Pallav-Saumya-Homework3.ipynb

{
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  {
   "cell_type": "markdown",
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   "source": [
    "### Homework 3\n",
    "\n",
    "**Option #1**: Using one of the tools that we have discussed (matplotlib and/or pandas), construct a visualization of the Illinois Building Inventory that communicates the following information -- choose 3 out of the 4 listed below to visualize:\n",
    "\n",
    "       1. Relationship between the year acquired and the year constructed\n",
    "       2. Total square footage as a function of congressional district (\"Congress Dist\")\n",
    "       3. Average square footage per floor as a function of congressional district"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Solution:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "   1. Relationship between the year acquired and the year constructed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# importing the libraries\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "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>Zip code</th>\n",
       "      <th>Congress Dist</th>\n",
       "      <th>Rep Dist</th>\n",
       "      <th>Senate Dist</th>\n",
       "      <th>Year Acquired</th>\n",
       "      <th>Year Constructed</th>\n",
       "      <th>Square Footage</th>\n",
       "      <th>Total Floors</th>\n",
       "      <th>Floors Above Grade</th>\n",
       "      <th>Floors Below Grade</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8597.000000</td>\n",
       "      <td>8573.000000</td>\n",
       "      <td>8.805000e+03</td>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8862.000000</td>\n",
       "      <td>8862.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>61821.076845</td>\n",
       "      <td>13.404085</td>\n",
       "      <td>92.303318</td>\n",
       "      <td>46.408599</td>\n",
       "      <td>1972.243573</td>\n",
       "      <td>1970.391928</td>\n",
       "      <td>1.155032e+04</td>\n",
       "      <td>1.636087</td>\n",
       "      <td>1.449334</td>\n",
       "      <td>0.161589</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>1095.203357</td>\n",
       "      <td>4.037936</td>\n",
       "      <td>23.568457</td>\n",
       "      <td>11.781038</td>\n",
       "      <td>27.549380</td>\n",
       "      <td>29.326256</td>\n",
       "      <td>3.828480e+04</td>\n",
       "      <td>1.537603</td>\n",
       "      <td>1.286898</td>\n",
       "      <td>0.392717</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>1235.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1753.000000</td>\n",
       "      <td>1753.000000</td>\n",
       "      <td>9.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>61105.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>79.000000</td>\n",
       "      <td>40.000000</td>\n",
       "      <td>1959.000000</td>\n",
       "      <td>1957.000000</td>\n",
       "      <td>2.400000e+02</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>62023.000000</td>\n",
       "      <td>14.000000</td>\n",
       "      <td>97.000000</td>\n",
       "      <td>49.000000</td>\n",
       "      <td>1976.000000</td>\n",
       "      <td>1975.000000</td>\n",
       "      <td>1.664000e+03</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>62650.000000</td>\n",
       "      <td>16.000000</td>\n",
       "      <td>110.000000</td>\n",
       "      <td>55.000000</td>\n",
       "      <td>1993.000000</td>\n",
       "      <td>1991.000000</td>\n",
       "      <td>6.528000e+03</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>68297.000000</td>\n",
       "      <td>18.000000</td>\n",
       "      <td>119.000000</td>\n",
       "      <td>60.000000</td>\n",
       "      <td>2019.000000</td>\n",
       "      <td>2019.000000</td>\n",
       "      <td>1.200000e+06</td>\n",
       "      <td>31.000000</td>\n",
       "      <td>30.000000</td>\n",
       "      <td>4.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Zip code  Congress Dist     Rep Dist  Senate Dist  Year Acquired  \\\n",
       "count   8862.000000    8862.000000  8862.000000  8862.000000    8597.000000   \n",
       "mean   61821.076845      13.404085    92.303318    46.408599    1972.243573   \n",
       "std     1095.203357       4.037936    23.568457    11.781038      27.549380   \n",
       "min     1235.000000       0.000000     0.000000     0.000000    1753.000000   \n",
       "25%    61105.000000      12.000000    79.000000    40.000000    1959.000000   \n",
       "50%    62023.000000      14.000000    97.000000    49.000000    1976.000000   \n",
       "75%    62650.000000      16.000000   110.000000    55.000000    1993.000000   \n",
       "max    68297.000000      18.000000   119.000000    60.000000    2019.000000   \n",
       "\n",
       "       Year Constructed  Square Footage  Total Floors  Floors Above Grade  \\\n",
       "count       8573.000000    8.805000e+03   8862.000000         8862.000000   \n",
       "mean        1970.391928    1.155032e+04      1.636087            1.449334   \n",
       "std           29.326256    3.828480e+04      1.537603            1.286898   \n",
       "min         1753.000000    9.000000e+00      0.000000            0.000000   \n",
       "25%         1957.000000    2.400000e+02      1.000000            1.000000   \n",
       "50%         1975.000000    1.664000e+03      1.000000            1.000000   \n",
       "75%         1991.000000    6.528000e+03      2.000000            1.000000   \n",
       "max         2019.000000    1.200000e+06     31.000000           30.000000   \n",
       "\n",
       "       Floors Below Grade  \n",
       "count         8862.000000  \n",
       "mean             0.161589  \n",
       "std              0.392717  \n",
       "min              0.000000  \n",
       "25%              0.000000  \n",
       "50%              0.000000  \n",
       "75%              0.000000  \n",
       "max              4.000000  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Reading the CSV file\n",
    "# Also, setting the '0' value as NaN for 'Square Footage','Year Acquired' & 'Year Constructed' columns\n",
    "\n",
    "df1=pd.read_csv('building_inventory.csv',\n",
    "                na_values={'Square Footage': 0,\n",
    "                           'Year Acquired': 0,\n",
    "                           'Year Constructed': 0})\n",
    "\n",
    "df1.describe() # row count=8862"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1753.0\n",
      "1753.0\n",
      "9.0\n"
     ]
    }
   ],
   "source": [
    "# no '0' values in the data frame for below columns\n",
    "\n",
    "print(df1['Year Acquired'].min())\n",
    "print(df1['Year Constructed'].min())\n",
    "print(df1['Square Footage'].min())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Agency Name</th>\n",
       "      <th>Location Name</th>\n",
       "      <th>Address</th>\n",
       "      <th>City</th>\n",
       "      <th>Zip code</th>\n",
       "      <th>County</th>\n",
       "      <th>Congress Dist</th>\n",
       "      <th>Congressional Full Name</th>\n",
       "      <th>Rep Dist</th>\n",
       "      <th>Rep Full Name</th>\n",
       "      <th>...</th>\n",
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       "      <th>Total Floors</th>\n",
       "      <th>Floors Above Grade</th>\n",
       "      <th>Floors Below Grade</th>\n",
       "      <th>Usage Description</th>\n",
       "      <th>Usage Description 2</th>\n",
       "      <th>Usage Description 3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>354</th>\n",
       "      <td>University of Illinois</td>\n",
       "      <td>University of Illinois Urbana-Champaign</td>\n",
       "      <td>3105 South Race Street</td>\n",
       "      <td>Urbana</td>\n",
       "      <td>61820</td>\n",
       "      <td>Champaign</td>\n",
       "      <td>13</td>\n",
       "      <td>Rodney L. Davis</td>\n",
       "      <td>103</td>\n",
       "      <td>Ammons Carol</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>1</td>\n",
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       "      <td>Unusual</td>\n",
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       "    <tr>\n",
       "      <th>414</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Prairie Chicken Sanctuary NP(JASPER CO)</td>\n",
       "      <td>Rr #3, Po Box 74</td>\n",
       "      <td>Bogota</td>\n",
       "      <td>62448</td>\n",
       "      <td>Jasper</td>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>108</td>\n",
       "      <td>Meier Charles</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>700.0</td>\n",
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       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>423</th>\n",
       "      <td>Northern Illinois University</td>\n",
       "      <td>Northern Illinois University - DeKalb</td>\n",
       "      <td>2211 Sycamore Road</td>\n",
       "      <td>Dekalb</td>\n",
       "      <td>60115</td>\n",
       "      <td>DeKalb</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>70</td>\n",
       "      <td>Pritchard Robert W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>42082.0</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>426</th>\n",
       "      <td>Northern Illinois University</td>\n",
       "      <td>Northern Illinois University - DeKalb</td>\n",
       "      <td>801 North First Street</td>\n",
       "      <td>Dekalb</td>\n",
       "      <td>60115</td>\n",
       "      <td>DeKalb</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>70</td>\n",
       "      <td>Pritchard Robert W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>16719.0</td>\n",
       "      <td>3</td>\n",
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       "      <td>1</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>544</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>\"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...</td>\n",
       "      <td>19268e 670n</td>\n",
       "      <td>Georgetown</td>\n",
       "      <td>61846</td>\n",
       "      <td>Vermilion</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>104</td>\n",
       "      <td>Hays Chad</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>400.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
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       "    <tr>\n",
       "      <th>545</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>\"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...</td>\n",
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       "      <th>546</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>\"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...</td>\n",
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       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
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       "      <th>547</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>\"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...</td>\n",
       "      <td>19268e 670n</td>\n",
       "      <td>Georgetown</td>\n",
       "      <td>61846</td>\n",
       "      <td>Vermilion</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>104</td>\n",
       "      <td>Hays Chad</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>900.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Nauvoo State Park - Hancock County</td>\n",
       "      <td>So Sidney</td>\n",
       "      <td>Nauvoo</td>\n",
       "      <td>62354</td>\n",
       "      <td>Hancock</td>\n",
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       "      <td>Darin M. LaHood</td>\n",
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       "      <td>NaN</td>\n",
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       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Nauvoo State Park - Hancock County</td>\n",
       "      <td>Kimball Street</td>\n",
       "      <td>Nauvoo</td>\n",
       "      <td>62354</td>\n",
       "      <td>Hancock</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>94</td>\n",
       "      <td>Frese Randy E.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>784</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>380.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>785</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>786</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>787</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>788</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>789</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Crawford County Fish &amp; Wildlife Area</td>\n",
       "      <td>R.r. #1</td>\n",
       "      <td>Hutsonville</td>\n",
       "      <td>62433</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Rice Lake Conservation Area - Fulton County</td>\n",
       "      <td>R. R. #3</td>\n",
       "      <td>Canton</td>\n",
       "      <td>61520</td>\n",
       "      <td>Fulton</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>91</td>\n",
       "      <td>Unes Michael D.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>827</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wayne Fitzgerrell State Park - Jefferson County</td>\n",
       "      <td>R. R. #1, Box 73</td>\n",
       "      <td>Whittington</td>\n",
       "      <td>62897</td>\n",
       "      <td>Jefferson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>117</td>\n",
       "      <td>Severin Dave</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>144.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1064</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Dixon Springs Maintenance Storage Facility - P...</td>\n",
       "      <td>Rt. 145 1 Mi. S Of Rt. 146</td>\n",
       "      <td>Dixon Springs</td>\n",
       "      <td>62943</td>\n",
       "      <td>Pope</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1159</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>30.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1165</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>20.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1190</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>1695 Mclafferty Road</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>285.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1191</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>3268 West Pleasant Hill Road</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>137.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1192</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>3268 West Pleasant Hill Road</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2002.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1193</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>3268 West Pleasent Hill Road</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>153.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1197</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>2704 Union Hill Road</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>153.0</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1209</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>1206 Touch Of Nature Road</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>703.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1210</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>1206 Touch Of Nature Road</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>200.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1211</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>1206 Touch Of Nature Road</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>300.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1212</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>1206touch Of Nature Road</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>221.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</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>8801</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Peoria Army Aviation Support Facility</td>\n",
       "      <td>2323 South Airport Road</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61607</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>92</td>\n",
       "      <td>Gordon-Booth Jehan</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2600.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8802</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>1803 North Hill Crest Dr</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8808</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Galena Maintenance Storage Facility</td>\n",
       "      <td>5988 High Ridge Road</td>\n",
       "      <td>Galena</td>\n",
       "      <td>61036</td>\n",
       "      <td>Jo Daviess</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>89</td>\n",
       "      <td>Stewart Brian W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>2923.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8816</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>District 7 Headquarters - Effingham</td>\n",
       "      <td>400 W. Wabash/South Banker Street</td>\n",
       "      <td>Effingham</td>\n",
       "      <td>62401</td>\n",
       "      <td>Effingham</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1224.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8817</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>715 Industrial Drive</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>512.0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8818</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>715 Industrial Drive</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>120.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8819</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>715 Industrial Drive</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>660.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8820</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Greenup Maintenance Storage Facility (Cumberla...</td>\n",
       "      <td>403 West Route 40</td>\n",
       "      <td>Greenup</td>\n",
       "      <td>62428</td>\n",
       "      <td>Cumberland</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1224.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8831</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Maryville</td>\n",
       "      <td>I-55/70</td>\n",
       "      <td>Maryville</td>\n",
       "      <td>62062</td>\n",
       "      <td>Madison</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>112</td>\n",
       "      <td>Stuart Katie</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016.0</td>\n",
       "      <td>720.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8832</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Ashkum Team Section Headquarters</td>\n",
       "      <td>849 E. State Rt. 116</td>\n",
       "      <td>Ashkum</td>\n",
       "      <td>60911</td>\n",
       "      <td>Iroquois</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10000.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8833</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Litchfield Weigh Station, I-55 Montgomery County</td>\n",
       "      <td>13456 Old Route 66</td>\n",
       "      <td>Litchfield</td>\n",
       "      <td>62056</td>\n",
       "      <td>Montgomery</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>703.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8834</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Litchfield Weigh Station, I-55 Montgomery County</td>\n",
       "      <td>13456 Old Route 66</td>\n",
       "      <td>Litchfield</td>\n",
       "      <td>62056</td>\n",
       "      <td>Montgomery</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6300.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8835</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>256.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8836</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8837</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>72.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8838</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>160.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8839</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8840</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1100.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8841</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8842</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8843</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8844</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1270.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8847</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Elgin/O'Hare Expressway - Kane Co.</td>\n",
       "      <td>1480 Rodenburg Road</td>\n",
       "      <td>Schaumburg</td>\n",
       "      <td>60193</td>\n",
       "      <td>Kane</td>\n",
       "      <td>8</td>\n",
       "      <td>Tammy Duckworth</td>\n",
       "      <td>43</td>\n",
       "      <td>Moeller Anna</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>36.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8849</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Galesburg Readiness Center - Knox County</td>\n",
       "      <td>362 N. Linwood Road</td>\n",
       "      <td>Galesburg</td>\n",
       "      <td>61401</td>\n",
       "      <td>Knox</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>74</td>\n",
       "      <td>Swanson Daniel</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2018.0</td>\n",
       "      <td>3200.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8855</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Roscoe Maintenance Storage Facility</td>\n",
       "      <td>9988 N. 2nd Street</td>\n",
       "      <td>Roscoe</td>\n",
       "      <td>61073</td>\n",
       "      <td>Winnebago</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8856</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte. 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8857</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte. 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>432.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8858</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>330.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8859</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Quincy Maintenance Storage Facility</td>\n",
       "      <td>800 Koch's Lane</td>\n",
       "      <td>Quincy</td>\n",
       "      <td>62305</td>\n",
       "      <td>Adams</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>94</td>\n",
       "      <td>Frese Randy E.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1987.0</td>\n",
       "      <td>130.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>High Hazard</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8861</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Peoria Army Aviation Support Facility</td>\n",
       "      <td>2323 S. Airport Rd</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61607</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>92</td>\n",
       "      <td>Gordon-Booth Jehan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2017.0</td>\n",
       "      <td>288.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>265 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Agency Name  \\\n",
       "354            University of Illinois   \n",
       "414   Department of Natural Resources   \n",
       "423      Northern Illinois University   \n",
       "426      Northern Illinois University   \n",
       "544   Department of Natural Resources   \n",
       "545   Department of Natural Resources   \n",
       "546   Department of Natural Resources   \n",
       "547   Department of Natural Resources   \n",
       "551   Department of Natural Resources   \n",
       "552   Department of Natural Resources   \n",
       "784   Department of Natural Resources   \n",
       "785   Department of Natural Resources   \n",
       "786   Department of Natural Resources   \n",
       "787   Department of Natural Resources   \n",
       "788   Department of Natural Resources   \n",
       "789   Department of Natural Resources   \n",
       "805   Department of Natural Resources   \n",
       "827   Department of Natural Resources   \n",
       "1064     Department of Transportation   \n",
       "1159  Department of Natural Resources   \n",
       "1165  Department of Natural Resources   \n",
       "1190     Southern Illinois University   \n",
       "1191     Southern Illinois University   \n",
       "1192     Southern Illinois University   \n",
       "1193     Southern Illinois University   \n",
       "1197     Southern Illinois University   \n",
       "1209     Southern Illinois University   \n",
       "1210     Southern Illinois University   \n",
       "1211     Southern Illinois University   \n",
       "1212     Southern Illinois University   \n",
       "...                               ...   \n",
       "8801   Department of Military Affairs   \n",
       "8802   Department of Military Affairs   \n",
       "8808     Department of Transportation   \n",
       "8816     Department of Transportation   \n",
       "8817   Department of Military Affairs   \n",
       "8818   Department of Military Affairs   \n",
       "8819   Department of Military Affairs   \n",
       "8820     Department of Transportation   \n",
       "8831     Department of Transportation   \n",
       "8832     Department of Transportation   \n",
       "8833     Department of Transportation   \n",
       "8834     Department of Transportation   \n",
       "8835     Department of Transportation   \n",
       "8836     Department of Transportation   \n",
       "8837     Department of Transportation   \n",
       "8838     Department of Transportation   \n",
       "8839     Department of Transportation   \n",
       "8840     Department of Transportation   \n",
       "8841     Department of Transportation   \n",
       "8842     Department of Transportation   \n",
       "8843     Department of Transportation   \n",
       "8844     Department of Transportation   \n",
       "8847     Department of Transportation   \n",
       "8849   Department of Military Affairs   \n",
       "8855     Department of Transportation   \n",
       "8856     Department of Transportation   \n",
       "8857     Department of Transportation   \n",
       "8858     Department of Transportation   \n",
       "8859     Department of Transportation   \n",
       "8861   Department of Military Affairs   \n",
       "\n",
       "                                          Location Name  \\\n",
       "354             University of Illinois Urbana-Champaign   \n",
       "414             Prairie Chicken Sanctuary NP(JASPER CO)   \n",
       "423               Northern Illinois University - DeKalb   \n",
       "426               Northern Illinois University - DeKalb   \n",
       "544   \"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...   \n",
       "545   \"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...   \n",
       "546   \"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...   \n",
       "547   \"Harry \"\"Babe\"\" Woodyard Natural Area - Vermil...   \n",
       "551                  Nauvoo State Park - Hancock County   \n",
       "552                  Nauvoo State Park - Hancock County   \n",
       "784                Crawford County Fish & Wildlife Area   \n",
       "785                Crawford County Fish & Wildlife Area   \n",
       "786                Crawford County Fish & Wildlife Area   \n",
       "787                Crawford County Fish & Wildlife Area   \n",
       "788                Crawford County Fish & Wildlife Area   \n",
       "789                Crawford County Fish & Wildlife Area   \n",
       "805         Rice Lake Conservation Area - Fulton County   \n",
       "827     Wayne Fitzgerrell State Park - Jefferson County   \n",
       "1064  Dixon Springs Maintenance Storage Facility - P...   \n",
       "1159    Saline County Conservation Area - Saline County   \n",
       "1165    Saline County Conservation Area - Saline County   \n",
       "1190          Southern Illinois University - Carbondale   \n",
       "1191          Southern Illinois University - Carbondale   \n",
       "1192          Southern Illinois University - Carbondale   \n",
       "1193          Southern Illinois University - Carbondale   \n",
       "1197          Southern Illinois University - Carbondale   \n",
       "1209          Southern Illinois University - Carbondale   \n",
       "1210          Southern Illinois University - Carbondale   \n",
       "1211          Southern Illinois University - Carbondale   \n",
       "1212          Southern Illinois University - Carbondale   \n",
       "...                                                 ...   \n",
       "8801              Peoria Army Aviation Support Facility   \n",
       "8802                    Sparta Armory - Randolph County   \n",
       "8808                Galena Maintenance Storage Facility   \n",
       "8816                District 7 Headquarters - Effingham   \n",
       "8817                    Sparta Armory - Randolph County   \n",
       "8818                    Sparta Armory - Randolph County   \n",
       "8819                    Sparta Armory - Randolph County   \n",
       "8820  Greenup Maintenance Storage Facility (Cumberla...   \n",
       "8831                                          Maryville   \n",
       "8832                   Ashkum Team Section Headquarters   \n",
       "8833   Litchfield Weigh Station, I-55 Montgomery County   \n",
       "8834   Litchfield Weigh Station, I-55 Montgomery County   \n",
       "8835  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8836  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8837  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8838  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8839  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8840  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8841  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8842  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8843  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8844  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8847                 Elgin/O'Hare Expressway - Kane Co.   \n",
       "8849           Galesburg Readiness Center - Knox County   \n",
       "8855                Roscoe Maintenance Storage Facility   \n",
       "8856  Belvidere Maintenance Storage Facility - Boone...   \n",
       "8857  Belvidere Maintenance Storage Facility - Boone...   \n",
       "8858  Belvidere Maintenance Storage Facility - Boone...   \n",
       "8859                Quincy Maintenance Storage Facility   \n",
       "8861              Peoria Army Aviation Support Facility   \n",
       "\n",
       "                                Address            City  Zip code      County  \\\n",
       "354              3105 South Race Street          Urbana     61820   Champaign   \n",
       "414                    Rr #3, Po Box 74          Bogota     62448      Jasper   \n",
       "423                  2211 Sycamore Road          Dekalb     60115      DeKalb   \n",
       "426              801 North First Street          Dekalb     60115      DeKalb   \n",
       "544                         19268e 670n      Georgetown     61846   Vermilion   \n",
       "545                         19268e 670n      Georgetown     61846   Vermilion   \n",
       "546                         19268e 670n      Georgetown     61846   Vermilion   \n",
       "547                         19268e 670n      Georgetown     61846   Vermilion   \n",
       "551                           So Sidney          Nauvoo     62354     Hancock   \n",
       "552                      Kimball Street          Nauvoo     62354     Hancock   \n",
       "784                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "785                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "786                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "787                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "788                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "789                             R.r. #1     Hutsonville     62433    Crawford   \n",
       "805                            R. R. #3          Canton     61520      Fulton   \n",
       "827                    R. R. #1, Box 73     Whittington     62897   Jefferson   \n",
       "1064         Rt. 145 1 Mi. S Of Rt. 146   Dixon Springs     62943        Pope   \n",
       "1159                     R.r. #1 Box 30        Equality     62934      Saline   \n",
       "1165                     R.r. #1 Box 30        Equality     62934      Saline   \n",
       "1190               1695 Mclafferty Road      Carbondale     62901     Jackson   \n",
       "1191       3268 West Pleasant Hill Road      Carbondale     62901     Jackson   \n",
       "1192       3268 West Pleasant Hill Road      Carbondale     62901     Jackson   \n",
       "1193       3268 West Pleasent Hill Road      Carbondale     62901     Jackson   \n",
       "1197               2704 Union Hill Road      Carbondale     62901     Jackson   \n",
       "1209          1206 Touch Of Nature Road         Makanda     62958     Jackson   \n",
       "1210          1206 Touch Of Nature Road         Makanda     62958     Jackson   \n",
       "1211          1206 Touch Of Nature Road         Makanda     62958     Jackson   \n",
       "1212           1206touch Of Nature Road         Makanda     62958     Jackson   \n",
       "...                                 ...             ...       ...         ...   \n",
       "8801            2323 South Airport Road          Peoria     61607      Peoria   \n",
       "8802           1803 North Hill Crest Dr          Sparta     62286    Randolph   \n",
       "8808               5988 High Ridge Road          Galena     61036  Jo Daviess   \n",
       "8816  400 W. Wabash/South Banker Street       Effingham     62401   Effingham   \n",
       "8817               715 Industrial Drive          Sparta     62286    Randolph   \n",
       "8818               715 Industrial Drive          Sparta     62286    Randolph   \n",
       "8819               715 Industrial Drive          Sparta     62286    Randolph   \n",
       "8820                  403 West Route 40         Greenup     62428  Cumberland   \n",
       "8831                            I-55/70       Maryville     62062     Madison   \n",
       "8832               849 E. State Rt. 116          Ashkum     60911    Iroquois   \n",
       "8833                 13456 Old Route 66      Litchfield     62056  Montgomery   \n",
       "8834                 13456 Old Route 66      Litchfield     62056  Montgomery   \n",
       "8835           1700 South Feazel Street      Harrisburg     62946      Saline   \n",
       "8836           1700 South Feazel Street      Harrisburg     62946      Saline   \n",
       "8837           1700 South Feazel Street      Harrisburg     62946      Saline   \n",
       "8838                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8839                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8840                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8841                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8842                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8843                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8844                  728 Exchange Ave.  East St. Louis     62201   St. Clair   \n",
       "8847                1480 Rodenburg Road      Schaumburg     60193        Kane   \n",
       "8849                362 N. Linwood Road       Galesburg     61401        Knox   \n",
       "8855                 9988 N. 2nd Street          Roscoe     61073   Winnebago   \n",
       "8856              9797 Illinois Rte. 76       Belvidere     61008       Boone   \n",
       "8857              9797 Illinois Rte. 76       Belvidere     61008       Boone   \n",
       "8858               9797 Illinois Rte 76       Belvidere     61008       Boone   \n",
       "8859                    800 Koch's Lane          Quincy     62305       Adams   \n",
       "8861                 2323 S. Airport Rd          Peoria     61607      Peoria   \n",
       "\n",
       "      Congress Dist Congressional Full Name  Rep Dist        Rep Full Name  \\\n",
       "354              13         Rodney L. Davis       103         Ammons Carol   \n",
       "414               0                     NaN       108        Meier Charles   \n",
       "423              16          Adam Kinzinger        70  Pritchard Robert W.   \n",
       "426              16          Adam Kinzinger        70  Pritchard Robert W.   \n",
       "544              15            John Shimkus       104            Hays Chad   \n",
       "545              15            John Shimkus       104            Hays Chad   \n",
       "546              15            John Shimkus       104            Hays Chad   \n",
       "547              15            John Shimkus       104            Hays Chad   \n",
       "551              18         Darin M. LaHood        94       Frese Randy E.   \n",
       "552              18         Darin M. LaHood        94       Frese Randy E.   \n",
       "784              15            John Shimkus       110    Phillips Reginald   \n",
       "785              15            John Shimkus       110    Phillips Reginald   \n",
       "786              15            John Shimkus       110    Phillips Reginald   \n",
       "787              15            John Shimkus       110    Phillips Reginald   \n",
       "788              15            John Shimkus       110    Phillips Reginald   \n",
       "789              15            John Shimkus       110    Phillips Reginald   \n",
       "805              17            Cheri Bustos        91      Unes Michael D.   \n",
       "827              12               Mike Bost       117         Severin Dave   \n",
       "1064             15            John Shimkus       118    Phelps Brandon W.   \n",
       "1159             15            John Shimkus       118    Phelps Brandon W.   \n",
       "1165             15            John Shimkus       118    Phelps Brandon W.   \n",
       "1190             12               Mike Bost       115         Bryant Terri   \n",
       "1191             12               Mike Bost       115         Bryant Terri   \n",
       "1192             12               Mike Bost       115         Bryant Terri   \n",
       "1193             12               Mike Bost       115         Bryant Terri   \n",
       "1197             12               Mike Bost       115         Bryant Terri   \n",
       "1209             12               Mike Bost       115         Bryant Terri   \n",
       "1210             12               Mike Bost       115         Bryant Terri   \n",
       "1211             12               Mike Bost       115         Bryant Terri   \n",
       "1212             12               Mike Bost       115         Bryant Terri   \n",
       "...             ...                     ...       ...                  ...   \n",
       "8801             17            Cheri Bustos        92   Gordon-Booth Jehan   \n",
       "8802             12               Mike Bost       116   Costello, II Jerry   \n",
       "8808             17            Cheri Bustos        89     Stewart Brian W.   \n",
       "8816             12               Mike Bost       116   Costello, II Jerry   \n",
       "8817             12               Mike Bost       116   Costello, II Jerry   \n",
       "8818             12               Mike Bost       116   Costello, II Jerry   \n",
       "8819             12               Mike Bost       116   Costello, II Jerry   \n",
       "8820             15            John Shimkus       110    Phillips Reginald   \n",
       "8831             12               Mike Bost       112         Stuart Katie   \n",
       "8832             16          Adam Kinzinger       106    Bennett Thomas M.   \n",
       "8833             16          Adam Kinzinger       106    Bennett Thomas M.   \n",
       "8834             16          Adam Kinzinger       106    Bennett Thomas M.   \n",
       "8835             15            John Shimkus       118    Phelps Brandon W.   \n",
       "8836             15            John Shimkus       118    Phelps Brandon W.   \n",
       "8837             15            John Shimkus       118    Phelps Brandon W.   \n",
       "8838             12               Mike Bost       114     Greenwood LaToya   \n",
       "8839             12               Mike Bost       114     Greenwood LaToya   \n",
       "8840             12               Mike Bost       114     Greenwood LaToya   \n",
       "8841             12               Mike Bost       114     Greenwood LaToya   \n",
       "8842             12               Mike Bost       114     Greenwood LaToya   \n",
       "8843             12               Mike Bost       114     Greenwood LaToya   \n",
       "8844             12               Mike Bost       114     Greenwood LaToya   \n",
       "8847              8         Tammy Duckworth        43         Moeller Anna   \n",
       "8849             17            Cheri Bustos        74       Swanson Daniel   \n",
       "8855             16          Adam Kinzinger        69        Sosnowski Joe   \n",
       "8856             16          Adam Kinzinger        69        Sosnowski Joe   \n",
       "8857             16          Adam Kinzinger        69        Sosnowski Joe   \n",
       "8858             16          Adam Kinzinger        69        Sosnowski Joe   \n",
       "8859             18         Darin M. LaHood        94       Frese Randy E.   \n",
       "8861             17            Cheri Bustos        92   Gordon-Booth Jehan   \n",
       "\n",
       "      ...  Bldg Status Year Acquired Year Constructed  Square Footage  \\\n",
       "354   ...       In Use           NaN              NaN          2000.0   \n",
       "414   ...       In Use           NaN              NaN           700.0   \n",
       "423   ...       In Use           NaN              NaN         42082.0   \n",
       "426   ...       In Use           NaN              NaN         16719.0   \n",
       "544   ...       In Use           NaN              NaN           400.0   \n",
       "545   ...       In Use           NaN              NaN          2331.0   \n",
       "546   ...       In Use           NaN              NaN          3364.0   \n",
       "547   ...       In Use           NaN              NaN           900.0   \n",
       "551   ...       In Use           NaN              NaN             NaN   \n",
       "552   ...       In Use           NaN              NaN             NaN   \n",
       "784   ...       In Use           NaN              NaN           380.0   \n",
       "785   ...       In Use           NaN              NaN            50.0   \n",
       "786   ...       In Use           NaN              NaN            50.0   \n",
       "787   ...       In Use           NaN              NaN            50.0   \n",
       "788   ...       In Use           NaN              NaN            50.0   \n",
       "789   ...       In Use           NaN              NaN            50.0   \n",
       "805   ...       In Use           NaN              NaN             NaN   \n",
       "827   ...       In Use           NaN              NaN           144.0   \n",
       "1064  ...       In Use           NaN              NaN             NaN   \n",
       "1159  ...       In Use           NaN              NaN            30.0   \n",
       "1165  ...       In Use           NaN              NaN            20.0   \n",
       "1190  ...       In Use           NaN              NaN           285.0   \n",
       "1191  ...       In Use           NaN              NaN           137.0   \n",
       "1192  ...       In Use           NaN              NaN          2002.0   \n",
       "1193  ...       In Use           NaN              NaN           153.0   \n",
       "1197  ...       In Use           NaN              NaN           153.0   \n",
       "1209  ...       In Use           NaN              NaN           703.0   \n",
       "1210  ...       In Use           NaN              NaN           200.0   \n",
       "1211  ...       In Use           NaN              NaN           300.0   \n",
       "1212  ...       In Use           NaN              NaN           221.0   \n",
       "...   ...          ...           ...              ...             ...   \n",
       "8801  ...      Abandon           NaN              NaN          2600.0   \n",
       "8802  ...  In Progress           NaN              NaN             NaN   \n",
       "8808  ...  In Progress           NaN           2017.0          2923.0   \n",
       "8816  ...       In Use           NaN              NaN          1224.0   \n",
       "8817  ...  In Progress           NaN           2017.0           512.0   \n",
       "8818  ...  In Progress           NaN              NaN           120.0   \n",
       "8819  ...  In Progress           NaN           2017.0           660.0   \n",
       "8820  ...       In Use           NaN              NaN          1224.0   \n",
       "8831  ...  In Progress           NaN           2016.0           720.0   \n",
       "8832  ...  In Progress           NaN              NaN         10000.0   \n",
       "8833  ...  In Progress           NaN              NaN           703.0   \n",
       "8834  ...  In Progress           NaN              NaN          6300.0   \n",
       "8835  ...       In Use           NaN              NaN           256.0   \n",
       "8836  ...       In Use           NaN              NaN            56.0   \n",
       "8837  ...       In Use           NaN              NaN            72.0   \n",
       "8838  ...       In Use           NaN              NaN           160.0   \n",
       "8839  ...       In Use           NaN              NaN            32.0   \n",
       "8840  ...       In Use           NaN              NaN          1100.0   \n",
       "8841  ...       In Use           NaN              NaN            64.0   \n",
       "8842  ...       In Use           NaN              NaN            80.0   \n",
       "8843  ...       In Use           NaN              NaN            90.0   \n",
       "8844  ...       In Use           NaN              NaN          1270.0   \n",
       "8847  ...       In Use           NaN              NaN            36.0   \n",
       "8849  ...  In Progress           NaN           2018.0          3200.0   \n",
       "8855  ...       In Use           NaN              NaN          1550.0   \n",
       "8856  ...       In Use           NaN              NaN          1500.0   \n",
       "8857  ...       In Use           NaN              NaN           432.0   \n",
       "8858  ...       In Use           NaN              NaN           330.0   \n",
       "8859  ...       In Use           NaN           1987.0           130.0   \n",
       "8861  ...  In Progress           NaN           2017.0           288.0   \n",
       "\n",
       "      Total Floors  Floors Above Grade  Floors Below Grade  \\\n",
       "354              1                   1                   0   \n",
       "414              1                   1                   0   \n",
       "423              4                   3                   1   \n",
       "426              3                   2                   1   \n",
       "544              1                   1                   0   \n",
       "545              1                   1                   0   \n",
       "546              1                   1                   0   \n",
       "547              1                   1                   0   \n",
       "551              1                   1                   0   \n",
       "552              1                   1                   0   \n",
       "784              1                   1                   0   \n",
       "785              1                   1                   0   \n",
       "786              1                   1                   0   \n",
       "787              1                   1                   0   \n",
       "788              1                   1                   0   \n",
       "789              1                   1                   0   \n",
       "805              1                   1                   0   \n",
       "827              1                   1                   0   \n",
       "1064             1                   1                   0   \n",
       "1159             1                   1                   0   \n",
       "1165             1                   1                   0   \n",
       "1190             1                   1                   0   \n",
       "1191             1                   1                   0   \n",
       "1192             1                   1                   0   \n",
       "1193             1                   1                   0   \n",
       "1197            10                  10                   0   \n",
       "1209             1                   1                   0   \n",
       "1210             1                   1                   0   \n",
       "1211             1                   1                   0   \n",
       "1212             1                   1                   0   \n",
       "...            ...                 ...                 ...   \n",
       "8801             1                   0                   0   \n",
       "8802             1                   0                   0   \n",
       "8808             1                   0                   0   \n",
       "8816             1                   0                   0   \n",
       "8817             2                   0                   0   \n",
       "8818             1                   0                   0   \n",
       "8819             1                   0                   0   \n",
       "8820             1                   0                   0   \n",
       "8831             1                   0                   0   \n",
       "8832             1                   0                   0   \n",
       "8833             1                   0                   0   \n",
       "8834             1                   0                   0   \n",
       "8835             1                   0                   0   \n",
       "8836             1                   0                   0   \n",
       "8837             1                   0                   0   \n",
       "8838             1                   0                   0   \n",
       "8839             1                   0                   0   \n",
       "8840             1                   0                   0   \n",
       "8841             1                   0                   0   \n",
       "8842             1                   0                   0   \n",
       "8843             1                   0                   0   \n",
       "8844             0                   0                   0   \n",
       "8847             1                   0                   0   \n",
       "8849             1                   0                   0   \n",
       "8855             1                   0                   0   \n",
       "8856             1                   0                   0   \n",
       "8857             1                   0                   0   \n",
       "8858             1                   0                   0   \n",
       "8859             1                   0                   0   \n",
       "8861             1                   0                   0   \n",
       "\n",
       "         Usage Description   Usage Description 2 Usage Description 3  \n",
       "354                Unusual              Business        Not provided  \n",
       "414                Storage               Storage        Not provided  \n",
       "423                Storage               Storage        Not provided  \n",
       "426               Business              Business        Not provided  \n",
       "544               Assembly              Assembly        Not provided  \n",
       "545               Assembly              Assembly        Not provided  \n",
       "546                Storage               Storage        Not provided  \n",
       "547                Storage               Storage        Not provided  \n",
       "551                Storage               Storage        Not provided  \n",
       "552            Residential           Residential        Not provided  \n",
       "784               Assembly              Assembly        Not provided  \n",
       "785                Unusual               Unusual        Not provided  \n",
       "786                Unusual               Unusual        Not provided  \n",
       "787                Unusual               Unusual        Not provided  \n",
       "788                Unusual               Unusual        Not provided  \n",
       "789               Assembly              Assembly        Not provided  \n",
       "805             Industrial               Storage        Not provided  \n",
       "827                Unusual               Unusual        Not provided  \n",
       "1064               Storage               Storage        Not provided  \n",
       "1159            Industrial            Industrial        Not provided  \n",
       "1165               Unusual               Unusual        Not provided  \n",
       "1190               Unusual               Unusual        Not provided  \n",
       "1191            Industrial            Industrial        Not provided  \n",
       "1192               Storage               Storage        Not provided  \n",
       "1193               Storage               Storage        Not provided  \n",
       "1197               Storage               Storage        Not provided  \n",
       "1209               Storage               Storage        Not provided  \n",
       "1210               Storage               Storage        Not provided  \n",
       "1211               Storage               Storage        Not provided  \n",
       "1212               Storage               Storage        Not provided  \n",
       "...                    ...                   ...                 ...  \n",
       "8801               Storage               Storage                 NaN  \n",
       "8802  Utiility & Miscellan                   NaN                 NaN  \n",
       "8808               Storage               Storage                 NaN  \n",
       "8816               Storage  Utiility & Miscellan                 NaN  \n",
       "8817              Business                   NaN                 NaN  \n",
       "8818               Storage                   NaN                 NaN  \n",
       "8819              Assembly                   NaN                 NaN  \n",
       "8820               Storage  Utiility & Miscellan                 NaN  \n",
       "8831              Business                   NaN                 NaN  \n",
       "8832               Storage               Storage                 NaN  \n",
       "8833              Business              Business                 NaN  \n",
       "8834              Business              Business                 NaN  \n",
       "8835               Storage               Storage                 NaN  \n",
       "8836  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8837               Storage               Storage                 NaN  \n",
       "8838  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8839               Storage               Storage                 NaN  \n",
       "8840               Storage               Storage                 NaN  \n",
       "8841  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8842  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8843               Storage               Storage                 NaN  \n",
       "8844  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8847  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8849               Storage               Storage                 NaN  \n",
       "8855               Storage                   NaN                 NaN  \n",
       "8856               Storage                   NaN                 NaN  \n",
       "8857               Storage                   NaN                 NaN  \n",
       "8858               Storage                   NaN                 NaN  \n",
       "8859               Storage           High Hazard                 NaN  \n",
       "8861  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "\n",
       "[265 rows x 22 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#retreiving the rows where below columns have 'NA' (null) values\n",
    "\n",
    "bool_series1=pd.isnull(df1['Year Acquired'])\n",
    "bool_series2=pd.isnull(df1['Year Constructed'])\n",
    "bool_series3=pd.isnull(df1['Square Footage'])\n",
    "\n",
    "df1[bool_series1] #rows where 'Year Acquired' has NA value \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Agency Name</th>\n",
       "      <th>Location Name</th>\n",
       "      <th>Address</th>\n",
       "      <th>City</th>\n",
       "      <th>Zip code</th>\n",
       "      <th>County</th>\n",
       "      <th>Congress Dist</th>\n",
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       "      <th>Rep Dist</th>\n",
       "      <th>Rep Full Name</th>\n",
       "      <th>...</th>\n",
       "      <th>Bldg Status</th>\n",
       "      <th>Year Acquired</th>\n",
       "      <th>Year Constructed</th>\n",
       "      <th>Square Footage</th>\n",
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       "      <th>Floors Above Grade</th>\n",
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       "      <th>Usage Description</th>\n",
       "      <th>Usage Description 2</th>\n",
       "      <th>Usage Description 3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>225</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>296.0</td>\n",
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       "      <td>1</td>\n",
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       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>226</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>227</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>231</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>232</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>233</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>234</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>235</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>236</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>237</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>238</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>240</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>234.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>514.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>81.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>629.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>227.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>82.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>69.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>748.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>771.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>259.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>259.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>282</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>342.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>283</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>259.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>284</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>308.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>285</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>250.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>286</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>720.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>291</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>540.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>293</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Wildlife Prairie Park - Peoria County</td>\n",
       "      <td>3856 N Taylor Road, Rr 2</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61615</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2000.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>360.0</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</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>8774</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Camp Lincoln (Springfield) - Sangamon County</td>\n",
       "      <td>1301 North MacArthur Boulevard</td>\n",
       "      <td>Springfield</td>\n",
       "      <td>62702</td>\n",
       "      <td>Sangamon</td>\n",
       "      <td>13</td>\n",
       "      <td>Rodney L. Davis</td>\n",
       "      <td>87</td>\n",
       "      <td>Butler Tim</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1989.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2892.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8790</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Frankfort</td>\n",
       "      <td>USE THIS NUMBER FOR THE NEXT NEW BUILDING # AT...</td>\n",
       "      <td>SPRINGFIELD</td>\n",
       "      <td>62703</td>\n",
       "      <td>Will</td>\n",
       "      <td>1</td>\n",
       "      <td>Bobby L. Rush</td>\n",
       "      <td>80</td>\n",
       "      <td>DeLuca Anthony</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8798</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Olney Maintenance Storage Facility - Richland ...</td>\n",
       "      <td>3964 N. Gentry Road</td>\n",
       "      <td>Olney</td>\n",
       "      <td>62450</td>\n",
       "      <td>Richland</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>109</td>\n",
       "      <td>Reis David B.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1080.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8801</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Peoria Army Aviation Support Facility</td>\n",
       "      <td>2323 South Airport Road</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>61607</td>\n",
       "      <td>Peoria</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>92</td>\n",
       "      <td>Gordon-Booth Jehan</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2600.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8802</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>1803 North Hill Crest Dr</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8816</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>District 7 Headquarters - Effingham</td>\n",
       "      <td>400 W. Wabash/South Banker Street</td>\n",
       "      <td>Effingham</td>\n",
       "      <td>62401</td>\n",
       "      <td>Effingham</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1224.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8818</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>715 Industrial Drive</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>120.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8820</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Greenup Maintenance Storage Facility (Cumberla...</td>\n",
       "      <td>403 West Route 40</td>\n",
       "      <td>Greenup</td>\n",
       "      <td>62428</td>\n",
       "      <td>Cumberland</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1224.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8826</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belleville Maintenance Storage Facility - St. ...</td>\n",
       "      <td>2107 Freeburg Avenue</td>\n",
       "      <td>Belleville</td>\n",
       "      <td>62220</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2014.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>144.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8827</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belleville Maintenance Storage Facility - St. ...</td>\n",
       "      <td>2107 Freeburg Avenue</td>\n",
       "      <td>Belleville</td>\n",
       "      <td>62220</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2012.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>800.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8828</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belleville Maintenance Storage Facility - St. ...</td>\n",
       "      <td>2107 Freeburg Avenue</td>\n",
       "      <td>Belleville</td>\n",
       "      <td>62220</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2006.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2920.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8829</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belleville Maintenance Storage Facility - St. ...</td>\n",
       "      <td>2107 Freeburg Avenue</td>\n",
       "      <td>Belleville</td>\n",
       "      <td>62220</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2011.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1050.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8832</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Ashkum Team Section Headquarters</td>\n",
       "      <td>849 E. State Rt. 116</td>\n",
       "      <td>Ashkum</td>\n",
       "      <td>60911</td>\n",
       "      <td>Iroquois</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10000.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8833</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Litchfield Weigh Station, I-55 Montgomery County</td>\n",
       "      <td>13456 Old Route 66</td>\n",
       "      <td>Litchfield</td>\n",
       "      <td>62056</td>\n",
       "      <td>Montgomery</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>703.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8834</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Litchfield Weigh Station, I-55 Montgomery County</td>\n",
       "      <td>13456 Old Route 66</td>\n",
       "      <td>Litchfield</td>\n",
       "      <td>62056</td>\n",
       "      <td>Montgomery</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>106</td>\n",
       "      <td>Bennett Thomas M.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6300.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8835</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>256.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8836</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>56.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8837</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Harrisburg Maintenance Storage Facility - Sali...</td>\n",
       "      <td>1700 South Feazel Street</td>\n",
       "      <td>Harrisburg</td>\n",
       "      <td>62946</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>72.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8838</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>160.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8839</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8840</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1100.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8841</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>64.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8842</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>80.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8843</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>90.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8844</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>E. St. Louis Maintenance Storage Facility - St...</td>\n",
       "      <td>728 Exchange Ave.</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1270.0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8847</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Elgin/O'Hare Expressway - Kane Co.</td>\n",
       "      <td>1480 Rodenburg Road</td>\n",
       "      <td>Schaumburg</td>\n",
       "      <td>60193</td>\n",
       "      <td>Kane</td>\n",
       "      <td>8</td>\n",
       "      <td>Tammy Duckworth</td>\n",
       "      <td>43</td>\n",
       "      <td>Moeller Anna</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>36.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8855</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Roscoe Maintenance Storage Facility</td>\n",
       "      <td>9988 N. 2nd Street</td>\n",
       "      <td>Roscoe</td>\n",
       "      <td>61073</td>\n",
       "      <td>Winnebago</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1550.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8856</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte. 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1500.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8857</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte. 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>432.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8858</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Belvidere Maintenance Storage Facility - Boone...</td>\n",
       "      <td>9797 Illinois Rte 76</td>\n",
       "      <td>Belvidere</td>\n",
       "      <td>61008</td>\n",
       "      <td>Boone</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>69</td>\n",
       "      <td>Sosnowski Joe</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>330.0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>289 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Agency Name  \\\n",
       "225   Department of Natural Resources   \n",
       "226   Department of Natural Resources   \n",
       "227   Department of Natural Resources   \n",
       "231   Department of Natural Resources   \n",
       "232   Department of Natural Resources   \n",
       "233   Department of Natural Resources   \n",
       "234   Department of Natural Resources   \n",
       "235   Department of Natural Resources   \n",
       "236   Department of Natural Resources   \n",
       "237   Department of Natural Resources   \n",
       "238   Department of Natural Resources   \n",
       "240   Department of Natural Resources   \n",
       "253   Department of Natural Resources   \n",
       "256   Department of Natural Resources   \n",
       "257   Department of Natural Resources   \n",
       "258   Department of Natural Resources   \n",
       "260   Department of Natural Resources   \n",
       "261   Department of Natural Resources   \n",
       "271   Department of Natural Resources   \n",
       "275   Department of Natural Resources   \n",
       "279   Department of Natural Resources   \n",
       "280   Department of Natural Resources   \n",
       "281   Department of Natural Resources   \n",
       "282   Department of Natural Resources   \n",
       "283   Department of Natural Resources   \n",
       "284   Department of Natural Resources   \n",
       "285   Department of Natural Resources   \n",
       "286   Department of Natural Resources   \n",
       "291   Department of Natural Resources   \n",
       "293   Department of Natural Resources   \n",
       "...                               ...   \n",
       "8774   Department of Military Affairs   \n",
       "8790     Department of Transportation   \n",
       "8798     Department of Transportation   \n",
       "8801   Department of Military Affairs   \n",
       "8802   Department of Military Affairs   \n",
       "8816     Department of Transportation   \n",
       "8818   Department of Military Affairs   \n",
       "8820     Department of Transportation   \n",
       "8826     Department of Transportation   \n",
       "8827     Department of Transportation   \n",
       "8828     Department of Transportation   \n",
       "8829     Department of Transportation   \n",
       "8832     Department of Transportation   \n",
       "8833     Department of Transportation   \n",
       "8834     Department of Transportation   \n",
       "8835     Department of Transportation   \n",
       "8836     Department of Transportation   \n",
       "8837     Department of Transportation   \n",
       "8838     Department of Transportation   \n",
       "8839     Department of Transportation   \n",
       "8840     Department of Transportation   \n",
       "8841     Department of Transportation   \n",
       "8842     Department of Transportation   \n",
       "8843     Department of Transportation   \n",
       "8844     Department of Transportation   \n",
       "8847     Department of Transportation   \n",
       "8855     Department of Transportation   \n",
       "8856     Department of Transportation   \n",
       "8857     Department of Transportation   \n",
       "8858     Department of Transportation   \n",
       "\n",
       "                                          Location Name  \\\n",
       "225               Wildlife Prairie Park - Peoria County   \n",
       "226               Wildlife Prairie Park - Peoria County   \n",
       "227               Wildlife Prairie Park - Peoria County   \n",
       "231               Wildlife Prairie Park - Peoria County   \n",
       "232               Wildlife Prairie Park - Peoria County   \n",
       "233               Wildlife Prairie Park - Peoria County   \n",
       "234               Wildlife Prairie Park - Peoria County   \n",
       "235               Wildlife Prairie Park - Peoria County   \n",
       "236               Wildlife Prairie Park - Peoria County   \n",
       "237               Wildlife Prairie Park - Peoria County   \n",
       "238               Wildlife Prairie Park - Peoria County   \n",
       "240               Wildlife Prairie Park - Peoria County   \n",
       "253               Wildlife Prairie Park - Peoria County   \n",
       "256               Wildlife Prairie Park - Peoria County   \n",
       "257               Wildlife Prairie Park - Peoria County   \n",
       "258               Wildlife Prairie Park - Peoria County   \n",
       "260               Wildlife Prairie Park - Peoria County   \n",
       "261               Wildlife Prairie Park - Peoria County   \n",
       "271               Wildlife Prairie Park - Peoria County   \n",
       "275               Wildlife Prairie Park - Peoria County   \n",
       "279               Wildlife Prairie Park - Peoria County   \n",
       "280               Wildlife Prairie Park - Peoria County   \n",
       "281               Wildlife Prairie Park - Peoria County   \n",
       "282               Wildlife Prairie Park - Peoria County   \n",
       "283               Wildlife Prairie Park - Peoria County   \n",
       "284               Wildlife Prairie Park - Peoria County   \n",
       "285               Wildlife Prairie Park - Peoria County   \n",
       "286               Wildlife Prairie Park - Peoria County   \n",
       "291               Wildlife Prairie Park - Peoria County   \n",
       "293               Wildlife Prairie Park - Peoria County   \n",
       "...                                                 ...   \n",
       "8774       Camp Lincoln (Springfield) - Sangamon County   \n",
       "8790                                          Frankfort   \n",
       "8798  Olney Maintenance Storage Facility - Richland ...   \n",
       "8801              Peoria Army Aviation Support Facility   \n",
       "8802                    Sparta Armory - Randolph County   \n",
       "8816                District 7 Headquarters - Effingham   \n",
       "8818                    Sparta Armory - Randolph County   \n",
       "8820  Greenup Maintenance Storage Facility (Cumberla...   \n",
       "8826  Belleville Maintenance Storage Facility - St. ...   \n",
       "8827  Belleville Maintenance Storage Facility - St. ...   \n",
       "8828  Belleville Maintenance Storage Facility - St. ...   \n",
       "8829  Belleville Maintenance Storage Facility - St. ...   \n",
       "8832                   Ashkum Team Section Headquarters   \n",
       "8833   Litchfield Weigh Station, I-55 Montgomery County   \n",
       "8834   Litchfield Weigh Station, I-55 Montgomery County   \n",
       "8835  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8836  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8837  Harrisburg Maintenance Storage Facility - Sali...   \n",
       "8838  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8839  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8840  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8841  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8842  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8843  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8844  E. St. Louis Maintenance Storage Facility - St...   \n",
       "8847                 Elgin/O'Hare Expressway - Kane Co.   \n",
       "8855                Roscoe Maintenance Storage Facility   \n",
       "8856  Belvidere Maintenance Storage Facility - Boone...   \n",
       "8857  Belvidere Maintenance Storage Facility - Boone...   \n",
       "8858  Belvidere Maintenance Storage Facility - Boone...   \n",
       "\n",
       "                                                Address            City  \\\n",
       "225                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "226                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "227                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "231                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "232                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "233                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "234                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "235                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "236                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "237                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "238                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "240                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "253                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "256                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "257                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "258                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "260                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "261                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "271                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "275                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "279                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "280                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "281                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "282                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "283                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "284                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "285                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "286                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "291                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "293                            3856 N Taylor Road, Rr 2          Peoria   \n",
       "...                                                 ...             ...   \n",
       "8774                     1301 North MacArthur Boulevard     Springfield   \n",
       "8790  USE THIS NUMBER FOR THE NEXT NEW BUILDING # AT...     SPRINGFIELD   \n",
       "8798                                3964 N. Gentry Road           Olney   \n",
       "8801                            2323 South Airport Road          Peoria   \n",
       "8802                           1803 North Hill Crest Dr          Sparta   \n",
       "8816                  400 W. Wabash/South Banker Street       Effingham   \n",
       "8818                               715 Industrial Drive          Sparta   \n",
       "8820                                  403 West Route 40         Greenup   \n",
       "8826                               2107 Freeburg Avenue      Belleville   \n",
       "8827                               2107 Freeburg Avenue      Belleville   \n",
       "8828                               2107 Freeburg Avenue      Belleville   \n",
       "8829                               2107 Freeburg Avenue      Belleville   \n",
       "8832                               849 E. State Rt. 116          Ashkum   \n",
       "8833                                 13456 Old Route 66      Litchfield   \n",
       "8834                                 13456 Old Route 66      Litchfield   \n",
       "8835                           1700 South Feazel Street      Harrisburg   \n",
       "8836                           1700 South Feazel Street      Harrisburg   \n",
       "8837                           1700 South Feazel Street      Harrisburg   \n",
       "8838                                  728 Exchange Ave.  East St. Louis   \n",
       "8839                                  728 Exchange Ave.  East St. Louis   \n",
       "8840                                  728 Exchange Ave.  East St. Louis   \n",
       "8841                                  728 Exchange Ave.  East St. Louis   \n",
       "8842                                  728 Exchange Ave.  East St. Louis   \n",
       "8843                                  728 Exchange Ave.  East St. Louis   \n",
       "8844                                  728 Exchange Ave.  East St. Louis   \n",
       "8847                                1480 Rodenburg Road      Schaumburg   \n",
       "8855                                 9988 N. 2nd Street          Roscoe   \n",
       "8856                              9797 Illinois Rte. 76       Belvidere   \n",
       "8857                              9797 Illinois Rte. 76       Belvidere   \n",
       "8858                               9797 Illinois Rte 76       Belvidere   \n",
       "\n",
       "      Zip code      County  Congress Dist Congressional Full Name  Rep Dist  \\\n",
       "225      61615      Peoria             18         Darin M. LaHood        73   \n",
       "226      61615      Peoria             18         Darin M. LaHood        73   \n",
       "227      61615      Peoria             18         Darin M. LaHood        73   \n",
       "231      61615      Peoria             18         Darin M. LaHood        73   \n",
       "232      61615      Peoria             18         Darin M. LaHood        73   \n",
       "233      61615      Peoria             18         Darin M. LaHood        73   \n",
       "234      61615      Peoria             18         Darin M. LaHood        73   \n",
       "235      61615      Peoria             18         Darin M. LaHood        73   \n",
       "236      61615      Peoria             18         Darin M. LaHood        73   \n",
       "237      61615      Peoria             18         Darin M. LaHood        73   \n",
       "238      61615      Peoria             18         Darin M. LaHood        73   \n",
       "240      61615      Peoria             18         Darin M. LaHood        73   \n",
       "253      61615      Peoria             18         Darin M. LaHood        73   \n",
       "256      61615      Peoria             18         Darin M. LaHood        73   \n",
       "257      61615      Peoria             18         Darin M. LaHood        73   \n",
       "258      61615      Peoria             18         Darin M. LaHood        73   \n",
       "260      61615      Peoria             18         Darin M. LaHood        73   \n",
       "261      61615      Peoria             18         Darin M. LaHood        73   \n",
       "271      61615      Peoria             18         Darin M. LaHood        73   \n",
       "275      61615      Peoria             18         Darin M. LaHood        73   \n",
       "279      61615      Peoria             18         Darin M. LaHood        73   \n",
       "280      61615      Peoria             18         Darin M. LaHood        73   \n",
       "281      61615      Peoria             18         Darin M. LaHood        73   \n",
       "282      61615      Peoria             18         Darin M. LaHood        73   \n",
       "283      61615      Peoria             18         Darin M. LaHood        73   \n",
       "284      61615      Peoria             18         Darin M. LaHood        73   \n",
       "285      61615      Peoria             18         Darin M. LaHood        73   \n",
       "286      61615      Peoria             18         Darin M. LaHood        73   \n",
       "291      61615      Peoria             18         Darin M. LaHood        73   \n",
       "293      61615      Peoria             18         Darin M. LaHood        73   \n",
       "...        ...         ...            ...                     ...       ...   \n",
       "8774     62702    Sangamon             13         Rodney L. Davis        87   \n",
       "8790     62703        Will              1           Bobby L. Rush        80   \n",
       "8798     62450    Richland             15            John Shimkus       109   \n",
       "8801     61607      Peoria             17            Cheri Bustos        92   \n",
       "8802     62286    Randolph             12               Mike Bost       116   \n",
       "8816     62401   Effingham             12               Mike Bost       116   \n",
       "8818     62286    Randolph             12               Mike Bost       116   \n",
       "8820     62428  Cumberland             15            John Shimkus       110   \n",
       "8826     62220   St. Clair             12               Mike Bost       114   \n",
       "8827     62220   St. Clair             12               Mike Bost       114   \n",
       "8828     62220   St. Clair             12               Mike Bost       114   \n",
       "8829     62220   St. Clair             12               Mike Bost       114   \n",
       "8832     60911    Iroquois             16          Adam Kinzinger       106   \n",
       "8833     62056  Montgomery             16          Adam Kinzinger       106   \n",
       "8834     62056  Montgomery             16          Adam Kinzinger       106   \n",
       "8835     62946      Saline             15            John Shimkus       118   \n",
       "8836     62946      Saline             15            John Shimkus       118   \n",
       "8837     62946      Saline             15            John Shimkus       118   \n",
       "8838     62201   St. Clair             12               Mike Bost       114   \n",
       "8839     62201   St. Clair             12               Mike Bost       114   \n",
       "8840     62201   St. Clair             12               Mike Bost       114   \n",
       "8841     62201   St. Clair             12               Mike Bost       114   \n",
       "8842     62201   St. Clair             12               Mike Bost       114   \n",
       "8843     62201   St. Clair             12               Mike Bost       114   \n",
       "8844     62201   St. Clair             12               Mike Bost       114   \n",
       "8847     60193        Kane              8         Tammy Duckworth        43   \n",
       "8855     61073   Winnebago             16          Adam Kinzinger        69   \n",
       "8856     61008       Boone             16          Adam Kinzinger        69   \n",
       "8857     61008       Boone             16          Adam Kinzinger        69   \n",
       "8858     61008       Boone             16          Adam Kinzinger        69   \n",
       "\n",
       "           Rep Full Name  ...  Bldg Status Year Acquired Year Constructed  \\\n",
       "225           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "226           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "227           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "231           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "232           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "233           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "234           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "235           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "236           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "237           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "238           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "240           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "253           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "256           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "257           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "258           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "260           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "261           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "271           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "275           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "279           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "280           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "281           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "282           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "283           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "284           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "285           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "286           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "291           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "293           Spain Ryan  ...       In Use        2000.0              NaN   \n",
       "...                  ...  ...          ...           ...              ...   \n",
       "8774          Butler Tim  ...       In Use        1989.0              NaN   \n",
       "8790      DeLuca Anthony  ...  In Progress           NaN              NaN   \n",
       "8798       Reis David B.  ...       In Use           NaN              NaN   \n",
       "8801  Gordon-Booth Jehan  ...      Abandon           NaN              NaN   \n",
       "8802  Costello, II Jerry  ...  In Progress           NaN              NaN   \n",
       "8816  Costello, II Jerry  ...       In Use           NaN              NaN   \n",
       "8818  Costello, II Jerry  ...  In Progress           NaN              NaN   \n",
       "8820   Phillips Reginald  ...       In Use           NaN              NaN   \n",
       "8826    Greenwood LaToya  ...       In Use        2014.0              NaN   \n",
       "8827    Greenwood LaToya  ...       In Use        2012.0              NaN   \n",
       "8828    Greenwood LaToya  ...       In Use        2006.0              NaN   \n",
       "8829    Greenwood LaToya  ...       In Use        2011.0              NaN   \n",
       "8832   Bennett Thomas M.  ...  In Progress           NaN              NaN   \n",
       "8833   Bennett Thomas M.  ...  In Progress           NaN              NaN   \n",
       "8834   Bennett Thomas M.  ...  In Progress           NaN              NaN   \n",
       "8835   Phelps Brandon W.  ...       In Use           NaN              NaN   \n",
       "8836   Phelps Brandon W.  ...       In Use           NaN              NaN   \n",
       "8837   Phelps Brandon W.  ...       In Use           NaN              NaN   \n",
       "8838    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8839    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8840    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8841    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8842    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8843    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8844    Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8847        Moeller Anna  ...       In Use           NaN              NaN   \n",
       "8855       Sosnowski Joe  ...       In Use           NaN              NaN   \n",
       "8856       Sosnowski Joe  ...       In Use           NaN              NaN   \n",
       "8857       Sosnowski Joe  ...       In Use           NaN              NaN   \n",
       "8858       Sosnowski Joe  ...       In Use           NaN              NaN   \n",
       "\n",
       "      Square Footage  Total Floors  Floors Above Grade  Floors Below Grade  \\\n",
       "225            296.0             1                   1                   0   \n",
       "226            360.0             1                   1                   0   \n",
       "227            360.0             1                   1                   0   \n",
       "231            360.0             1                   1                   0   \n",
       "232            360.0             1                   1                   0   \n",
       "233            360.0             1                   1                   0   \n",
       "234            360.0             1                   1                   0   \n",
       "235            360.0             1                   1                   0   \n",
       "236            360.0             1                   1                   0   \n",
       "237            360.0             1                   1                   0   \n",
       "238            360.0             1                   1                   0   \n",
       "240            234.0             1                   1                   0   \n",
       "253            514.0             1                   1                   0   \n",
       "256             81.0             1                   1                   0   \n",
       "257            629.0             1                   1                   0   \n",
       "258            227.0             1                   1                   0   \n",
       "260             82.0             1                   1                   0   \n",
       "261             69.0             1                   1                   0   \n",
       "271            748.0             1                   1                   0   \n",
       "275             64.0             1                   1                   0   \n",
       "279            771.0             1                   1                   0   \n",
       "280            259.0             1                   1                   0   \n",
       "281            259.0             1                   1                   0   \n",
       "282            342.0             1                   1                   0   \n",
       "283            259.0             1                   1                   0   \n",
       "284            308.0             1                   1                   0   \n",
       "285            250.0             1                   1                   0   \n",
       "286            720.0             1                   1                   0   \n",
       "291            540.0             1                   1                   0   \n",
       "293            360.0             1                   1                   0   \n",
       "...              ...           ...                 ...                 ...   \n",
       "8774          2892.0             1                   0                   0   \n",
       "8790             NaN             0                   0                   0   \n",
       "8798          1080.0             1                   0                   0   \n",
       "8801          2600.0             1                   0                   0   \n",
       "8802             NaN             1                   0                   0   \n",
       "8816          1224.0             1                   0                   0   \n",
       "8818           120.0             1                   0                   0   \n",
       "8820          1224.0             1                   0                   0   \n",
       "8826           144.0             1                   0                   0   \n",
       "8827           800.0             1                   0                   0   \n",
       "8828          2920.0             1                   0                   0   \n",
       "8829          1050.0             1                   0                   0   \n",
       "8832         10000.0             1                   0                   0   \n",
       "8833           703.0             1                   0                   0   \n",
       "8834          6300.0             1                   0                   0   \n",
       "8835           256.0             1                   0                   0   \n",
       "8836            56.0             1                   0                   0   \n",
       "8837            72.0             1                   0                   0   \n",
       "8838           160.0             1                   0                   0   \n",
       "8839            32.0             1                   0                   0   \n",
       "8840          1100.0             1                   0                   0   \n",
       "8841            64.0             1                   0                   0   \n",
       "8842            80.0             1                   0                   0   \n",
       "8843            90.0             1                   0                   0   \n",
       "8844          1270.0             0                   0                   0   \n",
       "8847            36.0             1                   0                   0   \n",
       "8855          1550.0             1                   0                   0   \n",
       "8856          1500.0             1                   0                   0   \n",
       "8857           432.0             1                   0                   0   \n",
       "8858           330.0             1                   0                   0   \n",
       "\n",
       "         Usage Description   Usage Description 2 Usage Description 3  \n",
       "225                Unusual               Unusual        Not provided  \n",
       "226                Storage               Storage        Not provided  \n",
       "227                Storage               Storage        Not provided  \n",
       "231                Storage               Storage        Not provided  \n",
       "232                Storage               Storage        Not provided  \n",
       "233                Storage               Storage        Not provided  \n",
       "234                Storage               Storage        Not provided  \n",
       "235                Storage               Storage        Not provided  \n",
       "236                Storage               Storage        Not provided  \n",
       "237                Storage               Storage        Not provided  \n",
       "238                Storage               Storage        Not provided  \n",
       "240                Storage               Storage        Not provided  \n",
       "253               Assembly              Assembly        Not provided  \n",
       "256                Storage               Storage        Not provided  \n",
       "257               Assembly              Assembly        Not provided  \n",
       "258                Storage               Storage        Not provided  \n",
       "260                Storage               Storage        Not provided  \n",
       "261                Storage               Storage        Not provided  \n",
       "271                Storage               Storage        Not provided  \n",
       "275             Industrial            Industrial        Not provided  \n",
       "279               Assembly              Assembly        Not provided  \n",
       "280                Storage           Residential        Not provided  \n",
       "281                Storage           Residential        Not provided  \n",
       "282                Storage           Residential        Not provided  \n",
       "283                Storage           Residential        Not provided  \n",
       "284                Storage           Residential        Not provided  \n",
       "285                Storage           Residential        Not provided  \n",
       "286                Storage               Storage        Not provided  \n",
       "291                Storage               Storage        Not provided  \n",
       "293                Storage               Storage        Not provided  \n",
       "...                    ...                   ...                 ...  \n",
       "8774              Business              Business        Not provided  \n",
       "8790          Not provided                   NaN                 NaN  \n",
       "8798               Storage               Storage                 NaN  \n",
       "8801               Storage               Storage                 NaN  \n",
       "8802  Utiility & Miscellan                   NaN                 NaN  \n",
       "8816               Storage  Utiility & Miscellan                 NaN  \n",
       "8818               Storage                   NaN                 NaN  \n",
       "8820               Storage  Utiility & Miscellan                 NaN  \n",
       "8826               Storage               Storage                 NaN  \n",
       "8827               Storage               Storage                 NaN  \n",
       "8828               Storage               Storage                 NaN  \n",
       "8829               Storage               Storage                 NaN  \n",
       "8832               Storage               Storage                 NaN  \n",
       "8833              Business              Business                 NaN  \n",
       "8834              Business              Business                 NaN  \n",
       "8835               Storage               Storage                 NaN  \n",
       "8836  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8837               Storage               Storage                 NaN  \n",
       "8838  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8839               Storage               Storage                 NaN  \n",
       "8840               Storage               Storage                 NaN  \n",
       "8841  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8842  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8843               Storage               Storage                 NaN  \n",
       "8844  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8847  Utiility & Miscellan  Utiility & Miscellan                 NaN  \n",
       "8855               Storage                   NaN                 NaN  \n",
       "8856               Storage                   NaN                 NaN  \n",
       "8857               Storage                   NaN                 NaN  \n",
       "8858               Storage                   NaN                 NaN  \n",
       "\n",
       "[289 rows x 22 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1[bool_series2] #rows where 'Year Constructed' has NA value \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "        vertical-align: top;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Agency Name</th>\n",
       "      <th>Location Name</th>\n",
       "      <th>Address</th>\n",
       "      <th>City</th>\n",
       "      <th>Zip code</th>\n",
       "      <th>County</th>\n",
       "      <th>Congress Dist</th>\n",
       "      <th>Congressional Full Name</th>\n",
       "      <th>Rep Dist</th>\n",
       "      <th>Rep Full Name</th>\n",
       "      <th>...</th>\n",
       "      <th>Bldg Status</th>\n",
       "      <th>Year Acquired</th>\n",
       "      <th>Year Constructed</th>\n",
       "      <th>Square Footage</th>\n",
       "      <th>Total Floors</th>\n",
       "      <th>Floors Above Grade</th>\n",
       "      <th>Floors Below Grade</th>\n",
       "      <th>Usage Description</th>\n",
       "      <th>Usage Description 2</th>\n",
       "      <th>Usage Description 3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Rock Island Trail State Park - Stark County</td>\n",
       "      <td>Rr #1, Box 64</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>61491</td>\n",
       "      <td>Stark</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Rock Island Trail State Park - Stark County</td>\n",
       "      <td>Rr #1, Box 64</td>\n",
       "      <td>Wyoming</td>\n",
       "      <td>61491</td>\n",
       "      <td>Stark</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>73</td>\n",
       "      <td>Spain Ryan</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>181</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>Vandalia Correctional Center - Fayette County</td>\n",
       "      <td>P.o. Box 500, Rte. 51 N.</td>\n",
       "      <td>Vandalia</td>\n",
       "      <td>62471</td>\n",
       "      <td>Fayette</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>107</td>\n",
       "      <td>Cavaletto John</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>333</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Gurnee - Lake County</td>\n",
       "      <td>3516 West Washington Street</td>\n",
       "      <td>Gurnee</td>\n",
       "      <td>60031</td>\n",
       "      <td>Lake</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>99</td>\n",
       "      <td>Wojcicki Jimene Sara</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>421</th>\n",
       "      <td>Northern Illinois University</td>\n",
       "      <td>Northern Illinois University - DeKalb</td>\n",
       "      <td>Northern Illinois University</td>\n",
       "      <td>Dekalb</td>\n",
       "      <td>60115</td>\n",
       "      <td>DeKalb</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>70</td>\n",
       "      <td>Pritchard Robert W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>1999.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>Education</td>\n",
       "      <td>Education</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>422</th>\n",
       "      <td>Northern Illinois University</td>\n",
       "      <td>Northern Illinois University - DeKalb</td>\n",
       "      <td>1805 West Lincoln Hwy</td>\n",
       "      <td>Dekalb</td>\n",
       "      <td>60115</td>\n",
       "      <td>DeKalb</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>70</td>\n",
       "      <td>Pritchard Robert W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>1920.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>507</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Chain O'Lakes CA and SP - McHenry County</td>\n",
       "      <td>39947 North State Park Road</td>\n",
       "      <td>Spring Grove</td>\n",
       "      <td>60081</td>\n",
       "      <td>McHenry</td>\n",
       "      <td>14</td>\n",
       "      <td>Randy Hultgren</td>\n",
       "      <td>64</td>\n",
       "      <td>Wheeler Barbara</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>540</th>\n",
       "      <td>Department of Agriculture</td>\n",
       "      <td>DuQuoin State Fairgrounds - Perry County</td>\n",
       "      <td>Route #2, Box 306</td>\n",
       "      <td>Duquoin</td>\n",
       "      <td>62832</td>\n",
       "      <td>Perry</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>1988.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>551</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Nauvoo State Park - Hancock County</td>\n",
       "      <td>So Sidney</td>\n",
       "      <td>Nauvoo</td>\n",
       "      <td>62354</td>\n",
       "      <td>Hancock</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>94</td>\n",
       "      <td>Frese Randy E.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>552</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Nauvoo State Park - Hancock County</td>\n",
       "      <td>Kimball Street</td>\n",
       "      <td>Nauvoo</td>\n",
       "      <td>62354</td>\n",
       "      <td>Hancock</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>94</td>\n",
       "      <td>Frese Randy E.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>805</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Rice Lake Conservation Area - Fulton County</td>\n",
       "      <td>R. R. #3</td>\n",
       "      <td>Canton</td>\n",
       "      <td>61520</td>\n",
       "      <td>Fulton</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>91</td>\n",
       "      <td>Unes Michael D.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1064</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Dixon Springs Maintenance Storage Facility - P...</td>\n",
       "      <td>Rt. 145 1 Mi. S Of Rt. 146</td>\n",
       "      <td>Dixon Springs</td>\n",
       "      <td>62943</td>\n",
       "      <td>Pope</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1148</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1963.0</td>\n",
       "      <td>1963.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1149</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1968.0</td>\n",
       "      <td>1968.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1151</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>1985.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Assembly</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1163</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Saline County Conservation Area - Saline County</td>\n",
       "      <td>R.r. #1 Box 30</td>\n",
       "      <td>Equality</td>\n",
       "      <td>62934</td>\n",
       "      <td>Saline</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1960.0</td>\n",
       "      <td>1960.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1473</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Golconda Marina</td>\n",
       "      <td>Ohio River Rec Area</td>\n",
       "      <td>Golconda</td>\n",
       "      <td>62938</td>\n",
       "      <td>Pope</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1827</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Siloam Springs State Park - Adams County</td>\n",
       "      <td>Rr #1, Box 204</td>\n",
       "      <td>Clayton</td>\n",
       "      <td>62324</td>\n",
       "      <td>Adams</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>94</td>\n",
       "      <td>Frese Randy E.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2289</th>\n",
       "      <td>Department of Human Services</td>\n",
       "      <td>Tinley Park Mental Health Center - Cook County</td>\n",
       "      <td>7400 West 183rd Street</td>\n",
       "      <td>Tinley Park</td>\n",
       "      <td>60477</td>\n",
       "      <td>Cook</td>\n",
       "      <td>1</td>\n",
       "      <td>Bobby L. Rush</td>\n",
       "      <td>38</td>\n",
       "      <td>Riley Al</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2290</th>\n",
       "      <td>Department of Human Services</td>\n",
       "      <td>Tinley Park Mental Health Center - Cook County</td>\n",
       "      <td>7400 West 183rd Street</td>\n",
       "      <td>Tinley Park</td>\n",
       "      <td>60477</td>\n",
       "      <td>Cook</td>\n",
       "      <td>1</td>\n",
       "      <td>Bobby L. Rush</td>\n",
       "      <td>38</td>\n",
       "      <td>Riley Al</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2291</th>\n",
       "      <td>Department of Human Services</td>\n",
       "      <td>Tinley Park Mental Health Center - Cook County</td>\n",
       "      <td>7400 West 183rd Street</td>\n",
       "      <td>Tinley Park</td>\n",
       "      <td>60477</td>\n",
       "      <td>Cook</td>\n",
       "      <td>1</td>\n",
       "      <td>Bobby L. Rush</td>\n",
       "      <td>38</td>\n",
       "      <td>Riley Al</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2384</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Giant City State Park &amp; Lodge - Jackson County</td>\n",
       "      <td>P.o. Box 70</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Residential</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2385</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Giant City State Park &amp; Lodge - Jackson County</td>\n",
       "      <td>P.o. Box 70</td>\n",
       "      <td>Makanda</td>\n",
       "      <td>62958</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2391</th>\n",
       "      <td>Historic Preservation Agency</td>\n",
       "      <td>Shawneetown Bank Historic Site - Gallatin County</td>\n",
       "      <td>Rr #1</td>\n",
       "      <td>Old Shawneetown</td>\n",
       "      <td>62984</td>\n",
       "      <td>Gallatin</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>118</td>\n",
       "      <td>Phelps Brandon W.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2392</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Starved Rock State Park &amp; Lodge - LaSalle County</td>\n",
       "      <td>Starved Rock Sp</td>\n",
       "      <td>Utica</td>\n",
       "      <td>61373</td>\n",
       "      <td>LaSalle</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>76</td>\n",
       "      <td>Long Jerry Lee</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2402</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Pere Marquette State Park - Jersey County</td>\n",
       "      <td>P.o. Box 158</td>\n",
       "      <td>Grafton</td>\n",
       "      <td>62037</td>\n",
       "      <td>Jersey</td>\n",
       "      <td>13</td>\n",
       "      <td>Rodney L. Davis</td>\n",
       "      <td>100</td>\n",
       "      <td>Davidsmeyer C. D.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2407</th>\n",
       "      <td>Department of Veterans' Affairs</td>\n",
       "      <td>Illinois Veterans' Home at Manteno</td>\n",
       "      <td>One Veterans Drive</td>\n",
       "      <td>Manteno</td>\n",
       "      <td>60950</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>2</td>\n",
       "      <td>Robin Kelly</td>\n",
       "      <td>34</td>\n",
       "      <td>Sims, Jr. Elgie R.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2408</th>\n",
       "      <td>Department of Veterans' Affairs</td>\n",
       "      <td>Illinois Veterans' Home at Manteno</td>\n",
       "      <td>One Veterans Drive</td>\n",
       "      <td>Manteno</td>\n",
       "      <td>60950</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>2</td>\n",
       "      <td>Robin Kelly</td>\n",
       "      <td>34</td>\n",
       "      <td>Sims, Jr. Elgie R.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>Health Care</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2410</th>\n",
       "      <td>Department of Veterans' Affairs</td>\n",
       "      <td>Illinois Veterans' Home at Manteno</td>\n",
       "      <td>One Veterans Drive</td>\n",
       "      <td>Manteno</td>\n",
       "      <td>60950</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>2</td>\n",
       "      <td>Robin Kelly</td>\n",
       "      <td>34</td>\n",
       "      <td>Sims, Jr. Elgie R.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2413</th>\n",
       "      <td>Department of Human Services</td>\n",
       "      <td>Alton Mental Health Center - Madison County</td>\n",
       "      <td>4500 College Ave</td>\n",
       "      <td>Alton</td>\n",
       "      <td>62202</td>\n",
       "      <td>Madison</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>111</td>\n",
       "      <td>Beiser Daniel V.</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2414</th>\n",
       "      <td>Department of Human Services</td>\n",
       "      <td>Lincoln Developmental Center - Logan County</td>\n",
       "      <td>861 South State Street</td>\n",
       "      <td>Lincoln</td>\n",
       "      <td>62656</td>\n",
       "      <td>Logan</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>87</td>\n",
       "      <td>Butler Tim</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>1951.0</td>\n",
       "      <td>1951.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Education</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2422</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>Stateville Correctional Center - Joliet</td>\n",
       "      <td>Rt 53 &amp; Division St</td>\n",
       "      <td>Joliet</td>\n",
       "      <td>60434</td>\n",
       "      <td>Will</td>\n",
       "      <td>11</td>\n",
       "      <td>Bill Foster</td>\n",
       "      <td>86</td>\n",
       "      <td>Walsh, Jr. Lawrence M.</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Detention &amp; Correc</td>\n",
       "      <td>Detention &amp; Correc</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2426</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>East Moline Correctional Center - Rock Island ...</td>\n",
       "      <td>100 Hillcrest Road</td>\n",
       "      <td>East Moline</td>\n",
       "      <td>61244</td>\n",
       "      <td>Rock Island</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>72</td>\n",
       "      <td>Halpin Michael</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2427</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>East Moline Correctional Center - Rock Island ...</td>\n",
       "      <td>100 Hillcrest Road</td>\n",
       "      <td>East Moline</td>\n",
       "      <td>61244</td>\n",
       "      <td>Rock Island</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>72</td>\n",
       "      <td>Halpin Michael</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2430</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>East Moline Correctional Center - Rock Island ...</td>\n",
       "      <td>100 Hillcrest Road</td>\n",
       "      <td>East Moline</td>\n",
       "      <td>61244</td>\n",
       "      <td>Rock Island</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>72</td>\n",
       "      <td>Halpin Michael</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2431</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>East Moline Correctional Center - Rock Island ...</td>\n",
       "      <td>100 Hillcrest Road</td>\n",
       "      <td>East Moline</td>\n",
       "      <td>61244</td>\n",
       "      <td>Rock Island</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>72</td>\n",
       "      <td>Halpin Michael</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2432</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>East Moline Correctional Center - Rock Island ...</td>\n",
       "      <td>100 Hillcrest Road</td>\n",
       "      <td>East Moline</td>\n",
       "      <td>61244</td>\n",
       "      <td>Rock Island</td>\n",
       "      <td>17</td>\n",
       "      <td>Cheri Bustos</td>\n",
       "      <td>72</td>\n",
       "      <td>Halpin Michael</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2442</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>Cabondale Campus</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2443</th>\n",
       "      <td>Southern Illinois University</td>\n",
       "      <td>Southern Illinois University - Carbondale</td>\n",
       "      <td>Carbondale Campus</td>\n",
       "      <td>Carbondale</td>\n",
       "      <td>62901</td>\n",
       "      <td>Jackson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2457</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Franklin Creek Natural Area - Lee County</td>\n",
       "      <td>1872 Twist Road</td>\n",
       "      <td>Franklin Grove</td>\n",
       "      <td>61031</td>\n",
       "      <td>Lee</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>90</td>\n",
       "      <td>Demmer Tom</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2943</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Illini State Park - LaSalle County</td>\n",
       "      <td>Rural Route 1</td>\n",
       "      <td>Marseilles</td>\n",
       "      <td>61341</td>\n",
       "      <td>LaSalle</td>\n",
       "      <td>16</td>\n",
       "      <td>Adam Kinzinger</td>\n",
       "      <td>76</td>\n",
       "      <td>Long Jerry Lee</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3525</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Moraine View State Park - McLean County</td>\n",
       "      <td>R.r. #2, Box 110</td>\n",
       "      <td>Leroy</td>\n",
       "      <td>61752</td>\n",
       "      <td>McLean</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>101</td>\n",
       "      <td>Mitchell Bill</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Storage</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3530</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Moraine View State Park - McLean County</td>\n",
       "      <td>R.r. #2, Box 110</td>\n",
       "      <td>Leroy</td>\n",
       "      <td>61752</td>\n",
       "      <td>McLean</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>101</td>\n",
       "      <td>Mitchell Bill</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1991.0</td>\n",
       "      <td>1991.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3533</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Moraine View State Park - McLean County</td>\n",
       "      <td>R.r. #2, Box 110</td>\n",
       "      <td>Leroy</td>\n",
       "      <td>61752</td>\n",
       "      <td>McLean</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>101</td>\n",
       "      <td>Mitchell Bill</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3534</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Moraine View State Park - McLean County</td>\n",
       "      <td>R.r. #2, Box 110</td>\n",
       "      <td>Leroy</td>\n",
       "      <td>61752</td>\n",
       "      <td>McLean</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>101</td>\n",
       "      <td>Mitchell Bill</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>1994.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Business</td>\n",
       "      <td>Business</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3535</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Moraine View State Park - McLean County</td>\n",
       "      <td>R.r. #2, Box 110</td>\n",
       "      <td>Leroy</td>\n",
       "      <td>61752</td>\n",
       "      <td>McLean</td>\n",
       "      <td>18</td>\n",
       "      <td>Darin M. LaHood</td>\n",
       "      <td>101</td>\n",
       "      <td>Mitchell Bill</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1996.0</td>\n",
       "      <td>1996.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Mercantile</td>\n",
       "      <td>Mercantile</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5679</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>Robinson Correctional Center - Crawford County</td>\n",
       "      <td>13423 East 1150th Avenue</td>\n",
       "      <td>Robinson</td>\n",
       "      <td>62454</td>\n",
       "      <td>Crawford</td>\n",
       "      <td>15</td>\n",
       "      <td>John Shimkus</td>\n",
       "      <td>110</td>\n",
       "      <td>Phillips Reginald</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>1990.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5706</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>Big Muddy Correctional Center - Jefferson County</td>\n",
       "      <td>Rt. 37, P. O. Box 1000</td>\n",
       "      <td>Ina</td>\n",
       "      <td>62846</td>\n",
       "      <td>Jefferson</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>115</td>\n",
       "      <td>Bryant Terri</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1992.0</td>\n",
       "      <td>1992.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Industrial</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5750</th>\n",
       "      <td>Department of Corrections</td>\n",
       "      <td>Pinckneyville Correctional Center - Perry County</td>\n",
       "      <td>Route #154 East</td>\n",
       "      <td>Pinckneyville</td>\n",
       "      <td>62274</td>\n",
       "      <td>Perry</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>1997.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>Detention &amp; Correc</td>\n",
       "      <td>Business</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8662</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Horseshoe Lake State Park - Madison County</td>\n",
       "      <td>3321 State Route 111</td>\n",
       "      <td>Granite City</td>\n",
       "      <td>62040</td>\n",
       "      <td>Madison</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>112</td>\n",
       "      <td>Stuart Katie</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8676</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Kankakee River Conservation Area and State Park</td>\n",
       "      <td>Kankakee River Conservation Area and State Park</td>\n",
       "      <td>Bourbonnais</td>\n",
       "      <td>60914</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>2</td>\n",
       "      <td>Robin Kelly</td>\n",
       "      <td>79</td>\n",
       "      <td>Parkhurst Lindsay</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2015.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8677</th>\n",
       "      <td>Department of Natural Resources</td>\n",
       "      <td>Kankakee River Conservation Area and State Park</td>\n",
       "      <td>Kankakee River Conservation Area and State Park</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>60914</td>\n",
       "      <td>Kankakee</td>\n",
       "      <td>2</td>\n",
       "      <td>Robin Kelly</td>\n",
       "      <td>79</td>\n",
       "      <td>Parkhurst Lindsay</td>\n",
       "      <td>...</td>\n",
       "      <td>Abandon</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8686</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Missouri Avenue Pump Station</td>\n",
       "      <td>200 Missouri Avenue</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8687</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>42nd Street Pump Station</td>\n",
       "      <td>4301 St. Clair Avenue</td>\n",
       "      <td>East St. Louis</td>\n",
       "      <td>62201</td>\n",
       "      <td>St. Clair</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>114</td>\n",
       "      <td>Greenwood LaToya</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8688</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>McCambridge Pump Station</td>\n",
       "      <td>300 IL Route 203</td>\n",
       "      <td>Madison</td>\n",
       "      <td>62060</td>\n",
       "      <td>Madison</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>113</td>\n",
       "      <td>Hoffman Jay</td>\n",
       "      <td>...</td>\n",
       "      <td>In Use</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Unusual</td>\n",
       "      <td>Not provided</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8790</th>\n",
       "      <td>Department of Transportation</td>\n",
       "      <td>Frankfort</td>\n",
       "      <td>USE THIS NUMBER FOR THE NEXT NEW BUILDING # AT...</td>\n",
       "      <td>SPRINGFIELD</td>\n",
       "      <td>62703</td>\n",
       "      <td>Will</td>\n",
       "      <td>1</td>\n",
       "      <td>Bobby L. Rush</td>\n",
       "      <td>80</td>\n",
       "      <td>DeLuca Anthony</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Not provided</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8802</th>\n",
       "      <td>Department of Military Affairs</td>\n",
       "      <td>Sparta Armory - Randolph County</td>\n",
       "      <td>1803 North Hill Crest Dr</td>\n",
       "      <td>Sparta</td>\n",
       "      <td>62286</td>\n",
       "      <td>Randolph</td>\n",
       "      <td>12</td>\n",
       "      <td>Mike Bost</td>\n",
       "      <td>116</td>\n",
       "      <td>Costello, II Jerry</td>\n",
       "      <td>...</td>\n",
       "      <td>In Progress</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>Utiility &amp; Miscellan</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>57 rows × 22 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                          Agency Name  \\\n",
       "74    Department of Natural Resources   \n",
       "76    Department of Natural Resources   \n",
       "181         Department of Corrections   \n",
       "333      Department of Transportation   \n",
       "421      Northern Illinois University   \n",
       "422      Northern Illinois University   \n",
       "507   Department of Natural Resources   \n",
       "540         Department of Agriculture   \n",
       "551   Department of Natural Resources   \n",
       "552   Department of Natural Resources   \n",
       "805   Department of Natural Resources   \n",
       "1064     Department of Transportation   \n",
       "1148  Department of Natural Resources   \n",
       "1149  Department of Natural Resources   \n",
       "1151  Department of Natural Resources   \n",
       "1163  Department of Natural Resources   \n",
       "1473  Department of Natural Resources   \n",
       "1827  Department of Natural Resources   \n",
       "2289     Department of Human Services   \n",
       "2290     Department of Human Services   \n",
       "2291     Department of Human Services   \n",
       "2384  Department of Natural Resources   \n",
       "2385  Department of Natural Resources   \n",
       "2391     Historic Preservation Agency   \n",
       "2392  Department of Natural Resources   \n",
       "2402  Department of Natural Resources   \n",
       "2407  Department of Veterans' Affairs   \n",
       "2408  Department of Veterans' Affairs   \n",
       "2410  Department of Veterans' Affairs   \n",
       "2413     Department of Human Services   \n",
       "2414     Department of Human Services   \n",
       "2422        Department of Corrections   \n",
       "2426        Department of Corrections   \n",
       "2427        Department of Corrections   \n",
       "2430        Department of Corrections   \n",
       "2431        Department of Corrections   \n",
       "2432        Department of Corrections   \n",
       "2442     Southern Illinois University   \n",
       "2443     Southern Illinois University   \n",
       "2457  Department of Natural Resources   \n",
       "2943  Department of Natural Resources   \n",
       "3525  Department of Natural Resources   \n",
       "3530  Department of Natural Resources   \n",
       "3533  Department of Natural Resources   \n",
       "3534  Department of Natural Resources   \n",
       "3535  Department of Natural Resources   \n",
       "5679        Department of Corrections   \n",
       "5706        Department of Corrections   \n",
       "5750        Department of Corrections   \n",
       "8662  Department of Natural Resources   \n",
       "8676  Department of Natural Resources   \n",
       "8677  Department of Natural Resources   \n",
       "8686     Department of Transportation   \n",
       "8687     Department of Transportation   \n",
       "8688     Department of Transportation   \n",
       "8790     Department of Transportation   \n",
       "8802   Department of Military Affairs   \n",
       "\n",
       "                                          Location Name  \\\n",
       "74          Rock Island Trail State Park - Stark County   \n",
       "76          Rock Island Trail State Park - Stark County   \n",
       "181       Vandalia Correctional Center - Fayette County   \n",
       "333                                Gurnee - Lake County   \n",
       "421               Northern Illinois University - DeKalb   \n",
       "422               Northern Illinois University - DeKalb   \n",
       "507            Chain O'Lakes CA and SP - McHenry County   \n",
       "540            DuQuoin State Fairgrounds - Perry County   \n",
       "551                  Nauvoo State Park - Hancock County   \n",
       "552                  Nauvoo State Park - Hancock County   \n",
       "805         Rice Lake Conservation Area - Fulton County   \n",
       "1064  Dixon Springs Maintenance Storage Facility - P...   \n",
       "1148    Saline County Conservation Area - Saline County   \n",
       "1149    Saline County Conservation Area - Saline County   \n",
       "1151    Saline County Conservation Area - Saline County   \n",
       "1163    Saline County Conservation Area - Saline County   \n",
       "1473                                    Golconda Marina   \n",
       "1827           Siloam Springs State Park - Adams County   \n",
       "2289     Tinley Park Mental Health Center - Cook County   \n",
       "2290     Tinley Park Mental Health Center - Cook County   \n",
       "2291     Tinley Park Mental Health Center - Cook County   \n",
       "2384     Giant City State Park & Lodge - Jackson County   \n",
       "2385     Giant City State Park & Lodge - Jackson County   \n",
       "2391   Shawneetown Bank Historic Site - Gallatin County   \n",
       "2392   Starved Rock State Park & Lodge - LaSalle County   \n",
       "2402          Pere Marquette State Park - Jersey County   \n",
       "2407                 Illinois Veterans' Home at Manteno   \n",
       "2408                 Illinois Veterans' Home at Manteno   \n",
       "2410                 Illinois Veterans' Home at Manteno   \n",
       "2413        Alton Mental Health Center - Madison County   \n",
       "2414        Lincoln Developmental Center - Logan County   \n",
       "2422            Stateville Correctional Center - Joliet   \n",
       "2426  East Moline Correctional Center - Rock Island ...   \n",
       "2427  East Moline Correctional Center - Rock Island ...   \n",
       "2430  East Moline Correctional Center - Rock Island ...   \n",
       "2431  East Moline Correctional Center - Rock Island ...   \n",
       "2432  East Moline Correctional Center - Rock Island ...   \n",
       "2442          Southern Illinois University - Carbondale   \n",
       "2443          Southern Illinois University - Carbondale   \n",
       "2457           Franklin Creek Natural Area - Lee County   \n",
       "2943                 Illini State Park - LaSalle County   \n",
       "3525            Moraine View State Park - McLean County   \n",
       "3530            Moraine View State Park - McLean County   \n",
       "3533            Moraine View State Park - McLean County   \n",
       "3534            Moraine View State Park - McLean County   \n",
       "3535            Moraine View State Park - McLean County   \n",
       "5679     Robinson Correctional Center - Crawford County   \n",
       "5706   Big Muddy Correctional Center - Jefferson County   \n",
       "5750   Pinckneyville Correctional Center - Perry County   \n",
       "8662         Horseshoe Lake State Park - Madison County   \n",
       "8676    Kankakee River Conservation Area and State Park   \n",
       "8677    Kankakee River Conservation Area and State Park   \n",
       "8686                       Missouri Avenue Pump Station   \n",
       "8687                           42nd Street Pump Station   \n",
       "8688                           McCambridge Pump Station   \n",
       "8790                                          Frankfort   \n",
       "8802                    Sparta Armory - Randolph County   \n",
       "\n",
       "                                                Address             City  \\\n",
       "74                                        Rr #1, Box 64          Wyoming   \n",
       "76                                        Rr #1, Box 64          Wyoming   \n",
       "181                            P.o. Box 500, Rte. 51 N.         Vandalia   \n",
       "333                         3516 West Washington Street           Gurnee   \n",
       "421                        Northern Illinois University           Dekalb   \n",
       "422                               1805 West Lincoln Hwy           Dekalb   \n",
       "507                         39947 North State Park Road     Spring Grove   \n",
       "540                                   Route #2, Box 306          Duquoin   \n",
       "551                                           So Sidney           Nauvoo   \n",
       "552                                      Kimball Street           Nauvoo   \n",
       "805                                            R. R. #3           Canton   \n",
       "1064                         Rt. 145 1 Mi. S Of Rt. 146    Dixon Springs   \n",
       "1148                                     R.r. #1 Box 30         Equality   \n",
       "1149                                     R.r. #1 Box 30         Equality   \n",
       "1151                                     R.r. #1 Box 30         Equality   \n",
       "1163                                     R.r. #1 Box 30         Equality   \n",
       "1473                                Ohio River Rec Area         Golconda   \n",
       "1827                                     Rr #1, Box 204          Clayton   \n",
       "2289                             7400 West 183rd Street      Tinley Park   \n",
       "2290                             7400 West 183rd Street      Tinley Park   \n",
       "2291                             7400 West 183rd Street      Tinley Park   \n",
       "2384                                        P.o. Box 70          Makanda   \n",
       "2385                                        P.o. Box 70          Makanda   \n",
       "2391                                              Rr #1  Old Shawneetown   \n",
       "2392                                    Starved Rock Sp            Utica   \n",
       "2402                                       P.o. Box 158          Grafton   \n",
       "2407                                 One Veterans Drive          Manteno   \n",
       "2408                                 One Veterans Drive          Manteno   \n",
       "2410                                 One Veterans Drive          Manteno   \n",
       "2413                                   4500 College Ave            Alton   \n",
       "2414                             861 South State Street          Lincoln   \n",
       "2422                                Rt 53 & Division St           Joliet   \n",
       "2426                                 100 Hillcrest Road      East Moline   \n",
       "2427                                 100 Hillcrest Road      East Moline   \n",
       "2430                                 100 Hillcrest Road      East Moline   \n",
       "2431                                 100 Hillcrest Road      East Moline   \n",
       "2432                                 100 Hillcrest Road      East Moline   \n",
       "2442                                   Cabondale Campus       Carbondale   \n",
       "2443                                  Carbondale Campus       Carbondale   \n",
       "2457                                    1872 Twist Road   Franklin Grove   \n",
       "2943                                      Rural Route 1       Marseilles   \n",
       "3525                                   R.r. #2, Box 110            Leroy   \n",
       "3530                                   R.r. #2, Box 110            Leroy   \n",
       "3533                                   R.r. #2, Box 110            Leroy   \n",
       "3534                                   R.r. #2, Box 110            Leroy   \n",
       "3535                                   R.r. #2, Box 110            Leroy   \n",
       "5679                           13423 East 1150th Avenue         Robinson   \n",
       "5706                             Rt. 37, P. O. Box 1000              Ina   \n",
       "5750                                    Route #154 East    Pinckneyville   \n",
       "8662                               3321 State Route 111     Granite City   \n",
       "8676    Kankakee River Conservation Area and State Park      Bourbonnais   \n",
       "8677    Kankakee River Conservation Area and State Park         Kankakee   \n",
       "8686                                200 Missouri Avenue   East St. Louis   \n",
       "8687                              4301 St. Clair Avenue   East St. Louis   \n",
       "8688                                   300 IL Route 203          Madison   \n",
       "8790  USE THIS NUMBER FOR THE NEXT NEW BUILDING # AT...      SPRINGFIELD   \n",
       "8802                           1803 North Hill Crest Dr           Sparta   \n",
       "\n",
       "      Zip code       County  Congress Dist Congressional Full Name  Rep Dist  \\\n",
       "74       61491        Stark             18         Darin M. LaHood        73   \n",
       "76       61491        Stark             18         Darin M. LaHood        73   \n",
       "181      62471      Fayette             15            John Shimkus       107   \n",
       "333      60031         Lake             18         Darin M. LaHood        99   \n",
       "421      60115       DeKalb             16          Adam Kinzinger        70   \n",
       "422      60115       DeKalb             16          Adam Kinzinger        70   \n",
       "507      60081      McHenry             14          Randy Hultgren        64   \n",
       "540      62832        Perry             12               Mike Bost       115   \n",
       "551      62354      Hancock             18         Darin M. LaHood        94   \n",
       "552      62354      Hancock             18         Darin M. LaHood        94   \n",
       "805      61520       Fulton             17            Cheri Bustos        91   \n",
       "1064     62943         Pope             15            John Shimkus       118   \n",
       "1148     62934       Saline             15            John Shimkus       118   \n",
       "1149     62934       Saline             15            John Shimkus       118   \n",
       "1151     62934       Saline             15            John Shimkus       118   \n",
       "1163     62934       Saline             15            John Shimkus       118   \n",
       "1473     62938         Pope             15            John Shimkus       118   \n",
       "1827     62324        Adams             18         Darin M. LaHood        94   \n",
       "2289     60477         Cook              1           Bobby L. Rush        38   \n",
       "2290     60477         Cook              1           Bobby L. Rush        38   \n",
       "2291     60477         Cook              1           Bobby L. Rush        38   \n",
       "2384     62958      Jackson             12               Mike Bost       118   \n",
       "2385     62958      Jackson             12               Mike Bost       118   \n",
       "2391     62984     Gallatin             15            John Shimkus       118   \n",
       "2392     61373      LaSalle             16          Adam Kinzinger        76   \n",
       "2402     62037       Jersey             13         Rodney L. Davis       100   \n",
       "2407     60950     Kankakee              2             Robin Kelly        34   \n",
       "2408     60950     Kankakee              2             Robin Kelly        34   \n",
       "2410     60950     Kankakee              2             Robin Kelly        34   \n",
       "2413     62202      Madison             12               Mike Bost       111   \n",
       "2414     62656        Logan             18         Darin M. LaHood        87   \n",
       "2422     60434         Will             11             Bill Foster        86   \n",
       "2426     61244  Rock Island             17            Cheri Bustos        72   \n",
       "2427     61244  Rock Island             17            Cheri Bustos        72   \n",
       "2430     61244  Rock Island             17            Cheri Bustos        72   \n",
       "2431     61244  Rock Island             17            Cheri Bustos        72   \n",
       "2432     61244  Rock Island             17            Cheri Bustos        72   \n",
       "2442     62901      Jackson             12               Mike Bost       115   \n",
       "2443     62901      Jackson             12               Mike Bost       115   \n",
       "2457     61031          Lee             16          Adam Kinzinger        90   \n",
       "2943     61341      LaSalle             16          Adam Kinzinger        76   \n",
       "3525     61752       McLean             18         Darin M. LaHood       101   \n",
       "3530     61752       McLean             18         Darin M. LaHood       101   \n",
       "3533     61752       McLean             18         Darin M. LaHood       101   \n",
       "3534     61752       McLean             18         Darin M. LaHood       101   \n",
       "3535     61752       McLean             18         Darin M. LaHood       101   \n",
       "5679     62454     Crawford             15            John Shimkus       110   \n",
       "5706     62846    Jefferson             12               Mike Bost       115   \n",
       "5750     62274        Perry             12               Mike Bost       116   \n",
       "8662     62040      Madison             12               Mike Bost       112   \n",
       "8676     60914     Kankakee              2             Robin Kelly        79   \n",
       "8677     60914     Kankakee              2             Robin Kelly        79   \n",
       "8686     62201    St. Clair             12               Mike Bost       114   \n",
       "8687     62201    St. Clair             12               Mike Bost       114   \n",
       "8688     62060      Madison             12               Mike Bost       113   \n",
       "8790     62703         Will              1           Bobby L. Rush        80   \n",
       "8802     62286     Randolph             12               Mike Bost       116   \n",
       "\n",
       "               Rep Full Name  ...  Bldg Status Year Acquired Year Constructed  \\\n",
       "74                Spain Ryan  ...       In Use        1988.0           1988.0   \n",
       "76                Spain Ryan  ...       In Use        1988.0           1988.0   \n",
       "181           Cavaletto John  ...       In Use        2001.0           2001.0   \n",
       "333     Wojcicki Jimene Sara  ...       In Use        2001.0           2001.0   \n",
       "421      Pritchard Robert W.  ...       In Use        1999.0           1999.0   \n",
       "422      Pritchard Robert W.  ...       In Use        1997.0           1920.0   \n",
       "507          Wheeler Barbara  ...       In Use        2001.0           2001.0   \n",
       "540             Bryant Terri  ...       In Use        1988.0           1988.0   \n",
       "551           Frese Randy E.  ...       In Use           NaN              NaN   \n",
       "552           Frese Randy E.  ...       In Use           NaN              NaN   \n",
       "805          Unes Michael D.  ...       In Use           NaN              NaN   \n",
       "1064       Phelps Brandon W.  ...       In Use           NaN              NaN   \n",
       "1148       Phelps Brandon W.  ...       In Use        1963.0           1963.0   \n",
       "1149       Phelps Brandon W.  ...       In Use        1968.0           1968.0   \n",
       "1151       Phelps Brandon W.  ...       In Use        1985.0           1985.0   \n",
       "1163       Phelps Brandon W.  ...       In Use        1960.0           1960.0   \n",
       "1473       Phelps Brandon W.  ...       In Use        1990.0           1990.0   \n",
       "1827          Frese Randy E.  ...       In Use           NaN              NaN   \n",
       "2289                Riley Al  ...       In Use           NaN              NaN   \n",
       "2290                Riley Al  ...       In Use           NaN              NaN   \n",
       "2291                Riley Al  ...       In Use           NaN              NaN   \n",
       "2384       Phelps Brandon W.  ...      Abandon           NaN              NaN   \n",
       "2385       Phelps Brandon W.  ...      Abandon           NaN              NaN   \n",
       "2391       Phelps Brandon W.  ...      Abandon           NaN              NaN   \n",
       "2392          Long Jerry Lee  ...      Abandon           NaN              NaN   \n",
       "2402       Davidsmeyer C. D.  ...      Abandon           NaN              NaN   \n",
       "2407      Sims, Jr. Elgie R.  ...      Abandon           NaN              NaN   \n",
       "2408      Sims, Jr. Elgie R.  ...      Abandon           NaN              NaN   \n",
       "2410      Sims, Jr. Elgie R.  ...      Abandon           NaN              NaN   \n",
       "2413        Beiser Daniel V.  ...       In Use           NaN              NaN   \n",
       "2414              Butler Tim  ...      Abandon        1951.0           1951.0   \n",
       "2422  Walsh, Jr. Lawrence M.  ...      Abandon           NaN              NaN   \n",
       "2426          Halpin Michael  ...       In Use           NaN              NaN   \n",
       "2427          Halpin Michael  ...       In Use           NaN              NaN   \n",
       "2430          Halpin Michael  ...       In Use           NaN              NaN   \n",
       "2431          Halpin Michael  ...       In Use           NaN              NaN   \n",
       "2432          Halpin Michael  ...       In Use           NaN              NaN   \n",
       "2442            Bryant Terri  ...      Abandon           NaN              NaN   \n",
       "2443            Bryant Terri  ...      Abandon           NaN              NaN   \n",
       "2457              Demmer Tom  ...       In Use        1990.0           1990.0   \n",
       "2943          Long Jerry Lee  ...       In Use        1990.0           1990.0   \n",
       "3525           Mitchell Bill  ...       In Use        1997.0           1997.0   \n",
       "3530           Mitchell Bill  ...       In Use        1991.0           1991.0   \n",
       "3533           Mitchell Bill  ...       In Use        1994.0           1994.0   \n",
       "3534           Mitchell Bill  ...       In Use        1994.0           1994.0   \n",
       "3535           Mitchell Bill  ...       In Use        1996.0           1996.0   \n",
       "5679       Phillips Reginald  ...       In Use        1990.0           1990.0   \n",
       "5706            Bryant Terri  ...       In Use        1992.0           1992.0   \n",
       "5750      Costello, II Jerry  ...       In Use        1997.0           1997.0   \n",
       "8662            Stuart Katie  ...       In Use           NaN              NaN   \n",
       "8676       Parkhurst Lindsay  ...       In Use           NaN           2015.0   \n",
       "8677       Parkhurst Lindsay  ...      Abandon           NaN              NaN   \n",
       "8686        Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8687        Greenwood LaToya  ...       In Use           NaN              NaN   \n",
       "8688             Hoffman Jay  ...       In Use           NaN              NaN   \n",
       "8790          DeLuca Anthony  ...  In Progress           NaN              NaN   \n",
       "8802      Costello, II Jerry  ...  In Progress           NaN              NaN   \n",
       "\n",
       "      Square Footage  Total Floors  Floors Above Grade  Floors Below Grade  \\\n",
       "74               NaN             1                   1                   0   \n",
       "76               NaN             1                   1                   0   \n",
       "181              NaN             1                   1                   0   \n",
       "333              NaN             1                   1                   0   \n",
       "421              NaN             2                   1                   1   \n",
       "422              NaN             4                   3                   1   \n",
       "507              NaN             1                   1                   0   \n",
       "540              NaN             1                   1                   0   \n",
       "551              NaN             1                   1                   0   \n",
       "552              NaN             1                   1                   0   \n",
       "805              NaN             1                   1                   0   \n",
       "1064             NaN             1                   1                   0   \n",
       "1148             NaN             1                   1                   0   \n",
       "1149             NaN             1                   1                   0   \n",
       "1151             NaN             1                   1                   0   \n",
       "1163             NaN             1                   1                   0   \n",
       "1473             NaN             1                   1                   0   \n",
       "1827             NaN             1                   1                   0   \n",
       "2289             NaN             1                   1                   0   \n",
       "2290             NaN             1                   1                   0   \n",
       "2291             NaN             1                   1                   0   \n",
       "2384             NaN             1                   1                   0   \n",
       "2385             NaN             1                   1                   0   \n",
       "2391             NaN             1                   1                   0   \n",
       "2392             NaN             1                   1                   0   \n",
       "2402             NaN             1                   1                   0   \n",
       "2407             NaN             1                   1                   0   \n",
       "2408             NaN             1                   1                   0   \n",
       "2410             NaN             1                   1                   0   \n",
       "2413             NaN             1                   1                   0   \n",
       "2414             NaN             1                   1                   0   \n",
       "2422             NaN             1                   1                   0   \n",
       "2426             NaN             1                   1                   0   \n",
       "2427             NaN             1                   1                   0   \n",
       "2430             NaN             1                   1                   0   \n",
       "2431             NaN             1                   1                   0   \n",
       "2432             NaN             1                   1                   0   \n",
       "2442             NaN             1                   1                   0   \n",
       "2443             NaN             1                   1                   0   \n",
       "2457             NaN             1                   1                   0   \n",
       "2943             NaN             1                   1                   0   \n",
       "3525             NaN             1                   1                   0   \n",
       "3530             NaN             1                   1                   0   \n",
       "3533             NaN             1                   1                   0   \n",
       "3534             NaN             1                   1                   0   \n",
       "3535             NaN             1                   1                   0   \n",
       "5679             NaN             1                   1                   0   \n",
       "5706             NaN             1                   1                   0   \n",
       "5750             NaN             1                   1                   0   \n",
       "8662             NaN             0                   0                   0   \n",
       "8676             NaN             1                   0                   0   \n",
       "8677             NaN             1                   0                   0   \n",
       "8686             NaN             1                   0                   0   \n",
       "8687             NaN             1                   0                   0   \n",
       "8688             NaN             1                   0                   0   \n",
       "8790             NaN             0                   0                   0   \n",
       "8802             NaN             1                   0                   0   \n",
       "\n",
       "         Usage Description  Usage Description 2 Usage Description 3  \n",
       "74                Assembly             Assembly        Not provided  \n",
       "76                Business             Business        Not provided  \n",
       "181             Industrial           Industrial        Not provided  \n",
       "333                Storage              Storage        Not provided  \n",
       "421              Education            Education        Not provided  \n",
       "422                Storage              Storage        Not provided  \n",
       "507            Residential          Residential        Not provided  \n",
       "540                Storage              Storage        Not provided  \n",
       "551                Storage              Storage        Not provided  \n",
       "552            Residential          Residential        Not provided  \n",
       "805             Industrial              Storage        Not provided  \n",
       "1064               Storage              Storage        Not provided  \n",
       "1148               Storage              Storage        Not provided  \n",
       "1149               Storage              Storage        Not provided  \n",
       "1151              Assembly             Assembly        Not provided  \n",
       "1163               Unusual              Unusual        Not provided  \n",
       "1473               Unusual              Unusual        Not provided  \n",
       "1827            Industrial           Industrial        Not provided  \n",
       "2289            Industrial           Industrial        Not provided  \n",
       "2290            Industrial           Industrial        Not provided  \n",
       "2291            Industrial           Industrial        Not provided  \n",
       "2384           Residential          Residential        Not provided  \n",
       "2385               Storage              Storage        Not provided  \n",
       "2391               Storage              Storage        Not provided  \n",
       "2392            Industrial           Industrial        Not provided  \n",
       "2402               Unusual              Unusual        Not provided  \n",
       "2407            Industrial           Industrial        Not provided  \n",
       "2408           Health Care          Health Care        Not provided  \n",
       "2410            Industrial           Industrial        Not provided  \n",
       "2413            Industrial           Industrial        Not provided  \n",
       "2414            Industrial           Industrial           Education  \n",
       "2422    Detention & Correc   Detention & Correc        Not provided  \n",
       "2426            Industrial           Industrial        Not provided  \n",
       "2427            Industrial           Industrial        Not provided  \n",
       "2430            Industrial           Industrial        Not provided  \n",
       "2431            Industrial           Industrial        Not provided  \n",
       "2432            Industrial           Industrial        Not provided  \n",
       "2442          Not provided         Not provided        Not provided  \n",
       "2443          Not provided         Not provided        Not provided  \n",
       "2457               Unusual              Unusual        Not provided  \n",
       "2943               Storage              Storage        Not provided  \n",
       "3525               Storage              Storage        Not provided  \n",
       "3530               Unusual              Unusual        Not provided  \n",
       "3533               Unusual              Unusual        Not provided  \n",
       "3534              Business             Business        Not provided  \n",
       "3535            Mercantile           Mercantile        Not provided  \n",
       "5679            Industrial           Industrial        Not provided  \n",
       "5706            Industrial           Industrial        Not provided  \n",
       "5750    Detention & Correc             Business        Not provided  \n",
       "8662               Unusual         Not provided        Not provided  \n",
       "8676  Utiility & Miscellan         Not provided        Not provided  \n",
       "8677  Utiility & Miscellan         Not provided        Not provided  \n",
       "8686               Unusual              Unusual        Not provided  \n",
       "8687               Unusual              Unusual        Not provided  \n",
       "8688               Unusual              Unusual        Not provided  \n",
       "8790          Not provided                  NaN                 NaN  \n",
       "8802  Utiility & Miscellan                  NaN                 NaN  \n",
       "\n",
       "[57 rows x 22 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1[bool_series3] #rows where 'Square Footage' has NA value "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8862"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_yr=df1\n",
    "len(df_yr) # total number of rows in the copy data frame\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8544"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# dropping the rows where 'Year Acquired' and 'Year Constructed' have null values & saving the data frame at the same time\n",
    "df_yr.dropna(axis = 0,subset=['Year Acquired','Year Constructed'],inplace=True)\n",
    "\n",
    "# Verifying 'NA' rows are dropped\n",
    "len(df_yr) #updated row count \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plotting the first graph Year Acquired VS Year Constructed\n",
    "\n",
    "# plotting a figure\n",
    "plt.figure()\n",
    "\n",
    "#scatter plot b/n Year Acquired & Year Constructed, point size=5, and plot label\n",
    "plt.scatter(df_yr['Year Acquired'],df_yr['Year Constructed'], s=5,label='Acquired VS Constructed') \n",
    "\n",
    "# labelling axes\n",
    "plt.xlabel(\"Year Acquired\")\n",
    "plt.ylabel(\"Year Constructed\")\n",
    "\n",
    "# including grid in plot\n",
    "plt.grid()\n",
    "\n",
    "# plotting the legend\n",
    "plt.legend()\n",
    "\n",
    "# fiving title to graph\n",
    "plt.title('Graph 1')\n",
    "\n",
    "# displyaing the graph\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In most cases, the Acquired Year is same as Constructed Year. Thus, there are many points on the y=x line. However, there are certain cases where the years are not same."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "###   2. Total square footage as a function of congressional district (\"Congress Dist\")\n",
    "###   3.  Average square footage per floor as a function of congressional district"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_sf=df1\n",
    "\n",
    "# dropping the rows where 'Square Footage' have null values ('NA') & saving the data frame at the same time\n",
    "df_sf.dropna(axis = 0,subset=['Square Footage'],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    Congress Dist  Total Sq Ft    Mean Sq Ft  Total Floors  Avg Sq Ft/Floor\n",
      "0               0     779728.0   5063.168831           207        24.459753\n",
      "1               1    2324262.0  54052.604651           130       415.789267\n",
      "2               2    6285684.0  20082.057508           642        31.280463\n",
      "3               3    1199787.0  34279.628571            69       496.806211\n",
      "4               4     316234.0  35137.111111            19      1849.321637\n",
      "5               5    1623497.0  36077.711111           108       334.052881\n",
      "6               6     145659.0   5602.269231            28       200.081044\n",
      "7               7    9211651.0  83742.281818           517       161.977334\n",
      "8               8    1461512.0  13787.849057           311        44.333920\n",
      "9               9      69750.0   7750.000000            10       775.000000\n",
      "10             10     929267.0   6733.818841           213        31.614173\n",
      "11             11    3467437.0  16127.613953           408        39.528466\n",
      "12             12   12398310.0   7937.458387          2269         3.498219\n",
      "13             13   31814458.0  21731.187158          2869         7.574481\n",
      "14             14     851987.0   3753.246696           313        11.991204\n",
      "15             15    6661277.0   4834.018142          1778         2.718795\n",
      "16             16    8605392.0   8338.558140          1617         5.156808\n",
      "17             17    4288927.0   7100.872517           860         8.256829\n",
      "18             18    8104551.0   7718.620000          1748         4.415686\n"
     ]
    }
   ],
   "source": [
    "# Creating a new data frame for plotting the other two graphs\n",
    "# the data frame used did not have any NA values for Square Footage column\n",
    "\n",
    "#Grouping by Congress Dist\n",
    "\n",
    "temp1=df_sf.groupby(\"Congress Dist\")[\"Square Footage\"].sum()  # Total Square Footage calculated for each Congress Dist\n",
    "temp2=df_sf.groupby(\"Congress Dist\")[\"Square Footage\"].mean() # Mean of Square Footage calculated for each Congress Dist\n",
    "temp3=df_sf.groupby(\"Congress Dist\")[\"Total Floors\"].sum()    # Total Floors calculated for each Congress Dist\n",
    " \n",
    "# data frame created    \n",
    "df2=pd.DataFrame({\n",
    "    'Congress Dist':temp1.index,\n",
    "    'Total Sq Ft':temp1.values,\n",
    "    'Mean Sq Ft':temp2.values,\n",
    "    'Total Floors':temp3.values,\n",
    "    'Avg Sq Ft/Floor':temp2.values/temp3.values\n",
    "})\n",
    "\n",
    "print(df2)  # the new dataframe\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "A data frame with columns **Congressional District**, **Total square footage**, **Average square footage**, **Total Floors** and **Average square footage per floor** created.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Graph 3  (Average square footage/floor vs Congress Dist)')"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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pmb1s/kY0bfge3b3v0/j9El+PqXH7/puENqOZHQhsdM7Ft0+S1ent0L6Jj7ua7T1zktVpsG38Dnh/eL2Pxic8esc27R2SYqmZvWRmn01SRirtvPXOuU0DxJnsMz0VWBvXRoyvU7/PDX7/Xxq3/3fH9zYa6L3+OXyv9FfM7Bkz+/AAdUpkGn7/JWqfnYY/QflW+D30/kHKKsf32JQMGpHJI+fck8T9oDCzvczsETNbbmaLzew9CVadj888S+YtwWf2U7lDh4v7/058F+XdnXMT8D1u4u9AsnvM8z3wPUeGzMyK8d191+Kz20OxEv+FmYp38L1m9oiZtgfbf7TH7wPwl7ktYvt+uJUd90NCzrnfOOcOx3f7LcGfbXD4Mwfx+67XNvzZpnEx02ITJFfgkwWHOD+I5vEJ4ok/ULUDlc65ivAY75xLdcDnevzBDAAzm4DvIbY2fl5MXRLuTzP7F3wX5I/hezD19giymP0yPWaV2H30NvBKTB0qnHPlzrmPJQraOfcsvlFwHL4RfGfMvJedc2fiG3U/B+41s0QDpD4OnGRmJYm2Eeq/R9y02PoPZB0xdQ2DbcY3BOPfj2/jzzTG7oOxzrnlzvuxc24uPjH2XnyvOpxzS5xzH8Y3/h5l6N+/p7K9QdY/QOf+4Jw7lpBIw581SxR7r33x41eIiOTKiGgbJRDB38AhFf3aRmY2HX9pytlm9o6ZvQOcjj/G9SYVHsUn1ebg2+q9x81m/LF6/5hjzwS3/cYksON+uhR/mc37Qlul9+6thj/+TTSz2HZO/PH+f+OOdaXOuYS3AHfO3emcOxLfHnH4y4AI20nW1gL/Qz9ZW2ug+BPV+W38e6o6rq21f6KYE4hva5XiLzvbmbbWUfjeW2cQ2n74H/O9sfdrf7Djvl+doK11Uph/En68xVTrtHvcYOK9cTfj27p7JpjXK1k7ws/0JzMfxdfzk8DC3kSNc+4d59y/Oeem4n9X3JDk5NbjwKHh85GsDhPNLDYRO5R23rRwcrTX7nHLJGrnfT9u/49zzi0M9Ur4XnfO/cM5Nx/frv0P4HfhPZSqjwHPugQDnzvnnnHOfTSUfR/+d1Gi2HupnZcFIzJ5lMTNwJeccwfjB9S6IXamme2JH+PlzzmILe+EL9bv4r80TzezMvN34JqDvyZ7IOX4bHuHmR2K/2KOd2U4O7M//rKYRUON0cx6x4LZCpwbd4YiFQ/hu3MOKpxp+z3wAzMrNX8L8kvw3aXBX96ze4iJ8IVfBrSE/XA4vhfLoMxsPzP7QEiMbQ2P7jD7buBbZjYhfCY+HxNjD/7SvU+ZWaGZfQTfPbxXOb7B0xYafN8epM6r8ZePXRt6LRWY2d5mdmQq9cAnGv7NzA4ISZT/wHcTfgffgJ4b3lsRMzsXf1B9JKzbgE+cxcbehe8xMwY/sHdsYiZ2v+wBXBQz7ykAM/uymZWE7c02s4GSYAvx30OHENPb0czONbMq51w3vkHl8EnFeLfgE+S/NbN9zJtkZleZvyvFYqAgxBQJybHj8WMjDOYB4H1mdlI4Q/VV/GVgA7kJ+LaFO5+ZWaWZnRaeH2Zm80JZm/FJyO7wPj/LzMbj9/0mtr8Pkwrvvb3M7Jf4S+G+l2CZaWZ2cvgB0IlPUvaW3e+zFOMD+F5SIiI5MULaRu8xsxPNbKyZFZnZ2fgExl9SLCK+bXQOftiIWfhLsObgk0trCL2NnHNRfHvsP/Endx4L03vwl/f8xMItuMP3f7Jeu+D301Z8W2Ui/kYdhPLewg/uu8D8bdLfj7+kudftwEfM7EPhWFRi/rbgO/zAN7NZZvbB0NbqYMe21jfCsXI6/uRVrBXAJ8M2TojbX0njTyT0bH4U+JGZjQ/vp73MLKX2KT5R9xkzmxPq8gPgaefvUvoQsI+ZfTK0Nc7EXx71YFg3UVsrSrhE0cy+gz/p1yt2v0zDDxHQaymw0cwuD++9wtD+670z38khnlQ8jW+PXBbew7X41/mu0P66G/h+aJvuiW8H3Z60tMTuxI+leRoxJwnN7BMx75dWfDtvh7aPc+5x/Pv892Z2cNi/5WZ2oZl9NvSw+j/gh+F9OBvfy+eOFGJbErb5xVDuR/HtqYH8N3Ch+R6OFtpwJ4eYkr7XzexsM5sUPqu9vYcGbOuF8qeZ2VX4SwC/mWCZMWb2KTOb4Jzrwl95ENvOqzJ/UjmW2nlZMCqSR+YvkTgc/0NrBb67ZnxXwLOA34UvDckC59y1+C/ky/A9Oxrwr83l+C/EZD4PXG1mm/AD592dYJm/4AfD+xNwnXPu0Z0I8XD8oMHH4w/S7eFxVCorhx4mG8zsfSlur7dn01v4JOav2H4QeAQ/MF2jma0JZzAuBK4L++EyUksMgB/47kf4syvr8Emo74R53w7T/4k/g3Nb3LpfBM7EH/A+xvYGAvixfKrxvWqeIrWD+Hx8T59X8MmQRaR42Zpz7kH89d0P4M/A7IZvhOKca8DfdeNbIZ4vAh8ODXPwY52da2atZnYt/rLEJ/F3bnsj7IOmmM19O9T5LfyB5258UoJw0DoJ/355K6x3I9svA0vkTvyA5w8752K70H4YeDW8pj8EzgiN5vi6b8Vf0937XtmEbwyU4s/QdISyTg/1/zFwpnPu9QFi6i17Hf51+XnYD9PxScPOAdZZiL8jxr3mu9GvwI+7BP71vRXfaHgjxPzzMO+z4f8N+EZW7GUK8WrNrB3fQPgTPsk3zzn3SoJlC/FjIbyDr/8hbG+c9/ssQd/Jgz1JveEpIpIRI6BtZITLU/DHu0vwx5dnU1k5Qdvo0/hxAN+JfeBPSsRfunYc8Nu44+LloU5/C8efx/GJqGR+im8HNeNPYD0SN/9T+BNjLfiTE4vYfrx/G98r7Juh7m/j75SW6PdSMX7Q42b8sWgy238Efxd/7FuNT+z8b9y6l+CTGW0hnvuGEH8i5+KPmX/Ht2V+x8CXRPVxzv0Jf4fee/Btxr3wv5lwzrXg2xqX4vfXZfi2VnNY/WfA6aGt9XP8+FAP45OFb+ETDbGXS12NTxquxr+Ov2P7vu/G75M5YX4zvp08ISQJ9mXgz0dsnbbh24gnhnJuwJ8k7m1PfAmfXHoD3569Ez+e7lA8gB9jp8E5F9vb5RDg6dCeeQC4JJxMTeR0fLtkEb6d9CIwD79vwLfVZuDbwL8HrnLOPTZYYKH+H8cnm9rwY449yMDtvGX48USvx7+HVuGHy4CB3+snAC+F+v4MP/Zo7OVwsaaG5drxg+IfiB+HNdn31DnAm+Fzf2GoB+F1XAi8Yf4Su6nmTzKfhL+bn2SQOTdgz7xhy8xmAA865w4IZ7Zfdc4l/aI0s+eALzjnUvrikeEpvO6r8QO27fCjO9vM7Hjg8865U3Mdy84IZ7yud84NNl5MXjGzr+AHuxzo7OaoYL7H0DvAR5xzS3IdTyaY2X8By51zQ20ciogMe2ob7TwzW4S/NH3AHj67uI1a/KDcyS5RyktmdhE+2TBgLykzOwM43Tl3RnYiG33M7Gn8HeH+J9exZIKZfQl/Se9luY5ltBsVPY+ccxuB1Wb2CejrDvfe3vnmL7WoxJ+5F0kb59yjI6FxJAMzs93NX35VYL67/yX4szyjkvlLEiaEMzVX4S9HXJ7jsDLGOfcFJY5ERLJjOLeNzOyQcFlXQTiB9lH69/yRDDGzKeZvBlMQfptdSmptrTZ8j3JJkfnhK3YLl6313qwllV5sI5Jz7hdKHGXHgHdZGK7MbCH+ko7qcFnCVfhunzea2bfxdx24i+2DZs3HX+c6MrtZiUimFeO7LO+J7657O7679Gh1NP6SyQi+m/THQjdnERGR0Ww3/FiEVfhLqC5yzj2X25Dyxhj8JZoz8Qmhu4gbozaRnbz8Mt/Nwl/aWoYfsuF0t/3OvyI7bcRetiYiIiIiIiIiIpk3Ki5bExERERERERGRzFDySEREREREREREkhpxYx5VV1e7GTNmZKTszZs3U1pampGyRwLVX/VX/fO3/qB9oPoPn/ovX7682Tk3KddxSH9qg2WO6q/6q/6qf75S/YdX/Qdqg4245NGMGTNYtmxZRsquq6ujtrY2I2WPBKq/6q/61+Y6jJzK932g+g+f+pvZW7mOQXakNljmqP6qv+pfm+swckb1V/2HU/0HaoPpsjUREREREREREUlKySMREREREREREUlKySMREREREREREUlqxI15JCIiki1dXV2sWbOGjo6OXIeScRMmTODll1/O6jZLSkqYPn06RUVFWd2uiIiI7Lp0tJNy0f4YTnJV/51pgyl5JCIiksSaNWsoLy9nxowZmFmuw8moTZs2UV5enrXtOedoaWlhzZo1zJw5M2vbFRERkfRIRzsp2+2P4SYX9d/ZNpguWxMREUmio6ODqqqqUZ84ygUzo6qqKi96dYmIiIxGaieNTDvbBlPySEREZABqEGWO9q2IiMjIpmP5yLQzr5uSRyIiIsNUS0sLc+bMYc6cOey2225Mmzat7/9t27btsPz69eu56aabBi03Go1SUVGRcN7VV1/N/vvvz+zZs5k7dy7PPPNMyvE+/vjjTJgwoS/GD33oQwDce++9vPLKKymXIyIiIpKq3//+95hZWtsaDz74IHPnzuW9730v++23H7/85S+HtH5hYWFfe2jOnDm8+eabrFixgoceeqjfcl1dXRx88MFJ16mrq+PDH/5w2uq1KzTmkYiIyDBVVVXFihUrAFiwYAFlZWV87WtfS7p8b/Lowgsv3KntLV68mEcffZTnnnuOMWPG0NTURDQaHVIZxxxzDPfdd1+/affeey8FBQW85z3v2am4RERERJJZuHAhRx55JHfddRcLFizY5fK6uro4//zzWbp0KdOnT6ezs5M333xzSGWMHTu2rw3X69Zbb2XZsmWcdNJJfdOWLFnC4YcfnnSdoW43mWg0SiSya+kf9TwSERFJo6YtTZz3yHk0b23O6HauvfZaDjjgAA444AB+8YtfAHDFFVfw6quvMmfOHK644go2btzIBz/4QQ466CBmz57Ngw8+OGCZ69atY9KkSYwZMwaASZMmMWXKFAD+8Ic/MGvWLI488ki+9KUvceqpp6YU5+LFi3nooYf4yle+0ncWTURERPJTV2Mjb559DtGmprSU197ezl//+lduueUW7rrrrr7pZ555Zr9ePueddx733HMPW7Zs4YwzzmD27NmceeaZvO9972PZsmX9yty0aRPRaJSqqioAiouLmTVrFgCrV6/m/e9/P4cccghXXnklZWVlKcW5bds2vvOd77Bo0SLmzJnDokWLAN9r+8QTT0ypjPXr13Pqqacye/ZsDjvsMFauXDng9AULFnD++edz/PHHc+6556a0jYEoeSQiIpJGN628iWcbnuXG52/M2DaWLl3KHXfcwdKlS1myZAk33HADK1eu5JprrmHWrFmsWLGCa665hrFjx3L//ffz7LPP8vjjj/OVr3xlwHJPOOEEXn/9dWbNmsUXvvAFFi9eDMCWLVu44IILeOihh1i8eDH19fVJy3jiiSf6ultfc801HHXUUZx00kn85Cc/YcWKFcyYMSOdu0JERERGkOYbbmTr8uU0/dcNaSnvvvvu44QTTmCfffZh4sSJPPvsswCcddZZfQmabdu28ac//YmTTjqJG264gcrKSlauXMmVV17J8uXLdyhz4sSJnHLKKey5557Mnz+fO+64g56eHgAuueQSLrroIp555hl22223pHFt3bq1rz30sY99jDFjxnD11Vdz5plnsmLFCs4880wAnnzySWpraxOuE++qq65i7ty5rFy5kh/84Ad9CaFk0wGWL1/O/fffz5133rkTe7c/XbYmIiKSBgfffjDburePQ3T3q3dz96t3M6ZwDMvP3rFhsisWL17Maaedxrhx4wA49dRTeeqppzj++OP7Leec4/LLL+epp56ioKCAt99+m+bm5qTjHY0fP55nn32WxYsX88QTT3D66adz3XXXse+++7LPPvuw1157AfCpT32K2267LWEZiS5bExERkfz2ynvn4Do7+/5vu+su2u66C8aMYd+Vz+90uQsXLuTLX/4y4BNGCxcu5KCDDuLEE0/k4osvprOzk0ceeYSjjz6asWPH8tRTT3HJJZcAcMABBzB79uyE5f7qV2t0JqoAACAASURBVL/ihRde4PHHH+e6667jscce49Zbb+Wvf/0r99xzDwDnnHMOl19+ecL1E12CFq++vp7Kysq+9txg6zz11FN92/7gBz9IS0sLGzZsSDod4JRTTmHs2LEDxpEqJY9ERGTImrY08fUnv851H7iO6rHVuQ4na+5bdR/17Yl73Zw16yyW1C9h9YbVRF2UiEWYOWEmh089nBtWJD67NrVsKqe+O7XLv2I551Ja7rbbbmPDhg08++yzRCIRpk+fPuhtWSORCMcccwzHHHMM++23H4sWLeJb3/qW7qYikme6GhtZ+9VLmf6THxOZNCnX4YjICNB27+/pWrs24bzK+fNp/+tf2bZ6NUSjEIkw5l3vouiQeTT94vqE6xRNm0bFx3fsgdOrpaWFP//5z7z44ouYGd3d3ZgZ1157LSUlJdTW1vLHP/6RRYsWMX/+fCD1NhTAgQceyIEHHsg555zDzJkzufXWW4H03WHu4Ycf5thjj015+USxm1nS6QClpaU7H2AcJY9ERGTIYi/NuvKwK3MdTtYMlui5esnVrGpbxZjCMXR1dzG3Zi5fOyT5ANc76+ijj+aCCy7g61//Ot3d3dx///0sWrSI8vJyNm3a1Lfchg0bmDx5MpFIhMcee4y1SRp0vV5++WWKiop497vfDcDzzz/PnnvuyX777cdrr73G6tWrmTFjBgsXLhxSvPFxicjwF3tpyZQFV+U6HBEZAQZK9AD0LFjAtlWrsOJi3LZtjDvoIMq+/GXKy8t3anu/+93vOPfcc/vdCe0DH/gATz31FEcddRRnnXUWv/rVr1i2bFlf4ufII4/k7rvv5phjjuHvf/87L7zwwg7ltre3s2zZsr7LyVasWMGee+4JwBFHHMFdd93F2WefzR133DGkeOPbQ4888ghXXHFFyusfffTR3HHHHVx55ZXU1dVRXV3N+PHjk05PNyWPREQkZdm8NGskWt+xnjNmncEn9vkEv33ttxkbNPvQQw9l/vz5HHLIIQBcdNFFHHjggQDMmzePAw88kJNPPpmvfvWrfOQjH2HevHkcdNBB7L333gOW297ezsUXX8yGDRsoLCxk1qxZ3HzzzYwbN46bbrqJE088kerqao444gheffXVlOOdP38+F1xwAT/60Y+47777NO6RyDCW7NISKy7mPc8PfAmGiMhAos0tVJx1FpVnnkHrort3edDshQsX7pB8Oe2007jzzjs56qij+gaKPuWUU/puBvL5z3+eT3/608yePZu5c+cye/ZsJkyY0K8M5xzXXnstF1xwAWPHjqW0tLQv+fSzn/2MT37yk/zsZz/jtNNOG1K8xxxzDNdccw1z5szhG9/4Bv/4xz/YZ599Ul5/wYIFfOYzn2H27NmMGzeO3/zmNwNOTzclj0REJGWPfPwRrlt2HX/+55/p6O6gpLCEY/c4NiO9a0ainx7z077n3z7s22ktO/7Ws5dddhmXXXbZDsv1Dg7Z6+mnn05YXltb2w7TDjnkEJYsWZJw+ZNPPpmTTz4Z8HcGSZQ8Ou644zjuuON2mH700Ufz8ssvJyxXRIaXvR57lMZrr2XT43/CdXRgJSWU/8tx1CT4vhERGYrdr/9F3/MpV30HYJd6JtfV1e0w7eKLL+57XlRUREtLS7/5JSUl3H777ZSUlPD6669z7LHH9vUq6lVeXt7vTm2xZs6c2a+t9L3vfS/hcu3t7TtMmzhxIs888wzgxy867LDDBl2ntra2rwfUxIkTuf/++xOWm2h6fNtxVyl5JCIiKZs0bhKlRaV0dndSQAGd3Z2UjinNq3GPRERGs6LJkykoK/O9j8xwnZ0UlJZp3CMRGRW2bNnCMcccQ1dXF845brzxxr5eSdl05JFHcuSRR46oy/qVPBIRkSFZ37Ge2t1radrSxP7V+2fs0iwZvpL1MBKR0SHa3MKE005j4yOPMOEjH9nlS0tERIaL8vJyli1blrbyEvUWGq2UPBIRkSH56TE/5b5V97F03dK0X5olIiK5t/v1v6DzjdV0vPACNV//GgXhNtIiIpK/CnIdgIiIjDwNmxuoKa3JdRhZMZRbusrQaN+KDF/RxgZK9tuPaNx4ISIisXQsH5l25nVT8khERIYs6qIUFRTR43pyHUpGlZSU0NLSooZRBjjnaGlpoaSkJNehiEgC0cZGnzxq1qXJIpKY2kkj0862wXTZmoiI7JTxY8azadsmJhRPGHzhEWr69OmsWbOGpjwY76OjoyPriZySkhKmT5+e1W2KSGq6GhoYd/DBSh6JSFLpaCflov0xnOSq/jvTBlPySEREdkpFSQWtHa2jOnlUVFTEzJkzcx1GVtTV1TF37txchyEiw4Tb2kHR9Ol0vvpqrkMRkWEqHe2kfG9/jKT667I1EREZkmhPlAIroLK4krbOtlyHIyIiGRKZOJHo+vW5DkNERIYBJY9ERGRIGrc0UjOupq/nkYiIjE4WiUD36B7bTkREUqPkkYiIDEl9ez1Ty6aq55GIiIiISJ5Q8khERIakfnM900qnUVFcQWuneh6JiIw2rqcHzHIdhoiIDCNKHomIyJCsa1/HbqW7MTYylq3RrbkOR0RE0qy7tZXCiZW5DkNERIYRJY9ERGRIoi5KUWERprPSIiKjUrShgaKamr7/nXM5jEZERIYDJY9ERERERggz+7WZNZrZizHTFpnZivB408xWhOkzzGxrzLybYtY52MxeMLNVZvZzUzZYYnQ1NBCZPBmAgrIyetrbcxyRiIjkWsaSR2ZWYmZLzex5M3vJzL6bYJni0OBZZWZPm9mMTMUjIiIiMgrcCpwQO8E5d6Zzbo5zbg5wD3BvzOzXe+c55y6MmX4jcD6wd3j0K1PyW7SxiUjoeRSZVE20qTnHEYmISK5lsudRJ/BB59x7gTnACWZ2WNwynwNanXPvBn4C/EcG4xERkV3U3dNNgTqtiuSMc+5JYH2ieaH30BnAwoHKMLMpwHjn3BLnr0e6DTg13bHKyBVtbiJSVQVApLqa7hYlj0RE8l3GfgE4r7ePa1F4xF8w/VHgN+H574Bj1W1aRGT4atraxORxk3MdhogkdhTQ4Jz7R8y0mWb2nJn9xcyOCtOmAWtillkTpol43T1YJAL45FG0WckjEZF8F8lk4WZWCCwH3g38l3Pu6bhFpgFvAzjnoma2AagCdIQSERmG1ravZWrZ1L7/C6yAaE+USEFGDycikpr59O91tA7YwznXYmYHA/eZ2f5AohN1CUdENrPz8Ze3UVNTQ11dXXojDtrb2zNW9kgw3Opf+tabvBTisfZ2SpYuZevYsRnb3nCrf7ap/qq/6l+X6zByZiTVP6OtfedcNzDHzCqA35vZAc65F2MWSanxooZLdqj+qr/qX5frMHIqlX2wtH0pM4tnUveaX65pUxMPNz9MeWF55gPMsHx/D+R7/Uc6M4sAHwcO7p3mnOvEDyOAc265mb0O7IPvaTQ9ZvXpQH2icp1zNwM3A8ybN8/V1tZmInzq6urIVNkjwXCrf9PKF5gU4nE9PTSvfrPv/0wYbvXPNtVf9Vf9a3MdRs6MpPpn5VSxc67NzOrwgzHGJo/WALsDa0KjZwIJruNXwyU7VH/VX/WvzXUYOZXKPnht5Wt8dP+PMqZwDAAdqzvYu3Jv9qrYKwsRZla+vwfyvf6jwHHAK865vsvRzGwSsN45121m78IPjP2Gc269mW0KY1E+DZwL/CInUcuwZwUF4BJ2TBMRkTySybutTQo9jjCzsYRGTdxiDwCfDs9PB/4cBm4UEZFhqKunqy9xBFBRUkFrR2sOIxLJL2a2EFgCzDKzNWb2uTDrLHYcKPtoYKWZPY8fW/JC51zvSbqLgF8Bq4DXgYczHryMCD3btmFjinIdhoiIDDOZ7Hk0BfhNGPeoALjbOfegmV0NLHPOPQDcAvyvma3C9zg6K4PxiIhImlUWV/L2prdzHYZI3nDOzU8y/bwE0+4B7kmy/DLggLQGJ6NCtLGJyCTdGEFERPrLWPLIObcSmJtg+ndinncAn8hUDCIiklkVxRWsbF6Z6zBERCRNoo0NRGpqch2GiIgMMxm7bE1EREaX7p5uCuIOGxUlFbR1tOUoIhERSbdoYyORyZP6TzTD9fTkJiARERkWlDwSEZGUNG1tonpcdb9pxYXFbOvZlqOIREQk3aINDRTF9TwqnDCB7g0bchSRiIgMB0oeiYhISurb65lWOi3XYYiISAZ1b9hIwfjx/aZFJlXT3dyco4hERGQ4UPJIRERSUr+5nqllU3eYblgOohERkUwx6/+9HqmuJqrkkYhIXlPySEREUrKufR1TyqbsMN3hchCNiIhkS6GSRyIieU/JIxERScm2nm0UFxbnOgwREcmySHU10SYlj0RE8pmSRyIiIiIignOJe5IWlJXR096e5WhERGQ4UfJIRERSkuxHRcQidHV3ZTkaERFJt572dgrKy3eYHj8GkoiI5B8lj0REZFA9rocCS3zIqCyppK2zLcsRiYhIukUbGiiqmZxkrsa3ExHJZ0oeiYjIoJq3NlM9tjrhvIriClo7W7MckYiIpFu0sZHI5GTJIxERyWdKHomIyKDq2+uZVjYt4bzKkkraOtTzSERkpOtqaCRSU5Nkri5dExHJZ0oeiYjIoNa2r2Vq2dSE89TzSERkdIg2NhKZNCnxzMICXDSa3YBERGTYUPJIREQGtW7zOqaUTkk4Tz2PRERGB9fZSUFJScJ5kYkTia5fn+WIRERkuFDySEREBtXZ3UlJJPEPignFE9TzSERklCusrqa7pSXXYYiISI4oeSQiIrukqKCIbted6zBERCSDItXVRJubcx2GiIjkiJJHIiIiIiIyoMikSUSblDwSEclXSh6JiMiAelwPprvsiIiMaq67GwqS/zSIVFWp55GISB5T8khERAbUsrWF6rHVuQ5DREQyKNrSQqS6Kun8grFjcR0dWYxIRESGEyWPRERkQGvb1ya905qIiIwO0YZGIpMn5zoMEREZppQ8EhGRAdW31zOtbFquwxARkQyKNjUSmVyT6zBERGSYUvJIREQGVL+5nillA/c8Ki4sZmt0a5YiEhGRdIs2NFBUo55HIiKSmJJHIiIyoM7uTsZGxg64TGVxJRs6N2QpIhERSbdoy3oKJ07MdRgiIjJMKXkkIiK7rKKkgtaO1lyHISIiO6unByssHHARG1NEz7ZtWQpIRESGEyWPRERkl1UWV9LaqeSRiMhoVlhVRXdzc67DEBGRHFDySEREknLOpbRcRUkFbR1tGY5GRERyKVJdTbSlJddhiIhIDih5JCIiSbV0tFBVUjXocup5JCIy+kWqJxFtUs8jEZF8pOSRiIgkVd9ez9SyqYMuN37MeDZu25iFiEREJN16Ojqw4uJBl4tUVxFtbspCRCIiMtwoeSQiIknVt9czrWzaoMsVFhSmfImbiIgML9HGRiI1kwddrrCqim5dtiYikpeUPBIRkaTWtq9lSumUlJZ1KHkkIjISRRsbKZo8ePKoYMwYXFc0CxGJiMhwo+SRiIgktTW6lXFF43IdhoiIZFBXQwORmppchyEiIsOYkkciIiIiInks2tBIJIWeRyIikr+UPBIRkaTMLNchiIhIhvW0t1NQVpbrMEREZBhT8khERBLamQGwNWi2iMjIpJMFIiIyECWPREQkofUd65lYMjHl5cdFxrE1ujWDEYmISK4VjBtLz+bNuQ5DRESyTMkjERFJqL69nmll01JevqK4gtbO1gxGJCIiuVZYVU20pSXXYYiISJYpeSQiIgmt3byWKaVTUl6+sqSSto62DEYkIiLpNtTLjSPV1USblTwSEck3Sh6JiEhC9e31TC2bmvLy6nkkknlm9mszazSzF2OmLTCztWa2IjxOipn3DTNbZWavmtmHYqafEKatMrMrsl0PGT56NmygsGJCystHJlUTbW7KYEQiIjIcKXkkIiIJbY1upbSoNOXlK0sqae1Q8kgkw24FTkgw/SfOuTnh8RCAme0HnAXsH9a5wcwKzawQ+C/gRGA/YH5YVvJQV0MjkcmTU14+UlVFtLk5gxGJiMhwFMl1ACIiMjpUFFfQ1qnL1kQyyTn3pJnNSHHxjwJ3Oec6gdVmtgo4NMxb5Zx7A8DM7grL/j3N4coIEG1sJDK5JuXlCydOpLtVJwpERPKNeh6JiEhalI8pZ9O2TbkOQyRffdHMVobL2irDtGnA2zHLrAnTkk2XPBRtbBhSzyMrLITungxGJCIiw5F6HomIyA6GOoAqQIEV4Bj6eiKyy24E/h1w4e+PgM8ClmBZR+KThwk/vGZ2PnA+QE1NDXV1dWkId0ft7e0ZK3skyGX9S59eyuYJE2DVP1Jf5603eSmN8er1V/1V/7pch5Ezqv/Iqb+SRyIisoPWzlYqiityHYaIpMA519D73Mz+G3gw/LsG2D1m0elAfXiebHp82TcDNwPMmzfP1dbWpifoOHV1dWSq7JEgl/VvWvkCk447bujrpDFevf6qv+pfm+swckb1Hzn112VrIiKyg/r2eqaV6SoWkZHAzKbE/PsxoPdObA8AZ5lZsZnNBPYGlgLPAHub2UwzG4MfVPuBbMYsIiIiI4t6HomIyA7q2+uZMWFGrsMQkThmthCoBarNbA1wFVBrZnPwl569CVwA4Jx7yczuxg+EHQW+4JzrDuV8EfgjUAj82jn3UparIiOccw6zRFdGiojIaJSx5JGZ7Q7cBuwG9AA3O+d+FrdMLXA/sDpMutc5d3WmYhIRkdTUt9dz+NTDcx2GiMRxzs1PMPmWAZb/PvD9BNMfAh5KY2iSRwrGl9OzaROF48fnOhQREcmSTPY8igKXOueeNbNyYLmZPeaci78N7GLn3IczGIeIiAzR5uhmysaU7dS6OhstIjIyuGgUIoVDXi9SVU20uUXJIxGRPJKxMY+cc+ucc8+G55uAl9FtYEVERoSdudsaQHlROZu6NqU5GhERyYRoczOR6uohrxeZVE20uSkDEYmIyHCVlQGzzWwGMBd4OsHs95vZ82b2sJntn414REQkMypLKmnraMt1GCIikoJoYyORyZOHvF6kupru5uYMRCQiIsNVxgfMNrMy4B7gy865jXGznwX2dM61m9lJwH34O4HEl3E+cD5ATU0NdXV1GYm1vb09Y2WPBKq/6q/61+U6jJzq3QfOOd7a8BZ1G+qGXMY/t/6T5lXNzCyemf4AMyzf3wP5Xn+RfNTV0MCY6dOHvF5hVRVRJY9ERPJKRpNHZlaETxzd4Zy7N35+bDLJOfeQmd1gZtXOuea45W4GbgaYN2+eq62tzUi8dXV1ZKrskUD1V/1V/9pch5FTvfugraON+tX11O5bO+Qyqpuradnawgd2/0D6A8ywfH8P5Hv9RfJRtKGRcQcdNOT1CidMoHtD/DlhEREZzTJ22Zr50VJvAV52zv04yTK7heUws0NDPC2ZiklERAa3dvNappZO3al1K4oraOvUZWsiIiNBd2srhZWVQ17PCgpgJ8fGExGRkSmTPY+OAM4BXjCzFWHaN4E9AJxzNwGnAxeZWRTYCpzldnaUVhERSYv69nr2KN9jp9atLKlU8khEZKRwzieCREREBpGx5JFz7ilgwHs1O+euB67PVAwiIjJ09e31HDblsJ1ad1xkHJu7Nqc5IhERERERySWdahARkX42bdtE+ZjynVrXzHCoA6mIiIiIyGii5JGIiPQThqITERFJzgzX05PrKEREJEuUPBIRERERyTM9W7ZQMG7sTq9fWFFBd5vGuBMRyRdKHomISB/ds0BEJD90NTQQmTx5p9ePTKom2tycxohERGQ4U/JIRET6bNy2kQljJuQ6DBERybBoYxORyTU7vX6kuppuJY9ERPKGkkciItJnbftappRN2aUyCiigu6c7TRGJiEgmRBt3sedRtXoeiYjkEyWPRESkT317PdPKpu1SGeOLx7Np26Y0RSQiIpkQbWykqGbnk0eF1dVEm5Q8EhHJF0oeiYhIn/r2eqaWTd2lMiqKK2jtbE1TRCIikgk9m7dQUFq60+sXlJbSs3lzGiMSEZHhTMkjERHps6lrE+PHjN+lMiqLK2nr1B14RERGMzPLdQgiIpJFSh6JiEhaVZRU0NqhnkciIiIiIqOFkkciItLHObfLZajnkYiIiIjI6KLkkYiIAOlJHIF6HomIDHfp+r4XEZH8oeSRiIgAsLVn6y6PdwQwNjKWju6ONEQkIiKZ0N3aSmFl5a4XFCnEdXXtejkiIjLsKXkkIiIArO9ez7SyabkOQ0REMiza2EikZvIulxOZOJHoevU0FRHJB0oeiYgIAC3RFqaWTc11GCIikmHRhgaKamp2uZxIdTXdLc1piEhERIY7JY9ERASA9dH1Sh6JiOSBrsZGIpPT0POouppos5JHIiL5QMkjEREBYEvPlrSMeSQiIsNbtKmJSHX1LpdTWD2JaJOSRyIi+UDJIxER6WNmuQ5BREQyLdqNFRXtcjGR6iqiLS1pCEhERIY7JY9ERCTtCq2Qrh7dgUdEZDQrKCnBdejumiIi+UDJIxERSbuK4go2dG7IdRgiIiIiIpIGSh6JiAgbt21kbMHYtJVXUVJBW0db2soTEREREZHcUfJIRERY176OiZGJaSuvsriStk4lj0REhhu3bRtWFMl1GCIiMsIoeSQiIqxtX8vEwvQljyqKK5Q8EhEZhqLNzUQmTcp1GCIiMsIoeSQiItS311MVqUpbeZUllbR2tqatPBERSY+uhgYiNTVpK8/GjKGnszNt5YmIyPCk5JGIiLBh2wbGFYxLW3kVxRrzSERkOIo2NBKZPDlt5UWqq+hubk5beSIiMjwpeSQiIgCYWdrKGlM4hm0929JWnoiIpEe0Mb3Jo8LqaqItLWkrT0REhiclj0RERERE8kR3WxuFFRVpKy9SPYmoeh6JiIx6Sh6JiAjOuVyHICIiWZLOnqaRSdVEm5Q8EhEZ7ZQ8EhHJc5u2baKsqCzXYYhICszs12bWaGYvxkz7TzN7xcxWmtnvzawiTJ9hZlvNbEV43BSzzsFm9oKZrTKzn1s6swmSVyITJ9K9XpetiYiMdkoeiYjkufr2eqaWTc11GCKSmluBE+KmPQYc4JybDbwGfCNm3uvOuTnhcWHM9BuB84G9wyO+TJGUWFERriua6zBERCTDlDwSEclz6zavY1rZtFyHISIpcM49CayPm/aoc6731/vfgOkDlWFmU4Dxzrklzl+zehtwaibiFRERkdFBySMRkTy3tn1tRnoeFRUUsa1bd1wTybLPAg/H/D/TzJ4zs7+Y2VFh2jRgTcwya8I0GeW629spKC3NdRgiIjICRXIdgIiI5FZbZxsVxem7806viuIK2jrbmDwufbeEFpHkzOxbQBS4I0xaB+zhnGsxs4OB+8xsfyDR+EYJR803s/Pxl7dRU1NDXV1d2uMGaG9vz1jZI0G26l/4zjsUrW/hhTRvq/StN3lpF8rU66/6q/51uQ4jZ1T/kVN/JY9ERPKccy6td97pVVlSSWtHq5JHIllgZp8GPgwcGy5FwznXCXSG58vN7HVgH3xPo9hL26YD9YnKdc7dDNwMMG/ePFdbW5uR+Ovq6shU2SNBtuq/eckSeNe7KD300LSW27TyBSbtQvx6/VV/1b8212HkjOo/cuqvy9ZERCQjenseiUhmmdkJwOXAKc65LTHTJ5lZYXj+LvzA2G8459YBm8zssHCXtXOB+3MQumRZtLGRopqatJdbUDqOns2b016uiIgMH0oeiYjkuUzdobuyuJLWztaMlC2Sr8xsIbAEmGVma8zsc8D1QDnwmJmtMLObwuJHAyvN7Hngd8CFzrnewbYvAn4FrAJep/84STJKdTU0Epmc/t6ghVVVRFta0l6uiIgMH7psTUQkj23u2sy4yLiMlF1RUkFbg3oeiaSTc25+gsm3JFn2HuCeJPOWAQekMTQZAVxHBwVjx6a93Ej1JKLNzYzZY4+0ly0iIsODeh6JiOSx+vb6jNxpDWBC8QRdtiYikgcik6qJNjXnOgwREckgJY9ERPJYfXs9U0szkzwqKiii23VnpGwRERk+IlVVRJubch2GiIhkkJJHIiJ5bG372oz1PBIRkfxQWFlJd6t6moqIjGZKHomI5LHWzlYmlkzMdRgiIpJhrqcHCjLT9LfCQujpyUjZIiIyPCh5JCKS5zJ1tzURERk+utevp3BiZa7DEBGREUrJIxERERGRUa6roYGimppchyEiIiOUkkciIiIiIqNctKGRyOTJuQ5DRERGqIwlj8xsdzN7wsxeNrOXzOySBMuYmf3czFaZ2UozOyhT8YiISH9burZQUliS0W2UFJawNbo1o9sQEZHBRRsbiUzObM8j51xGyxcRkdzJZM+jKHCpc25f4DDgC2a2X9wyJwJ7h8f5wI0ZjEdERGLUt9czrWxaRrdRWVLJhs4NGd2GiIgMLtrSTKQqczdIKJwwnp6NGzNWvoiI5FbGkkfOuXXOuWfD803Ay0D8r5SPArc5729AhZlNyVRMIiKyXf3meqaWTc3oNiqKK2jtaM3oNkREJAXdPVgkkrHiC6uqiba0ZKx8ERHJrayMeWRmM4C5wNNxs6YBb8f8v4YdE0wiIpIB9e2ZTx5VllTS2qnkkYjIaBepriba1JzrMEREJEMyd/ohMLMy4B7gy865+L6sie4PvcPF0mZ2Pv6yNmpqaqirq0t3mAC0t7dnrOyRQPVX/VX/ulyHkVXL25ZTs64GM/9VnIl98E7XO6zZtoZtr21La7mZkI/vgVj5Xn8R2TWRSdV0vPJKrsMQEZEMyWjyyMyK8ImjO5xz9yZYZA2we8z/04H6+IWcczcDNwPMmzfP1dbWpj9YoK6ujkyVPRKo/qq/6l+b6zCy6qUVL3HMnGP6/s/EPmjtaOWh1Q9Ru296y82EfHwPxMr3+ovIrolUVdHdrJ5HIiKjVSbvtmbALcDLzrkfJ1nsAeDccNe1w4ANzrl1mYpJRES2y8Zdo9ENxwAAIABJREFUccaPGc/GTg2gKiKSSz2dndiYMRndRsGECXRv0Pe9iMholcmeR0cA5wAvmNmKMO2bwB4AzrmbgIeAk4BVwBbgMxmMR0REsqywoJAeenIdhohIXos2NRGZPDmj2+i9BFpEREanjCWPnHNPkXhMo9hlHPCFTMUgIiKJbenaQkmkJNdhiIhIFkQbGjKePBIRkdEtK3dbExGR4eWdze8wrUw3txQRyQfRxkaKapQ8EhGRnafkkYhIHlrbvpapZVNzHYZIXjKzQjO7PddxSP7oamggUlOT6zBERGQEU/JIRCQP1bfXM7VUySORXHDOdQOTzCyzIxiLBD0bN1FQXp75DRUU4Lq7M78dERHJukwOmC0iIsNUc0czVWOrsrY955wGUxXp703gr2b2ALC5d+IAd6gV2SXZ+A4urKygu62NSFX2ji8iIpIdSh6JiOQh5xwFlp3Op6WRUrZEt1BaVJqV7YmMEPXhUQBkoUuISOZFqqqJNrcoeSQiMgopeSQikoey2QuooqSC1o5WJY9EYjjnvgtgZuX+X9ee45BEdllkUjXR5iaYtU+uQxERkTTTmEciIpJRlcWVtHW25ToMkWHFzA4ws+eAF4GXzGy5me2f67hk9HHOZW1bkepqupubs7Y9ERHJHiWPRETyTEe0g+LC4qxtr7fnkYj0czPwVefcns65PYFLgf/OcUwyCvVs2kTB+OxcGVkYLlsTEZHRR8kjEZE8U7+5nimlU7K2PfU8Ekmo1Dn3RO8/zrk6QNd2StpFGxooqqnJyrYKSsfRs3nz4AuKiMiIozGPRETyTH17PdPKpmVte+p5JJLQG2Z2JfC/4f+zgdU5jEdGqa6GRiKTJ2dlW7qrpojI6KWeRyIieaa+vZ6pZVOztr3yonI2dW3K2vZERojPApOAe4Hfh+efyWlEMipFGxuJZKnnkYiIjF7qeSQikmeatzZTPbY6a9vTmWiRHTnnWoGLzWw80KO7rUmmRBsbiUyalOswRERkhBu055GZ7ZHKNBERGRkcjgJTx1ORXDKzA8Pd1l5g+93WDsh1XDL6uG3bKCjO3k0SRERkdErl18N9KU4TERERkdT8kh3vtnZzjmMS2XWRQlxXV66jEBGRNEt62ZqZ7QPsC0wws1NiZo0HSjIdmIiIZIZzLuvbNHTpmkicHe62Zma625qMeJGJVUTXt1JUk51BukVEJDsGGvNof+DjQAXwiZjpm4ALMhmUiIhkRke0g//P3p2HN3ndecP//iRZkncLb5gdAhiTECiQhOxm0jRk31pK0o12+qSdaWfaTtq+7XP16czbefq+82bSZTpt0ofOdJI0TQhdkiZtQ5KmcUgmISSQAMHGQNixsbzbsi1Zy+/9w4KaYLzet84t+fu5Ll9It26d872xDdLROb/jc3P5ApEDcLc1ykie0hLEWpo5eERElGHOOXikqk8CeFJErlDVV1OYiYiIbNLY04iKvAojfasqi2cT/cVnAPzfGNhtTQBsAXdbI4tpLAa4U1vjzlNSgnhLS0r7JCIi+53zfxMReRYAVPVVEfl66iIREZFdGkONmJ43PeX95nvz0R3tTnm/RE6lqu2q+vequlxVP6CqX0ruwEZkmVhrGzzFqdtdExgYPIpx8IiIKOMMt2xt6qDb6wDcZ3MWIiKy2YmeE7hq+lUp77fIV4SOcAcKvAUp75vISUTkGQDnLDymqrec6zGisYoFm+ApS+3yMXdJCWItrSntk4iI7Dfc4FHqK6oSEZGtmnubUZpTmvJ+A/4A2iPtmIVZKe+byGHuNx2AJo9YMAjP1Kkjn2ghl88HjURS2icREdlvuMGjeSJyah3+qdunqeodtiYjIiLLJTQBl6S2/gUwMPOotY+fRBMBOKSqR02HoMkh2tSE7AsvNB2DiIgywHCDR3cOuv1ju4MQEVHmKvIV4UDHAdMxiJzgKQDLAUBEfqOqd45w/hlE5OcAbgIQVNULksemAHgCwBwAhwGsVdV2GahQ/28AbgDQC2C9qu5IPudTAL6VbPZ/q+rDE7wucqB4WzvcxcWmYxARUQYYbre1F1MZhIiI7Gdqt7OAP4COcIeRvokcZvAv4bxxPP8hDHyo98igY98A8KKq/ouIfCN5//8CcD2ABcmvSwA8COCS5GDTPwJYiYEyBdtF5GkW7M5AiQTElfrZpkRElHn4vwkR0STRH+9HlivLSN85nhz0xHqM9E3kMHqO26N7suoWAG3vO3wrgFMzhx4GcNug44/ogK0AikSkAsB1AF5Q1bbkgNELANaMNQsRERFNHsMtWyMiogzS2NOIitwKI32bmvFE5EBLRaQLAzOQspO3kbyvqjqeLQnLVbURAw00isip7bWmAzg26LzjyWPnOk5kCfH5kIhE4PL5TEchIiKLcPCIiGiSOBE6gWl500zHIJrUVNWdwu6GGrXVYY6f3YDIPQDuAYDy8nLU1NRYFm6wUChkW9vpwK7rzz1yGHsM/L36W1rQ//vfIzHKekv8/vP6ef01pmMYw+tPn+sfcfBIRJ7EMNOquesaEVF6aAg14IrpV5iOQTSpichbAP4bwLMAalQ1bEGzTSJSkZx1VAEgmDx+HMDMQefNANCQPF79vuM1QzWsqhsAbACAlStXanV19VCnTVhNTQ3sajsd2HH9ib4+tO3bjxIDf68hEbiLipC9dOmozuf3n9fP6682HcMYXn/6XP9oah4dA5AA8IvkVwxAPYCfJL+IiCgNNPc2ozS71HQMosluFYAnMTB487KI/FFEviQiCyfQ5tMAPpW8/SkAvxt0/JMyYBWAzuTytucAfEhEAiISAPCh5DHKILFgEJ4yM//mu0tKEGtpMdI3ERHZYzTL1pap6lWn7ojIUwBeVtVv2heLiIislkACblcqV8wQ0fupagwDs3xqACA5U+h6AP9bROYD2Kqqf3uu54vI4xgYeCoRkeMY2DXtXwBsEpG/BnAUwEeSp/8RwA0ADgDoBfDpZIY2EflnAG8mz/uOqr6/CDeluVgwiKzyciN9e0pKEd79rpG+iYjIHqMZPCoTkTmqejh5fxYAfnRNRERj4oIL8UScA1hEAETkI6r6q+RMoJ8D+LmIrAVwYrjnqepd53jomiHOVQBfOEc7P0/2Sxkq2hSEf3GVkb49UwKItbUa6ZuIiOwxmmVr9wJ4RUT+JCJ/ArAFwD/YG4uIiDJNga8AXf1dI59INDkMNYP7G6r63ylPQhkp1tQET1nZyCfaQLKygFjcSN9ERGSPEWceqeofkuvwFycP1apqn72xiIjISv3xfnjE7AabAV8A7ZF2BPwBozmITBKR6zGwlGy6iPxo0EMFGKgrSWSJRE8P3Hl5pmMQEVGGOOc7CRFZAeC4qjapap+ILAJwB4AjIvIdVe1IWUoiIpqQkz0nUZFXYTRDkb8IHeEOoNBoDCLTGgC8BeAWANsHHe8G8BUjiYiIiIhGMNzH0BswsPsGROQKAPcD+DKApcnH1tqejoiILHEidALTcqcZzRDwBdDQ02A0A5EDtKvqwyLymKpGTYchIiIiGo3hah55VPVUpbt1ADao6hOq+j8BVNofjYiIrNLY04jpedONZgj4AwMzj4gmt6cAQFWjIvIb02GI7DRQs52IiDLBcINHbhE5tSXONQD+PPgx+yIREZHVmnqbUJpjdqPMQl8h2iPtRjMQOYAMuj3PWArKaE4YtHHl5iLR02s6BhERWWS4ZWubALwkIs0A+gG8AgAich4AbpdDRJRG4ok4PC6zBbOzPdmIxCNGMxA5gJ7jNpFl4h0dcBcVGc3gKSlGvLUF7rxcozmIiMga53wnoarfEZE/A6gAsFlVE8mHsgD8fSrCEREREWWYpSLShYEZSNnJ20jeV1UtMBeNMkUsGISnrMxoBndJCWItLfDOnm00BxERWWPYj6FV9dUhju21Lw4REWUyOWPFDtHko6pc+k+2iwWD8JSbHTzylJSi/9AhoxmIiMg6w9U8IiKiDBCNR5HlyjIdg4iIUiTW1IQswzOPPKUliLW2GM1ARETW4eAREVGGO9l7ElNzp5qOQUREKRJrboan1OwmCe6iIsTbucMmEVGm4OAREVGGawg1YFreNNMxiIgoRTQag3i9RjOIywUkEiOfSEREaeGcNY9EpB1D7wJyqqDjFNtSERGRZRpCDbi44mLTMQAAbnEjmuAyOiIiIiKidDJcweySlKUgIiLbnOw9ifKcctMxAABFviJ0RjpRks3/YmhyE5FuDP8hHXddIyIiIsc45+CRqsYH3xeRKQD8gw412BWKiIisE0/E4XENu7lmyhT6C9ER7uDgERHwAwAnAfwCAwNGHwOQr6r3GU1FRERENIQRax6JyI0isg/AcQBvJP/88yie93MRCYrIu+d4vFpEOkXkneTXt8canoiIRiYipiOcFvAF0B5pNx2DyAmuU9UHVLVbVbtU9UEAd5oORelPo1HA4zYd4zTVoSbYERFRuhlNwezvArgcQL2qzgRwHYCaUTzvIQBrRjjnFVVdlvz6zijaJCKiNFbkK0JHhLvvEAGIi8jHRMQtIi4R+RiA+IjPIhpBrKUFnhJnzO50FxUi0dlpOgYREVlgNINHMVVtBuASEVHVFwAsH+lJqroFQNtEAxIR0fhFE1G4xTmfQAf8AbSHOfOICMDdANYCaAIQBPCR5DGiCYkFg8gqd0adO3dxMWKtraZjEBGRBUZTBKNTRHIBvArgEREJArBq381LRWQnBuonfVVV9wx1kojcA+AeACgvL0dNTY1F3Z8pFArZ1nY64PXz+nn9NaZjWK4l2oKOSAdq2mtGPDcVfwdRjeLtrrdR1lhmaz/jkak/A6M12a8/1VT1MIBbTeegzBNtaoJ31izTMQAAnpJSxJpb4DvvPNNRiIhogkYzeHQbgDCALwP4JIBCADdZ0PcOALNVNSQiNwB4CsCCoU5U1Q0ANgDAypUrtbq62oLuz1ZTUwO72k4HvH5eP6+/2nQMy21r3IZZmIWLKy4e8dxU/R3se2cfqpfZ389YZerPwGhN9utPFRH5HwBqVHW/DBQk+08M1Do6AmC9qu4wGpDSXqwpiJyVK03HAAB4SksQrq0zHYOIiCwwmmVr31TVuKpGVfU/VfX7AP5hoh0ni0OGkrf/CCBLRJyxQJuIKEOcCJ3AtLxppmMQ0V98CcDh5O27ACwFMA8Dr63+zVAmyiDx9na4AwHTMQAAnuJixFtbTMcgIiILjGbwaKii1zdOtGMRmZr8xA0icnEyCxdFExFZqKm3CeW5zqh9QUQABmpJRpO3bwLwiKq2quqfAOQazEUZxCm7bLoKChDv7DIdg4iILHDOZWsi8jkAnwewUEQGT6HOB/DWSA2LyOMAqgGUiMhxAP8IIAsAVPWnAD4M4G9EJAagD8A65V6eRESWimscWa4s0zGI6C8SIlIBoB3ANRjY1faUbDORiOzhlEEsIiKauOFqHm0C8CKA/xfANwYd71bV4EgNq+pdIzz+YwA/Hk1IIiIaH47JEznOtzHwIZwbwNOnNgsRkasBHDQZjIiIiOhczjl4pKrtGPhU7CMicgGAK5IPvYKBLWWJiIiIaAxU9fciMhtAfvK11ilvAfiooVhEREREwxqx5pGIfAEDs5BmJb82icjf2h2MiIgmJpaIwe1ym45xFq/Li0g8YjoGkTGqGnvfwBFUtefURiJE45Xo6YErN8d0DCIiykDDLVs75XMALj71gkZE/h8ArwF4wM5gREQ0MU29TZiaM9V0jLMU+YvQEe5gIW8iIotFm4LwlJWZjnEmlwsaj0Pczvswg4iIRm80u60JgOig+9HkMSIicrCGUAOm5U0zHeMsAV8AHZEO0zGIiDJOLBiEp8xZA/PuKQHEO/hvPhFRuhtutzWPqsYA/ALAVhH5TfKh2wE8nIpwREQ0fg2hBiwvX246xlmKfEVoj7SPfCJRBhORoX45OwEcSb7+IhqzWLAJ/iVLTMc4g6e4BLGWFniKi01HISKiCRhu2do2AMtV9T4ReQnAlRiYcfR5VX0zJemIiGjcGnsaHblsLeAPYH/7ftMxiEx7AMByALsw8PrqguTtYhH5vKo+bzIcpadYMIgshy1b85SWINbcAlRWmo5CREQTMNzg0emlacnBIg4YERGlkVgihix3lukYZ+HMIyIAwGEAf62qewBARBYD+BqAfwbwWwAcPKIxS/T2wZWbazrGGTwlJejdscN0DCIimqDhBo9KReQfzvWgqn7fhjxERJThCn2F6Ix0mo5BZNqiUwNHAKCqtSLyAVU9KMLSkpQ5PMXFiLe2mo5BREQTNNzgkRtAHlgcm4goLTn1DajH5UFCE6ZjEJlWLyIPAtiYvP9RAPtExIczNyohSmuu3FwkenpNxyAiogkabvCoUVW/k7IkRERkmVgiBpeMZkNNIjJkPYC/BfBlDHxQ9yqAr2Jg4Gi1uVhERAOiwSBO/MO9mPGD78NTWmo6DhEZNtw7C2d+ZE1ERCNq7m1GWbaziqYS0RnWAPixqt6uqrep6v2q2quqCVUNmQ5H6UcTCcChM04dm4uG1fLAg+jbvh3NP3nAdBQicoDhZh5dk7IURERkqROhE5iWN810DCI6t1sA/FBEtmBg6dpzqhoznInSWLy9He5AwHSMoamaTkBjsHfpMmgkcvp+x8aN6Ni4EeLzYdHOdwwmIyKTzjnzSFXbUhmEiIis09DTgOl5003HIKJzUNVPA5gP4FcA7gbwnoj8h9lUlM5iwSA85ZxxShN33gvPo+CmGwHXwFtF8ftRcPNNmP+nFwwnIyKTWBCDiCgDNYYaMTV3qukYRDQMVY0CeBYDM4+2A7h1vG2JSKWIvDPoq0tEviwi/yQiJwYdv2HQc74pIgdEpF5Erpv4FZFJ0aYmZJU5c/BIsjzQKOvAp4ussjK4cnKARALi9UIjEbhy81j3iGiSG27ZGhERpamYxuB1e03HOCef24e+WB+yPdmmoxAZISJrAKzDQHHsGgD/AWDteNtT1XoAy5JtuwGcAPAkgE8D+IGq3v++/hcn+z8fwDQAfxKRhaoaH28GMivWFIR/0SLTMYbkLi5GrK0NWeXlpqPQKPUfOwbvggUI3LUOkf0HEGtuNh2JiAzj4BEREaVcwB9AR7gD2XkcPKJJaz0GZhx9TlUjI5w7VtcAeE9Vj8i5CxXfCmBjsu9DInIAwMUAXrc4C6VIrKUZnpIS0zGG5CkpQay5hYNHaaTo9tvhnTsPvW9sRcU/ftt0HCJyAC5bIyLKQOrw4qRFviK0R9pNxyAyRlXXqepTpwaORORyEfmJRc2vA/D4oPtfFJFdIvJzETlVUXk6gGODzjmePEbpKp6AeJz5ubCnpASxFs5cSSf9h4/Af/5iJHp7TUchIodw5v8wREQ0bvFEHC5x9mcDp2YeEU1mIrIMA8Wy1wI4BOC3FrTpxcBObt9MHnoQwD8D0OSf3wPwGQBDTUk6a9RZRO4BcA8AlJeXo6amZqIRhxQKhWxrOx1Ycf25Rw5jj0P/Dl1tbfDW1SF8jsf5/Xfe9ecePoQ9W7Yg9/AR23+unHj9qcTr5/Wny/Vz8IiIKMM09zWjLMeZRVNPKfIVoSHUYDoGUcqJyEIMzAy6C0ArgCcAiKqutqiL6wHsUNUmADj1Z7LvnwH4ffLucQAzBz1vBoCzfilVdQOADQCwcuVKra6utijmmWpqamBX2+nAiutv3rUbpQ79O0xEImgLNqPkHPn4/XfW9asqmnfuRFl1NVr278eUiy6CKzfXtv6cdv2pxuvn9afL9Tv7o2kiIhqzPS178FjdY2jpazEd5ZwCvgA6Ipx5RJPSXgzUJLpZVa9Q1X8HYGWR6rswaMmaiFQMeux2AO8mbz8NYJ2I+ERkLoAFALZZmIPoNJfPB+3vNx2DRil64gS80wdWsforKxGu32c4ERE5AQePiIgyzON7H8eBjgN4cOeDpqOcU743H12RLtMxiEy4E8BJAC+JyM9E5BoMvYRszEQkB8C1OHP5230isltEdmFgZ7evAICq7gGwCUAtgM0AvsCd1tJXor8fksUFBWSNcG0t/IsXAwD8VVUI760znIiInID/yxARZYgVj65Af/wvn+xuqt+ETfWb4HV7sf3j2w0mO5vb5UYCCdMxiFJOVZ8E8KSI5AK4DQODOeUi8iCAJ1X1+Qm03Qug+H3HPjHM+d8F8N3x9kfOEQs2w1Pm7OXKOPfOf+Qwkf37kZ9cRuMpLUW8xbkzmYkodTjziIgoQ2y+YzNumHsD3OIGAPjdftw490Y8d+dzhpMR0fupao+q/lJVb8JAvaF3AHzDcCxKU7FgEJ6yctMxhufwXUDpLzQWg3i9pmMQkcNw8IiIKEOU5pQix5ODuMbhdXsRiUeQ681FSXaJ6WhENAxVbVPV/6Oqf2U6C6WnWLDJ+TOPKH253NBYzHQKIjKMg0dERBnkcNdhXDHtCjx2w2NYW7kWrX2tpiMREZHNYsEgssqdPXgkfj8S4bDpGDSCWEsLPFPOWP0K37y56D90yFAiInIK1jwiIsogl0+/HOsq1yHPm4dvrfqW6ThERJQC8Y5OuAoLTccYlqe4GLGWVnhnTDcdhYYRrquD//zFZxzzVVUhvHs3fAsWGEpFRE7AmUdERBmkN9qLPG+e6RijpqyBQURkCXF4QWpPaQniLc2mY9AIwnV74a+sPOOYd9Ys9B85aigRETkFB4+IiDJET7QHOVk5pmOMWl5WHnqiPaZjEBFRCnhKShDjrl2Ol+jrhSs394xj4nYDyh1SiSY7Dh4REWWIt06+hZXlK03HGLUiXxHaI+2mYxARUQq4S0oQa2EdvnTG2cJEkxsHj4iIMsTult24oOQC0zFGLeAPoCPcYToGEVFaS5c39J4pUxBr4+CRk8W7u+F+36yjUzxTpyJ28mSKExGRk3DwiIgoQyQ0AY8rffZBKPIVoSPCwSMioolIhEJw5Tm/1p14PEAsbjoGDSOydy98VVVDPuavqkK4ri7FiYjISTh4RESUAU72nERZjrO3aX6/gC/AwSMiogmKBYPwlKfXv//kTOHaWvgXLx7yMd+CBYjs25/iRETkJBw8IiLKAK83vI7Lpl1mOsaYFPmL0B5mzSMioomINTUhqyxNBo8cviPcZBfr6IAnEBjyMZffD+2PpDgRETkJB4+IiDLAse5jmJk/03SMMcnLykMoGjIdg4gorUWDQXjKy03HGJ00qc9ERERn4+AREVGaSyS3z5U0+0Q33fISETlRrCkIT7rMPEL6FPiebBKRCFxe77DnuPLyEe/qSlEiInIaDh4REaW5+rZ6VE6pNB2DiIgM0EgELr/fdIxRceXlIdHTazoGDSGybz98CxcOe46/ahHCe/emKBEROQ0Hj4iI0ty2k9twydRLTMcgIiIalqekGPGWZtMxaAjh2lr4z7HT2im+RYsQ4Y5rRJMWB4+IiNJcZ6QTRf4i0zGIiIiG5SkpQaylxXQMGkL0ZCM8FRXDnuMJBBDv7ExRIiJyGg4eERGlsXAsDJ/bZzrGuClY+4KIaLJwc/DI0ViLkIiGw8EjIqI0tiO4A8vLl5uOMW4COV3wm4iIxkbjccCVPi/nPaWliLW0mo5B76PxOERG93MkWVlI9PfbnIiInCh9/rchIqKz7AzuxNLSpaZjjFu+Nx/d/d2mYxARpaV4Wxs8xVNMxxg1d2Eh4u3tpmPQ+/QfOgTvvHmjOtc7fz76DxywOREROREHj4iI0lg0EYXXPfzWuk5W5CtCR6TDdAwiorQUbQrCU15uOsaoicsFKJcrO024thb+xcMXyz7FX1WFcB13XCOajDh4RESUplr6WhDwB0zHmJCAP4D2MD+FJiIaj1iwCZ7SMtMxKM31Hz4C7+zZozo3a/p0RE+csDkRETkRB4+IiNLUG41v4NKKS03HmJCAL8CZR0RE4xQLBuEp5+ARTYxqAuJ2j+rcgaLanD1GNBnZNngkIj8XkaCIvHuOx0VEfiQiB0Rkl4ikb8VXIiID3ut4D+cVnWc6xoQU+Ys484iIaJxiLa3wFBebjkFpTMe1jFCgCW52QTTZ2Dnz6CEAa4Z5/HoAC5Jf9wB40MYsREQZ5dSLvXTfVpczj4iIJiAx+hkjjiEyzgELskP0RAO806eP6TlZM2cievy4TYmIyKlsGzxS1S0A2oY55VYAj+iArQCKRKTCrjxERJnkYOdBzC2cazrGhGV7stEb6zUdg4iIUsRdWIhEZ6fpGJQUrquFr2p0xbJP8VctYtFsoknIZM2j6QCODbp/PHmMiIhGsLVxKy6dlt71joD0nzlFRERj4ykpRqylxXQMSors3w/fggVjeo5v3jxE3jtgUyIiciqPwb6Hescw5BxWEbkHA0vbUF5ejpqaGlsChUIh29pOB7x+Xj+vv8Z0jFHb0b4D05usHW839XdwuOMwajpS3+/7pdvPgNUm+/UTUWq4S0oQa2mBb/5801EIgEajcHm9Y3qOeL1ALGZTIiJyKpODR8cBzBx0fwaAhqFOVNUNADYAwMqVK7W6utqWQDU1NbCr7XTA6+f18/qrTccYlWg8irrddaheVm1pu6b+Dva8s8fyaxmPdPoZsMNkv36idJMIhyE+n+kYY+YpKUV4zx7TMYiIaIxMLlt7GsAnk7uurQLQqaqNBvMQEaWFnc07cWHphaZjEBGRQbHmZnjKykzHGDNPaQlirVy25gSx1lZ4poxvtz53UQCxtuHK2xJRprFt8EhEHgfwOoBKETkuIn8tIp8Xkc8nT/kjgIMADgD4GYC/tSsLEVEm2d60HcvLl5uOQUREBsWamuApKzUdY8xceXlIdHWbjkEAwrV18C8eW7HsU/yLqxCuq7M4ERE5mW3L1lT1rhEeVwBfsKt/IqJMFYlHkO3JNh3DMi5xIZaIweMyuZKaiCi9xIJB+BYuNB1jzLhRgnOE99YhcNfd43qur7ISHZt+hbzLL7c4FRE5lclla0Rkk+beZqzfvB4tfZwWnmnaMt1wAAAgAElEQVQ6I50o8BaYjmGpQm8huvq7TMcgIkor0aZgWi5bAwBwAMkREr29cOfljuu57vx8JHpCFiciIifj4BFRBvrprp9iR9MOPLjzQdNRyGLbTm7DxRUXm45hqYA/gI5Ih+kYRERpJdHdDVd+vukY46NDbrBMREQOxjUCRBlkxaMr0B/vP31/U/0mbKrfBK/bi+0f324wGVllb9teXDPrGtMxLFXkK0JHuAMoNJ2EiCi9cAkYjVc8FII7d3yzjk4Rnx+Jvj64sjNnKT0RnRtnHhFlkM13bMYNc2+AYODFpN/tx41zb8Rzdz5nOBlZRVXhksz6pzvgD6A90m46BhERpYrbBY3HTaeY1CJ798K3aHzFsk/xLVyAyL59FiUiIqfLrHcgRJNcaU4pPOKBQuERDyLxCHK9uSjJLjEdjSxwrOsYZuTPMB3DcqdnHhER0aTgmTIF8XZ+aGBSuLZ23DutneJfvBjhur0WJSIip+OyNaIM817ne1gzZw2yPdnwur0smp1BXm98HVdOv9J0DMsV+Yo484jIAiJyGEA3gDiAmKquFJEpAJ4AMAfAYQBrVbVdBtY7/RuAGwD0AlivqjtM5Kax0zSvGeQuLkaspQWeEn64ZUqsvR2eKVMm1IanrAyxYJNFiYjI6TjziCjDXDbtMtx31X2YmjsVX7/o6/jh6h+ajkQWOdlzEhV5FaZjWM7v8Z9RqytTcRdESpHVqrpMVVcm738DwIuqugDAi8n7AHA9gAXJr3sAcIeFNJLo6oK7MH133vSUlCLWzH8L0x1rbhFNLhw8Isogpz6JFBFcUnEJ3mh8w3AiskosEcu4WkeTDXdBJENuBfBw8vbDAG4bdPwRHbAVQJGIZN7odIbqq6tD+6ZNiDU3m44yLp7SEsRaOXhkSqK/Hy6v15rGhPWriCYLvhMhyiBHuo5gdsFsAMCy0mV4O/i24URklT2te3B+8fmmY9A4rHh0BZY8vASb6jdBodhUvwlLHl6CFY+uMB2NMo8CeF5EtovIPclj5araCADJP8uSx6cDODbouceTxygNtP3XQ+g/eAjNP3nAdJRx8RQXI97CwSNTIvv2w7dggSVteefMQf+RI5a0RUTOxppHRBlka+NWrJ65GgDgdrkBAAlNcMZKBnjz5JtYV7nOdAwah813bMb9b92P5488j1giBr/bj2tmXYOvXvRV09Eo81yuqg0iUgbgBREZrpLtUOtNziqkkxyEugcAysvLUVNTY0nQ9wuFQra1nQ5Ge/1lX/w7SCx2+n7Hxo3o2LgR6vEg+ON/tzGh9XLr6rA7ec38/qf2+rNfeRWRxVVIWNCnO9SNrN/8BuGLLhp3G/z+8/p5/TWmY4wKB4+IMkiwN4jy3PLT95eULMHult1YWrrUYCqyQm+0F3nePNMxbKNnv2fNGAW+AhzsOIh4Ig63uLkLItlGVRuSfwZF5EkAFwNoEpEKVW1MLksLJk8/DmDmoKfPANAwRJsbAGwAgJUrV2p1dbUt2WtqamBX2+lgtNcf/fOLCN53H7qe3QzE4xC/H/nXfhDlX/86FpeW2h/UQs27dqM0ec38/qf2+oM7d6L0jjssqVmk8ThaHvzp6e/lePD7z+vn9VebjjEqnI5AlCGGqolz6bRL8XrD64YSkVV6oj3IycoxHYPGoamnCfe/eT+Ks4uxtnItHrn+ESwMLERrX6vpaJRhRCRXRPJP3QbwIQDvAngawKeSp30KwO+St58G8EkZsApA56nlbeRcWWVlcOXkDgwc+XzQSASu3Dx40mzgCADAYstGWVXsWtxuIMGaR0STAWceEWWI2tbas2ri+D1+ROIRQ4nIKm+dfAsry1eOfGIac4sb0UQUWa4s01Es83bwbbx07CXcu/Je+D3+08c/fcGnMT0vvUvLNPc242tbvob7r76fM6icoxzAk8k3hB4Aj6nqZhF5E8AmEflrAEcBfCR5/h8B3ADgAIBeAJ9OfWQaj8jBg8i9+mqUfeXLaH8ifYtmQzN3xqmTaTwOSZY2sLRdVe6+RpThOHhElCHePPkm1lauPev4nII5ONh5EPMK5xlIRVZ4t/VdfO7Cz5mOYauAL4DOSGfGDEQ8uf9JROIRfGX5V856MX393Otx35v3YWnp0rR9oT1457j/tep/mY5DAFT1IICz1iiraiuAa4Y4rgC+kIJoZLHcS1eh+LOfhcvnQ8U/ftt0HEoz/YcPwztnjqVtesrKEAs2I6u8bOSTiShtcdkaUYboifYg35t/1vGrZ1yNLce2GEhEVokn4vC4Mnusv8hfhPZwu+kYExaNR/GjHT9CRV4F1i1aN+TgkEtcuHb2tXju8HMGEk4Md44jMk8j/XD5fKZjTJh4s6D9/aZjTDrh2lr4F1dZ2qZ/0SKE62otbZOInIeDR0QZoDfai2xP9pCPFfmL0NnfmeJEZJWTPSdRlpP5n+QFfAF0RDpMx5iQlr4W3PfmfbhjwR1YVbFq2HNXlK/A7pbdabesdPMdm3HD3BtOD2b63X7cOPdGPHdn+g2EEaWj/iNH4J09y3QMS7iLixFrazMdY9LpP2T9zCNfZSUi+/Zb2iYROQ8Hj4gywI7gDiwvX37Ox0uyS9Dcm6Y1ESa51xtex2XTLjMdw3bpPvPo3ZZ38dC7D+ErK76CGfkzRvWctZVr8av6X9mczFqlOaVwiQuxRAxet5c7xxGlWOjll5F39dWmY1jCU1yCWHOL6RiTjmpioMi1hVzZ2dBwn6VtEpHzcPCIKAPsat6FC0suPOfjV8+4GjXHa1IXiCxzrPsYZubPHPnENJfOM4+eee8ZvBN8B/euvHdMu+LNLpiN7v7utBs029m8E3cuuBOP3fAY1lau5c5xRCkUa22DpyQzBms9pSWItfCDrVRSFiknognI7CIaRJNELBFDlvvcu1TNyJ+Bhv0NKUxEVkhoAoB12+k6WZEv/WYeRRNRbNi1AUtLl+Lm824eVxt3V92NR+sexReWpUfd4j8f/TO+cfE3cNWMqwAA31r1LcOJiCaPeGcn3Pl5pmNYxlNSgkh9vekYk0qsoQFZ06bZ0rYrNxfxUAjuvMz5GSWiM3HmEVGaa+1rRcAfGPG8HE8OeqI9KUhEVqlvq0fllErTMVIiy52FmMZMxxi1tnAb7tt2H26adxOumH7FuNsp9BUi4AvgYOdBC9PZI9Qfwo6mHacHjogotUKvvIrcKzPn989dXIxYC5etpVJfbS38VYttadtXuYiDgUQZjoNHRGlu28ltuKTikhHPu2L6FXj1xKspSERW2XZyGy6ZOvL3llKrrrUOP9v1M3x5xZcxu2D2hNv7yMKP4Nf7fm1BMns9tOchrL9gvekYRJNWZP9++BYuMB3DMi6vF9ofNR1jUrHzZ8hftQjh2jpb2iYiZ+DgEVGa29++HwuKRn4hsGjKIuxt25uCRGSVzkgnivxFpmPQIJsPbcYbjW/gaxd9DblZuZa0meXOwgfKPoBtjdssac8OO5t3YnredBbGJjJEo1GI2zUpljGTfTQahcvrtaVtT3Ex4u3cPY8ok3HwiCiNnSp8OJoXkyICj8uDaIKf8qWDcCwMn9tnOgYlxRNxbNi1AT63D+svWA+XWPvf5wdnfRB/Pvbn03WunCSaiOIPB/+AW+ffajoK0YREg0Ec/vgnEGtOvyLNvTveRvbyFaZjWI+DYUREaYODR0Rp7Gj3UcwqmDXq81eWr8RbJ9+yMRFZZUdwB5aXLzcdgzAwA+y+N+/DB2d9EKtnrbalDxHBTfNuwu8P/t6W9ifi8brHsW7ROssHzIhSreWBB9G3fTuaf/KA6Shj1rttG3Iuvsh0DOtx96+UibW1wROYYm8nbjc0yg8piTIVXwkSpbGtDVuxqmLVqM9fXr4c25u225iIrLIzuBNLS5eajpFSAud9Ar2/fT8e3PkgvvCBL2Be0Txb+7qg5AIc6DiA3mivrf2MxdGuo4hrHPMK7b12IjvtXboMdYuq0LFxI6CKjo0bUbeoCnuXLjMdbVRU1dblRjQ5hGvr4F9cZWsfvvPmI3LQ+RtAENH4cPCIKI019TZhau7UUZ+f5cpCXOOnl7uRc0UTUXjdk+uNgtftRSQeMR3jtBePvIiXj7+Mr638Ggq8BSnpc13lOjxR/0RK+hqJquKXdb/Ex6o+ZjoK0YSc98LzyF+z5vQSKfH7UXDzTZj/pxcMJxud/kOH4J0313QMW0i2H4m+PtMxJoXI3jr4Fi2ytQ9/1SKE61g0myhTcfCIKE3FE/FxFc5cXLwYta21NiQiq7T0tWCK3+ap5Q5U5CtCR7jDdAwkNIH/2P0fiGscn13yWbhd7pT1PS1vGqKJKJp7zddk+f3B3+O6OddNukFMyjxZZWWIdyT/bXG7oZEIXLl58JSWmg02SqGXtyDv6qtNx7CFp7gEsdZW0zEmhXhPD9x5ebb2kTVzJqJHj9naBxGZw8EjojRV11aHxcWLx/y8y6ddjv9u+G8bEpFV3mh8Y0zLETNFwBdAR8TM4FFzbzN+ePKHONx5GP/65r/iyulX4kNzPmQky92L7sbjex830vcpbeE2HOo8xLpblDGiJxtRtG4dCm+/HUVr1yLW0mI60qjF29vhCQRMx7CFp7QkLQuY09DE5QLA2e1EmcpjOgARjc+2k9vwkYUfGfPzcrJy0BfjFHEne6/jPdww9wbTMVKuyF+E9ki7kb5/uuunOBg5iK/UfAX/dd1/ochfZCQHAOR581CRV4H6tnpUTqk0kuGhPQ/hs0s+a6RvIqvFWlsR+Og6FH96PXq3b0e8swv5f2VP8Xurxdrb4S4sNB3DNp6SEvQfPw5kZZmOktHioR64c3NT1p+qjmt2PBE5G2ceEaWpUH8I+d78cT13Zv5MHO06anEissKpelST8UVXwBdI+bK1FY+uwJKHl2BT/SYoFAc6DuDKJ67EikfNbol9+/zb8dSBp4zUJ3ut4TVcUHxByuo8Edmta/NmFKy5DgCQvXw5+t7eYTjR6PVs2YK86sxcsgYMDB7FuWzNdpH6vfBV2lvv6JSs6dMRPdGQkr6IKLU4eESUhvpiffC5feN+/lUzrsLLx1+2MBFZ5WDnQcwtzMzCqCMxMfNo8x2bsWbOGrhloK6R3+3HjXNvxHN3PpfSHO/ncXlw6bRL8eqJV1Pab1+sD68cfwXXzr42pf0S2Sl2sglZFRUABgbmXXn5iHd2Gk41OpGDh+Cdl7m7HboDAdY8SoHwnlrbd1o7xbdoESJ7WTSbKBNx8CgDNfc2Y/3m9WjpS5/1/DQ2bze9PaFaJCXZJWgLt1mYiKyytXErLp12qekYRhR4C9AZSe0butKcUnREOpDQBDzwIBKPINebi5LskpTmGMqV06/Eaw2vIZaIpazPR/Y8gk8u/uSknPlGmSly6BC8s2edcazgug+h6zmzA8Sjof39EI8no38fxeMB4gnTMTJerL0NnuLilPTlW7AAkf37U9IXEaUWB48y0E93/RQ7mnbgwZ0Pmo5CNtnZvBNLS5dOqI2AL4DWPn7a5zStfa2OGLgwwePyIKGpfxPREGrA2sq1uLfiXqytXOuY3wsRwW3zb8NTB55KSX/H+4+jwFeAiryKlPRHlArdz7+A/A+dWfzeO2cOokedv3S79623kHPRStMx7JfBg2OTkcvrhUajpmMQkQ1YMDuDrHh0Bfrj/afvb6rfhE31m+B1e7H949sNJiOrRRPRCW+fffXMq7Hl+BbcvuB2i1LRREXjUWS5WDQ0lerb6vG5pZ/DLefdgpqaGnx81cdNRzpD5ZRKbD68GaH+EPK89m2xHE/E8VroNfz7wn+3rQ+iVFNVJELdcBecXb8ra8YM9B87Bu/MmQaSjU7vW2+h5G/+xnQMSnOJ/n64vBN7zUhEBHDmUUbZfMdm3DD3htO1cHxunyNqd5C12sJtKPJNfCeo2QWzcbTb+Z+8TiY7m3fiwtILTccwSlO8xe/zR57HdXOuS2mfY3XXorvw+N7Hbe3jV/t+hcvyLoPb5ba1H6JU6nvnHWQvWzbkYwVr1qBr8+YUJxo9VYXG4pDJsAuZgY0BJpPI/v3wzp+f0j5dBQWItZvZPZWI7MPBowxSmlOK3KxcROIReF1eR9XuIOtsa9yGSyousaQtv9uP3mivJW3RxG1v2j6hWlY0Nt393chyZU2o+HwqlOWUwePyoDHUaEv7jaFGdEQ6MMM7w5b2iUzpeeVV5F155ZCPuYuKkOjsNLKj4WhE9u+Hb8EC0zFSx6Hfh0wQrq2Fv2pxSvv0Vy1GpL4+pX0Skf04eJRh6trqsHrGajx242NYXLwYwZ6g6UhksX3t+7AgYM0LysunX47XG163pC2auEg8gmxPtukYk8YfDv4BN827yXSMUflo5UexsX6j5e2qKh6pfQSfOv9TlrdNZJJGo1BNQIZZrpO9bBn63nknhalGr+eVV5B31dADX5lGRRC4/37EmptNR8lI0YYGZE2fltI+/YsqEa7bm9I+ich+HDzKID3RHlw09SL86JofoXJKJb539fewatoq07HIQqoKhcIl1vzqLi5ejD2teyxpiyamM9KJAu/ZdTkmo1TMBFBVNIQaMCM/PWbb5GTl4Lyi8/Buy7uWtvvCkRdw5fQrOWhJGSf06qvIu+KKYc/Ju+oqhLZsSVGisYl3dsFdWGg6Rkr07diOrIOH0PyTB0xHyVip3rHPXViIRHdXSvskIvtx8CiDPFI7sMXyKTPyZyDYGzyjiDalt+PdxzErf9bIJ46SS1wQkZRuBU5D23ZyGy6uuNh0DOOyPdnoi/XZ3s+bJ9/EyqnptYvRTfNuwu8P/t6ywbWu/i682/ouLpt+mSXtETlJ3463kf2BDwx7zqlZSYl+Z71OirW2wj0lYDqG7fYuXYa6RVXofX0rRBUdGzeiblEV9i4duk4VjZ3G4xDWsiMii3DwKEPUt9Wj2F98Vn2jm+fdjGfee8ZQKrLa642vY1WFtbPJVpStwNvBty1tk8Zub9teLJqyyHQM4wK+ADoiHbb382rDq7h82uW292Mll7iweuZqvHj0RUvae+jdh7D+/PWWtEXkJPFQCK7cHIhr5Je5+VdfjdDLL6cg1eiFal5GfnW16Ri2O++F51Fw040Q30DdOfH7UXDzTZj/pxcMJ8sc/UeOwDtntpG+xetFIhIx0jcR2YODRxkgoQn8dv9vceeCO896bH5gPg51HuLMkgxxsuckKvIqLG3zoqkXYdvJbZa2SWOnat1yxHRW5CtCe8TeHVqaeppQ4i9Jy53FLqm4BDuCOxCNRyfUzo6mHZhTOAdT/FMsSkbkHN3Pv4D8a68d1bn+pUsR3rXL5kRj03/0KLxz5piOYbussjK48vKg/f1QtxsaDsOVmwdPaanpaBkjvKcW/qoqI337FixAZN9+I30TkT34TiUDPPPeM7hx3o3nfCP0oTkfwgtH+ClOuosn4rasWc9yZyGWiDl2x5nJ4FjXsbSpvWO3gD+AjrC9M4+eOfgMbj7vZlv7sNOHF34Yv97/63E/vz/ej+cOP4eb56Xv3wHRcPoPHYTvvPNGda6IOGpb8UQkAsnKMh0jZWItrShatw5t3/wG8q65Br1vbuPrEQv1Hz4M79y5Rvr2V1UhvLfOSN9EZA8OHqW5jnAHjnQdwYWlF57znAtLL8Tult38zzjN7W3bi8VT7NlqtTJQiRPRE7a0TSN7vfF1XFpxqekYjmD3zKNoIoqeaA8C/vStJzKvcB7awm3ojHSO6/mP1T2Gj1V9LOUFVIlSIdoUhKe0bEzPKbj+enRv3mxTorHpfeMN5F4yeerfzfzxv6PiH7+N2IwZmPmTH2Pav/wLmv/t36CJhOloGUETcYjbzCxbT0UFYo2NRvomIntw8CjNjXaL5atmXIVXTrySgkRkl20nt9lW4PeK6Vegtq/WlrZpZHYsR0xXds88+vPRP+OvZv6Vbe2nyl2L7sJjdY+N+XmHOg9BRDCrwLrC+0RO0r35WRRcv2ZMz/HOmIHoCWd8gNL79siFvjNZ9pIlKLj+egS/9z1ojCUXJkJVjX5IwA8oiDKPrYNHIrJGROpF5ICIfGOIx9eLSLOIvJP8+qydeTLNzuadmFM4B4W+kbdyvWTqJdjauJWzj9JYd3/3qL7X45HnzUM4EbalbRpePBFnraNB8r356Oq3b3vfd1vexQUlF9jWfqpM8U9BnjcPR7uOjvo5CU3g8b2P4+6qu21MRmRWrKVlXDVzsmbPRuTQIRsSjZ6qAgmFeDxGc5jmr6xE0Yc/jOC/3g912E546STW2AjP1KmGUwhnkRFlENvesYiIG8BPAFwPYDGAu0RkqDU3T6jqsuTXf9iVJ9PEEjE8e+hZ3DTvplGdLyJYUb4C25u225yM7BCOheFz+2ztY4pnChpCDbb2QWfb07oH5xefbzqGY7jEBYU9g9zvdbyHeYXzMubT0LWVa7GpftOoz//dgd/hxnk3Iss1eeqp0OQS3rcPvvnzx/XcguuuQ/dzz1ucaGwie/fCv6jSaAan8M2di8AnPoGm+/4ViTA/3BqPcG0t/FX2lDsYLe/sWYgeHf2HHETkbHZ+3H0xgAOqelBV+wFsBHCrjf1NKr/Z9xvcseCOMc1YWD1zNV469pKNqcguO4I7sLx8ua19LMlewp8PA7ad3IaLpl5kOsak8OyhZ7Fm7tiWsziZz+3D+SXnj+pDgZa+FpwIncDS0qUpSEZkRujFF5H/wQ+O67nuggIkQt1GZ0mEXnkVuVdcYax/p/HOmI7i//FZBO/7VyR6ekzHSTuR/fvhW7jAaAZfVRXCdSyaTZQp7Bw8mg7g2KD7x5PH3u9OEdklIr8WkZk25skYzb3NaI+0Y2Fg4Zie5xIXFk1ZhNpW1rZJNzuDO21/01foKURLX4utfdDZeqO9yPPmmY7hKALrZwb1RHvgFjeyPdmWt23Smjlr8Pzh55HQ4d/wPrznYaw/f31qQhEZoIkEEr19cOXmjruN7BUr0Ldjh4WpxiYRCsGdn2+sfyfKKi9HyRe/gOD3vod4l31LmjNRor8fLp+9s9ZH4ps7F5GDB41mICLr2LmoeqhX/+9fi/AMgMdVNSIinwfwMICzKpmKyD0A7gGA8vJy1NTUWBx1QCgUsq1tK/2u/Xe4rvC6cWXN0Rxs2LUBtwVuO+uxdLl+uzj5+g+0H8BrHa/Z2kcoFEJzZzP+0P4H5LrH/+I7XZn4/ocTYZzsPomartT2ey5O+R043HEYNR3W5ni1+1VU+iuHvT6nXP9YlYfL8f0/fh8rc4cuqL+nbw886sFbr701bDvpev1EAND71lvIuWhim0rkXXEFmn/8E+SstGdziuG4OjrgKSlJeb/pwDNlCkq/9CUEf/ADlP7d38EzZYrpSGnBCUu0JSsLiMdNxyAii9g5eHQcwOCZRDMAnFFQRVVbB939GYD/b6iGVHUDgA0AsHLlSq2urrY06Ck1NTWwq22rvNH4Bq6PXI8PzfnQuNtorW/F7KmzMbdw7hnH0+H67eTU628Pt+PIe0dQfX61rf3U1NTgM8s+gz2te1B9nr19OZGJ7//Lx17GWt9aLCtbltJ+z8UpvwO179Siepl1OVQV27dvx0dWfmTY85xy/WNVjWp8763vYdWyVfB7/Gc81hvtxbZ3tuHrF319xHbS9fqJAKDntddQ+sUvTqgNycqCuN1IhMNw+f0jP8FCvt3vIm/9yLvnTlbuwkKU3ftVNH//+yj+3OeQVV5mOpKjxdra4C4qMh2DiDKMncvW3gSwQETmiogXwDoATw8+QUQG7019CwAuih1GNB5FzbEaXDv72gm1c8t5t+Dp954e+URyhG0nt+GSiktS0tfcwrk42Mnpxanybmtm7PxlByt3htwR3IHlZfbWDDNtbeVaPFH/xFnHH97zMD61mG9IKbMlIhGIy23JLmV5q1cj9FLq6/+5WlvhncnqDcNx5+Wi7OtfQ+vPfoboiROm4zhauLYO/qoq0zEAAO7iYsSam03HICIL2DZ4pKoxAF8E8BwGBoU2qeoeEfmOiNySPO3vRWSPiOwE8PcA1tuVJxM8vvdx3LXorglPQ/V7/CjyFaEx1GhRMrLTvvZ9Y65vNV4iAq/bi3CMO5ukQjwRh8c1ubdkHkpuVi56otYVR91yfAuumnGVZe050cz8meiN9aK17y8Teve07kFxdjHKc8sNJqNUEZGZIvKSiNQlX1t9KXn8n0TkhIi8k/y6YdBzvikiB0SkXkSuM5d+YkIvv4y86qstact/wfkI79ljSVujlejrA7K4C+JouPx+lH39a2h75BFEDh0yHcexInvr4HPI4JG/qgrhvXtNxyAiC9g58wiq+kdVXaiq56nqd5PHvq2qTydvf1NVz1fVpaq6WlX5L8s5nAidQExjmFUwy5L27lxwJ3574LeWtEX2UtUx7ao3UZdWXIqtjVtT1t9kdbLnJMpz+KZ+KAF/AO2RdkvaaulrQcAXgNvltqQ9J7t70d14bO9jaO5txqee/RQer3scH174YdOxKHViAO5V1SoAqwB8QURO7dP9A1Vdlvz6IwAkH1sH4HwAawA8ICJp+YsS3r0b/iVLLGlLROAOTEGstXXkky3S8/pW9C+qTFl/6c7l9aLsa19Dx69/jfC+fabjOFK8pwfuPGdsxuFbWIlIfb3pGERkgdS9I6UJeazuMdy96G7L2svz5sHr8qIt3GZZm2S9Y93HMCN/Rkr7XFKyBLuad6W0z8no9YbXcem0S03HcKQiXxE6wh2WtPXMe8/g5vNutqQtpyv0FaI0uxT3vXkfdgR3IBwPp3TgmcxS1UZV3ZG83Y2BWd9D7XJ7yq0ANqpqRFUPATgA4GL7k1or3tEBV0GBpcWBC65fg65nN1vW3kj6du1EdO7ckU+k08TjQdm996LrD39E3+53TcdxHCcUyz7FnZeLRG+v6RhEZAG+qkwDLx19Casqzi6EOlF3LrwTv9n3G0vbJGttbdyKVRWrUtrnqZPP5LAAACAASURBVBka8QR3x7DTse5jmJnP+hZDCfismXkUS8TQGelEcXaxBamcb8WjK/DdN76LzYcH3vQ+d/g5LHl4CVY8usJwMko1EZkD4AMA3kge+qKI7BKRn4tIIHlsOoBjg552HMMPNjlS13PPo+A6a1fcZU2bhtjJ1Czt10Ri4IaLL8nHSlwulH75Swi9/DJ6t283Hccx4qEeSHa26RhElIFYbMPh+mJ92N60HV+96KuWtz3FPwX9iX6E+kPI8zpjaiudqTHUiGl501Le77KyZdjZvBPLyzO7yLApCU1ARBz1yaCTFPmLcKhr4rUsXj72MqpnVk88UJrYfMdm3P/W/fjT0T+hP94Pv9uPa2ZdY8v/H+RcIpIH4DcAvqyqXSLyIIB/BqDJP78H4DMAhvoH6KxK9SJyD4B7AKC8vBw1NTW25A6FQuNqO++1/0aovAw4aO1mD/7+KOofexzxaRUjnzwBniNH4FYd9/Vnigld//mLkfPr3yC2bRv6HVLnZ6ys/P5nHTgA6e/Huw76ecppbETt5s3Qc+xiyJ9/Xj+vv8Z0jFHh4JHD/bLul/j44o/b1v4d8+/Ab/f/Fp88/5O29UHjk9CEsb4vqbgEP9/9cw4e2SSVRdDTUcAXQHt44jOPdjbvxFdWfMWCROmhNKcUuVm5iMaj8Lq9iMQjyPXmoiS7xHQ0ShERycLAwNEvVfW3AKCqTYMe/xmA3yfvHgcwePrjDAAN729TVTcA2AAAK1eu1Orqaluy19TUYKxtR0+cQGjVKgRsyBRfeRHaHnkYpXffZXnbg7X89P9gyj33YMubb475+jPJeL7/Z1i9Gm2P/AJZCUX+X622LFeqTPj6B2k7dhwFt90GT4lz/u0PuVxw5ecj5wMfGPJxK68/HfH6ef3pcv2cI+tgBzsPItuTjam5U23royKvAu2Rdu6u5UB72/aiqtjMJ2g+tw+ReMTS7dLpL95ofCPlyxHTiRW7rR3qPITZBbMn3eyutnAb1lauxWM3PIa1lWvP2H2NMpsM/LD/J4A6Vf3+oOODp87cDuBUgZinAawTEZ+IzAWwAMC2VOW1Qtfm55C/Zo0tbbvzcqF9fX9ZVmaTRG8vXLm5tvYxWUz55CcQa25G1+bU1atyolhbq6MGjgDAt2gRwnV1pmMQ0QRx5pFDqSo21W/CvSvvtb2vW867BU+/9zTKUGZ7XzR62xq34fYFtxvrf35gPt7reA/zA/ONZchUnZFOFPoKTcdwLBGBnr16ZkyePfQs1p+/3ppAaeSHq394+va3Vn3LYBIy4HIAnwCwW0TeSR77nwDuEpFlGFiSdhjA5wBAVfeIyCYAtRjYqe0Lqpo2xe5UFfH2NngCgZFPHqeciy9G77ZtyF1lz2B/tLERnqncddNKgY+uRefvfoeOp55C0W23mY5jhBM/NMkqK0O8pcV0DCKaIM48cqjNhzfj2tnXIsuVZXtfcwvn4nj3ccTT5zXjpNDV32V0gOHK6Vdiy4ktxvrPVOFYGD63z3SMjNYbHdjVJScrx3ASotRR1VdVVVT1QlVdlvz6o6p+QlWXJI/foqqNg57zXVU9T1UrVfVZk/nHKlJXB//ixbb2kXvppeh57XXb2g+9/DLy02SpQjopvPVWuPx+tD+xyXSUlNP+fsDDuQFEZA8OHjlQd3836tvqsaI8dTvkrJm7Bjt6dqSsPxpeOBZGltv+gcPhFPoK0d3fbTRDJtoR3MFaUjZ79tCzuH7u9aZjEJGNuv/8EvJW21vbRjweSFYWEn19trQfbTyJrGmp3xRjMihYswaeslK0PfKI6SgpFTlwAL75Dp0x7nJDYzHTKYhoAjh45EC/qP0FPrH4Eyntc3HxYhzrP2a0SDP9xTvN72B5mfkBhrKcMpzsOWk6RsZo7m3GP732T5iel3a7YacNVcXhrsOYWzjXdBQisonG49D+frhSsB15/rUfRPefXrS83URPD1zZQ+88RdbIX70avvnz0bLhZ1BVRINBHP74QF2kTBWurbV9Rt54+ebNRf+hie+kSkTmcPDIYepa61CWU4bi7OKU970kZwleOvZSyvuls70dfBvLypaZjoHqGdWoOVZjOkbG+Omun6KxpxH/+e5/mo6SsXY278SyUvO/O0Rkn56tW5F7aWo2HfAvWoRI/V7L2w299hpyL7vM8nbpTLmXXYaclSvQ8pMH0PLAg+jbvh3NP3nAdCzbRBsakDXdmR9Q+RZVIbzX+t8lIkodDh45SEITeOrAU7h9vpkiyfN987G9aTt32HKAaDzqiLo4FXkVnHlkgRWPrsCSh5dgU/1A/YVN9Zuw5OElWPFo6pamphuBjGsm5EvHXsLVM6+2IREROUXvG9uQc/HFKevPXVKCaDBoaZvhd/fAf8EFlrZJQzv66c+g5cc/RsfGjYAqOjZuRN2iKuxdmpkfNDixYDYAeGfPwv/f3p3HSVXd+97/rKqu6nliHmWSWWQmKIoD4kQSFRwwEjU5xiTG69Ucg957c3K85zznudEYQY3CMR5vjBoRh/ioURBFFCdEkHmWQRqB7oamm4buGtfzR1W3TdMFTdNVu6rr+3696tXVtXft/Vu1a3f/6ldrre3fucvpMETkNKh4lERe3/Y6Pzzzh7hdbkf2b4zhe12+x7J9yxzZv0Qk25W48rx5VPmrnA4jpS2YGpkA320i53aWO4spfaawcNpChyNLXgXeglOec+tAzQEKMwvJcGmyUJG2KlxTg/F6Me7E5UoFV1zJ4Xdabz5xGw6DAeNSGp4I/Ra9S8H3p2Ayo1/Kud14+/eny7/9b8JHjjgbXCuyoRCQnIUjIHLOanoMkZSm/1pJ4mDtQb6t/pah7Yc6GsfEHhNZWrLU0RjS3bK9yxjXJXHfqJ7MxB4T+bjkY6fDSGm5nly2H9pO2Ibxur34Qj5yvbl0yO7gdGhJqyiriIrailN6zlvb3+KH/X4Yp4hEJBkcXryY/EkXJ3Sfns6dWnWenNo1a8g+++xW256cmKdTJ1x5eVi/P1JACofJGTkSb8+eHHzueUofmUX5n/9Mzdq10QJMavLv+gZv715Oh3FSGuEgkrr09WySeG7Dc/zkrJ84HQbGGIa2H8rasrUM6zjM6XDS0qaDm7ik1yVOh1Gvf1F/3tmRUldwTiq+kI/ZK2fTLa8bY7qM4boB1/Hylpcpryl3OrSkVpxZzCHfoWavHwqHOFB7QAU5kTbOt2kTBVdemfD9Zg4YQO3mzWQNHHja26r+9FPa/8T5nC+dBMsPUDR9OsU3XE/FS/MJlpWRM2oUOaMiFycJVVVxZNkyDi9eDGGLp0d38s49N2nnD2pKMk+WXSejSxeC+/bh6drV6VBEpAVUPEoCX5V+Rb+ifhR4C5wOBYBLe1/KoysfVfHIQS6TPJ0CjTF4XB78IT9et9fpcFJKIBxg1opZ/PSsn9Ilt0v9478d/1sHo0oNRVlFlB5p/hwjS/csZWL3iXGMSEScFjx4EHdRsSNzuuRfcgkHnvm/rVI8srW+hFwpTr7T80+P19/v+q+/O265u6CAgsmTKZg8GQD/7t1UL/2YwN694DJkDxtGzrhxuPPyEhbzqfLv3EnBFZc7HcYJZQ0eTO3GTSoeiaSo5PmEmqaC4SALdy5kSp8pTodSL8OVQe+C3myr2OZ0KGmn5HAJ3fK6OR3GccZ1GccX+75wOoyUEgqHeHTFo/xo0I+OKRxJ85xqz6MV+1cwurMmIBdpy6reecexD8eunBysz3faw5r8JXtSqjdLuvL27Enx9BvodM/ddLzzTjLat6fiby9SOms25f/5FDWrVmGDweOeFygtZeeMH7fqMMdmC4cSOhdYS2T2749vyxanwxCRFlLxyGHzN8/nugHXJd2VEX7Q7we8uf1Np8NIO8v2LmN818RcfvhUjOg0gpX7VzodRsqw1vL4V49zTf9rOKPgDKfDSUlFmUVU+Jo359E3Vd/QM79n0v0dFZHWFdy3D083575gyT33HI589vlpbaN6yRLyLrywdQKShDBuN9nDh9Ph9p/R6Z67Kb7pJoIHKyh/8klKZ82mYt48/Lt3A1D+5BxqVqyg7IknExpjqswj5MrKwvp9TochIi2kYWsO2n9kP9WBavoV9XM6lON43V46Znek5HAJPfJ7OB1O2thTvScpX+8MVwYWS9iGk2pIXTKy1jJn9Rwu7X1pUp7bqSI7I5uaYE2z1v3Hjn9w85Cb4xyRiDjJv3MnnjOcLcbnjBtH2exHyTtvQou3ESwtxdO5UytGJYnmzssl/+KLyL/4IgAC337LtksvgwY9kQ7Nm8ehefMwmZkMWr0q7jEF9+0jo7N6OYtIfOlToIOe3/g8MwbPcDqMmKb2n8rft/3d6TDSRtiGk7rnxLAOw1hXvs7pMJLeM+ue4Zxu5zCkfXJPWpnsjDGYZlxyuCZYQygcIteTm4CoRMQpVe8uouDSSx2NwbjdmOwsQtUtu7x7qLoaV67+VrU1nm7dOHPx+xR8fwomKyvyYEYGBd//Pme+tyghMaTCZNl1XHn5hKqqnA5DRFpAxSOHfLrnU0Z0GkGOJ8fpUGLK8eSQk5Gjq0IlyOaDmxlYfPoTccbLOd3O4dNvP3U6jKT2/IbnGdJ+CCM7jXQ6lLSxYMcCLu+d3BOEisjpsdYSPlyFu7DQ6VAomDyZw4taVhA48vHH5J5GryVJXp5OnXDl5WF9PkxmJoRC+L7+OmHvWd/WrWQO6J+QfZ2urMGDqN20yekwRKQFVDxKsLKjZdz8zs28u+tdLu55sdPhnNS0/tN4dcurToeRFr7Y9wXjuoxzOoyYsjOyqQ3WOh1G0np5y8v0yO/BOd3OcTqUtGGtZXvlds4sPtPpUEQkjmrXrCHr7LOdDgOITPjr/7plFxSp3bgpZXqHyKkLlh+gaPp0er80j6Lp03G3b8f+3z9IsKJ58/edDuv348rMjPt+WkPmoEH4VDwSSUma8yjB5q6Zy1elX9E1t2tSD1GqU5RVRNiGqfJXUeAtcDqcNq3SV0lRVpHTYZxQ78Le7KjcQZ/CPk6HklTe/PpN8r35XNjzQqdDSSvrytdxVoeznA5DROKs+sMPaf+LXzgdRr2MTp0J7NuHp0vz55ixoRC4TErkftIyPf/0eP39rv/6OyAyVLHs0ccovnE6mX37OhVaUskoLiZ0qPlXUxWR5KGeRwky+vnRDHt2GPM3zwfg7R1vM+zZYYx+PvkvLT21/1Re2/Ka02G0ab6QD4/b43QYJ3VBjwv4qOQjp8NIKot2LSJswxo65YDFuxdz8RnJ34NTRFrOBgLYcBiX1+t0KPUKrryCqrffOaXn1KxaRc6IEXGKSJKVOy+PzvffR9Xb71D98Sdx2UewoiIphnSKSNun4lGCvH3N2wzrMIwME+nsleXOYkqfKSycttDhyE6uc25nqvxVzb7ykZy61aWrGdEx+ZPK4qxiKmrj3/06VXxU8hEVtRVcdeZVTofSJrmMi2A42OSyitoKcj25eFzJX3QVkZar/uQT8iYk1zxBGR06EDxQfkqXRz/y2efkjB8fx6gkWRm3m453/org/n1UzHup1befSpNl1zEeD9bvdzoMETlFKh4lwM7KnTyz7hk65XQiZEN43V58IR+53lw6ZHdwOrxmufrMq3l92+tOh9FmrSxdyajOo5wOo1k6ZHfQJOrAF3u/YGflTq4feL3TobRZhZmFVPmbviLLm1+/yQ/6/iDBEYlIotWsWEH26OTrpZ01ZAi1GzY0e/1UmpNG4qNo2jS8vXtT+uij2ECg1bbr27SJzMGDW217ieDt1w/ftpbNHSYizlHxKI4C4QDPrn+WD0s+5N6x9wJw/cDr+duVf+P6gddzoOaAwxE23xkFZ7C3ei+BUOv9s5Pv+EN+Mt2pkVRe0PMCluxe4nQYjlpdtprVZau5eejNTofSphVnFnOo9vh5EcI2THltOZ1zOzsQlYgkSqj6CK6cHIwr+dLV/EmTqF78QbPW9e/ahbfXGXGOSFJB7vjvUXTVVez//YOEKitbZZvhI0dw5+W1yrYSJWvIEGo3atJskVSjCbPjZF35Ot78+k2mD5peP7nw7Itm1y//7fjfOhVai03pO4W3tr/FNf2vcTqUNqXSV0m+N9/pMJqtZ35PXtuavnNgbTq4iaUlS/nViF85HUqbV5RVRIXv+GGSH+/5mPO6nedARCKSSIffW0T+5MlOh9EkV1ZWZD6mYBCTceJ0uvrDDym48soERSbJztu7Nx3v+m+UPfY47X48A2/v3k6HlHCe7t0J7ClxOgwROUXJ91VOijsaOMqcVXPYUrGF+8bd16auSjWw3UC2HdpGKBxyOpRWV3a0jNn7ZjsyHGv5vuWM6zou4fs9HTkZORwJHHE6jITbXrmdd3a8wx0j7tAVcxIgVs+jL/d9ydguYx2ISEQSyf/112SeeabTYcSUe94Ejnxy8kmQg+UHyOiQGtMUSGK4CwvpfP99VL7xBkc+X9bi7YSPHMFkZ7diZImhHEokNal41Io+2fMJT6x6gmkDpjG1/1Rcpu29vJf0uoT3v3nf6TBa3dw1c9nu286c1XMSvu+NBzcyqHhQwvd7OiZ0n8DHez52OoyE2n14N69seYW7Rt7VJs/tZFSUeXzPo5LDJXTL66bEU6SNC+wvJaNjR6fDOKGcMWM4+uWXJ1wnVFmJuyB1ehdL4hiPh4533YV/506yPv20Rduo3byZrEGplUM2ZMNhp0MQkVOgT0CtoKK2gkdWPEJNsIbfjP0NnXI6OR1S3IzsNJKvSr86pSuMJLPRz49m2LPDmL95PhbL/M3zGfbsMEY/n7jJOa21uF3uhO2vNQxuN5iV+1dy64Jb02Ly7P1H9vP8hue5Z9Q9KXesUllRVhGHfMf2PHpr+1tM6TvFoYhEJFEOL1xA/mWXOx3GCRmXC1duLqHDh2OuU730Y3LPn5jAqCTVFE+/gXBREWV/egIbOrXe/bUbNpKVYpNl1/H06Elgzx6nwxCRU6Di0Wmw1vKP7f/guQ3Pcduw27ik1yVOh5QQE7pP4NNvW/YNSbJZMHUBV/S5ov5y35nuTKb0mcLCaQsTsv9vq7+la17XhOyrNRljWFW6ipX7VzrSWyuRDtQc4Om1T3PP6HvwuHVZ+ETKdGfiC/nqf/eFfPhD/pSaI0xEWiZYWoqnc/J/GZd/6WUcXhg7Z/Bt3UrmgP4JjEhSkX/IEAquuDwykXZ1dbOfFzqYukMis4YMpnbDRqfDEJFToOJRC+2p3sODyx+kU04n7hp1FwXeAqdDSpgJ3SbwybcnH+Of7Ky1bKnYwraKbQTDQTLIwBfysatqF7me3ITE8PnezxnfdXxC9tVa6nprbTi4wbHeWolS6atkzuo53DP6HrIyspwOJ+0t3LmQy3pf5nQYIhJnvm3b8PZL3rmOGsrs2wf/zp1NLrOBAMbt0jBbaZbMfv3ocMcvKXtkFv6Stj+ZdGbfvvi+3uZ0GCJyClQ8OkWhcIgXN73I29vf5p7R96TlpK3GGIZ3HM4H33yQssOW1h9Yz0PLHyJkQ5xRcAbXD7yef+76z9ww8AYKMwt5/KvHE3I5+pLDJfTM7xn3/bSmBVMXcGWfK8lyR4opHpeHK/tcmbDeWolyJHCEx796nLtG3UWOJ8fpcATYWrGVge0GOh2GiMTZ4ffeI39y6vTmzujWDX/J8cNvjq5YSfaotvfFisRPRnExne+/j0MvzefoypUnXNf6/XCSK/0lM+P1QjDodBgicgpS9y+OAzYf3MyrW19lWv9paf8B5pIzLuH6t65na8VW5qyew7+M/xenQ2qW3VW7eXnLy/Qr6se9Y+7F7XIzsUdkLoIlS5YwY/yM+nU/KvmIh5Y/xI8H/zguQ8vCNjUnCeyY05FcTy6+kA+v20sgFGBLxRZKDpfQITs1u043VhusZfaK2dwx4o606lWYzNYfWM/gdqk5r4OINJ8NhwkfOYo7L8/pUJqt4IorqHz1Vdrfdtsxjx9dvpz2P7/doagkVRmvl46/voeKF/5GYM8eCn/wgybX823bltRXIxSRtkfFo2bwhXw8t+E5cj253Df2vrSfMHf086Pxh/z1v8/fPJ/5m+fjdXtZMWOFg5HFdqDmAPM2z6PQW8gdI+5o1hCkiT0mMrbLWF7Y+AKZ7kymD5pePzdSa9hasZUB7Qa02vYS6WDtQa4feD3XDbiOl7e8TFlNGbsP72bx7sX8aNCP6JLbxekQWywQCjBrxSxuG3Yb7bLaOR2ORL2/631+OfyXTochInFWs3Il2aNHOR3GKckoLiZ06BDW2vohatZabCCAy+t1ODpJRcYY2s24icMffED53P+k/e0/w7iOHTBSu3EjOd/7nkMRtg53UTHBgwedDkNEmknFo5NYvm85i79ZzIwhM+ie193pcJLCgqkLePjLh1n8zWJqQ7W4jZuB7Qby7+f+u9OhHedo4CjzN8/HF/IxY/AMCjMLT+n52RnZ3DbsNrZXbufh5Q8zuddkxnQZ0yqxLdu7jB/0a/rbpGQ3+6LZ9fd/O/639fePBo7yt01/w23c3DjoxpSZJ6jsaBmz981m0JFB/HXDX/nxkB/TObez02FJVKWvkqyMLE1YLpIGqj/+mI6/+pXTYZyyrGFnU7t2Ldlnnw2Af8cOvH37OByVpLr8iy7C0607pQ8+SMe77sKV+92cnIE9e/B0T+3PJlmDB1G7UZNmi6QKzXkUVffhsW7+nip/FY+tfIzSo6XMHDtThaMGGg9bCtsw/Qr78dnez3hkxSMs2LGA2mCtozEGwgFe2fIKf177Zy7rfRk/H/7zUy4cNdS3sC/3j7uf/Uf3M2vFLA7Wnv63JId8hyjOKj7t7SSTHE8Otw27jcm9JvOnr/7Ewp0LsdY6HdZJzV0zl+2+7dy5+E6uHXAtPfJ7OB2SRPmCPqa/NZ0J3SY4HYqIxFnY78e4XBhP6hWK8y66kMMffFD/e/WHH5F3wQUORiRtRdbAAbS//XZK//hHAnv3AhAoLeXQ318nVJ568442lDloEL5Nm50OQ0SaST2Pouo+PM5ZPYdzu57L6vLV3Dr0Vg1biaHxsKXymnJuGXoL1lo2HdzEM+ueIRgOcm63cxnVeRQuk5g6pbWW9755j69Kv+LqM6/m2gHXttq2jTFM6TuF8/3n89f1f6Vrbleu6X9Ni9rmD/lbdQhcsumR34N7x97L8n3L+f0Xv+fqM69mcPvkm6+m8RDMzQc3c9XrVyX1EMx0s6ZsDSXVJby27TWGdhjqdDgiEkfVH35I3sSJTofRIi6vF6zF+v0Yr5dQRQUZxW3rCyJxTkb79nS67z7KHnuMgssu49BrrxHcu5eyJ56k6wP/6nR4LebOzyd8pDoh+wqUlrLn1/9Mj1mPkNGxY0L2KdLWpH3x6ETz9/x69K8djCy5xRq2ZIxhcPvBDG4/mEA4wGfffsZjKx8j15PL5F6T6V3YO24xrdi/gvd2vcfFZ1zMzLEz47afAm8Bd468k/UH1vPgFw+2qDCyumw1wzsNj1OEyWNsl7GM6jSK17e9zqJdi7hp8E20z27vdFhApHfhXSPv4rWtr/HN4W8IhoNkubOYdMYk7h17r9Phpb1UnFtNRE5P7Zo15P86dXOvvIkTqV66lOxRo3AXtry3s0hTXJmZVDz/Agf/65n6xw7Nm8ehefMwmZkMWr3KweiSX/mTc6hZsSLlC24iTkr7YWuNLzue6c5kSp8pbe6y407wuDxM7DGRu0ffzQ2DbmBl6UpmrZjF/M3zqfRVttp+tlVs4w/L/0B5TTkzx85kbJexrbbtExnafigzx85k3YF1PLnqSar9zf/mZOX+lYzqlFoTgraU2+Vm2oBp3HrWrczfPJ8XNr5AIBRwJBZ/yM97u96rfx9e0OMCRnceTSgcIoMMfCEfud7cNnPVuFTW+G9zljtLf5tF2jBz9CiuvPz6CadTUfbIkRz55BN2/egmsqJzH4m0pn6L3qXg+1MgOrTTZGVR8IPvc+Z7ixyOrOXCgSDFf3iYYFlZXLa/afgINg4azKF588BaDs2bx8ZBg9k0fERc9ifSlqV9z6OG8/dkkIE/5NeHxzgo8BYwtf9UAEoOl/Dq1lep9FVydsezmdh9Yosmwt13ZB8vbX6JrrlduXv03Y4MA3O73Fw34DrKa8p5au1TDGk/hMt6XXbS5NcX8qXMZNKtpcBbwC9H/JIdlTuYtXIW3+vyPSb2mBj3DwphG2bF/hV89u1nuF1uzu9+PnePurt+v3VDMHtX9WZnwc76ec/EWY3nVlNhT6TtCpSW0u73D5Ize5bToZwWYww169bj37GDqn/8g9yxrXOBDZE6nk6dcOXlQTCIyczE+ny4cvNSehiWb/MmPF9/HbNHkLUWW1NDqLqacPURwtWHCVdXEzpcTbi6mvCRakLV1RAKN7n94htvpPqTT/Dv2AHBIGS4yR4+gi7qfSRyytK+eAT68JhoPfJ78NOzfoq1ljXla5i7Zi4AF/S4gGEdhh1XTCg7WsZvPvoND1/wMB2yO1Dlr+LFjS/icXv42bCfkePJcaIZx+iQ3YFfj/41X+z9goeWP8T0QdPpVdCryXWr/FXkefMSHGHy6FPYh5ljZ7K0ZCkPLX+I6wZcR9+ivq26D2stWyq2sHj3YnxBH6M7j+aXI37ZZIGxbgjmkiVLmDF+RqvGIaenqbnVRKTtKX9yDu7SUirfeJOcUanZK3fT8BFYn6/+dw0nkngJlh+gaPp0im+4noqX5setx068NTxnDN+dM7jddPj5z6HB5wFXdhauvDxcefm48nJx5+fjbd8ed15e5PHcXExG7I+14QcewL9tW6Tg5veT0bEDRz/9lKp//APjcpN11lByxozBXVAQ72aLpDQVj9CHR6cYYxjecTjDOw7HH/KztGQps1fOpjCzkMt6X1Z/hbu5a+aycv9KnvjqCc4sPpOK2gqmD5qelD0QxnUdx8hOI3lx04sEbZCbBt9EpjvzmHWWrrbvFwAAE6xJREFU713OuC7jHIoweZzf43zGdxvPK1teYcHOBdw0+KbTuiIewLfV3/Luznep8FUwoHgAtwy5JSmKi9IyseZWE5G2IdaHx1QsuPRb9C6lDz3E4ffex9bWYrKyyJ98CZ1nxm8ORklPPf/0eP39rv/6OwcjOT0nOmdauydVUwW3drfcAoANBqldv55DL79MqOowxuMhe/hwckaPwpWT3jmkJhmXxlQ8kqTgdXuZ1GsSk3pN4lDtIRbuXMj/+eL/ELKh+nVe2fpK/bp3jrzTqVBPyuP2cPPQmyk5XMLsFbM5r/t5TOgeucx42dEyfr/89zx/xfMOR5kcPC4PNw66kYraCp7b8Bydcjoxtf9UMlzN/9NU6avk3V3vUnK4hK65XfnhmT/UVRJFRJrBGHM58CjgBp621v4+kfuv//C46D2sz5fSBZe64UTW52szw4lE4qnhOWM9HojjOXOigpvJyCB7+HCyh0cuZBP2+6lds4aDf32OcE0NruwsskeMJHvkCFyZx34h7JREFXU0yfipa+sFt7hOmG2MudwYs9kYs80Yc38TyzONMS9Fly8zxvSOZzySGoqyirhh0A0sunYRE7tPJMNECgmpNmFuj/wezBw7k9pQLQ8vf5j9R/Yzd81c9h3Zx1Nrn3I6vKRSnFXMnSPvZHjH4fzxyz/y+d7P65eVHS3j1gW3HjNkqTZYy8KdC5m1Yhavbn2V8V3Gc8/oe5g+aLoKRyIizWCMcQNPAFcAQ4AbjTFDEhlD/YdHvx/r8aR8waWud0Pvl+ZRNH06wXINtRU5kbpz5uB9M5PmnHF5veSMGUOHX/ycTvfcHemhFA5x4OmnKZ01m/Kn/szRlV9hA8df/CVQWsrOGT+O+1DChkWdeEjkJOOB0lKK//hI3F+ztnJsIHFtaUrceh41SEomAyXAcmPMG9baDQ1W+yegwlp7pjFmOvAgcEO8YpLU0jGnI51zOxOyoZSdMNcYw6QzJjHzw5k8u+HZ+sd12fGmDWw3kJljZ7L4m8U8vPxhbhh4A3/Z8BdW7l/Jk6ueZHKvySzftzxyJb+eE7m016UpfWUeEREHjQO2WWu3Axhj5gFXARtO+KxWVvfh8et+fen39faUnb8F2s5wIpFEqTtnNi9ZQtcZyTl1iCs7m9xzzyX33HMBCFVXc/TLLymf+5/YYBB3YSE548aRNXhQq/fUsdZiA4FIgd3nY9tFF2P9/vrl9fNEZWTQ/Y9/xPp9WJ+PcG3kp/X7sIHgMfNHNcfxk4xn4O3bl7xzz6Xsse/+zhmvF3dhAa6CAtwFhbgLC3AXFOAqLMSdn3/CeajqlD85B8+2bXHv3XSqx8ZaC4FA5PUPBiM/G98PBLEBPzYQ4Jt/ug0aFBTrh2F7PPR+5RWM14PL68U0vrndcW9La4rnsLXmJCVXAQ9E778C/MkYY6y1No5xSQppKxPmLpi2gIe/fJj3vnkPf8hPljuLSWdM4t6x9zodWtIxxjCp1yRmLj224Pbylpd5ecvLKriJiLSO7sDuBr+XAN9LdBCp8OFRRKSOOy+P/AsvJP/CCwEIVlSw9fyJkSJL1HGTf59E7q6dlK1ZG/nFGKj7KGwMxuOJFBkyvXS4+79T/e4iatavh0AAE+0lVXzrrXg6d8aV6cVkZkZu3kxcWZnNKuA0pfEk4zmjRtH5/vuOXcfnI1xVRaiqilBlFcGDB/Hv3EmosorQ4SoIho7daIMiVvncuRCKLD9mwvSMDLr++79jgwEIhSIFmlAQgkFsMIQNBr97fZqh4X6g0bH5xS9O+Fzj8WA8GdGfHsj47r7J8Hx335NB91mPUDFvHjVfLMf6/Rivl+yRIym8+mr8O3ZEikz+727h6E/CltydOylbu67FbUnkPIHxLB41JympX8daGzTGVALtgdSsEEiraysT5tZddjwQCqRsL6pEWzA1UnB7/5v38YV8KriJiLSupr6KPi4jN8bcDtwO0LlzZ5YsWRKXYKqrq+O27VSg9qv9av8Sp8NoMdd//D/kvfIqWatWYQIBrMdD7YgRVF87jf2FJ78YTHXfPhzJa96VmPPz88kOBsHjwQYClGVksD0cgr3fnm4zjlG4aTPhiedTc/75ZC9dSu2mTWxuzjEqKIjcTsL1b/+b/JdfIXPdOkwwiM3IwDd4MEcuu4yyUKS3E14vNs8NbjfW5QK3G1yuyK2ZXP/vfxx/bEaOoHpa847NSYWCkVtGBvnGRXYgUH9syjMz2VFcFFkvK/Z8WdV9ejfr+J+oLfsSdP7Es3jUnKREiUsSUfvj2/7NpZuZkDeBCfkT+OTwJ2z6ZhNLauO3v1OVjMe/8kAl/pCfDDLwhXxUllWybtnJK/MtkYztT7R0fw3U/vRufxoqAXo2+L0HcNynD2vtU8BTAGPGjLEXRr9tb21LliwhXttOBWq/2q/2X+h0GKdl71dfcejLLzGZmeD307VfP7pedVWznnsq7d/9yqtkNLhyXH5ZGaPj8do13GaceoXuXbuWQ6tXYz0eTDBIl6FD6XrbP7X+fhofm77NPzanoqXH5lSOf6LaEks8i0fNSUrq1ikxxmQAhcDBxhtS4pIYan98238h3217BsnXNT8Zj//rH7zO9d2PHbao8z9+0v01UPvTu/1paDnQ3xjTB9gDTAd+5GxIIiKpqW7+trrCQbzmb2tLc6slas67tnRsEtWWWOJZPGpOUvIGcAvwGXAtsFjzHYlInbYybFFEJNlEpwu4E1gIuIFnrLXrHQ5LRCQltaWiTqIkas67tnRsnG5L3IpHsZISY8y/AV9aa98A/gt4zhizjUiPo+nxikdEREREvmOtfRt42+k4REREJPnFs+dRk0mJtfZ3De7XAtfFMwYREREREREREWm55k9VLiIiIiIiIiIiaUfFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiUnFIxERERERERERiclYa52O4ZQYY8qAXXHafAegPE7bTgVqv9qv9qe3dH8N1P7kaX8va21Hp4OQYykHiyu1X+1X+9OX2q/2J1P7Y+ZgKVc8iidjzJfW2jFOx+EUtV/tV/vTt/2g10DtT+/2i7PS/f2n9qv9ar/a73QcTlH7U6f9GrYmIiIiIiIiIiIxqXgkIiIiIiIiIiIxqXh0rKecDsBhan96U/sl3V8DtV/EOen+/lP705van97U/vSWMu3XnEciIiIiIiIiIhKTeh6JiIiIiIiIiEhMaVk8MsZcbozZbIzZZoy5v4nlmcaYl6LLlxljeic+yvgwxvQ0xnxgjNlojFlvjPnvTaxzoTGm0hizKnr7nROxxosxZqcxZm20bV82sdwYYx6LHv81xphRTsQZD8aYgQ2O6ypjTJUx5u5G67S542+MecYYU2qMWdfgsXbGmEXGmK3Rn8UxnntLdJ2txphbEhd164jR9j8YYzZF399/N8YUxXjuCc+VVBHjNXjAGLOnwfv8yhjPPeH/i1QQo/0vNWj7TmPMqhjPbRPvAUkeysGUgykHS58cLJ3zL1AOpvyrDeZf1tq0ugFu4GugL+AFVgNDGq1zBzA3en868JLTcbdi+7sCo6L384EtTbT/QuAtp2ON42uwE+hwguVXAu8ABhgPLHM65ji9Dm5gH9CrrR9/YCIwCljX4LGHgPuj9+8HHmziee2A7dGfxdH7xU63pxXafimQEb3/YFNtjy474bmSKrcYr8EDwL0ned5J/1+kwq2p9jda/kfgd235PaBbctyUgykHUw5W3860yMHSOf86QfvTJgdT/tX28q907Hk0Dthmrd1urfUD84CrGq1zFfBs9P4rwCRjjElgjHFjrd1rrV0ZvX8Y2Ah0dzaqpHMV8Fcb8TlQZIzp6nRQcTAJ+Npau8vpQOLNWvsRcLDRww3P82eBq5t46mXAImvtQWttBbAIuDxugcZBU2231r5rrQ1Gf/0c6JHwwBIoxvFvjub8v0h6J2p/9H/b9cCLCQ1K0pVyMOVgJ6McrA1J5/wLlIMp/2p7+Vc6Fo+6A7sb/F7C8f+469eJntyVQPuERJdA0a7gI4FlTSw+xxiz2hjzjjFmaEIDiz8LvGuMWWGMub2J5c15j7QF04n9B6stH/86na21eyGS0AOdmlgnHd4LPyXyLW9TTnaupLo7o93Gn4nRbT4djv/5wH5r7dYYy9v6e0ASSzlYlHIw5WCkbw6m/Os76ZqDKf9K0fwrHYtHTX171fiSc81ZJ6UZY/KAV4G7rbVVjRavJNKNdjjwOPB6ouOLswnW2lHAFcCvjDETGy1Ph+PvBX4IvNzE4rZ+/E9Fm34vGGP+FxAEXoixysnOlVQ2B+gHjAD2Euk63FibPv5RN3Lib73a8ntAEk85GMrBlIMpB2uGdHgfpGsOpvwrIiXzr3QsHpUAPRv83gP4NtY6xpgMoJCWdblLSsYYD5Gk5QVr7WuNl1trq6y11dH7bwMeY0yHBIcZN9bab6M/S4G/E+ka2VBz3iOp7gpgpbV2f+MFbf34N7C/rit89GdpE+u02fdCdPLJ7wM32ejg6saaca6kLGvtfmttyFobBv5M021rs8cf6v+/TQVeirVOW34PiCOUgykHUw6mHCyt8y9I7xxM+Vdq51/pWDxaDvQ3xvSJVv6nA280WucNoG5W/2uBxbFO7FQTHV/5X8BGa+0jMdbpUje/gDFmHJH3yYHERRk/xphcY0x+3X0ik9ata7TaG8DNJmI8UFnXvbYNiVntbsvHv5GG5/ktwP/XxDoLgUuNMcXRbrWXRh9LacaYy4H7gB9aa4/GWKc550rKajSHxjU03bbm/L9IZZcAm6y1JU0tbOvvAXGEcjDlYMrBlIOlbf4FysGUfwGpnH+d6gzbbeFG5EoOW4jM4v6/oo/9G5GTGCCLSFfSbcAXQF+nY27Ftp9HpNvfGmBV9HYl8AvgF9F17gTWE5nZ/nPgXKfjbsX29422a3W0jXXHv2H7DfBE9P2xFhjjdNyt/BrkEElEChs81qaPP5EkbS8QIPJtxj8RmUPjfWBr9Ge76LpjgKcbPPen0b8F24CfON2WVmr7NiJjyev+BtRd2agb8Hb0fpPnSireYrwGz0XP7zVEEpKujV+D6O/H/b9ItVtT7Y8+/pe6877Bum3yPaBb8tyaOqdQDtam/wc3aL9ysDTLwWL8/02L/OsE7U+bHCxG+5V/pXD+ZaIBioiIiIiIiIiIHCcdh62JiIiIiIiIiEgzqXgkIiIiIiIiIiIxqXgkIiIiIiIiIiIxqXgkIiIiIiIiIiIxqXgkIiIiIiIiIiIxqXgkIjEZY7oYY+YZY742xmwwxrxtjBngdFynwhjzgDFmjzFmlTFmqzHmNWPMkAbLn274exPPv9UY0y0x0YqIiIgoB4suVw4mkkRUPBKRJhljDPB3YIm1tp+1dgjwP4HOcdxnRpw2PctaO8Ja2x94CVhsjOkIYK29zVq74QTPvRVQ4iIiIiIJoRys3q0oBxNJGioeiUgsFwEBa+3cugestaustUtNxB+MMeuMMWuNMTcAGGMuNMYsMca8YozZZIx5IZoAYYy5MvrYx8aYx4wxb0Uff8AY85Qx5l3gr8YYd3Tby40xa4wxP4+u19UY81H026t1xpjzo+v+pUEc95ysUdbal4B3gR9Ft7vEGDOmqW0ZY64FxgAvRPeb3bovsYiIiMhxlIMpBxNJOvGqMItI6jsLWBFj2VRgBDAc6AAsN8Z8FF02EhgKfAt8AkwwxnwJ/Ccw0Vq7wxjzYqPtjQbOs9bWGGNuByqttWONMZnAJ9GkZiqw0Fr7H8YYN5ATjaG7tfYsAGNMUTPbthIY1Oix47ZlrT1kjLkTuNda+2Uzty0iIiJyOpSDKQcTSTrqeSQiLXEe8KK1NmSt3Q98CIyNLvvCWltirQ0Dq4DeRJKE7dbaHdF1Gicub1hra6L3LwVuNsasApYB7YH+wHLgJ8aYB4Bh1trDwHagrzHmcWPM5UBVM+M3TTzW0m2JiIiIJIpyMBFxhIpHIhLLeiLfRjWlqX/8dXwN7oeI9HA80foARxpt+79Fx8ePsNb2sda+a639CJgI7AGeM8bcbK2tIPLN2xLgV8DTJ9lPnZHAxoYPnMa2RERERFqTcjARSToqHolILIuBTGPMz+oeMMaMNcZcAHwE3BAdo96RSELxxQm2tYnIN0q9o7/fcIJ1FwK/NMZ4ovscYIzJNcb0AkqttX8G/gsYZYzpALista8C/wKMOlmjjDHTiHyz9mKjx2Nt6zCQf7LtioiIiLQS5WARysFEkojmPBKRJllrrTHmGmC2MeZ+oBbYCdxNJHE5B1gNWGCmtXafMabxGPa6bdUYY+4AFhhjyjlxkvM0kW7WK6MTPZYBVwMXAr8xxgSAauBmoDvwf40xdYXw/xFjm/cYY2YAucA64GJrbVmjdWJt6y/AXGNMDXBOg67dIiIiIq1OOZhyMJFkZKy1TscgImnAGJNnra2OJiNPAFuttbOcjktERESkLVMOJiKtQcPWRCRRfhadgHE9UEjkyh8iIiIiEl/KwUTktKnnkYiIiIiIiIiIxKSeRyIiIiIiIiIiEpOKRyIiIiIiIiIiEpOKRyIiIiIiIiIiEpOKRyIiIiIiIiIiEpOKRyIiIiIiIiIiEpOKRyIiIiIiIiIiEtP/D0eMYgS6UBAEAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1440x1080 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plotting the other two graphs\n",
    "\n",
    "# Plotting a figure\n",
    "plt.figure(num=1,figsize=(20.0,15.0))\n",
    "\n",
    "# plotting a subplot for Total square footage as a function of congressional district\n",
    "plt.subplot(221)\n",
    "plt.plot(df2['Congress Dist'],df2['Total Sq Ft'],'C2',lw=0.5,marker = '*',label='Total Sq Ft')\n",
    "plt.xlabel(\"Congress Dist\")\n",
    "plt.ylabel(\"Total Sq Ft\")\n",
    "plt.grid()\n",
    "plt.legend()\n",
    "plt.title('Graph 2  (Total square footage vs Congress Dist)')\n",
    "\n",
    "\n",
    "# plotting a subplot for Average square footage per floor as a function of congressional district\n",
    "plt.subplot(222)\n",
    "plt.plot(df2['Congress Dist'],df2['Avg Sq Ft/Floor'],'C3',lw=0.5,marker = '*',label='Avg Sq Ft/Floor')\n",
    "plt.xlabel(\"Congress Dist\")\n",
    "plt.ylabel(\"Avg Sq Ft/Floor\")\n",
    "plt.grid()\n",
    "plt.legend()\n",
    "plt.title('Graph 3  (Average square footage/floor vs Congress Dist)')\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### The required graphs are the Graph 2 & Graph 3. The Total Square Footage for a Congressional District is very high (infact of the \n",
    "\n",
    "#### power 10^7), on the other hand, the Mean Square Footage per floor though high, but is numerically less when compared to the \n",
    "\n",
    "#### Total Footage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}