>-23.711340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17150</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>22400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007</td>\n",
       "      <td>19200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>3200</td>\n",
       "      <td>14.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17153</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>7200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1400</td>\n",
       "      <td>19.444444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17156</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>6700</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>10800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-4100</td>\n",
       "      <td>-61.194030</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3265 rows × 19 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  FunctionalClass  \\\n",
       "12413                                                NaN              3.0   \n",
       "12414                                                NaN              3.0   \n",
       "12415                                                NaN              3.0   \n",
       "12416                                                NaN              3.0   \n",
       "12417                                                NaN              3.0   \n",
       "12418                                                NaN              4.0   \n",
       "12419                                                NaN              4.0   \n",
       "12420                                                NaN              4.0   \n",
       "12421                                                NaN              0.0   \n",
       "12423                                                NaN              3.0   \n",
       "12424                                                NaN              0.0   \n",
       "12425                                                NaN              0.0   \n",
       "12426                                                NaN              0.0   \n",
       "12427                                                NaN              3.0   \n",
       "12428                                                NaN              0.0   \n",
       "12429                                                NaN              0.0   \n",
       "12430                                                NaN              0.0   \n",
       "12431                                                NaN              0.0   \n",
       "12422                                                NaN              5.0   \n",
       "12432                                                NaN              4.0   \n",
       "12433                                                NaN              4.0   \n",
       "12436                                                NaN              4.0   \n",
       "12437                                                NaN              4.0   \n",
       "12438                                                NaN              4.0   \n",
       "12439                                                NaN              4.0   \n",
       "12443                                                NaN              4.0   \n",
       "12459                                                NaN              6.0   \n",
       "12462                                                NaN              6.0   \n",
       "12464                                                NaN              5.0   \n",
       "12465                                                NaN              6.0   \n",
       "...                                                  ...              ...   \n",
       "17072  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17075  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17078  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "16248  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16249  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16251  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16252  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17081  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17082  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17084  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17085  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16254  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16255  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16257  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16258  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17087  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17088  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17090  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17091  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16260  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "16263  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17093  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17096  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17135  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17138  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17141  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17144  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17150  The SR 3 Resurfacing Project on SR 3 from 0.01...              3.0   \n",
       "17153  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "17156  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "\n",
       "       State InternalProjectID  TollType  ForecastYear  TrafficForecast  \\\n",
       "12413   58.0              1663         1        2010.0             5300   \n",
       "12414   58.0              1663         1        2010.0             7400   \n",
       "12415   58.0              1663         1        2010.0             4150   \n",
       "12416   58.0              1663         1        2010.0             3700   \n",
       "12417   58.0              1663         1        2010.0             4500   \n",
       "12418   58.0              2015         1        2007.0            18800   \n",
       "12419   58.0              2015         1        2007.0            18200   \n",
       "12420   58.0              2015         1        2007.0            19600   \n",
       "12421   58.0              2126         1        2007.0             1300   \n",
       "12423   58.0              2126         1        2007.0             4500   \n",
       "12424   58.0              2126         1        2007.0             1600   \n",
       "12425   58.0              2126         1        2007.0             1700   \n",
       "12426   58.0              2126         1        2007.0             1800   \n",
       "12427   58.0              2126         1        2007.0             6400   \n",
       "12428   58.0              2126         1        2007.0             1800   \n",
       "12429   58.0              2126         1        2007.0             1800   \n",
       "12430   58.0              2126         1        2007.0             1700   \n",
       "12431   58.0              2126         1        2007.0             1600   \n",
       "12422   58.0              2486         1        2010.0             1300   \n",
       "12432   58.0              1745         1        2009.0             3800   \n",
       "12433   58.0              1745         1        2009.0             4600   \n",
       "12436   58.0              1745         1        2009.0             7900   \n",
       "12437   58.0              1745         1        2009.0             5350   \n",
       "12438   58.0              1745         1        2009.0             3500   \n",
       "12439   58.0              1745         1        2009.0             3850   \n",
       "12443   58.0              1745         1        2009.0             2350   \n",
       "12459   58.0              1745         1        2009.0             3300   \n",
       "12462   58.0              1745         1        2009.0             1150   \n",
       "12464   58.0              1745         1        2009.0             1550   \n",
       "12465   58.0              1745         1        2009.0             1150   \n",
       "...      ...               ...       ...           ...              ...   \n",
       "17072   12.0          405506-2         1        2010.0            53700   \n",
       "17075   12.0          405506-2         1        2010.0            48900   \n",
       "17078   12.0          405506-2         1        2010.0            50300   \n",
       "16248   12.0          404525-1         1        2006.0            20600   \n",
       "16249   12.0          404525-1         1        2016.0            26800   \n",
       "16251   12.0          404525-1         1        2006.0            26300   \n",
       "16252   12.0          404525-1         1        2016.0            34300   \n",
       "17081   12.0          404525-1         1        2006.0            20600   \n",
       "17082   12.0          404525-1         1        2016.0            26800   \n",
       "17084   12.0          404525-1         1        2006.0            26300   \n",
       "17085   12.0          404525-1         1        2016.0            34300   \n",
       "16254   12.0          404418-1         1        2006.0            51500   \n",
       "16255   12.0          404418-1         1        2016.0            58100   \n",
       "16257   12.0          404418-1         1        2006.0            56100   \n",
       "16258   12.0          404418-1         1        2016.0            63300   \n",
       "17087   12.0          404418-1         1        2006.0            51500   \n",
       "17088   12.0          404418-1         1        2016.0            58100   \n",
       "17090   12.0          404418-1         1        2006.0            56100   \n",
       "17091   12.0          404418-1         1        2016.0            63300   \n",
       "16260   12.0          242696-1         1        2003.0            46600   \n",
       "16263   12.0          242696-1         1        2003.0            41100   \n",
       "17093   12.0          242696-1         1        2003.0            46600   \n",
       "17096   12.0          242696-1         1        2003.0            41100   \n",
       "17135   12.0          416939-1         1        2008.0            82900   \n",
       "17138   12.0          416939-1         1        2008.0            83200   \n",
       "17141   12.0          417141-1         1        2008.0             3150   \n",
       "17144   12.0          417141-1         1        2008.0             4850   \n",
       "17150    NaN          417153-1         1        2007.0            22400   \n",
       "17153    NaN          417154-1         1        2008.0             7200   \n",
       "17156    NaN          417154-1         1        2008.0             6700   \n",
       "\n",
       "       ForecastYearType  YearForecastProduced ForecastMethodology  \\\n",
       "12413               1.0                2007.0                   1   \n",
       "12414               1.0                2007.0                   1   \n",
       "12415               1.0                2007.0                   1   \n",
       "12416               1.0                2007.0                   1   \n",
       "12417               1.0                2007.0                   1   \n",
       "12418               1.0                2005.0                   1   \n",
       "12419               1.0                2005.0                   1   \n",
       "12420               1.0                2005.0                   1   \n",
       "12421               1.0                2006.0                   1   \n",
       "12423               1.0                2006.0                   1   \n",
       "12424               1.0                2006.0                   1   \n",
       "12425               1.0                2006.0                   1   \n",
       "12426               1.0                2006.0                   1   \n",
       "12427               1.0                2006.0                   1   \n",
       "12428               1.0                2006.0                   1   \n",
       "12429               1.0                2006.0                   1   \n",
       "12430               1.0                2006.0                   1   \n",
       "12431               1.0                2006.0                   1   \n",
       "12422               1.0                2007.0                   1   \n",
       "12432               1.0                2007.0                   1   \n",
       "12433               1.0                2007.0                   1   \n",
       "12436               1.0                2007.0                   1   \n",
       "12437               1.0                2007.0                   1   \n",
       "12438               1.0                2007.0                   1   \n",
       "12439               1.0                2007.0                   1   \n",
       "12443               1.0                2007.0                   1   \n",
       "12459               1.0                2007.0                   1   \n",
       "12462               1.0                2007.0                   1   \n",
       "12464               1.0                2007.0                   1   \n",
       "12465               1.0                2007.0                   1   \n",
       "...                 ...                   ...                 ...   \n",
       "17072               1.0                2005.0                   1   \n",
       "17075               1.0                2005.0                   1   \n",
       "17078               1.0                2005.0                   1   \n",
       "16248               1.0                2002.0                   5   \n",
       "16249               2.0                2002.0                   5   \n",
       "16251               1.0                2002.0                   5   \n",
       "16252               2.0                2002.0                   5   \n",
       "17081               1.0                2002.0                   5   \n",
       "17082               2.0                2002.0                   5   \n",
       "17084               1.0                2002.0                   5   \n",
       "17085               2.0                2002.0                   5   \n",
       "16254               1.0                2006.0                   1   \n",
       "16255               2.0                2006.0                   1   \n",
       "16257               1.0                2006.0                   1   \n",
       "16258               2.0                2006.0                   1   \n",
       "17087               1.0                2006.0                   1   \n",
       "17088               2.0                2006.0                   1   \n",
       "17090               1.0                2006.0                   1   \n",
       "17091               2.0                2006.0                   1   \n",
       "16260               1.0                2002.0                   1   \n",
       "16263               1.0                2002.0                 NaN   \n",
       "17093               1.0                2002.0                   1   \n",
       "17096               1.0                2002.0                 NaN   \n",
       "17135               1.0                2006.0                   5   \n",
       "17138               1.0                2006.0                   5   \n",
       "17141               1.0                2005.0                   1   \n",
       "17144               1.0                2005.0                   1   \n",
       "17150               NaN                2005.0                   4   \n",
       "17153               NaN                2005.0                   1   \n",
       "17156               NaN                2005.0                   1   \n",
       "\n",
       "                          SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "12413                                    NaN                            6231   \n",
       "12414                                    NaN                            6232   \n",
       "12415                                    NaN                            6233   \n",
       "12416                                    NaN                            6234   \n",
       "12417                                    NaN                            6235   \n",
       "12418                                    NaN                            6236   \n",
       "12419                                    NaN                            6237   \n",
       "12420                                    NaN                            6238   \n",
       "12421                                    NaN                            6239   \n",
       "12423                                    NaN                            6241   \n",
       "12424                                    NaN                            6242   \n",
       "12425                                    NaN                            6243   \n",
       "12426                                    NaN                            6244   \n",
       "12427                                    NaN                            6245   \n",
       "12428                                    NaN                            6246   \n",
       "12429                                    NaN                            6247   \n",
       "12430                                    NaN                            6248   \n",
       "12431                                    NaN                            6249   \n",
       "12422                                    NaN                            6240   \n",
       "12432                                    NaN                            6250   \n",
       "12433                                    NaN                            6251   \n",
       "12436                                    NaN                            6254   \n",
       "12437                                    NaN                            6255   \n",
       "12438                                    NaN                            6256   \n",
       "12439                                    NaN                            6257   \n",
       "12443                                    NaN                            6261   \n",
       "12459                                    NaN                            6277   \n",
       "12462                                    NaN                            6280   \n",
       "12464                                    NaN                            6282   \n",
       "12465                                    NaN                            6283   \n",
       "...                                      ...                             ...   \n",
       "17072                                    NaN                            9635   \n",
       "17075                                    NaN                            9636   \n",
       "17078                                    NaN                            9637   \n",
       "16248            Pine Street to Clark Street                            9319   \n",
       "16249            Pine Street to Clark Street                            9319   \n",
       "16251    lark Street to Mitchel Hammock Road                            9320   \n",
       "16252    lark Street to Mitchel Hammock Road                            9320   \n",
       "17081            Pine Street to Clark Street                            9638   \n",
       "17082            Pine Street to Clark Street                            9638   \n",
       "17084    lark Street to Mitchel Hammock Road                            9639   \n",
       "17085    lark Street to Mitchel Hammock Road                            9639   \n",
       "16254                                    NaN                            9321   \n",
       "16255                                    NaN                            9321   \n",
       "16257                                    NaN                            9322   \n",
       "16258                                    NaN                            9322   \n",
       "17087                                    NaN                            9640   \n",
       "17088                                    NaN                            9640   \n",
       "17090                                    NaN                            9641   \n",
       "17091                                    NaN                            9641   \n",
       "16260                                    NaN                            9323   \n",
       "16263                                    NaN                            9324   \n",
       "17093                                    NaN                            9642   \n",
       "17096                                    NaN                            9643   \n",
       "17135            MP 21.730 to South of SR 93                            9656   \n",
       "17138            North of SR 93 to MP 28.996                            9657   \n",
       "17141     SR 11 North of Volusia County Line                            9658   \n",
       "17144                    SR 11 South of US 1                            9659   \n",
       "17150           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17153  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17156        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "\n",
       "       SegmentID  Year_ofObservation  Count  DiffYear   n  Error  PercentError  \n",
       "12413        NaN                2010   3700       0.0   5   1600     30.188679  \n",
       "12414        NaN                2010   5500       0.0   5   1900     25.675676  \n",
       "12415        NaN                2010   2800       0.0   5   1350     32.530120  \n",
       "12416        NaN                2010   2500       0.0   5   1200     32.432432  \n",
       "12417        NaN                2010   3500       0.0   5   1000     22.222222  \n",
       "12418        NaN                2007  14000       0.0   3   4800     25.531915  \n",
       "12419        NaN                2007  14700       0.0   3   3500     19.230769  \n",
       "12420        NaN                2007  16900       0.0   3   2700     13.775510  \n",
       "12421        NaN                2007   1900       0.0  10   -600    -46.153846  \n",
       "12423        NaN                2007   5100       0.0  10   -600    -13.333333  \n",
       "12424        NaN                2007   1800       0.0  10   -200    -12.500000  \n",
       "12425        NaN                2007   1900       0.0  10   -200    -11.764706  \n",
       "12426        NaN                2007   2000       0.0  10   -200    -11.111111  \n",
       "12427        NaN                2007   6700       0.0  10   -300     -4.687500  \n",
       "12428        NaN                2007   1700       0.0  10    100      5.555556  \n",
       "12429        NaN                2007   1900       0.0  10   -100     -5.555556  \n",
       "12430        NaN                2007   1700       0.0  10      0      0.000000  \n",
       "12431        NaN                2007   1600       0.0  10      0      0.000000  \n",
       "12422        NaN                2010   1000       0.0   1    300     23.076923  \n",
       "12432        NaN                2009   3800       0.0  12      0      0.000000  \n",
       "12433        NaN                2009   4400       0.0  12    200      4.347826  \n",
       "12436        NaN                2009   5800       0.0  12   2100     26.582278  \n",
       "12437        NaN                2009   5400       0.0  12    -50     -0.934579  \n",
       "12438        NaN                2009   3700       0.0  12   -200     -5.714286  \n",
       "12439        NaN                2009   3500       0.0  12    350      9.090909  \n",
       "12443        NaN                2009   2000       0.0  12    350     14.893617  \n",
       "12459        NaN                2009   5000       0.0  12  -1700    -51.515152  \n",
       "12462        NaN                2009    840       0.0  12    310     26.956522  \n",
       "12464        NaN                2009   1400       0.0  12    150      9.677419  \n",
       "12465        NaN                2009   1100       0.0  12     50      4.347826  \n",
       "...          ...                 ...    ...       ...  ..    ...           ...  \n",
       "17072        1.0                2010  36500       0.0   6  17200     32.029795  \n",
       "17075        2.0                2010  39000       0.0   6   9900     20.245399  \n",
       "17078        3.0                2010  39000       0.0   6  11300     22.465209  \n",
       "16248        1.0                2006  19900       0.0   8    700      3.398058  \n",
       "16249        1.0                2016  23500       0.0   8   3300     12.313433  \n",
       "16251        2.0                2006  19900       0.0   8   6400     24.334601  \n",
       "16252        2.0                2016  23500       0.0   8  10800     31.486880  \n",
       "17081        1.0                2006  19900       0.0   8    700      3.398058  \n",
       "17082        1.0                2016  23500       0.0   8   3300     12.313433  \n",
       "17084        2.0                2006  19900       0.0   8   6400     24.334601  \n",
       "17085        2.0                2016  23500       0.0   8  10800     31.486880  \n",
       "16254        1.0                2006  49000       0.0   8   2500      4.854369  \n",
       "16255        1.0                2016  50500       0.0   8   7600     13.080895  \n",
       "16257        2.0                2006  56500       0.0   8   -400     -0.713012  \n",
       "16258        2.0                2016  54500       0.0   8   8800     13.902054  \n",
       "17087        1.0                2006  49000       0.0   8   2500      4.854369  \n",
       "17088        1.0                2016  50500       0.0   8   7600     13.080895  \n",
       "17090        2.0                2006  56500       0.0   8   -400     -0.713012  \n",
       "17091        2.0                2016  54500       0.0   8   8800     13.902054  \n",
       "16260        1.0                2003  58500       0.0   4 -11900    -25.536481  \n",
       "16263        2.0                2003  60500       0.0   4 -19400    -47.201946  \n",
       "17093        1.0                2003  58500       0.0   4 -11900    -25.536481  \n",
       "17096        2.0                2003  60500       0.0   4 -19400    -47.201946  \n",
       "17135        1.0                2008  71500       0.0   2  11400     13.751508  \n",
       "17138        2.0                2008  68000       0.0   2  15200     18.269231  \n",
       "17141        1.0                2008   2600       0.0   2    550     17.460317  \n",
       "17144        2.0                2008   6000       0.0   2  -1150    -23.711340  \n",
       "17150        1.0                2007  19200       0.0   1   3200     14.285714  \n",
       "17153        1.0                2008   5800       0.0   2   1400     19.444444  \n",
       "17156        2.0                2008  10800       0.0   2  -4100    -61.194030  \n",
       "\n",
       "[3265 rows x 19 columns]"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_estimation2=new_estimation1.assign(PercentError=100*new_estimation1['Error']/new_estimation1['TrafficForecast'])\n",
    "new_estimation2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Weight\n",
    "\n",
    "The weight value is calculated based on the number of segments in each individual projects. \n",
    "\n",
    "### Segment Level Analysis\n",
    "If we take Absolute Value of the Weighted Percent Error, we will find the accuracy on a segment level. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style>\n",
       "    .dataframe thead tr:only-child th {\n",
       "        text-align: right;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: left;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>BriefDescription</th>\n",
       "      <th>FunctionalClass</th>\n",
       "      <th>State</th>\n",
       "      <th>InternalProjectID</th>\n",
       "      <th>TollType</th>\n",
       "      <th>ForecastYear</th>\n",
       "      <th>TrafficForecast</th>\n",
       "      <th>ForecastYearType</th>\n",
       "      <th>YearForecastProduced</th>\n",
       "      <th>ForecastMethodology</th>\n",
       "      <th>SegmentDescription</th>\n",
       "      <th>main_TrafficForecast_ProjectID</th>\n",
       "      <th>SegmentID</th>\n",
       "      <th>Year_ofObservation</th>\n",
       "      <th>Count</th>\n",
       "      <th>DiffYear</th>\n",
       "      <th>n</th>\n",
       "      <th>Error</th>\n",
       "      <th>PercentError</th>\n",
       "      <th>WeightedPE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12413</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>5300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6231</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1600</td>\n",
       "      <td>30.188679</td>\n",
       "      <td>6.037736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12414</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>7400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6232</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>5500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1900</td>\n",
       "      <td>25.675676</td>\n",
       "      <td>5.135135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12415</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6233</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1350</td>\n",
       "      <td>32.530120</td>\n",
       "      <td>6.506024</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12416</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>3700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6234</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>2500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1200</td>\n",
       "      <td>32.432432</td>\n",
       "      <td>6.486486</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12417</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1663</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6235</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5</td>\n",
       "      <td>1000</td>\n",
       "      <td>22.222222</td>\n",
       "      <td>4.444444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12418</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6236</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>4800</td>\n",
       "      <td>25.531915</td>\n",
       "      <td>8.510638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12419</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>18200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6237</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>14700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>3500</td>\n",
       "      <td>19.230769</td>\n",
       "      <td>6.410256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12420</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2015</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>19600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6238</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>16900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3</td>\n",
       "      <td>2700</td>\n",
       "      <td>13.775510</td>\n",
       "      <td>4.591837</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12421</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6239</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "      <td>-46.153846</td>\n",
       "      <td>-4.615385</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12423</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>4500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6241</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>5100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-600</td>\n",
       "      <td>-13.333333</td>\n",
       "      <td>-1.333333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12424</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6242</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-12.500000</td>\n",
       "      <td>-1.250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12425</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6243</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-11.764706</td>\n",
       "      <td>-1.176471</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12426</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6244</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-200</td>\n",
       "      <td>-11.111111</td>\n",
       "      <td>-1.111111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12427</th>\n",
       "      <td>NaN</td>\n",
       "      <td>3.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>6400</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6245</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>6700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-300</td>\n",
       "      <td>-4.687500</td>\n",
       "      <td>-0.468750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12428</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>5.555556</td>\n",
       "      <td>0.555556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12429</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6247</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>-100</td>\n",
       "      <td>-5.555556</td>\n",
       "      <td>-0.555556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12430</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12431</th>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2126</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6249</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2007</td>\n",
       "      <td>1600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12422</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>2486</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>1300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6240</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2010</td>\n",
       "      <td>1000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>300</td>\n",
       "      <td>23.076923</td>\n",
       "      <td>23.076923</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12432</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3800</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6250</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12433</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>4600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6251</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>4400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>200</td>\n",
       "      <td>4.347826</td>\n",
       "      <td>0.362319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12436</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>7900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6254</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>2100</td>\n",
       "      <td>26.582278</td>\n",
       "      <td>2.215190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12437</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>5350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6255</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-50</td>\n",
       "      <td>-0.934579</td>\n",
       "      <td>-0.077882</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12438</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6256</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3700</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-200</td>\n",
       "      <td>-5.714286</td>\n",
       "      <td>-0.476190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12439</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>3500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "      <td>9.090909</td>\n",
       "      <td>0.757576</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12443</th>\n",
       "      <td>NaN</td>\n",
       "      <td>4.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>2350</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>2000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>350</td>\n",
       "      <td>14.893617</td>\n",
       "      <td>1.241135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12459</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>3300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6277</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>5000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>-1700</td>\n",
       "      <td>-51.515152</td>\n",
       "      <td>-4.292929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12462</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6280</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>840</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>310</td>\n",
       "      <td>26.956522</td>\n",
       "      <td>2.246377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12464</th>\n",
       "      <td>NaN</td>\n",
       "      <td>5.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1550</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6282</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1400</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>150</td>\n",
       "      <td>9.677419</td>\n",
       "      <td>0.806452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12465</th>\n",
       "      <td>NaN</td>\n",
       "      <td>6.0</td>\n",
       "      <td>58.0</td>\n",
       "      <td>1745</td>\n",
       "      <td>1</td>\n",
       "      <td>2009.0</td>\n",
       "      <td>1150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6283</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2009</td>\n",
       "      <td>1100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>12</td>\n",
       "      <td>50</td>\n",
       "      <td>4.347826</td>\n",
       "      <td>0.362319</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17072</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>53700</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9635</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>36500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>17200</td>\n",
       "      <td>32.029795</td>\n",
       "      <td>5.338299</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17075</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>48900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9636</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>9900</td>\n",
       "      <td>20.245399</td>\n",
       "      <td>3.374233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17078</th>\n",
       "      <td>The SR 9 Add Lanes &amp; Rehabilitate Pavement Pro...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>405506-2</td>\n",
       "      <td>1</td>\n",
       "      <td>2010.0</td>\n",
       "      <td>50300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9637</td>\n",
       "      <td>3.0</td>\n",
       "      <td>2010</td>\n",
       "      <td>39000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>6</td>\n",
       "      <td>11300</td>\n",
       "      <td>22.465209</td>\n",
       "      <td>3.744201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16248</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "      <td>3.398058</td>\n",
       "      <td>0.424757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16249</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9319</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "      <td>12.313433</td>\n",
       "      <td>1.539179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16251</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "      <td>24.334601</td>\n",
       "      <td>3.041825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16252</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9320</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "      <td>31.486880</td>\n",
       "      <td>3.935860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17081</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>20600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>700</td>\n",
       "      <td>3.398058</td>\n",
       "      <td>0.424757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17082</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>26800</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>Pine Street to Clark Street</td>\n",
       "      <td>9638</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>3300</td>\n",
       "      <td>12.313433</td>\n",
       "      <td>1.539179</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17084</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>26300</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>19900</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>6400</td>\n",
       "      <td>24.334601</td>\n",
       "      <td>3.041825</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17085</th>\n",
       "      <td>The Add Lanes &amp; Reconstruct Project for SR 426...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404525-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>34300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>5</td>\n",
       "      <td>lark Street to Mitchel Hammock Road</td>\n",
       "      <td>9639</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>23500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>10800</td>\n",
       "      <td>31.486880</td>\n",
       "      <td>3.935860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16254</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "      <td>4.854369</td>\n",
       "      <td>0.606796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16255</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9321</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "      <td>13.080895</td>\n",
       "      <td>1.635112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16257</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "      <td>-0.713012</td>\n",
       "      <td>-0.089127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16258</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9322</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "      <td>13.902054</td>\n",
       "      <td>1.737757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17087</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>51500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>49000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>2500</td>\n",
       "      <td>4.854369</td>\n",
       "      <td>0.606796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17088</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>58100</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9640</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>50500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>7600</td>\n",
       "      <td>13.080895</td>\n",
       "      <td>1.635112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17090</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>56100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006</td>\n",
       "      <td>56500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>-400</td>\n",
       "      <td>-0.713012</td>\n",
       "      <td>-0.089127</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17091</th>\n",
       "      <td>The SR 15/600 – Interchange (Major) Project In...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>404418-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>63300</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9641</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2016</td>\n",
       "      <td>54500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>8</td>\n",
       "      <td>8800</td>\n",
       "      <td>13.902054</td>\n",
       "      <td>1.737757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16260</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9323</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "      <td>-25.536481</td>\n",
       "      <td>-6.384120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16263</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9324</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "      <td>-47.201946</td>\n",
       "      <td>-11.800487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17093</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>46600</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9642</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>58500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-11900</td>\n",
       "      <td>-25.536481</td>\n",
       "      <td>-6.384120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17096</th>\n",
       "      <td>The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>242696-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2003.0</td>\n",
       "      <td>41100</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>9643</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2003</td>\n",
       "      <td>60500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4</td>\n",
       "      <td>-19400</td>\n",
       "      <td>-47.201946</td>\n",
       "      <td>-11.800487</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17135</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>82900</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>MP 21.730 to South of SR 93</td>\n",
       "      <td>9656</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>71500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>11400</td>\n",
       "      <td>13.751508</td>\n",
       "      <td>6.875754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17138</th>\n",
       "      <td>The SR 93 Resurfacing Project on SR 93 from SR...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>416939-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>83200</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>5</td>\n",
       "      <td>North of SR 93 to MP 28.996</td>\n",
       "      <td>9657</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>68000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>15200</td>\n",
       "      <td>18.269231</td>\n",
       "      <td>9.134615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17141</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>3150</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 North of Volusia County Line</td>\n",
       "      <td>9658</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>2600</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>550</td>\n",
       "      <td>17.460317</td>\n",
       "      <td>8.730159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17144</th>\n",
       "      <td>The SR 11 – Resurfacing Project include SR 11 ...</td>\n",
       "      <td>4.0</td>\n",
       "      <td>12.0</td>\n",
       "      <td>417141-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>4850</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 11 South of US 1</td>\n",
       "      <td>9659</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>6000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-1150</td>\n",
       "      <td>-23.711340</td>\n",
       "      <td>-11.855670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17150</th>\n",
       "      <td>The SR 3 Resurfacing Project on SR 3 from 0.01...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417153-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2007.0</td>\n",
       "      <td>22400</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>4</td>\n",
       "      <td>(M.P. 3.858) to (M.P. 9.755)</td>\n",
       "      <td>9661</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2007</td>\n",
       "      <td>19200</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1</td>\n",
       "      <td>3200</td>\n",
       "      <td>14.285714</td>\n",
       "      <td>14.285714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17153</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>7200</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 4.0 Miles East of US 17/SR 15</td>\n",
       "      <td>9662</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>5800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>1400</td>\n",
       "      <td>19.444444</td>\n",
       "      <td>9.722222</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17156</th>\n",
       "      <td>The SR 40 – Resurfacing Project from 269 ft ea...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>417154-1</td>\n",
       "      <td>1</td>\n",
       "      <td>2008.0</td>\n",
       "      <td>6700</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2005.0</td>\n",
       "      <td>1</td>\n",
       "      <td>SR 40 - 3.0 Miles East of SR 11</td>\n",
       "      <td>9663</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2008</td>\n",
       "      <td>10800</td>\n",
       "      <td>0.0</td>\n",
       "      <td>2</td>\n",
       "      <td>-4100</td>\n",
       "      <td>-61.194030</td>\n",
       "      <td>-30.597015</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3265 rows × 20 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        BriefDescription  FunctionalClass  \\\n",
       "12413                                                NaN              3.0   \n",
       "12414                                                NaN              3.0   \n",
       "12415                                                NaN              3.0   \n",
       "12416                                                NaN              3.0   \n",
       "12417                                                NaN              3.0   \n",
       "12418                                                NaN              4.0   \n",
       "12419                                                NaN              4.0   \n",
       "12420                                                NaN              4.0   \n",
       "12421                                                NaN              0.0   \n",
       "12423                                                NaN              3.0   \n",
       "12424                                                NaN              0.0   \n",
       "12425                                                NaN              0.0   \n",
       "12426                                                NaN              0.0   \n",
       "12427                                                NaN              3.0   \n",
       "12428                                                NaN              0.0   \n",
       "12429                                                NaN              0.0   \n",
       "12430                                                NaN              0.0   \n",
       "12431                                                NaN              0.0   \n",
       "12422                                                NaN              5.0   \n",
       "12432                                                NaN              4.0   \n",
       "12433                                                NaN              4.0   \n",
       "12436                                                NaN              4.0   \n",
       "12437                                                NaN              4.0   \n",
       "12438                                                NaN              4.0   \n",
       "12439                                                NaN              4.0   \n",
       "12443                                                NaN              4.0   \n",
       "12459                                                NaN              6.0   \n",
       "12462                                                NaN              6.0   \n",
       "12464                                                NaN              5.0   \n",
       "12465                                                NaN              6.0   \n",
       "...                                                  ...              ...   \n",
       "17072  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17075  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "17078  The SR 9 Add Lanes & Rehabilitate Pavement Pro...              3.0   \n",
       "16248  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16249  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16251  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16252  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17081  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17082  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17084  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "17085  The Add Lanes & Reconstruct Project for SR 426...              3.0   \n",
       "16254  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16255  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16257  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16258  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17087  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17088  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17090  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "17091  The SR 15/600 – Interchange (Major) Project In...              3.0   \n",
       "16260  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "16263  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17093  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17096  The Add-Lanes Project for SR 9 begin\\r\\n1.2 mi...              3.0   \n",
       "17135  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17138  The SR 93 Resurfacing Project on SR 93 from SR...              3.0   \n",
       "17141  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17144  The SR 11 – Resurfacing Project include SR 11 ...              4.0   \n",
       "17150  The SR 3 Resurfacing Project on SR 3 from 0.01...              3.0   \n",
       "17153  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "17156  The SR 40 – Resurfacing Project from 269 ft ea...              3.0   \n",
       "\n",
       "       State InternalProjectID  TollType  ForecastYear  TrafficForecast  \\\n",
       "12413   58.0              1663         1        2010.0             5300   \n",
       "12414   58.0              1663         1        2010.0             7400   \n",
       "12415   58.0              1663         1        2010.0             4150   \n",
       "12416   58.0              1663         1        2010.0             3700   \n",
       "12417   58.0              1663         1        2010.0             4500   \n",
       "12418   58.0              2015         1        2007.0            18800   \n",
       "12419   58.0              2015         1        2007.0            18200   \n",
       "12420   58.0              2015         1        2007.0            19600   \n",
       "12421   58.0              2126         1        2007.0             1300   \n",
       "12423   58.0              2126         1        2007.0             4500   \n",
       "12424   58.0              2126         1        2007.0             1600   \n",
       "12425   58.0              2126         1        2007.0             1700   \n",
       "12426   58.0              2126         1        2007.0             1800   \n",
       "12427   58.0              2126         1        2007.0             6400   \n",
       "12428   58.0              2126         1        2007.0             1800   \n",
       "12429   58.0              2126         1        2007.0             1800   \n",
       "12430   58.0              2126         1        2007.0             1700   \n",
       "12431   58.0              2126         1        2007.0             1600   \n",
       "12422   58.0              2486         1        2010.0             1300   \n",
       "12432   58.0              1745         1        2009.0             3800   \n",
       "12433   58.0              1745         1        2009.0             4600   \n",
       "12436   58.0              1745         1        2009.0             7900   \n",
       "12437   58.0              1745         1        2009.0             5350   \n",
       "12438   58.0              1745         1        2009.0             3500   \n",
       "12439   58.0              1745         1        2009.0             3850   \n",
       "12443   58.0              1745         1        2009.0             2350   \n",
       "12459   58.0              1745         1        2009.0             3300   \n",
       "12462   58.0              1745         1        2009.0             1150   \n",
       "12464   58.0              1745         1        2009.0             1550   \n",
       "12465   58.0              1745         1        2009.0             1150   \n",
       "...      ...               ...       ...           ...              ...   \n",
       "17072   12.0          405506-2         1        2010.0            53700   \n",
       "17075   12.0          405506-2         1        2010.0            48900   \n",
       "17078   12.0          405506-2         1        2010.0            50300   \n",
       "16248   12.0          404525-1         1        2006.0            20600   \n",
       "16249   12.0          404525-1         1        2016.0            26800   \n",
       "16251   12.0          404525-1         1        2006.0            26300   \n",
       "16252   12.0          404525-1         1        2016.0            34300   \n",
       "17081   12.0          404525-1         1        2006.0            20600   \n",
       "17082   12.0          404525-1         1        2016.0            26800   \n",
       "17084   12.0          404525-1         1        2006.0            26300   \n",
       "17085   12.0          404525-1         1        2016.0            34300   \n",
       "16254   12.0          404418-1         1        2006.0            51500   \n",
       "16255   12.0          404418-1         1        2016.0            58100   \n",
       "16257   12.0          404418-1         1        2006.0            56100   \n",
       "16258   12.0          404418-1         1        2016.0            63300   \n",
       "17087   12.0          404418-1         1        2006.0            51500   \n",
       "17088   12.0          404418-1         1        2016.0            58100   \n",
       "17090   12.0          404418-1         1        2006.0            56100   \n",
       "17091   12.0          404418-1         1        2016.0            63300   \n",
       "16260   12.0          242696-1         1        2003.0            46600   \n",
       "16263   12.0          242696-1         1        2003.0            41100   \n",
       "17093   12.0          242696-1         1        2003.0            46600   \n",
       "17096   12.0          242696-1         1        2003.0            41100   \n",
       "17135   12.0          416939-1         1        2008.0            82900   \n",
       "17138   12.0          416939-1         1        2008.0            83200   \n",
       "17141   12.0          417141-1         1        2008.0             3150   \n",
       "17144   12.0          417141-1         1        2008.0             4850   \n",
       "17150    NaN          417153-1         1        2007.0            22400   \n",
       "17153    NaN          417154-1         1        2008.0             7200   \n",
       "17156    NaN          417154-1         1        2008.0             6700   \n",
       "\n",
       "       ForecastYearType  YearForecastProduced ForecastMethodology  \\\n",
       "12413               1.0                2007.0                   1   \n",
       "12414               1.0                2007.0                   1   \n",
       "12415               1.0                2007.0                   1   \n",
       "12416               1.0                2007.0                   1   \n",
       "12417               1.0                2007.0                   1   \n",
       "12418               1.0                2005.0                   1   \n",
       "12419               1.0                2005.0                   1   \n",
       "12420               1.0                2005.0                   1   \n",
       "12421               1.0                2006.0                   1   \n",
       "12423               1.0                2006.0                   1   \n",
       "12424               1.0                2006.0                   1   \n",
       "12425               1.0                2006.0                   1   \n",
       "12426               1.0                2006.0                   1   \n",
       "12427               1.0                2006.0                   1   \n",
       "12428               1.0                2006.0                   1   \n",
       "12429               1.0                2006.0                   1   \n",
       "12430               1.0                2006.0                   1   \n",
       "12431               1.0                2006.0                   1   \n",
       "12422               1.0                2007.0                   1   \n",
       "12432               1.0                2007.0                   1   \n",
       "12433               1.0                2007.0                   1   \n",
       "12436               1.0                2007.0                   1   \n",
       "12437               1.0                2007.0                   1   \n",
       "12438               1.0                2007.0                   1   \n",
       "12439               1.0                2007.0                   1   \n",
       "12443               1.0                2007.0                   1   \n",
       "12459               1.0                2007.0                   1   \n",
       "12462               1.0                2007.0                   1   \n",
       "12464               1.0                2007.0                   1   \n",
       "12465               1.0                2007.0                   1   \n",
       "...                 ...                   ...                 ...   \n",
       "17072               1.0                2005.0                   1   \n",
       "17075               1.0                2005.0                   1   \n",
       "17078               1.0                2005.0                   1   \n",
       "16248               1.0                2002.0                   5   \n",
       "16249               2.0                2002.0                   5   \n",
       "16251               1.0                2002.0                   5   \n",
       "16252               2.0                2002.0                   5   \n",
       "17081               1.0                2002.0                   5   \n",
       "17082               2.0                2002.0                   5   \n",
       "17084               1.0                2002.0                   5   \n",
       "17085               2.0                2002.0                   5   \n",
       "16254               1.0                2006.0                   1   \n",
       "16255               2.0                2006.0                   1   \n",
       "16257               1.0                2006.0                   1   \n",
       "16258               2.0                2006.0                   1   \n",
       "17087               1.0                2006.0                   1   \n",
       "17088               2.0                2006.0                   1   \n",
       "17090               1.0                2006.0                   1   \n",
       "17091               2.0                2006.0                   1   \n",
       "16260               1.0                2002.0                   1   \n",
       "16263               1.0                2002.0                 NaN   \n",
       "17093               1.0                2002.0                   1   \n",
       "17096               1.0                2002.0                 NaN   \n",
       "17135               1.0                2006.0                   5   \n",
       "17138               1.0                2006.0                   5   \n",
       "17141               1.0                2005.0                   1   \n",
       "17144               1.0                2005.0                   1   \n",
       "17150               NaN                2005.0                   4   \n",
       "17153               NaN                2005.0                   1   \n",
       "17156               NaN                2005.0                   1   \n",
       "\n",
       "                          SegmentDescription  main_TrafficForecast_ProjectID  \\\n",
       "12413                                    NaN                            6231   \n",
       "12414                                    NaN                            6232   \n",
       "12415                                    NaN                            6233   \n",
       "12416                                    NaN                            6234   \n",
       "12417                                    NaN                            6235   \n",
       "12418                                    NaN                            6236   \n",
       "12419                                    NaN                            6237   \n",
       "12420                                    NaN                            6238   \n",
       "12421                                    NaN                            6239   \n",
       "12423                                    NaN                            6241   \n",
       "12424                                    NaN                            6242   \n",
       "12425                                    NaN                            6243   \n",
       "12426                                    NaN                            6244   \n",
       "12427                                    NaN                            6245   \n",
       "12428                                    NaN                            6246   \n",
       "12429                                    NaN                            6247   \n",
       "12430                                    NaN                            6248   \n",
       "12431                                    NaN                            6249   \n",
       "12422                                    NaN                            6240   \n",
       "12432                                    NaN                            6250   \n",
       "12433                                    NaN                            6251   \n",
       "12436                                    NaN                            6254   \n",
       "12437                                    NaN                            6255   \n",
       "12438                                    NaN                            6256   \n",
       "12439                                    NaN                            6257   \n",
       "12443                                    NaN                            6261   \n",
       "12459                                    NaN                            6277   \n",
       "12462                                    NaN                            6280   \n",
       "12464                                    NaN                            6282   \n",
       "12465                                    NaN                            6283   \n",
       "...                                      ...                             ...   \n",
       "17072                                    NaN                            9635   \n",
       "17075                                    NaN                            9636   \n",
       "17078                                    NaN                            9637   \n",
       "16248            Pine Street to Clark Street                            9319   \n",
       "16249            Pine Street to Clark Street                            9319   \n",
       "16251    lark Street to Mitchel Hammock Road                            9320   \n",
       "16252    lark Street to Mitchel Hammock Road                            9320   \n",
       "17081            Pine Street to Clark Street                            9638   \n",
       "17082            Pine Street to Clark Street                            9638   \n",
       "17084    lark Street to Mitchel Hammock Road                            9639   \n",
       "17085    lark Street to Mitchel Hammock Road                            9639   \n",
       "16254                                    NaN                            9321   \n",
       "16255                                    NaN                            9321   \n",
       "16257                                    NaN                            9322   \n",
       "16258                                    NaN                            9322   \n",
       "17087                                    NaN                            9640   \n",
       "17088                                    NaN                            9640   \n",
       "17090                                    NaN                            9641   \n",
       "17091                                    NaN                            9641   \n",
       "16260                                    NaN                            9323   \n",
       "16263                                    NaN                            9324   \n",
       "17093                                    NaN                            9642   \n",
       "17096                                    NaN                            9643   \n",
       "17135            MP 21.730 to South of SR 93                            9656   \n",
       "17138            North of SR 93 to MP 28.996                            9657   \n",
       "17141     SR 11 North of Volusia County Line                            9658   \n",
       "17144                    SR 11 South of US 1                            9659   \n",
       "17150           (M.P. 3.858) to (M.P. 9.755)                            9661   \n",
       "17153  SR 40 - 4.0 Miles East of US 17/SR 15                            9662   \n",
       "17156        SR 40 - 3.0 Miles East of SR 11                            9663   \n",
       "\n",
       "       SegmentID  Year_ofObservation  Count  DiffYear   n  Error  \\\n",
       "12413        NaN                2010   3700       0.0   5   1600   \n",
       "12414        NaN                2010   5500       0.0   5   1900   \n",
       "12415        NaN                2010   2800       0.0   5   1350   \n",
       "12416        NaN                2010   2500       0.0   5   1200   \n",
       "12417        NaN                2010   3500       0.0   5   1000   \n",
       "12418        NaN                2007  14000       0.0   3   4800   \n",
       "12419        NaN                2007  14700       0.0   3   3500   \n",
       "12420        NaN                2007  16900       0.0   3   2700   \n",
       "12421        NaN                2007   1900       0.0  10   -600   \n",
       "12423        NaN                2007   5100       0.0  10   -600   \n",
       "12424        NaN                2007   1800       0.0  10   -200   \n",
       "12425        NaN                2007   1900       0.0  10   -200   \n",
       "12426        NaN                2007   2000       0.0  10   -200   \n",
       "12427        NaN                2007   6700       0.0  10   -300   \n",
       "12428        NaN                2007   1700       0.0  10    100   \n",
       "12429        NaN                2007   1900       0.0  10   -100   \n",
       "12430        NaN                2007   1700       0.0  10      0   \n",
       "12431        NaN                2007   1600       0.0  10      0   \n",
       "12422        NaN                2010   1000       0.0   1    300   \n",
       "12432        NaN                2009   3800       0.0  12      0   \n",
       "12433        NaN                2009   4400       0.0  12    200   \n",
       "12436        NaN                2009   5800       0.0  12   2100   \n",
       "12437        NaN                2009   5400       0.0  12    -50   \n",
       "12438        NaN                2009   3700       0.0  12   -200   \n",
       "12439        NaN                2009   3500       0.0  12    350   \n",
       "12443        NaN                2009   2000       0.0  12    350   \n",
       "12459        NaN                2009   5000       0.0  12  -1700   \n",
       "12462        NaN                2009    840       0.0  12    310   \n",
       "12464        NaN                2009   1400       0.0  12    150   \n",
       "12465        NaN                2009   1100       0.0  12     50   \n",
       "...          ...                 ...    ...       ...  ..    ...   \n",
       "17072        1.0                2010  36500       0.0   6  17200   \n",
       "17075        2.0                2010  39000       0.0   6   9900   \n",
       "17078        3.0                2010  39000       0.0   6  11300   \n",
       "16248        1.0                2006  19900       0.0   8    700   \n",
       "16249        1.0                2016  23500       0.0   8   3300   \n",
       "16251        2.0                2006  19900       0.0   8   6400   \n",
       "16252        2.0                2016  23500       0.0   8  10800   \n",
       "17081        1.0                2006  19900       0.0   8    700   \n",
       "17082        1.0                2016  23500       0.0   8   3300   \n",
       "17084        2.0                2006  19900       0.0   8   6400   \n",
       "17085        2.0                2016  23500       0.0   8  10800   \n",
       "16254        1.0                2006  49000       0.0   8   2500   \n",
       "16255        1.0                2016  50500       0.0   8   7600   \n",
       "16257        2.0                2006  56500       0.0   8   -400   \n",
       "16258        2.0                2016  54500       0.0   8   8800   \n",
       "17087        1.0                2006  49000       0.0   8   2500   \n",
       "17088        1.0                2016  50500       0.0   8   7600   \n",
       "17090        2.0                2006  56500       0.0   8   -400   \n",
       "17091        2.0                2016  54500       0.0   8   8800   \n",
       "16260        1.0                2003  58500       0.0   4 -11900   \n",
       "16263        2.0                2003  60500       0.0   4 -19400   \n",
       "17093        1.0                2003  58500       0.0   4 -11900   \n",
       "17096        2.0                2003  60500       0.0   4 -19400   \n",
       "17135        1.0                2008  71500       0.0   2  11400   \n",
       "17138        2.0                2008  68000       0.0   2  15200   \n",
       "17141        1.0                2008   2600       0.0   2    550   \n",
       "17144        2.0                2008   6000       0.0   2  -1150   \n",
       "17150        1.0                2007  19200       0.0   1   3200   \n",
       "17153        1.0                2008   5800       0.0   2   1400   \n",
       "17156        2.0                2008  10800       0.0   2  -4100   \n",
       "\n",
       "       PercentError  WeightedPE  \n",
       "12413     30.188679    6.037736  \n",
       "12414     25.675676    5.135135  \n",
       "12415     32.530120    6.506024  \n",
       "12416     32.432432    6.486486  \n",
       "12417     22.222222    4.444444  \n",
       "12418     25.531915    8.510638  \n",
       "12419     19.230769    6.410256  \n",
       "12420     13.775510    4.591837  \n",
       "12421    -46.153846   -4.615385  \n",
       "12423    -13.333333   -1.333333  \n",
       "12424    -12.500000   -1.250000  \n",
       "12425    -11.764706   -1.176471  \n",
       "12426    -11.111111   -1.111111  \n",
       "12427     -4.687500   -0.468750  \n",
       "12428      5.555556    0.555556  \n",
       "12429     -5.555556   -0.555556  \n",
       "12430      0.000000    0.000000  \n",
       "12431      0.000000    0.000000  \n",
       "12422     23.076923   23.076923  \n",
       "12432      0.000000    0.000000  \n",
       "12433      4.347826    0.362319  \n",
       "12436     26.582278    2.215190  \n",
       "12437     -0.934579   -0.077882  \n",
       "12438     -5.714286   -0.476190  \n",
       "12439      9.090909    0.757576  \n",
       "12443     14.893617    1.241135  \n",
       "12459    -51.515152   -4.292929  \n",
       "12462     26.956522    2.246377  \n",
       "12464      9.677419    0.806452  \n",
       "12465      4.347826    0.362319  \n",
       "...             ...         ...  \n",
       "17072     32.029795    5.338299  \n",
       "17075     20.245399    3.374233  \n",
       "17078     22.465209    3.744201  \n",
       "16248      3.398058    0.424757  \n",
       "16249     12.313433    1.539179  \n",
       "16251     24.334601    3.041825  \n",
       "16252     31.486880    3.935860  \n",
       "17081      3.398058    0.424757  \n",
       "17082     12.313433    1.539179  \n",
       "17084     24.334601    3.041825  \n",
       "17085     31.486880    3.935860  \n",
       "16254      4.854369    0.606796  \n",
       "16255     13.080895    1.635112  \n",
       "16257     -0.713012   -0.089127  \n",
       "16258     13.902054    1.737757  \n",
       "17087      4.854369    0.606796  \n",
       "17088     13.080895    1.635112  \n",
       "17090     -0.713012   -0.089127  \n",
       "17091     13.902054    1.737757  \n",
       "16260    -25.536481   -6.384120  \n",
       "16263    -47.201946  -11.800487  \n",
       "17093    -25.536481   -6.384120  \n",
       "17096    -47.201946  -11.800487  \n",
       "17135     13.751508    6.875754  \n",
       "17138     18.269231    9.134615  \n",
       "17141     17.460317    8.730159  \n",
       "17144    -23.711340  -11.855670  \n",
       "17150     14.285714   14.285714  \n",
       "17153     19.444444    9.722222  \n",
       "17156    -61.194030  -30.597015  \n",
       "\n",
       "[3265 rows x 20 columns]"
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimation_result1=new_estimation2.assign(WeightedPE=new_estimation2['PercentError']/new_estimation2['n'])\n",
    "estimation_result1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "count    3265.000000\n",
       "mean        3.953928\n",
       "std         8.233295\n",
       "min         0.000000\n",
       "25%         0.531538\n",
       "50%         1.632191\n",
       "75%         4.006047\n",
       "max       127.647059\n",
       "Name: AbsPE, dtype: float64"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "estimation_result2=estimation_result1.assign(AbsPE=np.abs(estimation_result1['WeightedPE'])) #segment level PE\n",
    "#analysis=estimation_result2.AbsPE.groupby(estimation_result2['InternalProjectID']).sum()\n",
    "estimation_result2.AbsPE.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import matplotlib\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(array([  72.,  121.,   94.,   52.,   35.,   24.,   21.,   11.,    7.,\n",
       "           8.,    3.,    4.,    7.,    3.,    0.,    0.,    1.,    2.,\n",
       "           1.,    0.,    0.,    1.,    0.,    1.,    0.,    0.,    0.,\n",
       "           0.,    1.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           2.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           1.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,\n",
       "           0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    0.,    1.]),\n",
       " array([   0.        ,    6.9671307 ,   13.93426141,   20.90139211,\n",
       "          27.86852281,   34.83565351,   41.80278422,   48.76991492,\n",
       "          55.73704562,   62.70417633,   69.67130703,   76.63843773,\n",
       "          83.60556843,   90.57269914,   97.53982984,  104.50696054,\n",
       "         111.47409125,  118.44122195,  125.40835265,  132.37548336,\n",
       "         139.34261406,  146.30974476,  153.27687546,  160.24400617,\n",
       "         167.21113687,  174.17826757,  181.14539828,  188.11252898,\n",
       "         195.07965968,  202.04679038,  209.01392109,  215.98105179,\n",
       "         222.94818249,  229.9153132 ,  236.8824439 ,  243.8495746 ,\n",
       "         250.8167053 ,  257.78383601,  264.75096671,  271.71809741,\n",
       "         278.68522812,  285.65235882,  292.61948952,  299.58662023,\n",
       "         306.55375093,  313.52088163,  320.48801233,  327.45514304,\n",
       "         334.42227374,  341.38940444,  348.35653515,  355.32366585,\n",
       "         362.29079655,  369.25792725,  376.22505796,  383.19218866,\n",
       "         390.15931936,  397.12645007,  404.09358077,  411.06071147,\n",
       "         418.02784217,  424.99497288,  431.96210358,  438.92923428,\n",
       "         445.89636499,  452.86349569,  459.83062639,  466.7977571 ,\n",
       "         473.7648878 ,  480.7320185 ,  487.6991492 ,  494.66627991,\n",
       "         501.63341061,  508.60054131,  515.56767202,  522.53480272,\n",
       "         529.50193342,  536.46906412,  543.43619483,  550.40332553,\n",
       "         557.37045623,  564.33758694,  571.30471764,  578.27184834,\n",
       "         585.23897904,  592.20610975,  599.17324045,  606.14037115,\n",
       "         613.10750186,  620.07463256,  627.04176326,  634.00889397,\n",
       "         640.97602467,  647.94315537,  654.91028607,  661.87741678,\n",
       "         668.84454748,  675.81167818,  682.77880889,  689.74593959,\n",
       "         696.71307029]),\n",
       " <a list of 100 Patch objects>)"
      ]
     },
     "execution_count": 120,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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Qr371K73xxhvavHmzXnzxxXiuwipDHboZzSx2qJ+5mRnwJ3/3d//3yJh+F/zvA8Mbjy/Q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\nAcASFDoAWIJCBwBL/D8VA25gDVHglgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1ffacfda2b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.hist(analysis,bins=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "sns.distplot?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import geopandas as gp\n",
    "from scipy import stats, integrate\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "sns.set(color_codes=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plotting Absolute Value of the Weighted Percent Error"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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3A7Blyxbmz5/PggUL2LhxYxqa03+9nnSmWeIiIpIB9mQv2Lx5M4FAgA0bNlBfX8+aNWt4\n5plnAGhubqa2tpZNmzbh9/uprq7mpptu4ic/+Qn33HMPt956K6+//jpr167l3//931m9ejUvvfQS\n+fn53H333UyfPp2ysrK0N7I3erzSmV33YYuISOYkrbDr6uqYOnUqABMmTGDXrl3xYw0NDUycOBGn\n04nH46G8vJzGxkYWL17MtGnTAAiHw7hcLvbt20d5eTnFxcU4nU4mT57Mzp0709Ssvuttha1JZyIi\nkglJK2yv14vb7Y4/ttlshEIh7HY7Xq8Xj8cTP1ZYWIjX66W0tBSA/fv388QTT/Dzn/+ckydPdvna\n7pSUFGC323rdqD776AQ2W+R8nsI8PO68bl9us1owTeKvKyvzdPv6gSAXrrE/1L7cpvblNrUvvZIG\nttvtxufzxR8bhoHdbu/ymM/ni4fyjh07ePzxx3nyyScZN24cgUAg4WsTOXWqtXetSYF2fzD+7xZv\ne7evtdus+IPh+Ouam1vSfn39UVbmGfDX2B9qX25T+3Kb2pe68ySStEt80qRJbNu2DYD6+noqKyvj\nx8aPH09dXR1+v5+Wlhb27dtHZWUlO3bs4Ec/+hHPP/881157LQAVFRU0NTVx+vRpAoEAO3fuZOLE\nif1tW8r1tEscIntia9KZiIhkQtIKe9asWWzfvp2FCxdimiarVq1i3bp1lJeXM3PmTGpqaqiursY0\nTRYtWoTL5WLVqlUEg0GWLFkCwNixY1mxYgVLlizh/vvvxzRN5s+fz8iRI9PewN7q6aQziFTY7YFw\nui9JREQkeWBbrVZWrFjR6bmKior411VVVVRVVXU6/vvf/77L95oxYwYzZszoy3VmTK8qbLuVUFsw\n3ZckIiKihVPO17sK20LYMOM7fImIiKSLAvs8vamwHVqeVEREMkSBfZ54hW3p2Rg2QCikCltERNJL\ngX2esGFgoeeTzkAVtoiIpJ8C+zyGYfYorEHLk4qISOYosM8TNswejV+DlicVEZHMUWCfJ9ybCltj\n2CIikiEK7PMYvaiwNUtcREQyRYF9nt5V2BrDFhGRzFBgn8cwez+GrcAWEZF0U2Cfpzdd4nZ7LLA1\nhi0iIumlwD5PX7rEg9qxS0RE0kyB3YFpmphmzxZNAU06ExGRzFFgdxDuxbKkoDFsERHJHAV2B0Yv\nNv6AjoGtMWwREUkvBXYH4V5srQlamlRERDJHgd1BrwM7tjSpJp2JiEiaKbA7MIxI8Np6OIYd6zpX\nl7iIiKSbAruD3lbYFosFh82qLnEREUk7BXYH4XDvAhsi49gKbBERSTcFdge9nSUOkXFsBbaIiKSb\nAruD3naJQzSwtb2miIikmQK7g94unAKR5UlDYQPTVGiLiEj6KLA7iM8S72WFbXKuO11ERCQdFNgd\n9KVL3BHdsSuocWwREUkjBXYHfR3DBt2LLSIi6aXA7iA+S7yXY9ig5UlFRCS9FNgd9KvC1vKkIiKS\nRgrsDtQlLiIiA5UCu4M+zRLXpDMREckABXYHfauwNYYtIiLpp8DuIL6WeC8mnTniXeIKbBERSR8F\ndgd9XUsc0PKkIiKSVgrsDvo36UwVtoiIpI8Cu4M+BbZdY9giIpJ+CuwOzs0S7/n3xCpszRIXEZF0\nUmB3cG63rp7/WBwawxYRkQxQYHdgxLvEe/49TkfkxYFQOB2XJCIiAiiwOwn3YZa4024DwB9UYIuI\nSPoosDsw+jDpzGq1YLdZCAQ1hi0iIumjwO6gL7PEAVwOGwFV2CIikkYK7A7CsVnivVjpDMDpsKnC\nFhGRtEoa2IZhsGzZMhYsWEBNTQ1NTU2djm/cuJF58+ZRVVXF1q1bOx375S9/yVNPPRV/vG7dOu64\n4w5qamqoqalh//79KWpGavSlSxwiE8+CYUP3YouISNrYk71g8+bNBAIBNmzYQH19PWvWrOGZZ54B\noLm5mdraWjZt2oTf76e6upqbbroJwzBYunQpDQ0N3HbbbfH32r17N0888QTXXHNN+lrUD+GwicUC\nll5W2C5HZOJZqz9EUYEzHZcmIiJDXNIKu66ujqlTpwIwYcIEdu3aFT/W0NDAxIkTcTqdeDweysvL\naWxsxO/3M3fuXB588MFO77V7926ee+457r77bp599tkUN6X/wqbZqxniMbGZ4q3toVRfkoiICNCD\nCtvr9eJ2u+OPbTYboVAIu92O1+vF4/HEjxUWFuL1eikuLmbKlCm8/PLLnd7rjjvuoLq6GrfbzSOP\nPMLWrVuZPn16wnOXlBRgj4ZhJhiGic1qxePO69X3uQsjVbUzz0FZmSfJq7NroF9ff6l9uU3ty21q\nX3olDWy3243P54s/NgwDu93e5TGfz9cpwDsyTZOvf/3r8ePTpk3j/fff7zawT51q7VkrUiTWJd7i\nbe/V91nMyNj34WNnKS1wpOPSUqKszENzc0u2LyNt1L7cpvblNrUvdedJJGmX+KRJk9i2bRsA9fX1\nVFZWxo+NHz+euro6/H4/LS0t7Nu3r9PxjrxeL3feeSc+nw/TNHn77bcH3Fh22DB7PeEMzq125msP\npvqSREREgB5U2LNmzWL79u0sXLgQ0zRZtWoV69ato7y8nJkzZ1JTU0N1dTWmabJo0SJcLleX7+Px\neFi0aBH33nsvTqeTG2+8kWnTpqW8Qf1hGEbfxrAdGsMWEZH0ShrYVquVFStWdHquoqIi/nVVVRVV\nVVVdfu+8efM6PZ47dy5z587ty3VmRNgwsdt7f2t6bNKZT4EtIiJpooVTOggbJtZe3tIF4Ip1ibep\nS1xERNJDgd1BZJa4usRFRGTgUWBHmabZj0lnsS5xVdgiIpIeCuyovm78AedmiavCFhGRdFFgR4XD\nvd8LO8ZqseCwWzXpTERE0kaBHRWMbtzRl0lnAE67lVa/usRFRCQ9FNhR4Vhg96HChsg4tipsERFJ\nFwV2VKgfXeIQ2bHLHwhri00REUkLBXZUqN8VtiaeiYhI+iiwo0L9HcPWrV0iIpJGCuyo/neJq8IW\nEZH0UWBH9btLXOuJi4hIGimwo/o/hh1bnlRd4iIiknoK7KiQkZoucVXYIiKSDgrsqFAoNumsb9+v\nSWciIpJOCuyo2KSz/neJq8IWEZHUU2BHhY1Ihd3/LnFV2CIiknoK7KhgKDWzxFVhi4hIOiiwo+Lb\na/Zx4RSHJp2JiEgaKbCjYrd19bVL3GqxUOCy67YuERFJCwV2VKifXeIABXl2VdgiIpIWCuyo2H3Y\n/QnswjyHJp2JiEhaKLCjYhV2X7vEIVJhB4KGttgUEZGUU2BHhYz+7dYFUJhnBzTxTEREUk+BHdXf\nhVMACvMdgNYTFxGR1FNgR6WqSxxUYYuISOopsKNSNekMVGGLiEjqKbCj4ttr9mMMO15ht6nCFhGR\n1FJgR/V34RQ4V2Hr1i4REUk1BXZUKiadxSpsrScuIiKppsCOCof7v9KZO15hK7BFRCS1FNhRwRR0\niZ+rsNUlLiIiqaXAjgqH+7dbF2jhFBERSR8FdlRs0lk/8po8lx0LqrBFRCT1FNhRobCBzWrB0o/E\ntlosFOY7ONuqwBYRkdRSYEeFwma/xq9jLnC7OO31p+CKREREzlFgR4XCRr9miMeUeFy0B8K0+TWO\nLSIiqaPAjgqFDWy2/v84LnA7ATjjC/T7vURERGIU2FGp7BIHONWibnEREUkdBXZUODrprL9KPJHA\n1ji2iIikkgI7Khg2UzKGHauwT6vCFhGRFEoa2IZhsGzZMhYsWEBNTQ1NTU2djm/cuJF58+ZRVVXF\n1q1bOx375S9/yVNPPRV/vGXLFubPn8+CBQvYuHFjipqQGqmusE+pwhYRkRSyJ3vB5s2bCQQCbNiw\ngfr6etasWcMzzzwDQHNzM7W1tWzatAm/3091dTU33XQThmGwdOlSGhoauO222wAIBoOsXr2al156\nifz8fO6++26mT59OWVlZelvYQ6kbw45MOlOFLSIiqZS0wq6rq2Pq1KkATJgwgV27dsWPNTQ0MHHi\nRJxOJx6Ph/LychobG/H7/cydO5cHH3ww/tp9+/ZRXl5OcXExTqeTyZMns3PnzjQ0qfcMw8QwTazW\n/o8QeAqdWC0WTns1S1xERFInaYXt9Xpxu93xxzabjVAohN1ux+v14vF44scKCwvxer0UFxczZcoU\nXn755U7v09Vru1NSUoDdbutVg/rCHwwDkY0/PO68Pr9PWVmkfaVFLs62BuKPB5KBeE2ppPblNrUv\nt6l96ZU0sN1uNz6fL/7YMAzsdnuXx3w+X6dQ7u59unttzKlTrckuLyVi+1dbrRZavO19fp/m5hYA\nPAVODn7awmefne3XUqepVlbmiV/jYKT25Ta1L7epfak7TyJJ+4AnTZrEtm3bAKivr6eysjJ+bPz4\n8dTV1eH3+2lpaWHfvn2djndUUVFBU1MTp0+fJhAIsHPnTiZOnNjbtqRFKAVba3ZU4nERNkxa2rSm\nuIiIpEbSCnvWrFls376dhQsXYpomq1atYt26dZSXlzNz5kxqamqorq7GNE0WLVqEy+Xq8n0cDgdL\nlizh/vvvxzRN5s+fz8iRI1PeoL6IBXYqbuuCzhPPigqcKXlPEREZ2pIGttVqZcWKFZ2eq6ioiH9d\nVVVFVVVVl987b968To9nzJjBjBkz+nKdaRUyInth22ypq7AhsnhK+cjBPaYjIiKZoYVTgFAo1iWe\nmh9HfPEUzRQXEZEUUWCThi5xj9YTFxGR1FJgA+FYl3jKxrC1nriIiKSWAhsIhlI8S1zriYuISIop\nsImsIw6p6xLPd9lwOqxaT1xERFIm6SzxoSCUoi7xV+sPx792OWx8dqqt03O3TBjVr/cXEZGhSxU2\nqZ8lDlDgstMeCGNE/xgQERHpDwU25yrsVHWJA+TnRTov2vyhlL2niIgMXQpsUr80KUQqbIBWBbaI\niKSAApuOXeIpDOxohR3bWERERKQ/FNikp0tcFbaIiKSSApsOXeIpWkscOoxhq8IWEZEUUGDTIbAt\nqZ0lDqqwRUQkNRTYQCisLnERERnYFNicW+kslV3iNpsVp8OqLnEREUkJBTYQTMNtXRCpsjVLXERE\nUkGBDYTT0CUO4C5wEgwbWjxFRET6TYFNehZOARhWFNm168TZ9pS+r4iIDD0KbDoGdmp/HKVFeQCc\nPKPAFhGR/lFgk55Z4gDDooF94qy22RQRkf5RYJO+LvF8l408p42T6hIXEZF+UmBzrsJOdWBbLBaG\nFeXhaw/RHtDEMxER6TsFNucq7FR3iQOUFkfHsdUtLiIi/aDAJj0Lp8TEZ4pr4pmIiPSDAhsIxiad\nWdJQYcdmimscW0RE+kGBTaTCtlktWNIQ2IV5dlwOm2aKi4hIvyiwiUw6s9vT86OwWCyUFrnwtgXx\ntQfTcg4RERn8FNhEJp3Z0zDhLCZ2P/bBYy1pO4eIiAxuCmyigW1L348iNlO86VNv2s4hIiKDmwKb\naJd4GgM7NlP8wLGzaTuHiIgMbgpsYhV2+rrE3fkOHHarKmwREekzBTbp7xKPrXj26clWbbUpIiJ9\nosAGQkZ6u8QBhkXHsT/45HRazyMiIoOTAhsIhdLbJQ5QPsINQF3jZ2k9j4iIDE5DPrBN0yRsmNjS\nXGEPvyCPEo+L9z48Hl+7XEREpKeGfGDHdupypLnCtlgsTL68jFZ/iPcPnErruUREZPBRYMc3/kj/\nj+LLV4wAYKe6xUVEpJeGfGCHjUiFne5JZwAVo4q5wO3kvQ+b1S0uIiK9MuQDOxiKBGe6J51BZDew\nyZePwNceorFJ3eIiItJzCuxopevIQIUNHbrFP1C3uIiI9NyQD+zW6A5aBXmOjJzv0lHFFBc6eXev\nZouLiEjP2ZO9wDAMli9fzgcffIDT6WTlypWMGTMmfnzjxo2sX78eu93OQw89xPTp0zl58iSPPvoo\n7e3tjBgxgtWrV5Ofn8/KlSt59913KSwsBODpp5/G4/Gkr3U94GuPrDxWmJf0R5ESVmtktviWdw/z\nwSenufqS0oycV0REclvSCnvz5s0EAgE2bNjAd7/7XdasWRM/1tzcTG1tLevXr+eFF15g7dq1BAIB\nnn76ae68805+/etfc9VVV7FhwwYAdu/ezfPPP09tbS21tbVZD2sAX1usws5MYAOMrxgGwIda9UxE\nRHooaWDX1dUxdepUACZMmMCuXbvixxoaGpg4cSJOpxOPx0N5eTmNjY2dvufmm2/mzTffxDAMmpqa\nWLZsGQsXLuSll15KU5N6pzW4NncPAAAWHklEQVReYWemSxxgzIVFABzUZiAiItJDSctKr9eL2+2O\nP7bZbIRCIex2O16vt1OVXFhYiNfr7fR8YWEhLS0ttLa2cs899/BP//RPhMNh7r33Xq655hquuOKK\nhOcuKSnAbrf1p33JRSebXXRhEcdPt+Fx56XtVGVlnui/obTIxaFmb/y5TMn0+TJN7cttal9uU/vS\nK2lgu91ufD5f/LFhGNjt9i6P+Xw+PB5P/Pm8vDx8Ph9FRUXk5+dz7733kp+fD8ANN9xAY2Njt4F9\n6lRrnxvWU80nItcf9Ee6xlu87ek7V3NL/OvRZW4a9p1gX9MJigqcaTtnR2Vlnk7XMNiofblN7ctt\nal/qzpNI0i7xSZMmsW3bNgDq6+uprKyMHxs/fjx1dXX4/X5aWlrYt28flZWVTJo0iddeew2Abdu2\nMXnyZA4cOEB1dTXhcJhgMMi7777L1Vdf3d+29VsmJ529Wn84/o8Zfe7/ffNA/DkREZFEkqbUrFmz\n2L59OwsXLsQ0TVatWsW6desoLy9n5syZ1NTUUF1djWmaLFq0CJfLxUMPPcTixYvZuHEjJSUl/PjH\nP6agoIC77rqLqqoqHA4Hc+bM4bLLLstEG7vV+bau9FXX5xtW5ALgxNl2LhpemLHziohIbkoa2Far\nlRUrVnR6rqKiIv51VVUVVVVVnY4PHz6cF1544XPv9Y1vfINvfOMbfb3WtMj0bV0xpZ7IWPnJs/6M\nnldERHLTkF84xdcexOmwZmQt8Y4K8+04HVZOns1cVS8iIrlryAd2a3soo7d0xVgsFko9ebS0BgmE\nwhk/v4iI5JYhH9i+9lDGu8NjSqPj2KfULS4iIkkM6cA2DJM2fyhj64ifr7RI49giItIzQzqwW/3Z\nmXAW03GmuIiISHeGdmC3Z34d8Y48hU7sNosmnomISFJDOrB9WVhHvCOrxUKJx8UZX0BbbYqISLeG\ndGDHNv7IVoUNkXFs04TTXo1ji4hIYkM6sH3RLvFsVdjQYeLZGQW2iIgkNsQDO7uTzuDcxLPPTrdl\n7RpERGTgG9KB3Xkd8ewo8bhw5zs4+GkL/qAWUBERka4N6cAeCBW2xWJh7Bc8hMIm733YnLXrEBGR\ngW1IB3a2b+uKGXtREQA7dn+a1esQEZGBa0gHdrZv64q5wO1iWJGLXftPctYXyOq1iIjIwDSkA3sg\n3NYVM/aiIgzT5M97VGWLiMjnDenA9rUFcTlsGd9asytjv1CExQJvqVtcRES6kP2kyiJfe4jC/OxX\n1wD5LjtXX1LKx0fPcuxka7YvR0REBpghHdit/iAFruyOX3d04zUXArBj97EsX4mIiAw0QzawI1tr\nhrN6S9f5Jl1Whstp49X3DtMW3UlMREQEhnBgx7bWHAgTzmJcTht/e305Z1uD/N+3mrJ9OSIiMoAM\n2cAeCOuId2X2deWUeFz86Z1PaNZypSIiEjVkA3sg3dLVkcth46u3VBAKG/yfV/dl+3JERGSAGFhp\nlUG+tliFPXB+BK/WHwbANE2GF+exs/EzNmz9kJElBdwyYVSWr05ERLJpyFbY8VXO8gdWlzhE1hf/\n8pUjANi5pxnTNLN8RSIikm1DNrAHyjriiZRdkE/5SDcnzrZz/Ex7ti9HRESybMgG9kBZR7w7l42+\nAICPDp3J8pWIiEi2DdnAHqiTzjr6wvACCvLsHDjagj+gvbJFRIayIRvYA/W2ro6sFguXjiomGDZ4\np/GzhK87esLHp6daCYWNDF6diIhk0sAtL9MsFypsgEtHFdOw7wSvNxxhyvgvfO74n/d8yi9+txsA\niwVKPS5mTr6Y268vz/SliohIGg35CrvANbAD213g4AvDCvjw0BmOnvB1OtZ0rIUX/+8e8pw2brz6\nQi4bVYy3LcRv39gf/4NEREQGhyEc2CHynANja81kLh1dDMAbDUfjz53xBfjppgaCIYP/566ruezi\nYm645kKuuqSEQNDgV39s5NX6w/F/REQktw3s8jKNWtuDA2rRlO6Uj3BTmGfn9Yaj5DltFOY7eGvX\nMU61+Jk/bRwTLhseD+VLRxfzl4+Os/eT01xefgEWiyXLVy8iIqmQG4mVBr72EGUX5Gf7MnrEZrMy\ndfxF/O+fD/Kb1z+OP3/9VSP5uxvGdHptvstO+UgPB4618NnpNkaWFGT6ckVEJA2GZGCHDYP2wMDa\nWjOZ+beM4/qrRuJtC+JrD2KxWJh42fAuK+jKiy/gwLEW9h48rcAWERkkciexUujcDPGBe0vX+V7v\nMH4d88ZfP/8cwMjSfIoLnTQd8/LlK0PkOYfkxywiMqgM/BlXaZArt3T1lcViofLiCzBMU6ukiYgM\nEkMysM8tSzo4Axtg3KgibFYLez85Q9jQ5iEiIrluiAb2wF/lrL9cDhuXjS7G2xbkg4Onsn05IiLS\nT0MysP+851MALhpemOUrSa/xlw7HabfS8NEJvNH9v0VEJDcNucD+9GQrb+46xkXDC5lw6fBsX05a\n5TltjL90GIGQwe863A4mIiK5Z/AO4ibw++0HME2YM2UsVuvgX1Tk8vIS9h48zdb3DjNv5mXk27pu\n86v1hzFNk+bT7Xx6spUTZ9s5caYd04ThF+Rx/ZUjuby8hLFf8Ggxlg7O+AK8//FJrhhTQonHle3L\nEZFBbEgF9tETPna8f4zRZYVMvrws25eTETarhS9dMYIt7x7m+d/t4qE5V39uOdZgKMxHh86wp+kU\np1r88efznDYsFjj4qZeDn3oBqBxdzN9PGcuVY0r6HNyGYeJrD+IpcPa9YVl21hfgf98+yJZ3DxEI\nGbgcNu64cQyzr7sYh92W7csbEMKGgcViwao/8ERSImlgG4bB8uXL+eCDD3A6naxcuZIxY86trrVx\n40bWr1+P3W7noYceYvr06Zw8eZJHH32U9vZ2RowYwerVq8nPz+/ytZn0h47V9RD6JTKqrJCrLynh\nvb3NLP7FW8z60sX8zbUX8vGRs7z3YTPv7j2Oty2IBRhzoYdLLvQwvDgvfttba3RVuDd3HaNh3wme\nWl/PpaOKueHqkUy4dDilRXkA+INhjp1o5ehJX+TfJyJbfg4ryqO0KA8Tk70HT7P30Bna/CEqRhUx\nfeIovnzFiF6HnGGY7D5wktf/coSG/ScoH+Hh1uvKuWJ0MUWF6ftD4MSZdl7Z+Qmv1h8mEDQoyLNz\n2cUXsO/wGV7etp8/vfMJ11aUMvYLRdw6+eK0XcdAZZomHx0+w7b6I7zT+BmF+Q5uuvZCplz7BUZo\nER/JAaZpcuS4j8aDp2kPhDBNMIGrK4YzujQfpyN7f5BbTNPs9p6fP/3pT2zZsoU1a9ZQX1/Ps88+\nyzPPPANAc3Mz9913H5s2bcLv91NdXc2mTZt48sknueqqq5g3bx7PPfccTqeTO+64o8vXOp2Jf7k2\nN7ekrKFHjvv4wfNvc/EIN8v+6ctdBnbdRydo8ban7JwDyZcuH8Hm9w7zx7ea8AfDnY4VFTi4eKSb\ny8tLcOd3P3P++Jl2Gj46zqHmczuHFbudhEJG/Ha5ZNz5Dgrz7Hx6qg2I3F535SWlXHpREeNGFVOc\nIHC9bUE+PnqWj4+eZU/TKU6e9ce/P3ZuiwWGF+dRdkE+I0rymTlpNFarBZs1UunFvrbEhkM6/Ncf\n/zL6v4QJtPlDnPUFOO0N8JePjvPnPZ9hmCYlHld0WVgTm81KIBTmr/tOsOfAKQwTHHYr0754EeMr\nhlGY76Aw34HLYaM/fyYOG+bmxAlv5yfT8Xdn9BcUpolJ/McRORT72ZhgRl/YHgxz4GgL+4+cofHg\naY6dbAUin7M/GCYYiuzT3vFzue3LF2O3WbFYIvu+WywWysrcnDzZeUe6nNfhZ9fl55djuguLYcMK\nOXEi9z6/bX85TEtrEF9bkJMtfg43+xJO0nU5bFw7rpTLy0so9bgoLcrjwtICXM7UhXhZmSfhsaQV\ndl1dHVOnTgVgwoQJ7Nq1K36soaGBiRMn4nQ6cTqdlJeX09jYSF1dHQ888AAAN998M2vXruXiiy/u\n8rXjx4/vb/t65IODpzCBuVPHDanqOsad7+Abc65l1qRRbH33MA37TzDuC0VMqizj0lHFbGs40qP3\nGV6cx4zJo/G2BTn0mZdDzV6OnWjD5bRyYWkBxW4nRYVOigudFLud2KwWfO0hfG1BDMOkrCQ/fjtd\nS2uADz85wyfNXnY2fsbOxs963J58l41pEy7i5i9exIFjZ2nzhzl2qo3GAyc5fqad5tPtvH/gFK++\n17N29dSoskJuv66c668aid1mjW+64rTbmHz5CK4YU8KHn5zhw0On2Vx3iM11h1J6/oHOYbfy5StG\ncIHHyYWlBYQNk4OftvDRobN8eqqV42fa2dN0itfqU/u5iKSKw2ZlzIUeRg0vJN9l44sVwzFMk0+O\nt/JG/WF2ftDMzg+a468vdjv58TdvysicqKSB7fV6cbvd8cc2m41QKITdbsfr9eLxnPtroLCwEK/X\n2+n5wsJCWlpaEr62O939pdFbVbOvpGr2ld2+5vYUnm+guuTiUv7p4tLPPf/VWUVZuJrUuG78qKyd\n+6uzrsjauUUks/7xzquzev6kt3W53W58vnPdHIZhYLfbuzzm8/nweDydnvf5fBQVFSV8rYiIiCSX\nNLAnTZrEtm3bAKivr6eysjJ+bPz48dTV1eH3+2lpaWHfvn1UVlYyadIkXnvtNQC2bdvG5MmTE75W\nREREkks66Sw2S3zv3r2YpsmqVavYtm0b5eXlzJw5k40bN7JhwwZM0+SBBx5g9uzZHD9+nMWLF+Pz\n+SgpKeHHP/4xBQUFXb5WREREkksa2CIiIpJ9Q25pUhERkVykwBYREckBQ2pp0kSSreaWa/7yl7/w\n1FNPUVtbS1NTE0uWLMFisXDZZZfxr//6r1itVn72s5/x6quvYrfbeeyxxzJ2P3x/BINBHnvsMQ4f\nPkwgEOChhx7i0ksvHTTtC4fDLF26lI8//hibzcbq1asxTXPQtC/mxIkTzJs3jxdffBG73T6o2jd3\n7tz43S+jR49mwYIF/OhHP8JmszFlyhQeeeSRnP598+yzz7JlyxaCwSB3330311133aD5/F5++WV+\n85vfAOD3+9mzZw+1tbUD6/MzxfzjH/9oLl682DRN03zvvffMBx98MMtX1HfPPfeceeedd5pf/epX\nTdM0zQceeMDcsWOHaZqm+YMf/MD805/+ZO7atcusqakxDcMwDx8+bM6bNy+bl9xjL730krly5UrT\nNE3z5MmT5rRp0wZV+1555RVzyZIlpmma5o4dO8wHH3xwULXPNE0zEAiY3/zmN83bbrvN/OijjwZV\n+9rb2805c+Z0eu7v//7vzaamJtMwDPOf//mfzV27duXs75sdO3aYDzzwgBkOh02v12v+9Kc/HVSf\nX0fLly83169fP+A+P3WJ0/1qbrmmvLyc//zP/4w/3r17N9dddx0QWXXuzTffpK6ujilTpmCxWLjo\noosIh8OcPHkyW5fcY7fffjvf/va3449tNtugat+tt97KD3/4QwCOHDnC8OHDB1X7AJ544gkWLlzI\niBEjgMH132djYyNtbW3cd9993HvvvbzzzjsEAgHKy8uxWCxMmTKFt956K2d/37zxxhtUVlby8MMP\n8+CDD3LLLbcMqs8v5q9//SsfffQRd9xxx4D7/BTYJF7NLRfNnj07vrANRNZ+ju2q1XHVuY7tjT0/\n0BUWFuJ2u/F6vXzrW9/iO9/5zqBqH4Ddbmfx4sX88Ic/ZPbs2YOqfS+//DKlpaXxX3YwuP77zMvL\n4/777+eFF17g8ccf5/vf/z75+fnx44nalyu/b06dOsWuXbv4yU9+wuOPP86jjz46qD6/mGeffZaH\nH344YTuy+flpDJvuV3PLdVbrub/JBsOqc0ePHuXhhx+murqau+66i3/7t3+LHxsM7YNIFfroo49S\nVVWF339uu9Ncb9+mTZuwWCy89dZb7Nmzh8WLF3eqvHK9fWPHjmXMmDFYLBbGjh2Lx+Ph9OnT8eOx\n9rW3t+fk75sLLriAcePG4XQ6GTduHC6Xi2PHjsWP5/rnB3D27Fn279/PDTfcgNfr/Vw7sv35qcKm\n+9Xcct1VV13F22+/DURWnfvSl77EpEmTeOONNzAMgyNHjmAYBqWln19ffKA5fvw49913H9/73vf4\nyle+Agyu9v32t7/l2WefBSA/Px+LxcI111wzaNr33//93/zXf/0XtbW1XHnllTzxxBPcfPPNg6Z9\nL730EmvWrAHg008/pa2tjYKCAg4ePIhpmrzxxhvx9uXi75vJkyfz+uuvY5pmvH033njjoPn8AN55\n5x3+5m/+BogUcg6HY0B9fgP/z7oMmDVrFtu3b2fhwoXx1dwGi8WLF/ODH/yAtWvXMm7cOGbPno3N\nZuNLX/oSCxYswDAMli1blu3L7JFf/OIXnD17lqeffpqnn34agH/5l39h5cqVg6J9t912G9///vf5\n2te+RigU4rHHHqOiomLQfH5dGUz/fX7lK1/h+9//PnfffTcWi4VVq1ZhtVp59NFHCYfDTJkyhS9+\n8Ytce+21Ofn7Zvr06bzzzjt85StfwTRNli1bxujRowfN5wfw8ccfM3r06PjjWNf/QPn8tNKZiIhI\nDlCXuIiISA5QYIuIiOQABbaIiEgOUGCLiIjkAAW2iIhIDtBtXSKD2N69e7nrrrv46U9/yuzZswGY\nMWMGv/rVrzrdvpLIoUOHuP3226moqMBisRAMBhkxYgSrV6/mwgsvpKamhmPHjlFQUBD/nuHDh/PC\nCy+krU0iQ5UCW2QQ27RpE7fffjsbNmyIB3ZvjRgxgt/97nfxx2vWrOHJJ59k7dq1AKxcuZLrr78+\nJdcrIompS1xkkAoGg/zhD3/gO9/5Drt37+bgwYPxYz/72c+YO3cuCxYsoLGxEYA//OEPzJkzh3nz\n5vGtb32r07KoHV1//fV8+OGHGWmDiJyjwBYZpF577TUuuugixo4dy6233sqGDRvix8aMGcNvf/tb\nvvnNb7JkyRIA/uM//oMXX3yRl19+mVGjRrF///7PvWcwGOSPf/wjEyZMiD+3dOlS5syZE//nmWee\nSX/jRIYgdYmLDFKbNm3izjvvBODv/u7vePTRR+Pbk371q18FYNq0aXzve9/j7NmzTJ8+nbvvvptb\nb72V2bNnc+WVV3Lo0CE+++wz5syZA0AgEGD8+PF897vfjZ9HXeIimaHAFhmETpw4weuvv87u3bv5\n1a9+hWmanD17lldeeQWIbAkYY5omdrudpUuX0tjYyGuvvcb3vvc9HnnkESZPnvy5MWwRyQ51iYsM\nQr/73e+44YYb2LZtG1u2bGHr1q08+OCDrF+/HoiMVwO88sorVFRU4HQ6ue222ygpKeGBBx5gzpw5\n7NmzJ5tNEJHzqMIWGYR+85vfsGjRok7Pfe1rX+P555/H7XZz4MAB5syZQ2FhIWvWrMFut/Otb32L\n++67D5fLxbBhw1izZg1tbW1Jz7V06dJOt3UB1NbWUlRUlNI2iQx12q1LREQkB6hLXEREJAcosEVE\nRHKAAltERCQHKLBFRERygAJbREQkByiwRUREcoACW0REJAcosEVERHLA/w8k8H/Oc274zAAAAABJ\nRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1ffad26b5c0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax=sns.distplot(analysis)\n",
    "ax.figure.set_size_inches(8,6)\n",
    "#ax.set_xlim(-0.2,0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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YqH1ca3eL3SmkRSThGltxzIjdk1ZTWuxJIS0iCRddu9vZ6NrdHV4kEUtQSItIwoU0BUuk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\nSUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1ffaa88ccc0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax=sns.distplot(estimation_result2['WeightedPE'],kde=True,fit=stats.norm)\n",
    "ax.figure.set_size_inches(8,6)\n",
    "#ax.set_xlim(-0.,0.5)"
   ]
  },
  {
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    "## Project level Accuracy\n",
    "Group by Project Internal ID and then sum "
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