examples/notebooks/extract-table-ca-warn-report.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Demonstration of `pdfplumber`'s `extract_table` method.\n",
    "\n",
    "This notebook uses `pdfplumber` to extract data from an [California Worker Adjustment and Retraining Notification (WARN) report](../pdfs/ca-warn-report.pdf)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Import `pdfplumber`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.044463Z",
     "iopub.status.busy": "2022-07-18T14:47:49.043937Z",
     "iopub.status.idle": "2022-07-18T14:47:49.090608Z",
     "shell.execute_reply": "2022-07-18T14:47:49.090181Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.10.0\n"
     ]
    }
   ],
   "source": [
    "import pdfplumber\n",
    "print(pdfplumber.__version__)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Load the PDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.093045Z",
     "iopub.status.busy": "2022-07-18T14:47:49.092881Z",
     "iopub.status.idle": "2022-07-18T14:47:49.115547Z",
     "shell.execute_reply": "2022-07-18T14:47:49.115279Z"
    }
   },
   "outputs": [],
   "source": [
    "pdf = pdfplumber.open(\"../pdfs/ca-warn-report.pdf\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get the first page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.117150Z",
     "iopub.status.busy": "2022-07-18T14:47:49.117042Z",
     "iopub.status.idle": "2022-07-18T14:47:49.124602Z",
     "shell.execute_reply": "2022-07-18T14:47:49.124365Z"
    }
   },
   "outputs": [],
   "source": [
    "p0 = pdf.pages[0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Display the first page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.126047Z",
     "iopub.status.busy": "2022-07-18T14:47:49.125940Z",
     "iopub.status.idle": "2022-07-18T14:47:49.353507Z",
     "shell.execute_reply": "2022-07-18T14:47:49.353248Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x102f22020>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im = p0.to_image()\n",
    "im"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Use `.extract_table` to get the data from the largest table on the page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.355260Z",
     "iopub.status.busy": "2022-07-18T14:47:49.355148Z",
     "iopub.status.idle": "2022-07-18T14:47:49.541985Z",
     "shell.execute_reply": "2022-07-18T14:47:49.541545Z"
    }
   },
   "outputs": [],
   "source": [
    "table = p0.extract_table()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`.extract_table` returns a list of lists, with each inner list representing a row in the table. Here are the first three rows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.543952Z",
     "iopub.status.busy": "2022-07-18T14:47:49.543825Z",
     "iopub.status.idle": "2022-07-18T14:47:49.546726Z",
     "shell.execute_reply": "2022-07-18T14:47:49.546289Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['Notice Date',\n",
       "  'Effective',\n",
       "  'Received',\n",
       "  'Company',\n",
       "  'City',\n",
       "  'No. Of',\n",
       "  'Layoff/Closure'],\n",
       " ['06/22/2015',\n",
       "  '0 3 / 2 5 / 2 0 16',\n",
       "  '0 7 / 0 1 / 2 0 15',\n",
       "  'Maxim Integrated Product',\n",
       "  'San Jose',\n",
       "  '150',\n",
       "  'Closure Permanent'],\n",
       " ['06/30/2015',\n",
       "  '0 8 / 2 9 / 2 0 15',\n",
       "  '0 7 / 0 1 / 2 0 15',\n",
       "  'McGraw-Hill Education',\n",
       "  'Monterey',\n",
       "  '137',\n",
       "  'Layoff Unknown at this time']]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "table[:3]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basic cleanup\n",
    "\n",
    "We can use `pandas` to render the list as a DataFrame, and to remove the extra spaces within some of the dates."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.548595Z",
     "iopub.status.busy": "2022-07-18T14:47:49.548470Z",
     "iopub.status.idle": "2022-07-18T14:47:49.829681Z",
     "shell.execute_reply": "2022-07-18T14:47:49.829370Z"
    }
   },
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.831501Z",
     "iopub.status.busy": "2022-07-18T14:47:49.831343Z",
     "iopub.status.idle": "2022-07-18T14:47:49.836849Z",
     "shell.execute_reply": "2022-07-18T14:47:49.836593Z"
    }
   },
   "outputs": [],
   "source": [
    "df = pd.DataFrame(table[1:], columns=table[0])\n",
    "for column in [\"Effective\", \"Received\"]:\n",
    "    df[column] = df[column].str.replace(\" \", \"\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.838270Z",
     "iopub.status.busy": "2022-07-18T14:47:49.838160Z",
     "iopub.status.idle": "2022-07-18T14:47:49.844983Z",
     "shell.execute_reply": "2022-07-18T14:47:49.844735Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Notice Date</th>\n",
       "      <th>Effective</th>\n",
       "      <th>Received</th>\n",
       "      <th>Company</th>\n",
       "      <th>City</th>\n",
       "      <th>No. Of</th>\n",
       "      <th>Layoff/Closure</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>06/22/2015</td>\n",
       "      <td>03/25/2016</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Maxim Integrated Product</td>\n",
       "      <td>San Jose</td>\n",
       "      <td>150</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/29/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>McGraw-Hill Education</td>\n",
       "      <td>Monterey</td>\n",
       "      <td>137</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/30/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Long Beach Memorial Medical Center</td>\n",
       "      <td>Long Beach</td>\n",
       "      <td>90</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/02/2015</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Leidos</td>\n",
       "      <td>El Segundo</td>\n",
       "      <td>72</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/30/2016</td>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>Bosch Healthcare Systems, Inc.</td>\n",
       "      <td>Palo Alto</td>\n",
       "      <td>55</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>09/01/2015</td>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>Encompass Digital Media, Inc.</td>\n",
       "      <td>Los Angeles</td>\n",
       "      <td>41</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>Alphatec Spine</td>\n",
       "      <td>Carlsbad</td>\n",
       "      <td>99</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/07/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Symantec Corporation</td>\n",
       "      <td>Mountain View</td>\n",
       "      <td>60</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Fusion Contacts Centers, LLC</td>\n",
       "      <td>Santa Maria</td>\n",
       "      <td>50</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>09/15/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>KLA-Tencor Corporation</td>\n",
       "      <td>Milpitas</td>\n",
       "      <td>213</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Southern California Edison Company</td>\n",
       "      <td>San Clemente</td>\n",
       "      <td>100</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>09/01/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>State Fish Company, Inc.</td>\n",
       "      <td>Wilmington</td>\n",
       "      <td>76</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Boeing Company</td>\n",
       "      <td>Long Beach</td>\n",
       "      <td>56</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Bridgepoint Education, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>7</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>Bridgepoint Education, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>15</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>BAE Systems</td>\n",
       "      <td>San Francisco</td>\n",
       "      <td>4</td>\n",
       "      <td>Layoff Temporary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>06/29/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>BAE Systems</td>\n",
       "      <td>San Francisco</td>\n",
       "      <td>78</td>\n",
       "      <td>Layoff Temporary</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/07/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Bay Bread LLC dba Bakery Los Angeles</td>\n",
       "      <td>San Fernando</td>\n",
       "      <td>50</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/25/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Bay Bread LLC dba New French Bakery</td>\n",
       "      <td>South San</td>\n",
       "      <td>121</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>07/02/2015</td>\n",
       "      <td>06/12/2015</td>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>Hewlett-Packard Company</td>\n",
       "      <td>Palo Alto</td>\n",
       "      <td>65</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>09/06/2015</td>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>Microsoft Corporation</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>129</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>06/25/2015</td>\n",
       "      <td>10/09/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Aramark Healthcare Support Services,</td>\n",
       "      <td>Culver City</td>\n",
       "      <td>53</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>07/01/2015</td>\n",
       "      <td>09/10/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Maxim Integrated Product</td>\n",
       "      <td>San Jose</td>\n",
       "      <td>20</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>San Diego</td>\n",
       "      <td>22</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>07/06/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>Los Angeles</td>\n",
       "      <td>71</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>07/07/2015</td>\n",
       "      <td>09/04/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>ProCourier, Inc.</td>\n",
       "      <td>Irvine</td>\n",
       "      <td>22</td>\n",
       "      <td>Layoff Unknown at this time</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>07/09/2015</td>\n",
       "      <td>07/22/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Berkeley Pyramid Alehouse</td>\n",
       "      <td>Berkeley</td>\n",
       "      <td>63</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>07/09/2015</td>\n",
       "      <td>09/14/2015</td>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>Fireman's Fund Insurance Company</td>\n",
       "      <td>Novato</td>\n",
       "      <td>35</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>First Transit</td>\n",
       "      <td>San Bernardino</td>\n",
       "      <td>127</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>06/30/2015</td>\n",
       "      <td>08/31/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>First Transit</td>\n",
       "      <td>Rancho</td>\n",
       "      <td>71</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>11 Main LLC</td>\n",
       "      <td>San Mateo</td>\n",
       "      <td>35</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>07/10/2015</td>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>11 Main LLC</td>\n",
       "      <td>Chico</td>\n",
       "      <td>44</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>07/15/2015</td>\n",
       "      <td>TaylorMade Golf Company</td>\n",
       "      <td>Carlsbad</td>\n",
       "      <td>64</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>07/08/2015</td>\n",
       "      <td>09/06/2015</td>\n",
       "      <td>07/16/2015</td>\n",
       "      <td>Southern California Edison Company</td>\n",
       "      <td>Rosemead</td>\n",
       "      <td>38</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>07/14/2015</td>\n",
       "      <td>09/18/2015</td>\n",
       "      <td>07/20/2015</td>\n",
       "      <td>Actavis, Inc.</td>\n",
       "      <td>Corona</td>\n",
       "      <td>45</td>\n",
       "      <td>Layoff Permanent</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>07/17/2015</td>\n",
       "      <td>07/13/2015</td>\n",
       "      <td>07/21/2015</td>\n",
       "      <td>American Management Services LLC</td>\n",
       "      <td>Monterey</td>\n",
       "      <td>56</td>\n",
       "      <td>Closure Permanent</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Notice Date   Effective    Received                               Company  \\\n",
       "0   06/22/2015  03/25/2016  07/01/2015              Maxim Integrated Product   \n",
       "1   06/30/2015  08/29/2015  07/01/2015                 McGraw-Hill Education   \n",
       "2   06/30/2015  08/30/2015  07/01/2015    Long Beach Memorial Medical Center   \n",
       "3   07/01/2015  09/02/2015  07/01/2015                                Leidos   \n",
       "4   07/01/2015  09/30/2016  07/01/2015        Bosch Healthcare Systems, Inc.   \n",
       "5   06/29/2015  09/01/2015  07/02/2015         Encompass Digital Media, Inc.   \n",
       "6   07/02/2015  07/06/2015  07/02/2015                        Alphatec Spine   \n",
       "7   06/30/2015  08/07/2015  07/06/2015                  Symantec Corporation   \n",
       "8   06/30/2015  08/31/2015  07/06/2015          Fusion Contacts Centers, LLC   \n",
       "9   06/30/2015  09/15/2015  07/06/2015                KLA-Tencor Corporation   \n",
       "10  07/01/2015  09/04/2015  07/06/2015    Southern California Edison Company   \n",
       "11  07/02/2015  09/01/2015  07/06/2015              State Fish Company, Inc.   \n",
       "12  07/02/2015  09/04/2015  07/06/2015                        Boeing Company   \n",
       "13  07/06/2015  09/04/2015  07/06/2015           Bridgepoint Education, Inc.   \n",
       "14  07/06/2015  09/04/2015  07/06/2015           Bridgepoint Education, Inc.   \n",
       "15  07/01/2015  06/29/2015  07/07/2015                           BAE Systems   \n",
       "16  07/01/2015  06/29/2015  07/07/2015                           BAE Systems   \n",
       "17  07/01/2015  09/07/2015  07/07/2015  Bay Bread LLC dba Bakery Los Angeles   \n",
       "18  07/01/2015  09/25/2015  07/07/2015   Bay Bread LLC dba New French Bakery   \n",
       "19  07/02/2015  06/12/2015  07/07/2015               Hewlett-Packard Company   \n",
       "20  07/08/2015  09/06/2015  07/08/2015                 Microsoft Corporation   \n",
       "21  06/25/2015  10/09/2015  07/10/2015  Aramark Healthcare Support Services,   \n",
       "22  07/01/2015  09/10/2015  07/10/2015              Maxim Integrated Product   \n",
       "23  07/06/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "24  07/06/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "25  07/07/2015  09/04/2015  07/10/2015                      ProCourier, Inc.   \n",
       "26  07/09/2015  07/22/2015  07/10/2015             Berkeley Pyramid Alehouse   \n",
       "27  07/09/2015  09/14/2015  07/10/2015      Fireman's Fund Insurance Company   \n",
       "28  06/30/2015  08/31/2015  07/13/2015                         First Transit   \n",
       "29  06/30/2015  08/31/2015  07/13/2015                         First Transit   \n",
       "30  07/10/2015  07/14/2015  07/13/2015                           11 Main LLC   \n",
       "31  07/10/2015  07/14/2015  07/13/2015                           11 Main LLC   \n",
       "32  07/15/2015  07/15/2015  07/15/2015               TaylorMade Golf Company   \n",
       "33  07/08/2015  09/06/2015  07/16/2015    Southern California Edison Company   \n",
       "34  07/14/2015  09/18/2015  07/20/2015                         Actavis, Inc.   \n",
       "35  07/17/2015  07/13/2015  07/21/2015      American Management Services LLC   \n",
       "\n",
       "              City No. Of               Layoff/Closure  \n",
       "0         San Jose    150            Closure Permanent  \n",
       "1         Monterey    137  Layoff Unknown at this time  \n",
       "2       Long Beach     90             Layoff Permanent  \n",
       "3       El Segundo     72             Layoff Permanent  \n",
       "4        Palo Alto     55            Closure Permanent  \n",
       "5      Los Angeles     41            Closure Permanent  \n",
       "6         Carlsbad     99             Layoff Permanent  \n",
       "7    Mountain View     60             Layoff Permanent  \n",
       "8      Santa Maria     50            Closure Permanent  \n",
       "9         Milpitas    213             Layoff Permanent  \n",
       "10    San Clemente    100            Closure Permanent  \n",
       "11      Wilmington     76            Closure Permanent  \n",
       "12      Long Beach     56  Layoff Unknown at this time  \n",
       "13       San Diego      7             Layoff Permanent  \n",
       "14       San Diego     15             Layoff Permanent  \n",
       "15   San Francisco      4             Layoff Temporary  \n",
       "16   San Francisco     78             Layoff Temporary  \n",
       "17    San Fernando     50            Closure Permanent  \n",
       "18       South San    121            Closure Permanent  \n",
       "19       Palo Alto     65             Layoff Permanent  \n",
       "20       San Diego    129             Layoff Permanent  \n",
       "21     Culver City     53            Closure Permanent  \n",
       "22        San Jose     20             Layoff Permanent  \n",
       "23       San Diego     22  Layoff Unknown at this time  \n",
       "24     Los Angeles     71  Layoff Unknown at this time  \n",
       "25          Irvine     22  Layoff Unknown at this time  \n",
       "26        Berkeley     63            Closure Permanent  \n",
       "27          Novato     35             Layoff Permanent  \n",
       "28  San Bernardino    127             Layoff Permanent  \n",
       "29          Rancho     71             Layoff Permanent  \n",
       "30       San Mateo     35            Closure Permanent  \n",
       "31           Chico     44             Layoff Permanent  \n",
       "32        Carlsbad     64             Layoff Permanent  \n",
       "33        Rosemead     38             Layoff Permanent  \n",
       "34          Corona     45             Layoff Permanent  \n",
       "35        Monterey     56            Closure Permanent  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## How did it work?\n",
    "\n",
    "We can use `pdfplumber`'s visual debugging to show how the table was extracted. The red lines represent the lines `pdfplumber` found on the page; the blue circles represent the intersections of those lines, and the light-blue shading indicates the cells derived from those intersections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-07-18T14:47:49.846583Z",
     "iopub.status.busy": "2022-07-18T14:47:49.846481Z",
     "iopub.status.idle": "2022-07-18T14:47:49.897806Z",
     "shell.execute_reply": "2022-07-18T14:47:49.896920Z"
    }
   },
   "outputs": [
    {
     "data": {
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/dXC4db11gvcPkAueP966PsYUZDyHDE+19ESg6FM7X2yBi047H21d0TYyocDJVtXO11ut4nwNtkRimIHTU7FO3ku8jXXmFuNpuZeQ7ZcSO73kHcMCe7x1dMG45vOrTmfr4vhJB//DpHto6Veds62TJ8ed82OkBCYIeDK/88klK0a28OabfohC/fB8bufHlFIHbWKswW5PjPe5nX9aasNyP0E3DJ23ZAT1hRGEfD5Z+yZv//7HH3/8HzcIZZ8vWvHSiWvLdgIx7CH++7hzsXVKP6+uOgd4A97hq/uTrcdXeMPdOTo9loldS9NM5jsf0j8XrC68xkRKgJ+fH8ztfLJ1ftzO970Ouz0x5KXFm0+fFl2GjK1ePH3+nnQOv3pqBCFfPH36rnnlJx3G07958fRrlpCX+4bi95dfLjjmSyg7L9mZEZZf02Do4JwT45q7AmnpaPLXaNuUDdS2Ty8PzngodXKITwDznQ+ur08PMMnrFS04vDw5Pu/ILGRTO59tXR1ttV9hrMFuT4wZQQh1BZ9OL8Gz2FlByNeyL57Tvg91yJffvP208+7ff/w5bfvV22+/3/nF/3n76dM338SXSZ9//vGbtP27X3z9H5R0//z522+9lJ+2TuwEs+cdUCac8bdLIkbnxEBL57koWUrb4bbdecwiW/6i4yDf+fQCP855vtYzxv4/2UJWze58Qbtcz33h11pzuz0xvphu8p93/vd8XsyKp0xemDffX3Te+9XPqO2/++j9F5++33nrE+pPXjx6763O5190Op9/+fzRu1j86VcvHr3fefPr54/+rvOLl/o9xunW+SFd5s9wVaer/NU1y6GQGOeYRuz44ODx4dYZK6aOcZvw5Kx08y07Q1pLt9oX1DVcHVDbv6Ie4+B8fufO8dVZ22Osw25PjL+fbvNfdX42nSjPaZu3pjuVX+T7IjGeP/rvnW9+9e4nzykxOu/RffrnL371M0oVWv05JdDnXz199Ml7n77/1qOvP/mEMuybp5QY773UidE52jrmu4QOj50ujiGi5cSgdHnCD6tOr3DTIG37YHoqe9n5CaUAdj7G5qcn11vXF+eHFTufbXHhrdm2WxPjrZnO4BeTsdWvPv38q7/jjZ5PFr35xbuT+4mnj75+7++/wPqP30VivPf22/Qv9RZUCK3GN095YnS+/Pt3X0BfSH923v3V83Wd8B3bdKN9XL1iUcs+nfp5WrmitfXY7T3G02mjVMl/vj+/0elbnT8pfxT+ySc/49vop++9i8e8P/sFJc27P6Ou4eknvPT9zvOnnU/e57/efQ8K26dvfULb/OLv7J5ma63VsyW/+f753/7uVhDn//u73/72t//1z/5w4QbvPVrardZa26wtC0P4+W/+7B9uXP+D/wqGyL/+7Q20hOetAKq1l8VuTYx/+IGxv70BKPVXf/uPjJz6x9/8wJLdmIWttbZuuzUxfvCHE/vNb/9wHkH4J//wuz9DUvy33/2hRftBhSuvhl3CTue5m53OGb7YPoEo8OSylXls2Gqya//gN7/73W/+4a8Acv75n//VH/zgN7+VruK//ub/XY9/r55tHV9dXT2e527K891O5/iY/n99x061Nmv1aec//4M//Fu6x/7Hf/xXngJgdgaAhd+kPsdT3Lfev3mjl1sktZQJyePoqPP44Am6jTMIzM8uqaOQxDjbOsTrwc4ZxOoF2LN9QHvHdmtifPLVV8/5v6Vlb32CKWPI5ueMefH15C3GN199/M1kzZv4WOMF80FefLHoaE/ffKnf7C1jW9eHh0dg4hxfAbB2dXy+dXSydX69dSqJAQoO68nPtw4mYM/N+vwttFsT4/NPWPT3QuSyf8Ht9pvP+Y/yi4zOU3lf8fnkkv/129IBvPWc/+TEeP/pZCPZo/M+9yLvv/UX/Jf8+/zV1KOzbR1fX19yYhxfHvH78LOLzsnZ+daFSYxT5oZsPTm5vi6BPVu7W7s1Mb74FV/1v34TTfYX7336HMt4XpcvXnw+6Ua++OZrkKTeLc0K88goQ158xd8jcWJ8/HWx0XtfvsefdDz6nMVW//z5lx2AqJAl7714qdW1N5sMpSgxGHbLzHKIZCeJAfUsJcz1+XkZ7Nna3doS6tpPkRm/4G8tnv/iVzwgQot+69HHXxZZ8P6jv3gXnym9X2rReWK8+w10UaXEeMoMkM/fe5+/+JNvx998911mIXBiPH9vlnL7ClmeGKdXh4+Przpb5ydbTy63Hl9OJwYNtB6fH5bAnq3drd2aGM87L9AVcGK8/9fP/7pIjM5flz/S+xQMg+nE+JK2omb+7pufVCbG2y/+gr9+esSjp3JiPH30lDumV9OKHuPwGFrAs+utq9ML+rl1NJUYuLF4XAZ7tnandmtifPPxN2i+T798Tv9+9fHXyIbnX6Ixf/LFN5ObjHc//grL3vqiBDR48fU31Gk8/ecXXyJb+B7+F+8VGz39Slj/X3AqffX8OfLvfb53/+I/vnj5pgFYwW6WBZ4uWN7aXVg7z3drrVXYrYnxV3+wEbt13qbWWlun3ZoYv/l/NmK/uYNzb621hdYOpVprrcLaxGittQprE6O11iqsTYzWWquwNjFaa63C2sRorbUKaxOjtdYqrE2M1lqrsDYxWmutwtrEaK21CmsTo7XWKqxNjMX2+HEF42ZiF6c3rm7tpTYLifHKfjLw5PLqppkfrw+uL9sviF5Va54YJ1dnJ1tbZpKG8yN8zH+6Vay9OOwcl79YPjg+vTjO1xQLaf9j2dUsOcRnbsdznzo/3qpcPDFgZnjfGTu7KlYXfpbs9HKq1PPLzsn11enR2dXFdFl8/MPjq9Oz4+PDJ4/Pj3JKweXxTAadV09acXlarDg/4rmQDi6q/M3P4rS87pRnxaA11XtM2+Ot6b+nHSrO9vyICyuvnQlG5ZIZOznqVNQLB/34Qso+uZ6swBeJBxelJebMTq5Py17fcJooc3b1MlFZ3ponxtnW5clx5+D68VHn6PH54eFjSozDzunBUefx4eHp+fXFwWnn4OD08dEZRh4HW5eUGBeHJx1ac3H4GIgMMmpX55hp67BzwpP0Hj45uOhg5t6jxxdHncPTI1p4QoVQ0Y+PTw47GOScHB0ynukIM/3SETDnL5rayVnniEl+B6cXZ7yWHLnCvL8ntBolnR1c4SAH8Ozk8BRenRwfkTMnOGTn/Piyc3X05PDsydVjBBszBmM7OifU2/np1dHhk4vTy4MnnBi042OeEgl7n10e8bnz2dCvswNMZnxyeNE5OzmEA7ICu51cXT3uPD5+QucKF0/o/wcMnOpgiuMnl6cHh4/JsWINeXmGkJrEQAxPzg6O+CevPj07obiUQ4V9cdz8jHGOPDGynC15dX5E4cJaTJQscS0Hoyo8VACXe2aKODo6uMYEHwenUndULxcc+7Nris/xxRGNOQ9PT66PDhAPcgKf6tJ5T5bgzE5pX04M/JBTOTnj86MfOCWc28Fjc0C6JNFKblOnBycHpYhRezqw0Y83T4zHF1Tfl9fndH24Oju/OjzmHuPq8Pzs8ODqkNrW8cWT88trahO4qh5c0X9Ptw6vj55cXdBPah8oBIlhdj3E+OTw+Gjr9PjilFrBk62T64Pzy0v69+rx1jkuXtdnl5fY5gDLz7YOjk9whMdblwyaObw8uj5Ad0R1cs5rrw+vri6eHB5fbJ1hj4tjvlZjn9Otgyu0heOL4ydPznEInBE1PMq+nBWIPXm7J0+e8AXtYuvi/Pg47ywOrg+2Lq4vcb07uDp9Qn7j3HE2PFnM8fk5XTjoAFhCDsiKDiYhO6fm9Pj4ks+VxmVUyOUJ/EPPeXB8eXb45Jz2y9dgSpkThFQSg2PIu9KZcGjPz67Jx6lQYV8+rpwxXAV9AXPO0NmyV9Rj8FqUIXEtBaMyPFv4IeWaEzu6QmIcn+R1d4C6Q+ypTBziyfnhEdf/k8vzIzoDTozLYgmf2fXl+RNODPyQUzk0oaHaQ/dDYd4yBzw7Pz+mWpISuFYmETuf7StXMys33ydbB0enZ9eda8wat4WJSk9RXwdX13RVpfZJ1bZ1dE15Q8suD7eO0cOcHzw526JeQ0pAYhw8RkbRagT3SeeaYrpFATu+poZ2fXV+eHxObX/rgMo7eIJum7bBcjoutdyTDs9Rt8VDqVPMjW0SA2u3To+uLq6uqFGcYg/y6fqIj4l9LjG/6jE2vsIh4A01vOuTomfGnqfY7vqEJ5d8fMwX33Oz+vyQNsapsYPnVzj/Dp8Nj2euz9BYyQleQg4cmIo7P8KRcaAnna2TLWpeR8eUN+Qf+0MZf4UZxh7na7g0hFQSg2OIXSlal1dI06Or6+Ork3KoeF8c0Jwxu8osHpyteEWJwWtRhsS1FIzHVeHZujDldrYOpYgOIxWPLyZ1d1bEHolxcr11cIL637qiS+UB+3x9UizBmVGDOTlGYvAPORU60SfcnI44H6+urs6Nz53zrWvM2IkSpFaKiJ1uXVoZUt2UGL//+7+/XCEnuAZS+qJeD6+lx7i8Ojg+uPr//fv/zHuMPDE619JjHKETuaKOECUgMY44PHSmR8VVB2uu/v2PvntIA5Cz64MnjxEm6kiYzEfNg5dPegyKHo89z54coPHRpcb0GJdX//Pf/+chtcsj7HFxfDDpMbjmcSm6OLvCITpS8pMn1/mwG5c43u7JOfcYx9eHJ3RRy2+R+DKMU8PeVKdbj3HuOBtuyldnWMrXZiTGEZ+mDOslMdDMtx4fH5xfULVfwj9aiuvf+SU61ZN8DZX2R7//RwdXl+UeA7vSz7NjvkG7PN/qTIcK+9IBzRlLj4GBBs621GMcbB380b/90ZHEtRSMyvBQAVwuVbUpgkLJPUap7jj2f/Tvf8Q9BnVyV1z/1JtRvR9yYlwWS+QCQueb9xiX5lQkNNdPGJvyZIt6oPyA55TXJjGeXJ1vlSJG251cLDPD8y2t+4bE+H3z/9tNHmseHBw95oEnjQV5nH1x+G80dPxufo9B9wsU4xMaDfL4+PTwgoeq3Gcc4GbjFDueHGKMcnJ2KPcYnbN/o9J//4x+XxxiiyPcs1zz9L8AvNJo9Lq4x6Cr5gEvxygXQ++zM177+PDfjk4P/u3glFajpJODI74HgWdcTOeQFj8+wyE6puTivhqncnCK7XDHQH8eHsKRCRzwiJzHqfHeCALOnc+mA38fX5zJPQZ7f4D/nF7jxC74yGd059GB87gnOzpl/9h1urmgwx2eFWs6v0+B+3caW5/wjnyPccJBOjvkAenRxcUZh6QIVeGJOWO4KvcJOFvxisqgtd+lMr4rcS0Hoyo8VADfRV3mN08XtMLcYyAqlJoXHPvv0tn+PlUQOXDwWOr/iO+ixOfJEsSJT/PItBw5FT5R2v+Ap3Xme838gGcXj4/orgMlXBzwdbmIGA3PHy8xXedtrXtxYvx+6d8VzUIRlWVcHZceEZsHTgtM1tpwxKKdrjTP6jpPQkr9n8c1Hr0veO42eTpky98nx8c3xevg+Lg8dlpy2vNbnbsxMb7zne/8p+80sP9U+neTZdgpZNO2zpNYR9n3Ouhwa2vlxNj6zvd+73sNjHb+TsMiaG8qomEZVhzZuFmJxMKy7Qdonf42Npzwij0G7bX1ne8+aGTfffCwaREPvvu97zxoWoYVRzZuViKxqOw1BGid/ja27z74zor3GJQZf/SfGh/++42LePB7/8lCdG04snGzEokFto4ArdPfxvbd/7TqUykMpVBCf+/Bg9c/ej0v8H+V/xB756OPPtp748Fki4k9/M7k909os49++ODZR9nrH37ww3IBz375zkdvPFhg3ysV8TqO1K/YaPej2SVvTC8pO9LYXt/7YO+ZxfKWtO8tdw7PfvjBR+MHiOg7ry9f+OIAfdSfi+aDBz/e3++/Q8v3999ZWOSS/kp5P1mwYu+DXbQWOhuJ+lzrW9W+c1PTXyYxfqR/8uANnbfb/cGDN9SMa890b6D1DydbTKwc7h/pH/3oRx882NN7r+sffVja6HX963fUjxedQDm8b2j1I6XnkoCSTs0u2dNTf9pMjNe1pvO9+8xYrqE9U/DuDURU7S1f+MIAvaP1+MEPp6P5YKQ1HeadB4PeDYeokxjJXAWK/Vp/8Aa1lnf06ybqb5A3VsxCYuhfIjGe9ZG1qtd/fe+XD579ZI/8G/8Xzpdn+r88eCfRz9758f5Hr2OLB7/c+1AuJFOJMcC/44He29OjN571f0hNi8v5SH/w+t4bH1Jm0f+LXXObTozdBw8UxXB373Wqsg8/oj95hzf2nlGf9YwK4zXPftJfY2Ik+vUHuwMTkQc/2f3hR6/j16/7u7iavb63/2P6542P9p59SK3mw59YO+5yDe2H+scPfql+8s7eG7vUoigqv0REbrWbEmPAifHG3k/yi8EbOnuHLj39D7X6sKm/YpIY0oKofVF9cnSfjfT+PrWWN3QedSTG6z/EKY339n9NgX72oP8h/e+jD6Xql7bmifGXSNo3yLFE77+h9R659oyu3Pr1D/VIf/BAEuNBX4/39L4eYIvXdaL+kpv3dI/xwQcffPhrKm6k1a5SdKZSzgh7/fBDusrp/cmuVeF9Q+9Ti99/sK8/0H0qcKR/LDtQGqiEqu+XskbRmvUlhv6R/Jcj8qCnM00+6Hc+0mqg33imfzTS1CZ7H+iP+JQq+rcVbbmGNpK+7Jn+4U+o2XJUluncbkgMpfuUGL/WSlHbZPsJRhC/1NkPde+HC3Zb2l8xSQxuQa/T4GOkJLq/HOgkodbyw1EedWp9/9KjvoMqfv8D/fouuaQ+oApXP5GqX9qaJ8ZoT/8X/caYDrqnn40GcO1D/fo7Hz4bqTf2EXRODGoEz97oK/1ghOvL7k9wba9IjB8/2O/RWOTHY/3DX6PloJyx/jVVI2XFh3o82bUqvJR1Wu8/e4dSdUABpIvE67IDJcZP9C/VaLJmtLbEIEf5vyYivdGDD/Q7ff36R/pfkAav736k+7t0Dmr0TH+0qxfePNW25Rpa0uP/UEQf6D1kxWC0zG43JMYPqYVqBPQdbQZOe8iQZ3r04C+zxv4arzkxpAUlipw30f0QY6gfPxj9JI/6G2gjrz9IqJIH1B3miaEeSNUvf0QLifGOojHrr/WvH/yYru6cGOTxg1/StZJaep4YFKs9/cGPODH2sYIbxPxQyiTGj3XywQc/kXIkMWhElZR3rQovDaVe1+oZ/f+DD/Yxrnr2juxAifGMLhi7+Zo3qKCpMNjsMTCWe32UR6S3j1P6EInxjJLhX3qKE2P8gBrkfi9bMHZexZZraLhWvTP6sUmMf9Ef0VViCbshMX5Cw3v9AI3uL02O9em+k9rkf7GdGNKCPiSff2miaxKDwmmiblofVe+Hida/3tX/ixPjgwdS9csf0UJi4EJNQ4Tk1wNFfdzr5Nrreu/H+sP93usfyVBq9OEP6fKhfkQ9H7b4UO/2k9ex81Ri/OWHZCYxqIQ3frQr5fwv/UN0nxT+/oPJrlXhRS58SMO3v0xeH1EXM3oDvQx2wB3FB5qulcWa3voS4yd69OOBfmYiUkqMvQ/1j8mfD/VPTGK8MXkmYcGWa2hjPejTJYIT4wO6tGq9+LlRyW5KDGqwmq5bfeqa3+HHj896eu+HPbpY20uMHrWNsbQguqtJHpjoSmK8Tudgok6tbxcd8Udv4H6DxvU/eUNzYkjVL3/E1RPDvMegxKA2R51WT/feoK5Z4fZnj0bWdCeuex8iTBjgfPBLuo7QsPCXtAXdMsnQeurp+I+wmUYr+he6BlCsR+9IORTmD9GA6P79QbFrYeWn4XzzzUN4rV5/8CENQJ/JDkiMN9DRy5of98iTciF2H9OT7wNyRCJSSoyBzp49G9B/9k1iPChG5TZsyfcCH/a02uOh1Igi86Fe6iq6OEBIDBozPHjnA426kkx/nSpTUYqomwqv8x4j4UGytCDqDj7Mo0txpdbSTx7kUefWp/WPfkmNUo+evfMjuvWRxJCqX9ZWf48x/+b7WfEP4lX+I19WLJRfN79PfVZdzjvTF7gF70+fTf6d2aFqmfUXu8+m/iP2kZ6OEHnxuk7sHXP5N8nPJj+e7S11k7NUgKaC+s6td/SrvPnmQ7ye6JlAPitV9+TXO7Ntp8YT9NXffLciwntmrYjQojUTEX6nTYx7ZG1iWDS4tbrsfOs157tOA6OdHzYsgvZ+7aHTsAwrjmzcrERiYdn2A7ROfxsbudVEXfta4wb5sGkRzncpvI2ja8ORjZuVSCwqew0BWqe/je27ThN17e85rufHjuOGoUuFBU7qR/TfyE/p377reiGtjMOwS3/GHm8XplOH//7vObQTrXLGZqc49Kgs2pAWRqmUJUdxHN/Jty7Z733/u3IMj3YKJztRIfNO8TKPt5uOAzkS+dg+LBff9ae2CmPzI3YqretOfnsxO+v74XB6o363/NeCklYyRMIJA7+iTNefX1bLuKYQWyel6MV5rTYy9jfyUTGhe+OWVXG80ZqHtZG69jUnC0LlOioMFXkfRMk4CBw/ixJqXcoZ+F4v7qowSMhTlVFjSWYSAx10qmix4wdjRauU2/OorFhxYmRDKUuO4maaDqJwiLLRdUeOQe0962GncOShLF/HE6fKy3r9ucSAI32N3NVZeXF/aqPEOO8taGb70eR3gN90VC9Q0y1IldvAopJWMgxNsiAK9XyzcHXTwilAToQIBQElhqnVZgZ//cTzlOeom1t9VRxvMhthbfKC77WY8iEgnylmXSeMqNVTDQSuM86oRQ5pcRBipYpdFWSOs+fNHp3CHXhO3MMlYz9EM6Ymq9JI2v5AypKjOMrX/F9nPFUEhVeOQb9VhJ3oJy0JMizKnSotc1VFGJAYyYhCSgkc+3SUcURXxW7o7O743tD0UkkaRyFd4DLKkBj9EHWBaUQZuUuF+8NYkbs7/jZdBvww48RABfXSKPJj6j5d7u96bkQ+7KL2Ii7JmqGhISnCVE5BnGVDYnDPue3DPzecq4nbjAIUJZlnAl1EvKG/sUZQAiTGxD2JTzj2Cz9NHCXotCKlMxvyMAJxd3ZTH1c6RHhSQU2tUWKkGZz2syQhhxMeifB1JPMdHr+4Ku2Ty9kOZQ5tmiidTUeTwo1zoGpz9+hSyjul2vWVosWpL2XJURwXtZsEaqYICm9+jDBA9aO0NHFcJ4knTpWW7eiB2p0NAxLD79H6MHO1F/XSWMcDj3JIjSKVeAn3BUka6XBXu3uZGyUR9UNZ4FEy6MDzs51g5CZh19+nNS51eJoTI3DcMV0qVDhUfU/F1DsG2kWbVZSkkYqopMY1WI6E4/f26Bolp8DOyioKHfm1Hzh67GlHuuV6RgGi+qF2qhO9V0S8qb9eJj/VsOSexEclYeGniaMEnVaMNcXR95TDcaclEQ06BhRht6ighr41TAy09tAPqMYp2kgJjy8j6GUT6vjchBIEIYwkMWhs6k+PgyjcA9qDrhvuLvWo2CmlJhXR/5SkCZUlR5HLnspcb7oPp/Dmx+DBUoTNtrENJUHuVHlZvCsXqllH+n3qGxI6WBx7auyEOkDnQmUGoVyykBhURo9ueZzAjzyNUsMA/7px6iv40PMiDP9oW04MrXUyRgFY5NM1hE7CJAa5MHStD6XowjCgOuBTEGd5FflIDnV1VwWR63ijKKp7vcdQConhht1uEuURb+pvaJqDGpbcM4mRTvzM44igYwUqSaPZSNxpoOAFcS+Kst2ighpbsx4jr24KOwZBIZ9GljncIl1FQ/Swz62RWze6zekrFYU74x4DWyTYKe1FvCGddWLKkqNIYqC9TbdqhFeOEXHL5/4HnQwvyp0qLXO6FZXKiZGOwt0oc1UWUi1Eus+JETvB2AxaEx7jKerEnUGAe1CNvhxDs1AFnBiu9vHcIDP3G5JPqGmcvkfDc3jPFS+jftuJMcSQwg/kFMRZWpA6Qx5M0kDLDRPl+nSvF27XKzxPDNRNGOS12tTfdED/dTGUKrlnEoOuormfJo4cdJdW0JkNFUIpcedxckTddBgVFdTYGiVGV8fdAS6jro4DyvABPwfCVcDDvQIGiGnSpVsISQzKdX/aZQo3XTSoIfEq2inWGB3iEjtwM1OWHEUSw9+bzS2EV46BsrHTyEMBXHOFU6Vl3giX7ZkwcGI4ivpiXO+7ikZRNBhZnBhUVfGI0rSbcWKQ+7sKN9yUuDT21W63N50YOGIW0qExUPSpE3NGkbMX2k4MFyM4urDyKeSJ4eouLaCjpnyxGUS40mQr9hjobJMor9Wm/jqD0OlieDQsuSfxwW1H7qeJowSdVhSJIXGXG0iNod59SAw8ro0SRT7sqV7ooHlA6bWNf5Jg2/Hwg5qQUvy4dJ/+P1DJVIvEQ0A3UHRiOwkNkminADtF8Uj1Uk4TlGWOwonhjpSavrHCQz85RjaWhIyzXoY1lAS5U+VlNOTXVY9rKTH8ESVwN0mSrE+3SdSNVydGqkN4HVGODiQxPJUEmnr8nXSk6BBhT056khi0haIIZEppd7unMkW1Tvf56ZwnDQyR2KHTzbpyCkWP4VNIHXcfPvUVHg/SPVzNpiOPa9FjhKoXOHmtNvaX6kUHLrlZck/iA89zP00cJejlxJC4S2J4A9q3qKCmzjUSEU6985m+Bi+4+Zl+4jb72sid2nDB07mZxTOviWbWLnkPNuPI0s8FfRnj1bbGrwCqzETCXccR7vgF31riU8tWf8HHwLXXfu+1BkY7f6dhEbQ3FdGwjNUd+R+f/fSz7zU7tjWzEomFZTevqfky1+dvY8MJt4jO+61nW9ZaEaFFa4jobEWE98haEaFFa0WE9hzZuLUiQovWWEQYGgUEXg8ETsQPuj1+M+fHw12zEveDcch6wnDqWQY/66Cduo4rIj8/3u5DLZZimeNF7tjHi1w+CivhuiIvLBk/28AxWEToYidxwBGnulS+65SXeWE4K1pjEWHATwbzl+LDMAgWPHiJ4AEdx3d814PbcQDjNwP+/P2+Gzt9m2LBRUaR6LLqJg2mDhdbeLtuRIQRKtHH+6FZPegKRv7G1Y8uon2P/oe240C1KAuXFEJ2uRoQ8+H0TrSiRjU0FhH6PRcKCNWl6hgn0AOGSagifjfmezp2RW6W4inhbtLvT7c1FhGGie/0WeTnqrgX+qrrKS/z8Qw7yDwWEUKtMYSIcFv1+9OJgaf3IiLs9zO8LYiNAz5eiaQBFZAFTnmZ9vv9ivcYPp7xxbmIcKiCyFPVkiJ+Xxv0KegqDrglao+Mo96bj30WSSWt2/g9hqYLSqCn2uzcS5tVDO8xPIpQd+CH2o36fV83TQzyN6pWIqowVriE8SsrbyQLl3xxIo92Keb8srmUGLSiTjU0FBF2nWAXijIPb1fo6hlm/FR5H9ffXETYVdtxDyLCwKtoj3jPqR1q/oFPO4mIMONlrupmQ8fL5CiOCuRF80wRIiKkY+BVe2ReVpMDQcYKEY9SMdbd0rK4151/HIjESBI8n4eIkHqvYI+W7lAn6AXbKSR51BXQNRLC6yIxwiIxzDvHKPB6MW1Ca9yQ+hsXInC6JsThkDquiEqIglsU1g2MEyNBCFRaOlykfRHup95e1EXPjAu/V7NZU4C8wShEz9+Vl7CNX6IVicFhQueRordPKQGDUAfDSWLweVBixL4rEeRuK6+RIqjRXhC5I4gjEHMV0TjChTKVByNYEQ6jyPeHPuSHKcYiN1hjrVTf97MBdOYJv5GJXLpm7SSODw2sq1hVM4pc9yYRYZcuQSrAy2/slGqXEoP+ZY1tN/PlKM6Q33wrlUx3OkYrNaKlfoa2aRwYOnhbDqeouygvi7RSVbJz36erfeJnroIENn9/FSgf/YGORtB7iPKcujjfT/pUU0WPsUsGBf2+jkXRsJ+NFWRTQRInPvWE0nFBj9ifPbYt48SgpI0olKXDkfvovMkF7UfcBUcDSBXqFQ4RYXcPcUszvKWNVOMELxKDw+TqoZON2T/yeEd77iQx+DziXgyBOn52lb/bi/MayYMaqSjUwwBNjGOO8Uvcc1F7Lt4OUq7EgfISihFeB3oz3y/MWKPEgCgo3AvUNjVjvM7v7ibBELKkActa48EeCzEKEWHqBnMiQlzXtRuMQogIXR6WOFEvSLQIuylichR58+1FkAvMhNccwxURoXHAQRKw3irsbZeXpWE3nmsWnBhBGFN7ivBtiUtXxVRrcowu/mlKgyrqAZIBhTaKMFYLw+nEoEzxHdYIxkYKBSVfnEaiLVQxruQa6bZ7Y3U0MU4M6g+DSKXlw2kXqc2ClK4OPT/rqnSc1SycJSGSGD7inDV/ZV8khoSJoq8hOKFl1L/zQKhIDJxHrHE9458syfRNjXTzoLrpTqjjyVAqxU49CBN5BBXyyLePQU2aQBjt3TjGbJQYOyIiDCDu83zc5cV6iHPLYv44yedLPV9mKTG6dK47cyLCEVchBwQ7RazXjr1t7QzwcVLmOjslEeHQnb3YQXYux+AoD9wuO+BwEkDKARFheZnrsnTKmXXE96MEAkAUA2GT03Vjo/jL/MSLcdUNA280GpuhVCkx5KxYI4glqcIJuW7faAtpO4WOMRbxwpqME8NN6Fqu0vLhtDtWlLf4bmaIDA7pVLO6H2TkieHGPIrC9d2Cv5IYEiaKPjV+ulftFYkBlSYGrnwesQ7wURx+8qUyMDXi5EGNetlUYvBOGH8NlBFccXXRtnSNpEPSoOoG7xolhqu3XbUTJS4ulDt8l6C6idcN+h6kqbioRAN3G5lJzRIXsHnZuR90cU2g25OAdkp5/Ep1R7cWdNO1v49OkI8iicGHmAuvHAMiQuzEDjicBOTULkeltMxLFvUYXUXjjYzqnC6plKBdN+TE8BJy3XMGdI5aHm0tSAwasqW0EfRhUBMGuN+nn9QIFd23UM537yAxQkVNJS0fTse4lsgHZckYS2JVeyCUJ0aMsYG36K65rr9SjISpCxUchc3PisToaq8bJ2HRxjNfflIVuXS/Y2okD2oAHWIsSnaOOe/k0jBEmY9jSonh7znbyXp6DDyuHQ96PsbhEBFSd5HgBiAd9UYuZK0iIqS7ArQdXK8jpaa1yrmIcBs6wQwCXSMiTAZJPBERylE4MegQevoeA49r5Ri4CkJEyA44nAS4xKAMt7TMzapFhNSW9hIofT2Wro0TjTtZKGOTJBnRiQwc0/nOJwZDFEMXGsE41dDAsSoyVMk+NVUdqTjOWAC3zsSgSFBiDNFU0vLhMojt8CELHZncQv+d1HVCHtfusYofHyqGFs6C/I04bhImqkV8e6AGcZEY1GI0awzzi79O5ZRCnE9eI3lQ6WYjURENax18wRHlO/m8LY93S4kR76sFzxzNCTcUEcr3/xid8ImYz2JoyDO543dLN//TKWpeG1XuJIUaK1MGZt9A8Gui4hiyU7FNKQ3LRcxeKWZFhO7MZktfXtmPbnFCU+6s7WmUsZkXZjMhmzqXbt1PP8sBmoveilbyV4rkO5jZMLnVj466lU64kz0qqnumqBtPoxUR2nJk41YjEn/88Kd1y74DEeFn90aP2YoIbRayaWtFhBatFRFac2Tj1ooILVorIrTnyMatFRFaNOskQry6XolEGBUkQnmJxMsqSITVIkIrJMKF32pGeAtQsTxXd8RcdrRYI5FvyP+dJx72u1E5LNsCztruz4oYb3lZzc/nFq7FC4yKAuLlXmgYuWepMprbYhFhGkQpTn6I96Z1nhPY02paJhGC72Ogf/VIhGFmSITKCzKzrIpEaBiFJbNGIvQXNio/83aTirU5gibVeFqoFtP+8sTgL7DniYfKnUoMeaAbqTDKph+K3qIGZODawrXa8/yKAqIln7siQJk3SE1l2DDGWFSuGYTugPl0yvPCGmLF2MLbldxskgijbQZ+8GPlmiTCUYS3emmwDcmfWVZFIpyvR2skQpMYfFn0xntj9Fspyx6xBq+iDH0QL7hdqNjUjnzxnQ44Zekf5hBSC0y5m3KFjefvUCmMzJPEyImHTglOuE3/xca+PGgnQ3voZq4clFl7UAM6eZEV5zBJjLjvdZ1ox6e+SWCJjqzBU1o+KHvDXwlEQbTUNZkCpHEWpjJs2CQxmOPoQUTI4acT9TT6VVbxQJTDJOPIj4vQRv5eas7QBB015t/4aqKe2SURQkYj0L+aJEKICGPeaUx9hSyrIhEKo3AmvHZIhJIYwT71Ua4Ool7K3ED464+8kM5QQHgJlCOUpWPq3biHRMkZ8lo7wiFEtWZRj3pS0AfHOkxVbJB5nBiGeCjoPIET7nmx8vqJEAQ5MWJz7c/pe3SkWEeyD4qsqMoiMajbpS486KHzZVgiFupw1wedBgWIN14SZWGkw3AZsC0FqDekXUxl2LAiMdgdqHayiMMf97y0lysKUpUKkTBQYZqHdgd6QXOGJuioMa8xNnRilkmEWWCgfzVJhEEWDsa8U0SjIllWRSIURuFMeO2QCH15u+460Qj/Bp7fFxas4ye+nwQGhBfHNMJBjdEoMTWvXJNon/okLRxCHKtHQ45I6IOQ65EDgszjxDDEQ0HnCZxwz+OkFoIgl7ltvj4w9L1IRE+yzwIFYJEYTMBLA99w3eQttfZRUVKAeAOVWozg9pYYGiFAyleDvDIsWJEY4k7guT0JPwsW5GW11so3REL0HHloaQ+PGg3OMA86auzeDKVmSISsa2J+cFaXRMgiQtoJbykp+LysikQojMKZ8NohEfqF7ES5PF7AkIm/O+I12hUQXpb4QcCCRIzPxpIYNPBB3TCHkAFsrrMfCX1wzOM8g8yTxBDioaDzBE645/GgTAiCZijFg7i4oO9xYsg+4+r7giIxWG3sQczCiWHKQ3GG1yfecNcbLYlnhlYqHlPNJCsigyr9lcQQd9Jk15fwTxJjwBsKkZDPx4Q27QWiY8MZ5kG/R4kxQyJkgKBA/2qTCGOICKEdZCEcllWSCOUQc+G1QSIU15Idp59JmKOkG+k8MSLdZRAeBOwZY+8GaSkxAnyIIhxCU3vgdUKkK4lhkHmSGEI8FHSewAn3vJSVikwQlIaMmzJP5fS9nLXH+9yUGHgCGOEMTUNiWCLW0ho386UA8YaKpvRcPjFoGByEeWVYsCIxxB0HmjkO/2xiCJFwkhhZtNeHjjs/QxN0Soy6qOobzCaJcDjCDQBD/+qTCAd06tsQJFI+8bJKEiEzCqdOwB6JEBumaUI+SphpDBtwBmGNGhsQXqCS/QTYO1Z6RiYxIg33mENYXNaEPiiJYZB5JjGYeCjoPIET7nm4e4qEIGhkhkFPU89p6HtGDdjlfRYkBiKBc6BhNypEmg3DErGW13TloOKNu0/eFrjCm42fZytoD01lWDDyl9WXobjjhAOEEk1kJjGESDjVY6hkpFJzhnnQ8YBmZMe1+0sinNt20eJ1kAiNpZGFCVdqWgMGX/ULs1VhiTNl38ULPn/ukcgNtmZYYTMR4SsuCXHVaP4b2HtrCyIRquTGzw6WLPsOJCGJxXFQU2sgCWlFhPfMWhGhRWsoImxl5/fIWnatRWsgO29FhPfNWhGhRbNCIjRYOiER8uPC+iTCbk4i5M2FHnjXJMKJa4LpSu3pC+7EWEQIJGIk/rv97Ga1Rw22FAUIEtAwdKRWbdgSJMIg2KslIrQ31acNEqHB0qWBQAUZWFeXRBiMPKalGaggU5HumkQ4eQopDWt9X2evx/g9Ruh5XirP85PM82/ER9XRPD18ze33+4NMarWhp2K3kwh3elA+Lt/aF2gSVzILJEJHsHS+J1BBBtbVJBECY+FhPhzZXOiBd00i5GzgrotJgr4fCPEOssF1f7Btw/LpjPnlMd6LUkjo7EUnHu1Fu0OBJAq5b5sZOqm/5KkxJWS7F0ut2vL3FhIhw5Yy34n75GXkBSk1pygKxgIdhKyQTs3UGFqf37snIkLDCBQsXTIUqKAA62qSCKlCwwHtlEMFIfy7cxIhfnAfBVJLQNUjxLswizKbc+Wty6TH2N3djaXHCHrBmOqFKYQ7LIjMJwr2kj71sn3tCSp4mcI5MRLBFTSfZSz39xYS4Y5yoReMtQctFZiQlDEZ9VgMHXQhIhyZGtNUXzuesjeWskAiFCydmxiooOAeapIIfRUoRTvlm4e9befOSYSOY1B9MavZfEO821XkuLWAr884McARM4lBd29KpUIhDCaQxAnML/FE5rZM4UgMBoRxrdry9xYS4Q6LCLth4lGTDxhqBTl+Fgl0kE5qW5kaozX73r0ZShlGIGPpPF+ggo5wueqRCHGny/hCszkL/+6cREj/FVRf3AMSLzTEOxqE6Zemx5gMpfjGdi8QCqEIIhmSOIH5ZZ7IDZcpHInBEYptKUKWIBGa1hKAFZyaj3RoRRYJdJDzPK8xjNTvTWIYRiCfXrBjoIKcGHVJhCNIEGkn2ZzpgXdPIsQPRvXRbYjmmYqZeBeGgBHef5tJDBcsxX1fKIRR4kY5JJETA7RhjcXD5W5ukRjoW1x7YoDbSYQmMYC6HE0lhkAHpQM0NcaJcW9EhMIIZME/Pj5lqCAnRm0SoRrsd4PUkc2VAOrumETIIkJG9VGYo54aGOJdrFTPzqh6vZaLCHUmQylg/KjDZQqhG+gghyQamF+vpzwK/nKdIT9YR9aZWrXk7y0kQpMYbi4iLBJDoIOSGHmN8Qcd1i5gdkiEsBKJ0FmBRNjNSYQzUEEnX1ldxBpIhG75mPLvcM2SNStW8cLMLRiI0RjP5qYD6ZY2ua3s9b7gu4FEWN5gaknl72pA4SrOtSJCS45s3G6ORKySBmOgOxERDiwxFmxYKyK0V8imrRURWrRWRGjNkY1bKyK0aK2I0J4jG7dWRGjRrJAIU4jLYoH+8TPxaI0kwnSWCWiPRFjNGyxQfYxniqaATnSs+BaWX7o3o0i6SWe0GIa4jPHzObK8EEM0NIdF8NjflYyfH3L1pVLZFgz+IurphEi3wFK8qqgzhVNzB22QCClUuYiQAYIRUHs1SYRCubudRJiq8czLc3skwmreYIF444fS05+JMpfiRpZf2vO8qVlabgRZNPsI1YgId/O77CkRZIBKacDRwKytXH1BYCsx4K+Pl9rebV+dU+15wXLSFTbPwvNkCyRCR0SEYSRPmqMELxRqkgiZcrcEiRBHG08VYZVEiBdO3MNs+xBXT6H6isRglh+j8ALPV57ZANsaQF5EHZwnF0HsFFNeort0cTEHLE/ggju+N8Q+cig2Kp2ZgwI6rGucGC7P5pgTDV0vvxbrceKIv8IprGsUIKk+e0wz8pcBX2mAxJiEPaI62nXCsS8EQseArHqpBI5WpFHoD3kYwUhFiZmBNIZUGVndiXEqzAKJ0NCiElcAguCzODVJhF2m3C1BIkwCNVOEPRJhwRvcD6gdeXoG1SdztYbC8jMoPLrcxbIBb2uWqtDljRzM2j7C9ZXKDf3MjxRgeQYuOIqg5ovkUGJUv0I3ZNBh3arkxBg6cRYWRENmIWIdCEWp+CucwrqGmuLq04m2p5WCMAWmhqWw51LHUAiEDlesO9YFlTEcay/QvqccA3jkmHHIqTJ2tbuXNX/ya4FEKDpkNwcIOpwYNUmETLlbgkSIqeSmRwP2SITCG6Sm2tWYA9edQfWZxChYfkDh8VCKN+BtzdLQkY1QsOtl1JC8fWewHWTeEEMpAxdkDhemEsWhxJAYYA4K6LBuVXJiaI0p8gzRMCroaOQ3tSn21zfqtXoGAhiqzw273eVkh8v4m0/lp4alsJvESA2B0MGMelon40ngKORAmGrXAB4jFoUg5DjjnrvxoVSaiwgxtggNVJAToy6JkCl3S5AIUSfrJBFql7eO3TBR7jSqzwylhOWXo/DMPYaKedsCkCcb0RIvZjpjV0PbSzmyQzsUcMFgjNEwH0q88M0EpQI6rGv5UGpCNBQWogMSbpZlxt/lhYMzAZLqcx0rM1OKv6x4djGUKoXdJEZsCIROwQQtAkchHyqcrAE8csw45ILJ2nhiGCwdixqD1EAFOTHqkgiZcrcEidDfm80tqyTCSHd96NOQ14NoGtWX32Mwyy9H4VENyga8bQHIk42wPXjluDdSfN3w/bgEF+TEkEOJrCFPDAEd1p0FcpIYkSEaCgsRBcP3JBR/mVNYr+j8AwHyn4q012M4g9DpYng0LIWdfnpMbRQCoVMkhgnccJIYBvCYx8z37kliGCwdX5SUY6CCnBjLkQj5OsQ7MeVuCRKhO1IzH6MgvI1JhHAk5w3uo7C+UtkMqi9PDGb5FSg8ulXgDXjbYqmhDDp4GqThWwrdu8JM7GpUwAWlx+BDjeWLnTwxGHS4eMKOapskRkE0ZBaiI4NM+kNYfcwprGsUIKm+UPUsffILf6leeL7iYSns2z2WOg4NgdApEsMErpQYBvCYxyyTq9Qwna/g2tZMXVuyFUiEZvboBTstRyKUp+GL1i57zZ1xZBlbMM3u/CK5hmc3u+PamTf7Jj8amQTIbqnTNVe2e6DZtIfoXOXg35o333u38QPi5o9R2jffFq2RuvZhKyK8R9aKCC1aMxFhmxj3ydrEsGhwa3XZefs9xn2ydp5vi9bO823PkY1be49h0awgOkHILNEwC9rm6ohOg7hohOiUo9dBdIJuOcdzW8YMSDInXqZecS/NizDZ1LSwzUun8Z+pFcAARcKt9D+tXOrWeRosT6Vi8CQcSxpCo64NMKG3f3PYaaO9fo2jdptDRG0gOl3M890taJg5bbMBolM2b4boFJRkDUQn6EXeCvI6lrT6erecGPkLRFZYRjynd3ka8MCbTowFpMqahkhUTgUe6KopWerNywVKSBdTWLh1mJk3WqGu3b1NmdinrYJlptA0ZmP2TAuITrzf89ychlnQNhsgOmXzRohOg5Ksgeg0QgfhProhXcios4lcVg2jS3LDXVzcGA4p1E4vEA0snsVGGrPYx74XUW+AGbl5O0kMRc01pcSQbpHZmCnomMWXGpQYpcOuapPEmMwZDnO1h0m8xmEAlKVPh2ZHKDHEofw0bjQkRojEEPSpDYNmQT4NoOqRWKcBpvkWkKjnu4zmJOujanQEBW4XK1Iv9GOPyZzwXZij8m0QztIdWXg3bwHR6WeDxCvRMA1t01kd0SmbN0N0Sp7UQHSGye7ubuQI93E/G6tIOhuVeL2BoUCqVOCQTO1M6ez4Uq9ZEEWdE/pO7QHa5BmIJCcGdPi+rwUmKWxMyDU8LycBUWKUDrtqVRaJIeBNiHm5LC/jiZchAnZl2m+hWir5b3EaNxr69gHUOII+tWFldW3MseaY5FqppC9oTgeJ4bq0wht4rK7t07kEOgiVwD2FOSooUjnLIGs+2rOA6AzUNvBdhobp5LTNRohObN4Q0Ymj10F0hgN8J+Yw9xGJGscJIIlgvWWQwcbMdBM4JFM7U+0LupNLUzuB5zH3knU7BiIpicGiby0wychs41LPokyXgcSYHHbVqiwSQ8Cb+4knRSV+SmGHb72UyaOGamnolsVp3GgPX3MHqcjULCZGuC8/VR7rIBpO1LWC5nRkdtABhtTIG5bdssZGuwL3ZOaooEj5LOOND6UEngmFWhLlNMyCttkE0cmJ0QzRyUevg+g0QymuFjQwF1XQ1TFETR4nBvRSAocUamcaqKLHGCILkML7khgFRJJBeppOTgtMUtiYXhCrzE9KiTE57KpVWSSG6GfdcMQ9klHW8tdcO9Rz7gaGamnolsVp3GgPX/P0KNGBYzUxmCo5DFye75liHfsDNQGJCprTMUMpch9g3qEoo2LWSvUn6lpBkXq5orOxWUB0gqBIbSCnYea0zQaITt68GaJTjl4H0VlODAhIg5AKjPj2xCRG6ia7AodkaicN9eTDDh134yyjrSg7Ys2JERcQSW72maKRmMAkhY3pBR5P7O2yI3liyGHdFfuMIjEEvJml/GFlrqyVJjPwXHxzwlRLQ7csTuNGe/jaEF3ctmM1MVzluxhFqJhjPcRUxlEBEhU0p1Mkhr/nbCduOTEE7slLBEVqEsOC8swGojPgeb5zGmZO22yA6OTNvUaITjl6HURnyHjLtOA+Zm6c5TJYSQywLgUOydROKkjEn9hvnz+wCXsZD6UyHeUQSW72Y+r1tcAkhY1JFZkkyciPTUt2SoddFZSLx7VM6BTwJkUb14Qu32jQqI2bDC2k2yahWhq6ZXEaN5k8rt22OpTiB+0jCh2AnBJrn0Ocg0TdQl0rDT3eZ35rKTEE7mnUtdhXzjJtDhG1g+hE9z9p8QVtU+xlQ3SWty9vGPe6pWXi60xBcd/pysdxbrWUdoqKif/g+5H5LVay8gszPkS3gjDgu0LCzA+zJKZzjS/43HlXJtU969k8qbMa1ek21ec2Q3R+u4Brf/zw9pJ++tPPflrv2H9cb/PFtlwk/umzn372vRXKboFrNRLjO62I8B5ZKyK0aA0Rna2I8B5ZKyK0aK2I0J4jG7dWRGjR1oLozGmbdRCdoYgDGdHZvQnRWS0irEB0ytFrIDoZdGL4oqX/wuaen8b+ZCLXyNJDmsbGorzt/pSoJMd0zqgm+3VvTo3ck9WQtWCZN9jieb7TIEpxGkPfvMhY1qzB4NaB6BSsZk1EJ5BNtIWSzQ2IswLRGavZxFiE6OSj10F0QucXTya/LiNnZx/zd7UfBfnrlHuTGBiaRCqMstJT/BzTOaPSq09zE4YpJqnydy1NZMF8l8o1g9AdhEzr8bywhmZxZQBphdlHdDJWsy6iE09DoSGTzQ2IswLROQ+KXYDolKPXQXRSLeEVeuAB8wiaz67vslrQgSZQmJtmWmyWRgSubBhtCxdSAJIbNKaEpJCXuYKuDMc+nXQU9PHaDH2w6AqpO66hVDVGAWKM6raavmY089ckBrzFkCKNuFeieHsaSnRW8QShoDpBPvU8P+URgLBQd3xstYPvC7zx3pj5p7bMPqLT4TnL6yE6HVFp+JFsLiDOKkQnRIRz+JxKRCcfvQ6ik+fTRa2DuancQEWUzIkfJbQ4EgBkrLw+V2UyYFwtb7jnMRfSACQ3aMyClZ85ujLEC25oBJliKeTOFFN+r5IYjFHFVWrfzhx8RWKwt1DtZFGwH2GadS/lqezRrlKVCqozUGGKjMmiXk5I7YEA7tMukasDQEntgXXXgujE2KkmolOqNOnK5vL6twrRGUUVkpBqRCeOXgfR6eiIGj7PcArtF0CbyoljjEy0KwBIzjzenkZSSVc23POECykAyQ0aRWK7Jz8NujKF8kP3gZHfcaKBkDt9f8FnGzcahlKCUc0CSxMaF4kh3mJuSTgWjVhFwT0zz/NtUJ3oOTSznbPIsFB9VFHPi/wMOzZguVfYGhCdwGrWRnQyRjAxmwuIswrRydKkpRCdfPQ6iE5PZVkCbQaGa5lH4wUadGWJH7AmkAGQOaafp8pIzIZ7Bn8nAEl7NVPbCuCaH5fQldSHKp5SHjIjkDtxFVspMRijimvT/C3aqv5KYoi3aUJjV76NnCTGgDcUVKdUCFbsF4RUfNqmfQZ3NprkoMLsIzp5PFEX0ckjKtpJNmcQZyWiEyP+wXx4KxCdfPQ6iE48Mehqin/Ug4LXRJ2aPtMfGQCJ0RgyG6hhd5DKhnliCEByg4bEwK2cx33FLsP8vCANyMmuCoHdFXKnaLZrGi5huPFiimbzL0eNv5IY4q0DzVyy4/Sz2cQQVOckMbKoYKG6LLz0fJMY92ae7wpEpwj/lkN05iLCfAi2bWibDOKsRHTGI9WbvsfAQ8oKRKcRES6J6CRHZHgeBJQYCqJIiTqNmPYTJ9NdYW76cjIsOOw7smGeGAKQ3KDx49qgp6kPNuhKJIbDGkEFdaKQO7GgdmLwR/HAqFKsB3Y6DPib8jzf4i2+VKMcQBOZSQwnn+d70mPkLFRako5UErvmAY21K5M9EuEKiM7Z10bu1IbLITpnXhOthuicduTGKZLKJS+14Z3Zwhdm3cqf9cq+ixd8ftWX6YtszRTPVkRY4cifLqsDXHrDu7CXftbWzz6zWn4ja0WE9grZtLUiQovWigitObJxa0WEFq0VEdpzZOPWiggtml0SocxcaqB/9UiE7hSJcAIVXJ1E6LJMowaJELy7G99DzGl2XC+4XeLmxrWQfw2MItFl1U0aVLwAzh31Co93+OlSmC7D+OMAeaXKsGCLRYTRvkf/A8NRGI9Lmz3ZmlUS4ThhPaBA/+qRCPss8stJhAVUsAGJEASlWiTCSIfTU3LP2JzgzU2yJSRuWXRXicEwBN0FeXDeqcL7SWLw+3/6p7+MWlZQjUVlWPJ3AYJRhbHCJWyn53l1wIcLNIkrmU0SIcU8zAQEWJNEiLdrAIAE01DBJiRC5To727VIhPu4RLm+i57N0AeduB/0XTfEe3C/hymyWbcuJxJC9hKGtDkzBEPeq4vOKeU/eV+6IqRhvsyzJL+rNk4M8JmUSg1E0XXSaOI9wxGjVJiEZKNd1peFPMl2N42c7XAh0RZaqdiJI1MZlvyVxGCeIDqPNOJAeToIdTA0sKXMl7BHXpDSqURRMDY8SKE3Mk5xcpK2zC6J0FeRgf7VJBFGKsB78fE0VNBZnUQYJZnqd+uQCLd1AlE8puQOcvogiwh9MAj1DnVpgsbbHXgZmk8gpXSVv9uLmVOYYJJywfzRn7Jv4m/3Jsv0jrWamzNOjBByWpUaiGLMYinjfQ5HFFqf4zCDbQAMCiP+6HLra3fRhLEPX3N1oIKhqQxL/kZGRBgFVEVDJxsLG1F7OxrXnh3lQi8oYQ+UnyJjMhqHmFNhemMptp4teqhjmUTY3U0CA/2rSSIMRqHyJiRCAxVsQCL0dBQPojokQme4m+lAporP6YNOmlIDw5hjH3oQQeNRvrioAJnImytXZjOlDgtwNbq4JfiT9yXH4t5k2f4auwxODOoPg4h8FLCfJIbxPocjCq3PQUDjlDoAFQviT8dJEi3q0x6+Fmt/GPh5ZdjxVxJDeIIQN8ccKCQ062R3WETYlbBD1QltDosI5VRAbzRYxfwkrZlNEmEMkeyQoX81SYSm5SQzUMEGJEJocH2/FokQn1TQTZGOVMGS6maJvx9AiBUg6oLGw1ztrNVDkkfSVIAvQ46nisZtTtoDMZn35cQwy3rWPmWoNAGuJRHdqKUFRDGceJ/DEYvPV5y9EHFVsSD+Aro2BYuE2+gxoNPMK8OOv5IYwhOMEvKVAzVJDGktEnbz4Q6tyKKC85jjFIuTtGY2SYSMCewy9K8uiRCk0mBCIsyhgquTCIfUxBOvDokQU3JDXYcpuSeQNbeb5U1LGTQe5qHOHIii6fZl4NEYwB2FnBih4+9jLAYwrCP7OplHu8uyO0mMUNEQKjUQRTyDKLzP4YiTxEhZpqZiQfxFmhrmoqYlKks/yCvDjr+SGMIT7GKiag7UbGJI2MuJUXAec5xicZLWzCaJME5wA8DQv9okwkRl8YREaKCCDUiEjtdTmVuHROju8zzf1KDiIjHo1AZZIlF3e4mg8eLMfCwVJejoIWHMXE4MPj86lUHMXx1iXyfUXs8sW3NiMInQHVJ86G6IwX67Wo2CwvvUwBEnieHgc2JgABnx52LPBZ0BApQy2tBUhh1/IxYRCk/QgeSTAzWbGG4uIiwSIz8VJ8cpFidpxzXrJEJ5ZLQKibDYyRqJcBqPuAyJ0OXnluOsvGrGixnSoRw3d0/FxanMOtOAMLiszbwwm2UMdhfAEUtb31D2DDPShpX8FTcZkVjtyTwrsZpAaMu3hiLCV1ISUvUSYEmz+GFlfXvpJSEDS4wFG9ZAEtKKCO+ZtSJCi9ZQRPiKys5fTnvpZef3yRrIzlsR4X2zVkRo0ayQCKF/wPAQ393jffcqJMJip1i+tI8bkwgdljDWIBGmwN6Vy+7OP33xgtm5fOOFf922bbGUnYnkWZsbzutmljX+tDWcm2my9CefXlyaOzhe9iEZP7bj6ssro7nJdMaMGrwFIoGqqcU/bO6hDRKhAxEhcxUBL8qhfzVJhNmYd3IVUEGyeTMSIUSEwzokQg/TGU+515/dapRF4fQrkGkuRXku79u2LcywlXjXofIjf9WH8biZzYLZo5Z90viu3S+tXzoxJECoPqkMG1ZMZ+zh6/SbjGrPC9TyX7N6Fh4oWyAR4rk4ppmNom0WVAi0pR6JcBQ5PBvcNiR/jmzeiESIndK4DolQaJYxFQEpnc//lY6GKXeOaIvwpsRlKmHBvmPqHzTZTpaksudk2xlOHtMKw7FPPUOuxCsnBqPM9lZ8LMb4nBjKG0EOCiARPoVG1qXx/kVxLARUmEaTWY9vNgoQV18Bn2xuDIgDUilAYnDHvu1TtCKqo114JwRCx8zb3UuL6KV0ZkPuufhEdlN+F49aKc65sXcWSIR+lkDYB3WUT5dlgf7VJBFCRBjzTtDhyeaNSIQQEYZOHRIh9xiSZC6mAk4BCQEYTyh3TqEadFSfGW6GfSfUvyCLVLSXyZ6lbac5eUIrVHTpzdIsh1SVEqPRA1++Avf28M0EIwcZkOiST4xTxBY65Bk14wJUCMmlF/WWaEaoKVRfDp+0YOXpjIcUmf3A0WNP57O2JqEQCB2uWHecsx5pxVh7gfY9VRAXcX7MiizOubF3FkiEASY9M9A/zNXM0L+aJMIgCwdj3gkTN0+mM16ZROjpyKVrZQ0SoYdpP2USN3LHGzJWCmA8odw58mrdMarBsGDfCUeP/hrS8NvhPSfbznDyhFYIQqDazXOgnBhzUpU6hsSgC8NAxYIcFEAiNGyxAT3rIeX6DoUjBxViYkpsenvhEJOh+vLKsGBA5eXM6SEEaLqrgsidTGcsBEJHaEXJeBI9TF2q0WzMiUQsCgErsjjnxmaBRCjTSkchTzyneW7irC6JkEWEtBNecQ5MHjUiESJ9Qr8WiZArCf+CXpzpHeGtxcrNRw8st05D+OYFBfuOOXouU6lQIdhzsu0MJ09ohXAoCnRFj8GSem9FOhVFYogy/UCQg4K7Ip8Ep4jI0ZAVCskCVBiZTW8vnALE1ZdaFRGy4tnFUIorKXbDRLkmMWJDIHSKTCyiR2c2NJNTFsRFYUUW59zYLJAIqUFCRJgaTCBD/+qSCFkHSjvRTzfXHGZNSISQ94+8OiRCSQw6GepPMngKyh3AeEVixNTkXQytXCcLC/adcPToJmkvRCM052i2neHkCa2QRtQ0eI7wfYgznRj8vGDVboNFhBGEloIczBuJwSk6SAwP8LW4ABVGgWx6e+HygYDv55VhwdDDDUKni+HR0IcskDGHEUSa7J0QCJ0iMYroFYlhToRvIJkVeR8SY0Ii3GMRoeMMR7gBYOhfXRLhTjLIYpAIA6M53HeakQh5dlunBonQJEY3UXTRitQATwwEjFckBjnSY/KiUvtOwb4Tjh5tmVHVhrxnadtpTp7QCqlqh4MBfuBUhMbX57mU6Ux0suqtLSKxQ6ebdQU5KI2EfBKcooPEcOkYKi5AhVFg6IS3GZMIufpMZVgwftCe9XTgguO4j8j0UWnbPZ7OeGgIhE6RGEX0isQwJyLTGYMVWZxzU+fuK4lwbttFi+2TCJuK/pbcU+jLKx9l3vLpgfmPGqC+ZTY1AbKK/7vhBd+aMYNLWCsitOXISmZzLqaXXkR4n6wVEdorZNPWiggtWisitObIxq0VEVq0VkRoz5GNWysitGhNRYRND//9xkWIFO0+OLJxsxKJBbaOAK3T38bWUETYENHJ1BpGdHZzRGcZxLkUohO3cI0RnUwi5ImlUyNzdfLDhAHslsdHqX+7KLa77Xg277bnDHLKHNHppanxn/4bWxD94QUfV4bE0Exf28iglbq3iM5mL/jsITqDkSc7lUGcd4vo9H1nqIL8FWSsjYY08gLleTerPyMVetn+LZEO/fUnRoHo9NJ8hm9KjPoTi80b5J5cGRzDmOdLbWgtovN2RCeYRR6/nimBOO8Y0en7Q7xOMonR3yuIhx7mr+LPEAxkM0UPyWDO1NvDVnjf7Gax4WJ6fuoZdqT86QIo6Y6SKErlUitsSdtWRnRGlBhuuBtE5CKmKUeXxpOWr5ojD1+TypAYUraljWeobRGdSyA6KTHCAXYqgTjvGNHpBzyDmyRGV6W7mVnHiUHdn4oFBEl9nJ8ImNPTGKHls2sbLmbS93gC8OJPBkoOA8yvGPdCX3WFLWnbyohOfAzA1FBKkFR7rvY8HYVZlK361hqDXlSGxJDOddD4/XeL6FwC0emrQCneaQLivGNEp68DXPklMVi1Hbu4xnNiUF15WSggSCiEdwTMyTkDdh6b4WKm/DEGpWb+pwAlQanyRHDJbElrVViKRIHolMQAhI5VRC7dcihvV1ENrFg4EgOV4TiSGFEwaDpAaxGdtyM6MRSWnUogzjtGdNJphGpoEiMYZJny49HIl8QYQ5PuCdaLxYoC5pSBvHgUTLiYWJl5xZ8ClOTE4Bz2RD9q28qITkkM46J2Y5X51Kt7+7pBj8GV4UgMh/JVWFN/W0TnbYjOEbS5HsRsBYjzzhGdPqvcfdErQhlublqRGFgQmMSg8wWOFmBOc4cbZK5LYyfDxaTE6LlDvV38KUBJGuTwvkOdrjMxBNEpiZG6Ce4AdexhgnIvDOXDwlWMAsSV4UgMR858DFfwt0V03oroVIP9Ls/aUIA47xrRiYwY0i0Au40Ky+XYPF7ymMPJ4e/u4XAM5jSJQaNdPYKumNWflBiqRxEp/hSgZKrxTDdQ2nfWkxhlRKckhnExA8c8GfmxUr0VL/M8ETpXhsQwqLhPW8HfFtGZ/54++Az4sbzTJhCdN1u5gO6MU/kfZpEXzKI8i70qaJOWbO5NMt1uuMXh5ddwRd3qfIDcxgrYVxjR2WqlFtgmJgCfj8QfP7RX9p3M8/09qwdoYu083/YK2bS16lqL1s7zbc2RjVv7PYZFa+f5tufIxq1V11o0K4jOFOq9WGiY8ml0M0Qn39b5zl0jOp10b5YkFt+A6isROLfHXd8ZBrOFluQXHvCfvD6NKsifUko/aPZmYAGi08nBn92bniPdctsq6tqoqIy8mprYK4/opMSA0isNhLbpRBqtqR6i0888vFBVZnOnj3cId4voTHve7Dzf2p0nHxorEzi9wOk7/pwCt1TbmP1RqDieP0/+ZItUaOhPq1o1otMpwJ+VCMbc9m9JStZBo2K5MvJqamSvPKLT4fduThjJk+YowQuFmohOoJzA9TS0zTRBYtwtohPwr5hZhhE36jiKtB8F3NWU2ZCc2jmBkwGXVHKYDrJtA/QMd6Md33chrIx84W0ajlU3pEufEwqJUg5k8JIOpA5OF9MA8tId3xuiJ91lJX+JuAkFwIIrfzWi0ynAnzhxAYZ6fpqKNJ8KZ2djRaHmlQsMunxU7ITK2nianFce0WkwaokrtE2Xodr1EJ3d3hBtzY/M5gOeDvhuEZ1xb4TBkbAiqaa8vVhTboThFBsy3GXFoBk3CeAS9DU3890c6OkFrMpW8Q60bnwS6DFi/EcDMsUkSnOgRPCZuRDRLB1FKvGSSFaXiJs8DfmC62ElohMrTBOmAxtgqO/pLOq5gsBkZ90k7PLKRe2EgWtUsVIZecQb2SuP6JRm4iaGtim0+ZqITl/5akA7yeYBf0Nwx4hO6J/0nsOsSEkMR+aD77kTNiQTIJ0JgZMBl4wlDMY50JM7UGbpuXHq8aGyDGofaHyZ48YkSnOgSIBW2xMhYpcPFfA84zx1+BRxc98ZLLiuVyM6nQL8SQc2wFC+/GaRIDDFWYofr1zUTlhdSxUrlZFHvJG98ohOww4MDW2T41cX0enE4whcT9480lmmE/euEZ2xYyaNp5ZUJAaPGcpsSBkP5wROBlwWiVECevJ3IWkvCCUx+HjQ+DKWkEmU5kCxIb1pAU0VS4Mxhsr0Y1uViZtdnQ6caqtGdDoF+BPI0RwYSvds+5EgMMXZLJKVi9pJnhhSGXmtNrJXHtEpH04FqaFtcvzqIjppiMVcT97cjeNYp8PsbhGdmOebrkPMioQeKJskRpkNKW3NEDgFcGkSYwroyYmx14fc2CkSEZJpSoyCRJnmNz+IX+aw1j5fahIjBEi5RNzkacirrRrR6RTgTyBHc2AoJUYWCQJTnA0iWbmoneSJIZWR12oje/URnVyzyjG0TY5fXUQnDakD7JRvDvziHSM6nUBrfALIrEhPK0qMTPNd5rDMhjRPUITAKYBLSYxoCugpPYZKRvztTKbZi5TukNAumUQpByoSg8b6mnrPYqlJDNrDLRM30XwWVGU1ohNrBPwJ5GgODOUew8nFebQk1Du8ckHZ8rgWY2SpjLyamliL6JzYPUd0rnDLdsszxKYP+1XcnSmGPyupslURncvYHb/ge9kRna2IcO02J6z7p4d/XL1lC1yzaK2I0F4hm7ZWRGjRWhGhNUc2bq2I0KK1IkJ7jmzcWhGhRWssIgQjMApZHCgkwm4OrFuGRMjPOqZJhKXNlyMR8rONpiRCcSQAdqmbvz4r8ftiwAh91zwEnGDT4nBuLu+bbdVZxJYyigTKj/DU2u9OWIQOU9fKVl8wQQGCBDQMTVxtmIgIA0gn/Zsfe9BGe/0age4ulrYsa41FhH7Pjfr9XETIUEEB1q1GIixvfsckwkiHEBEWgovSY1HAczwvT4xCgxsrPwpqTXq9Z2kyokqjSICFlWh+1zlhETqzibEKTOPha26/3x9kJq42rBAR7t6mu+rTVkFv+UDbmD3TAonQERGhz1QYbYB1K5IIy5vfMYkw3EfXAGBg3A/6Lvh9ud5d3te7mIjch1gjlMVML8P7i5wuOAQZD2LKbo7+Q0zQqZhMpMSg1RC7+bauu1ORwBzpOggdv+8Ii9CQ+1LPQBSjvWh36Pc8Q0mMlkYT8gu+7V5s4mrJX55vMA2oesQhjm8EsCATHJlASNZHimsEGvPJg/RINeAxgDCQiIeu+QRiHAYp6rCxdxZIhJBMuyARClRQgHUrkgjLm98xiXBbJ1DiBlmMebF96iUEP+iYHiOOewz0c4Mc3Gq4d4YuqLxEhyxyG7PuD8g35uP5e4UShhID4sC+SyXXuAIuZ7gCqzjKKF4UVMMiFHKfYAn1zo7yAvpLpTklkXxZrnBOjCR0TFwt+VuICGN2yMTXiAj7QiB0kBiuSyu8gRfkpMeATk0Jw9CcBlcWGJCYHLt5n2aBREiXThERClRQgHUrkgjLm98xidAZ7maah1I0Os8gMRD8oIPEoHuMlLoaFURDHI45gl0tV05DF+wD3EujFNb9CfpP+HiUUPlHTHssC9wNoORaGQq4yJAY1OV6rh7SdSBnETK5T37ue9Sz0zWInDSURPiyXOEIEOBdEldb/oaGhK1i4xDHNxcRCoHQwdc5Wg881igL6XHEAgDtCsOQT0MqC58D9OKND6V2chHhkD8OEaggA+tWJRGWNnfumESIb6hiAAO7WeJDAu0KftDJh1Jxj0ZAAxUXVCieXzWc0AXxRckANZoqQf8J7YhaYc+4vOcbxVvSZPrLBYbE8AIqP0HXyYmRc5hyIhlc7SExJtDEGonh8+DAmRW8NfCXldLDwOUZlsmhPL4pD4iFQOiYoRSdSuCDvM1OxywJ6U9EhFJZXq5ta2wWSITSIoMdAxVkYN2qJMLS5ndOIsRXQtoFJ9LtoseIBT/oTBLDpX4w53w5rGenPbYLuqBJDBri7wv6zySGB2UUHzFPDLqUdFUa1/la83bjmUI0VMX40q4yMcjViHoM1ioaaGKNxMAgVuJqy18aUroYRaiYHRpKfCGwg99CIHSKxKAx6XbilhNDGIYmpHHxBVW45EndZDZIhOwHPj4FVFCEfyuTCCeb3zWJ0N3XWtF9qvYDNcgSJ4NGTfEnL0WP4WPBhCPYV+jhC7qgSQycpSvoP0kMGjobNqbv54o3lu/ZfUbFjz8BIedb2srEcGloTi27l0ygicu1IX6ezZcTjqs1f+OR1vvgDopDHN9Us4gwNgRCx8k/24j3Uc/lxBCGYRFSQUOqOF0Z0VuYHRIhe41/ir9WJxHOQAWdfGV1EVZJhO7Q+DspZXbL2V3d+aUqnqYQ8kca/NFs2awx8wpb5oVZNMYjOj54reOXX/DZQinmose8uKLSSrGpDnd5QTWRsDEnsRUR2nJkYp/Nqvz+9OH/eO21P16g/bNmS0Xie5/9FM7UL7sVEdZIjO+0IsJ7ZK2I0KK1IkJrjmzcWhGhRWtFhPYc2bi1IkKLthYSYQ4VfMlIhJF5aTGxCmZgtAYphy3j53ML1/K8Q/OLF6MWp4wf20n17d5An6pl5O+C6YzTIEqDyBC0cg8XERxnjU+S7t9ZTVLeKb4NeFi2NZAIhR748pEIyYXdZDr4c3IJA867n8bAtYVrNWYGnm8YC1GLMwaMClefxNWGMcaics0gdAdhzpTJv+W9EaQ4MQEh7EdGmNgvr6gzZ619EiHTA19CEiG/100MIFCofKGB3MW+F+EymYPzDHLQAP1Av5uC4uEal65TYF5tk8SI+15XCIO4zIsrWJOkwusTXyH4dwxq8VajAHH1mbha8tckBtwxQYM3EYhwfikxOKpUb3HYlQpxcRb0Xy92dtIC5sjcR6YQAqyodrA4xz46WOG5UeSHLn91EPs315B9EqHDstOXj0Toj7wQkygzEk+QfcqQAKmbYh5vrnkzyEED9It48uISFA8ClMY4svpWJAam2zOEQb7AC7cq3MUEaszrE1+9JMpCQS3ebqgpVJ+JqyV/UzOdMbkjQePIxj0v7RWKA2o5phaGyqAZHUVnEVOIte8k2znMkbmPQiEEWNHsJHRDMlqh4kBFifb2AkM1vMHWQSLEYOjlIxH6ie8ngaAAu4LsM5A79COsrjJvYCfIQQb6RTx5cQmKx7PBrdJUmlmRGKxqTJkw6Orca+37gYqF1ye+QqUWC2rx9sIhJkP1SVxt+SuJIe4gaBJZqChUoThAYkSs+UBGFhXih54fJUleR1IMJLhyOY0YZRjk2EfHEXwdtVS6usWJoRreYGsgEYIe+BKSCFkaZ0iEaY7sE31aZkaMBpwXF8hBxjNheJd5JSgeeby7zi+SFliRGIWq0eXEMKRDB4xC4fWJr4nM170cnpnZtVR9Eldb/kpiiDsImsAci8TAn3DfiKH2lGM0mBl/maN8Oh2/ELYI93GSGLEzDnLso5MnBgt3KDGEaniDd/ZJhNxDvYwkQtxj6K6gAHNkXy75c3kolYPzCuQgA/2iHhS/ZSieA/nXnRsnBh7pRThDg95Moq5MLkBrXBriMq9PfKU2FWU1EoOrT+Jqy19JDHGHg8aRLRLDoajHGDnFcvHPCg2mi08d6EY00GmRGMJ9lMQIisQQuqEzmxhCNbzBrJMIjYjw5SMRQvSvxgYFmCP7JOihyhJ8eJWD8wrkoPQYCtM5l6F4+Ojq7g2RwMlmdCdGDklipGpgEgNrusLrE1/pTJN4giu80fh5Nlcfx9WWvylPZyzucNA4spPESKn2AqdIDFenhWBwn+8dx9qZ9BjMfRQKYah3mHGbYx+xWoelxBCq4Q0n3JIIKxyZMTxOv2FcXfHE05+7u1+/Vb8w82UY2rRsCZBVQuCcv5VBq6VYtOdfMxHht0YSkiXqhicY84mR2J/d/lZbEIlQJUmtxlVd9h1IQjYRtEXWQBLSigjvmbUiQovWUETYys7vkbXsWovWQHbeigjvm7UiQou2DhKh41kgEbpQBNwtiTAKAnZfDjRH75tYDl4TViFTCgN+OlvB03NjpwKh5+6tA3SPSLj9bF7hEcqZuQ1eP0xIhPZssYgw2vfofxzbvVqiTXsCzzWQCMOkOYlQ1H53SyL0My8UEaG0oIVfQxcNjN+GCKWQG39vPgWyyOnPPwydf49iw3Azm2SeP0d6GAVeqPYbJcaERGjPgLGoFhGqMFa4hO30oHxcvrWvglhcZNZJhGgecdSMRAgRYXzXJEIjIoy8IGVCqx+weJB2AA8vGvtCuxNMHth3EX9yn7/LJ997sUD03DCIBJJH14M4HM5h/ygxGJmH85mLycoGnTFQV/1IOIjmECJncXVKnnXN5Mw4rdSvIzbNSYS2nHVKicGhQueRRhxgD5y4YGhgS5lvagAVY8iKTrRHIQb8MZZzEtCi37OnfLZOIox1oOikmpEI1baO75pEiKkQB54TKD/t8cTDgYgHhYcnkjzuweKesO9Sfhue6l0yqOf3tUFO7WdjOnFA8mLMLBbPYf8oMQSZtzvwMmviEQau9YIx0FvgIMohHKPzykIon+G/OS3mJy5deE4itGhFYnCo8Eo9G7ODFNgdjQvGjnLdHRWZGqCKycmKEesFUScjUycMWvSUvbGUdRJhqv0hdSCNSIT0LyXGHZMI/cTfGwQoLGYxG110oQ70hIcnDD9o3BIkBiP8zFDKx6z2Pq/nxECWx7FA8lizM4f9Q2IwMg9jTmt1ydMZ00FVKhxEOYRjEiPoU1epQ49GjHxawk9cuvCcRGjRisSQUAVhbAKMPp9lKjsQI/hdUwOhU5AV3XQn1JiIeVvJOQlo8d4MpapIhC7DthuRCMd6NNKJe8ckQpZaSdvugTETBsjIfU94eFQtXUr6rpP2kBj5PKHFUArJqQWih6xyDSSPE2MO+4fECAyY0h5HB1BnXNL3AuEgFp+p8NkOqI8YIolDc1rhZLbyJSwnEVq0IjEkVFEC1h0CPEkME1upAf5wRzhZUS8LzWVIzkmwWfcmMSpJhHQVpIttExLhME1TuuDfNYnQp+GqIIXp0grtHZVBvbjw8IKsG/VwiaWrU5EYDHwWd2i4lvI1LORJg4NQIHmZl1P2DPYvFtWoSQzM3Jt1LQ3cZTrjrrvvCwexnBhu2HPJ72RMPhSnNaxxX5uTCC1akRgSqi51dRLg2cQwNVBKjABKTzNw5XMyiWHx5bl1EiHm7FVxUxIhNbq7JhH66Lc980Vh1FM0rAp7GQ3JZdJfpZjWrAZxkRgZf9DHMxWHVKrSsUD0dhI6tEDyQh3llD3Zh5VrRWLQmiSd/zpkNUMkIkxn7AoHcZIYiCKeOsAz+iGnxfzEZW1CIrRn5G/EsZNQOSCbc4BnE8PNp10uEiNVSZKzUvmcDGixZ63LWAuJ0H1JSYRlwyHjvtPFMBDbU9S7c4ef/qM78dSddqW04SxJwN6ofYrst7DYmdNatuz1vuATT/ZC4+C8zbtaTSC0Ni5tRYQ3OpIlBac1sPQgcG1fvNaIROm0li37DkSEg1pzU63XWhGhvUI2ba2I0KK1IkJrjmzcWhGhRWtFhPYc2bi1IkKL1lRE2PTw329chMwKcR8c2bhZicQCW0eA1ulvY2soIlyA6MQd5jKITn463hDRyfMINUV08nTGBaJTuI4LkWkF9lEexOHFt/hXMWljjoqcsbUwRPjNN09jOmMeORgtz7isNJaEUGy5tq0B125BdA59vx4S1eLz5EYv+CoRnWHy0iM6WdLkLWxHOfZR3nz3eA5w/F3xWGU/qkoMdxnEWW1DYmRBFM69bsigrg0qiKM1DIkR8RRmgcXEuBXR6XlhjbeQ8X15812J6FSxE6cvL6Izivzt0OmGEEAJmtNFKoLt2DUdjyF3TqtrU0xQHFHxu/xFiuFOqsD1XOm0CpIkJwa4nqlQMm0Z43NiSNLIcYRVDiFaNZfaV2jIo3JazPFc2tClJniFugxrZ2l/b0N0Qt4WhEUNxDkVVWicAiGVc/LGe2PHt8gVto7odLWv9tyXF9EZqJBOB+paX2Sobk+Al2Ooa5nNacidMb+Dlx4DF7cgn6I6yCKVMneSUZGxUD9zkqTDiRHpcFcLJdNWVSIx/N4evuzSXtRL5RCOwctl8NuQR/m0mOO5tDFwDVmsE71nzd8lEJ2pSk0NUMXkVFSmcRrFs5yTDuiMPXtZax/RGeu+G/RfXkQnLlAKMnUalzOa0xtFkYIKqiviz1FBhZxT15rEoOVDV7iTubq2qwuSpCOJAemry5RMW1XJ9xgpJgR24thTYzmEYxIjAFiRyaNyWr5/IxNo1vgew4foqtu1pJlaAtHJ6lrH1EDoFFRUoXEyhFTOCTsG3r0ZSlUiOnGtT15eRCdzyiBT93xBc+I7jRBcP0jqDZtzgbrWNbJzLAhL6lq+YEypawWNObREgS0iMUT34weuysJkXLDU+GzRU7hMHpXTWkFdyz2GWyB8Lfh7C6IzFW5dUQMF405onAZCamiq9ykxKhGddD3pBy8volPiD9W/L2hOnB0+soUeOmdzzicGlZpSx+fjcxHqB/ZC4U4yKlKon7KPTAybJwZTMm09SxF1LW746BLRVV45MdywJ8BOkEf5tITjuXTheWKg07TdYyxEdJrEMDVQJEYWCY0zh5AKTRWJcW/UtRWITsp4NXBfXkRnTrZU+Hyd0ZyFujYt2Jy5urabq2t3Hahr3e0e1LW0VY7BZFSkUD+NujZ1SonBlExbz6gQiR2oa2mwkyRZf5IY5OCInzowebQ4rd7ytzfyHgM9Rqh6djqMJRCdJjGcXF076TGYxmmqytBU+QHNjTjaOrYWRGf3FUF0ltGcy4oIb3vQM/+WwZbl6tpb3biFOFpZ9l28+a7FNV0HZqVk7TzfNzry059+9lPz85/+tNkxclvbdN81IlE6rWXLvgOt1GefWS2/kbXzfNsrZNPWqmstWjvPtzVHNm7tPN8WrZ3n254jG7dWXWvR1oLoxFu4uojOguu53Q+HrK/oNkN04lh0sFUQnRE0RRGTN7FZ1wuCKa+7G5gtaRlbiOj0cCqVj1iXhhPKU6m4idpqzm5HdIZcCWt7XHGTrQHR6Xh4GloT0ZlzPQUD5inmkDVBdMb9fp/8WAXRqfB4Hywjj/PET7xwSoNjaQo667YQ0ZkFdCqVj6GWp3biPUbX7hQWtyM6Iy9QnmdnVvG6Zh/R6Q1GUH/XQnQWXE+8qlZpxssaITodiHndFRCdzs7A3yu/3c3oBMehECTTwE/dURIVWEgBRnoVWu+7t4WITnnBnXp7dLkI+q7gLIHojF1cOvwcFXoTtBOJEa4pMRYiOvm9qeNMRzv1DJgzYmznttA6vWAXws17QiKsQnS6bhe4h3qIzjLXM9Uu1ST92wjRKXrSFRCdlMyAVIXJ7u4uH8nTmRczVC7zgL4cBqYni3NgZEqnaVGMsKotRHRyj0Hn4UcJ/ic4S+qp/QTMRdpUUKE3QjvRtw9scpuWQXSaxJiOtsfTqstAIKBRidA66cdglsXXyKwjOl3hoNRDdJa4niDCRr0g0XEjRCftksmsyjURna6OUho5hQMA7njddphojwmSrgqiIQ2lJlhIBkaS9+k9IFwsRHRmCd0+cRuj5VkgOEvIOXeo9+RTYlTojdDOh6+5g3RNibEQ0SmJMRNtJoxGgj2FsFBonSENGlKowGyZdUSnw4lRE9E54XpGrOWOvW3tNEJ0Sh2vgOj0VJYlyWQoxTN1REKQpLv8gYpDf4KFZPwXDUfU/egxqhGdMpTCgDNL/H1D7ePTpZ98SowKvVFW+PA1T48SbUkNkvt7C6JTEmMm2rhOZp5gTwNcRA2tkyqwhijyVrOP6OTEqIvozLmeKX+vRWlAtxaNEJ0iFFwB0ZkIM39yj5H4GFgxQdKFjieiVQUWUkiqQYWQ/e5tIaKzSAzyspuZxIgSSgsaSvEpMSr0Rmjnw9eG6IZsPpC7HdFphlLT0fZ65Oa2YE8pHwpaJ0R6FivBPqKTE6MuojPnegbYKYqTQdIU0cndfn1EpxC9AxrPwtBM4oR82HaYIEkHylwaORVYSK4q4DnvwZOqhYjOIjFoTD7IEkmM7h4FjX7yKTEq9CZopzyu3bY6lLod0WkSYzranur1qGkw9pQh2obWSQlksT9bC6LTWQHROcv1bI7oLJya228ZRGfZSgRJ/unOqSRr0C7XZkshOsuOmqDNUE2ry940orP02wtmTjH/0bX4dUsrIlzakc8++16zo6zZXnrg2rIB/tMFAsg/flhPGXmTtSJCe4Vs2loRoUVrRYTWHNm4tSJCi9aKCO05snFrRYQWrbGIsIpEyMC6pUiE/KxjGl8Yh3jluS30wGVIhCwinCcRGhHhkiRCFhHmJELIUmgvhn/AvGBv+kHYPZB/VBkjLxeRCKuBfkvDCRGgkGNPtWpJvLRYRJiTCEOuhI082GgsIpwnEQqwriaJMMcXCkIoUh5epjchESIxWERYn0SomFrGIkKs4qkRy8dcjCjcrN1EIjQzkc/Z0nJZYCvCMMmcjGq1iZcTu51EGHl7yrM333Mts08iFGBdTRJhji80IsKxAxFHExKhgzx0ViARUmX1/SkRISh4uwLK2/b9bSdLUkO/K7h4wZxcdwO2mETIcY8jf8cN8XqbqX0iGQwdPiUhIt7EJmRKSNxzofkZ2HksejuJUF5/OdPRxmnFjgwEQCcUKCGdALB+90QrVUUiNMC6eiTCMr5QRISxdhuRCJm6swqJkDU7psfgEVSkoTwVUJ4ee9rdy1xDvzNcvPj+iAirSYQBTmWswxQiwlCofbHy+glAQXRKQkS8kU3IiQEljZ/sWzrX20mEJjGmox2xiFDojoEKPYES0o+cL2fHrJMIXaGs1CMRlvCFqQZs0E+024hE6IBW5axAInR0FENEmBTw8zgc6TGD8hwVRC6GUoZ+Z7h45L1NcNqqtphEmOF2CQq7OI6yQKh9fBWBSB+nxETEG9mESAxcMGj70BII83YSoUmM6WhHuYiwqxkbKVBCjDRi6V/smH0SoZAca5IIC3xh2uOuxqNKaEQiFBHhCiTCWRGhTEggoDzHDRPlAlmW0++YckSt8Z6ICBeQCDnBxwF0tn4QCIOJpcP0k0+J8+EWEaEQ7VjRaecm63YSoWk209HGaWWe0B0hCcmhhE7fn6vWBmafRMiJUZdEmOMLY5Yn0f21lwEquDqJUFJ0BRIhngF09XZZRCi3K0ptI3MHEfUYBf2OuXgpxOprBh0tYYtJhHliIIKZSQyMLFWs5JSYiHgjm5Dn+UYlqG4dsuct/t5CIjQ9xnS0ox5E0EJ3pHwooIQQEVrxS8w+iZAToy6JMMcXiohwmCRJUxIh4xrrkwh5uFCICHE2Q4gIYwHl9YE3TGmwntPvpMe4PyLCahJh0WMEiu4QDLWPbtci+smnxETEm9iEMs+33LCpOyMRmsSYjnak4KbQHUVEKFBCuYTZsrWQCOf+KuwGEuGcMG/zJMLpUm8C5W2+u6hBIlyl7HtEIpx7MFmca2LvmVQrIlzakfsEyquyV0BEuNyOrYjwrsq433q2Za0VEVq0VkRozZGNWysitGitiNCeIxu3VkRo0e4NibArIj8/noEKboJEWDI3oIWVTzCZYCQaOKP/isOgmM506Dv+lNQuDoK94qDV9KNqQV1UqWZKqx6YrkAivKXEiSFAUn2mMiwYix4j9uwWoSBttNevcWdtgRV5X0iEwchjWtoMVHAjJMKSuTrcnSf7wfj5oHzLL8iZWPlRkH+NH6uZ2U0j5YVZUt53zqqpfKryzYJX9cR0BRLhLSWWjAIk1SeVYcNYwgKF5u5tU8H2gTypcVQbrMj7QSIEEsfLaKdpqOAmSIQlLJ4jbwKTCHp5qNa6DqP8ILzLZhMDTFGHr8tdLwgxf6W/2xUkoNmS9Q7A5tGiXfKqH7plgp4UJoQ9wQM6ORYxigDfo2t16okGn86Y/wtRYBGQW0iExQFTIREKwS8v2Q+oR7iBp8g1BVZYXuXNDS/4kMRpQNVTOu8I2EEn9HyXPSbrI2t1JFVAK1KPXPUYTwiVfRghCvIJBM4ZrMjG3t0PEiESIxzQTtNQQWcDJMISFo97DOqMXLD7vAGNSBxG+VEP1deziaGKSzI4vJjx2KMtGQmILVUYUscVCTZv10eZHgRCE4KeFMYdnOAB8adgETFv7wgXfhWgH1axZ/4bZlFWXB1vIREWB0yZRGhcyUvW1Dr93d7CzEBNofryKrdguKRl8pPOaHLeMvWtSvrisYPEcF1aIVVAK+jMAo2rD1cWh7pvAsPnHGTN32jcDxKh66tAKdppGiq4CRLhBIvHSCu6lKoUv9G6tMsoP5axzSRGdzLkSVjoqPCvIAGxZY86mcQ12DzFDFAaRKQlgl5RmGuIh46TYxGpQ95WQxBmgpTaTkaXfPnvrgrTco9xE4mwOKCQCI0rKNnlkqMbVVAQ76D68sqwYFC57ctPRr7l520SIzUe02qIEgaeqQJaIjOBUrORyqJQ7+aB4XPe+FDKGokQN39RRjtNQwU3QSKcYPEcM5TyA8hLaLHvDxnlJyw8Z7rH4EzhBwOYxJIHdOlAkID5lolnsHkjNHbId9MSQS/KdUNdHTMe0IEwmBWN3FRA6dsNxgqqX8/8l8aHutxj3EQiLA5ogGs5wU9KDqXJL7zTePiaVF9eGRYMwDU0h2EA0dbkvFnnAc/FY8cMpfIqkE9rUCXalcriJXlgcM4bTwx7JMJRivuR/ixUcAMkwhIWTxLDzXzUAo31txNB+dHVyp0bSkHvmXK3kUEg5tDZ+wYJKFt2YxXl2Dz6J6L+Y5SWCHoGcAzC3pDxgI5kGw0J5Ro68NwkwGWBLpzmv3Tr4xX37LeQCIsDSmIUBD+6a6C9MI4ZuqOFTf7ha1J9eWVYMH5s4rsYRfCUz/l5BxK/2HjsFInBVeCWE0Mqi5fkgeHEsKDmuickwkgN9ru4VZyCCm6AROiUsHg4pAbZD7UQ7+MgjPKjwVlPToo1cAnLFJ2+QnfvcEPne4xeFgsS0GxJHWiBzcPHTmaO3pygJ4UJYY/xgI6TYxElMSh8dJuCaZpdz/yXDtWLypG4gURYHFASo3AFJfcUDSJDOWil8fNsrj5TGRaMH7SPtN4Hd7B03qnGnND41tI34kzT0KUKyokhlSVL8sDQBulCouLSdm9IhN2cRDgDFXTyldVFrIFEWMbiTVkJ1leN7Jth41UiASvcmCHoLTyA7xoaYnnDSaBvJxHOFFr6q+tO/q2y2ZqyYVP+OuXznhxhNgxzh57aYPLbbSqibCYifIUlIQObfOCbjV/xLGN9lQwWP21pJSEWrYEkpBUR3jNrRYQWraGI8FslO7/v9tLLzu+TNZCdtyLC+2atiNCi3ScSoewkJEKRCm6IRFg2nsunKnIMMDMiQtnADSeSF0gapm5Shr6JwWwxCyGBTv5gZcqvxbNHLiQRxqWdqjiFS5nMjxFxZYRFZTQzERHy6d90Wo5gIWvxD5u/+L4vJEI/88A7MCRCwxvcEImwbNrz/MrJklgVlZbeYwyVH/n5K5Y5ESE/QKyguyyGBBZcuCm/blLbVZMIPX+yUyWncDkDDIErlmtVKqOhFSJCTz5NX2xUe16wcN7MebPBirwnJEJqfLRlTiI0n/VuhkRYwuIJaiRJKel2HZksk1F+sR9ms4mxj8rYS6VePBYR4uWdERGmii4dSAxA9cYxlPkx1GQTSCAdw83hgYAEukq6uim/cB50wWZXwjF3ZmHRXkokQlcKw6U4S1K1Y95VV3IKlzMKEFes1KpURkPDm3pcdNIAicFny1jEiOpoF6eHKYx5S36T3UuL807J9yEPIzgouymf3ySAmYUpZO4HibDbG6Id5yRC4Q1uhkRYwuLRcsjOaT+NOesiIyIMXeq29GxiTK7l4PDiBR9D/4AE5C0pVygGDNWjk0kSEVZMIIGDvqdcgQcKJFAHY5mQsOQXHSXzHXFFJSHlzPYEJjQhETqqL0pDanF7mcuuYItKTuFyRgGSiuValcpoaGUR4VDIgoxFzEWEoQwfHK5Yd6wn5z3WXqBx9TFB4fObBBCsyMbe3Q8SIaWCrwYTEiHL8DZDIpxg8bCcRYSxiFEiqjRG+QkLz5lOjMkQxYgId0DAYiSgbMkyYYbqxYOuUi6/kygggXEvirJdgQcKJFCb3njKL7BujCusoC/rliYkQtYDSmftYiiV5p9bVHEKlzNGdHJiuEkuQ2hoEBGa5qCGTBbsMhaxEBF6oyji6w1YRsl4ct4USGCOtGuCEvHklZMAbnwoZY9ESAOLKCtIhMIb3AyJcILFw3I+HUaUDQJ8+McoP6Tc/mxi8L9Mu2VMFv6FsAdIQNnS1eBMAqrnqN29QK6FBfIJuvQwEhRUDgk0iVH2SwWUgOIKTiuJSm17QiJEsD182wKyIt9jACq1gFO4nBWJwbVqKzFY8exiKCVkQcYimsSI+UOAEBojIwoszpt8H6pSUDBOLgdw44lhj0RIQyy6H8lJhMwb3BCJsITFczDIg4gQjZQqJx4NGeUHKWFvNjE8jJO529gvRIShIAHNlp7OBKrn+PhYQgaKBQsN+iwDDzSQwFJiFH6pmMaF7Aq3aq/81nxCIsT5ZTh4PJUY1ZzC5axIDDMjgp3EcAah08XwaMhkQcEiYm5lxbcd9CePvU1iFOddJEYeFPSIpQBuNjGskggjRaOFgkTIvMHNkAidEhaPjEWEXdecXCQoPyfsyUmlZRFhqHQiY/CBiAhV5goS0DEpRN0fQ/Ucludy4k0SwxuozDGt1UACJTGm/KJQ0dibXeFWXVZUTkiEENTtO92EfHBTHco11nGqOYVLmTyuxRVPatVGYvCD9qynA5ccEbIgYxG3eywiHPIdpYgIpaEX510kRhEUiAgnAUznKri23R8S4fRO3U2TCJfE4lVbt/LnGqz8hG2KRGhWz++wmlN3/IJv82DHVkS4wJHE6lTv6zKvN3kA3ooILVorIrRXyKatFRFatFZEaM2RjVsrIrRorYjQniMbt1ZEaNGaigibHv77jYsQKdp9cGTjZiUSC2wdAVqnv42toYiwCtEpWM2lEJ0iTWMwpmd2EhAnYzWXQ3TiFq4xopOlQCjXm3nzl7Mj3diJ+ec8LXKe8SdLXC+oI0ZqbsyVKnFGp6ibKUh15NiqHqGmuI4ikVJbsJxqMm/Rvkf/E7BprRhajHejF3yViE7BatZEdAJSxjsxiFOwmneM6GR5QjCDis0VUFlkXrjP0yLngZuBKCcyL9R3mRksIgy9MMfJTVE3A71rJhhbzRAgrqP9oF8HI3uDge9S7Y4KY4Xs2+lB3Lx8DFc+uwqzjugUrGZNRCfAYHGE1zMM4hSs5h0jOvPE4K8/qKcIAYsEE4euk5TX5lW1oUUKqtMNC+CmAC+9YDvHd4YQfoWhgC9dikMUBWO6igsSsyBLRtEiyHNtK9S1iSA6vRJ109XegKek7HkywXddowBJHanY1tfwRWKUqKguwJueDkIdDA2FLPOn4KIcxjJflHngLmNH/d7cRWpls4/oZKxmTURnrANFkaCdhuaVKtXuHSM6eQLjHPU4wrzS5JuKmQsZJ37KX5nktEhGdTr72VhFDNw0wEvlpzm+M5BjCPgyRlVTbjFCUrklsmQ0mCXIrWySGG46MmRQr0Td9DJoSgKQ/eJe6Nf4tqEIkMt15OpEz12cVvbXsLQmVFQeIlCodzQuojvKdXeo9y/BRSWMZb4o7xIzdtRT9nroNSA6gdWsiehMtT+kXidxc61B2Nu+a0RnCMla0hfUI3UFyYC6KhULF5KHUnFEPYXQIhnViRYdC3DTAC9Dp8B3ZvLqXMCXkPNqTFLtsTC3RJbMAZ0WjBNDa5UNDaKzRN2kxKbQ81CKp/OuDT1++FrMdTT0XTexNmurJMaEioo40TIVyxh2h2lc3Sm4KIexxBft0ujRzwQ7em+GUpWITsZq1kR0oolFCXaSxGBF7B0jOs1QSlCPMfqNEIg8g+ZEYnij0VigeF1GdTKn0GXgZgG8LPCdLLCnG/8MnxNA40huUGLw6hJZMgd0WrB8KMXfSzKis6BuxjrLMuCSqencOJ33QkOPwWzAuAADWvBXEmNCRQUsNO1NEkNayxRclMNY4osONX9+3Gt0B1Vh9hGdjNWsi+ikixANi3Hni+bPWM27RnSaxBDUozOguGuMqIULSS1J9pFGIahO5F4QMnCzAF4W+E58VxIPPAFfThKj5w71doksmQM6LdgkMXJEZ0Hd5LAncBUNkFyoPeTAoBd1RGduvccoUVH5i6zZxJiCi3IYS3xRJxnz1xhCV7TiGJt1RKcoYusiOlOlVBwILtYoYsM7RnTmN9+MenT8gQMSv4qFCxnqKJNpriWzBdW5AwUtAzcL4GWB76TqxDBAwJeTxFC9XuiUyZIG0GnBEAlJjALRaaibXdYCewqfXyUU8PoESwSI6wgiYgvfxxl/BUtaoqJGiRrEs4kxBRflMJb5olQJSSqJQWdnxTPnHiE6HXdqJ2dziM65Q+RFTi123ZlNK7CS4tUU0pKu4u60B10L3yezTb1Jzsuf42liQTVg9MaySzVVf+8FZU78LVNRl4GLzmxW3VCaOdfO823JkSVtbpJqa7NTv/Raqc8++57VAzSxdp5ve4Vs2lp1rUVr5/m25sjGrf0ew6K183zbc2Tj1qprLdpaEJ05bXNFRCc2N8saIDrBHMNb7zqITn7q5HVvemTj7cfmht4LbtfSdd0bC7NsCxCdwgGlGDTxZRbR6YazU6LXN/J3gYgwDaIUqMfhYoBptdmREMDWgOgMszFeQa+G6JTNUwWsZiNEp5PR0Z06iE5Wcrg6cyqnnBfDZJHyRHCULUG73I9uKsy2VSM6Haa6hYri2cSXaUSnq0Pob5oZ810q1wxCdxAybMmrJcSM78sLvkpE5yjCe+oVEZ2yOcocN0R0UomUajUQnf1kJDyakAXWkKjFjLqkq/CuI9RLnxoEv6Xgme+8UJaC4Elbo6vjjglATwZ9qgCXRFk23hvbq7VKKyE6pyGcWSTKsVAIobTWi7aduF/noj+N6AyDifC4ib8mMUpUVAQr0r6n0X+ziicIBdWJ+vA8P+URQOTv0XY7Prbic+L4+uqeiAgrEZ2RCgDLWg3RKZsngcrihohOH5ybOojOPrTtSZhR4gRZpNJAhUNGXYZZmoWGeqlSjxuEkQjKUhA8g96Ycj/Ypx4OfzI70k1CSup8WdSzp3CrtAmicwbCyXi5zKMTY0IoE0bpL8O/XM6mEZ24FPVq663m/U2NiLCgonKw4p6Xsk4W7SpVqaA6qT5SZEwW9aAsDDVPf26opxJfr3GyTsw+ojPIwsF4VUSnbI5ZBpOGiE5F46+4DqKz3/e9YRIhMWj10DWKQD/01G5sfg6V6a6N2EiWGq1KVzRwIyYmMjsyo0bommVuxYcbdm2C6JyBcHJiBCGdGBNCsXzk+UbEtqRNIzrdXpDZS4wJFVWCxYIFOJ7KlJ6C6kTPoZntTGGNU49amo8333xOEt97M5SqRHSyQHJVRKdsDv1fQ0QnKw/9OojOfj8d0ZAoQ1vGImrHgrqk8ZsO5WeRGNAtOqlZmrPRdMp3QcwtZF2cJEa+7A4SoxrCyWebsC8ghELNS11cPS3hLKJznGbWhlITKqoEa5IYQr0TVGfAH7JhxX6U9gLIzrFEzknie28SoxLRCT1NsCqiUzb39yiDmiE6XdWleq+D6Oz3HaVc7jHoNmkvRNgZdUkDXMp0/onE4NSO9Q5dOj1ZyrWSQRaa7Dj9jKuP2ZEBeILFsjtIjGoIJyT5YQ/NigmhkBbSWAth2F668GlEZxqYODT0VxKjREXlYM0mhqA6J4mRRXt9qoGhLJFzksS4NyLCKkTnTjKgs1gR0SmbuyOlmiI6w0QF9RCdfccfOZwYaUL34GjHjLocDgbgafNPFDjCHlHS41PHUq4VBXEo7Zi4+FPYkaEeq8mydSfGBNE5A+HMKAIjfuoghNBQZQnuVHvLgyxnEZ3ZYND4jon8FcZpiYrKwZpNDCcXEU56DJWMVCpL+JxMfKVubFiL6KxyZNaWKGbdrf52m0J03vS8yQ1r3V1w2Xfxgq8WFXXNFM9WRGjLkX/602Y+NLYakfjpTz+rp1y8IxGh1fIbWSsitFfIpq0VEVq0VkRozZGNWysitGitiNCeIxu3VkRo0RqLCEMDG8TrAQP9M7zBZUiE8qwDqwwp0I9l81TohMuQCFlEOEUi5NeAZqclSYRGI3eLmKhA+0GI4E69qiTf3Njp3zQRS9cLghvfiXW3F26WLnNrzyJCEKXyk/OrHhpEXHxdJiECJNVXoKoam8zzze5UejqxefzjzdZd/jH0ImssIvR7LiQGqltA/4Q3uDSJUFYZUqAyUEHlZf7KJELHw+NY2akGiRBPdm8OaIH2gyJpqMsPRmK8zbtZPuQnXnijlkfmDarcbKnEwNAkUqGX7ZsFVe7wxNq7lBg1iRoUIK6+7sAPKyc+r2/FPN+7t+mu5vGPN1u46Tn4hBGI9uJNoH9yxVqaRCirhBQYBbJ5xnTCVUmE3mAUOmanGiRCZ2fg7zlME2SQX+rRtdFjyh1zAz3QBSJ+9J8nBiCFDkMJY0X5HYMvR10mpNK8FDp72cgR0NQ4xLNSapUMJIzG2NyVY4ThiGlPslnO1wtDn44QUmJwqV0RJFZIyx0jIkRfmcUR9nVUyjsXIL9tR2YJTKkbTf3eru8ugsfOG8s9Xe7eu5bAo3jBZ9xRMZ1ZhOsYNITsPMXbZcedAv8ooaQVs1UDpKP5BGIcBqk7qs/NmjMLJEI/GwCoYqB/Riq4NImQVxlSoD+WzTPG0KxIInTc7l7omJ1qkAgpiwHhYeAdg/x0GGhMrppzA/uYGlSmrNzzfV93GVLIU3/7sYoT3wVbMHSpp+wJqhB8PNnI4bkpPZ7PFUBABhKKCC4n6YUBB0c2m/D1AJTxITtBqQLqo6hWXe55Qnn5mU98yjsXIL/YKSbWZiYhrQ2XRZRA7inVl2aJtR6jmOc75o6dCYr5rK1JXxx3CvyjhBIVMVs1Xk6QRGAh12s+2rNAIgzUNmhKBvpneINLkwh5lSEFJq5sHvWCRMcrkggd5k3ITnVIhPjWQrFyxID8RshOAAiFG5jSkc21EvIcSgyBFDKU0AylUmc3gMgxNUsxtOONsNd2mGjPJAYDCQMf9DjWluFfMwDgzSZ8vRCwQs+UyktT7adVTRNX4J78zBODdy5AfojFfr4BDaWg31n24g/xjlRf6lsCYULlZtzhFHa1q4JoOJnnWxx3ZH7OgWdCyROAT1cNkI5CkERge/HGh1LCCIRiNokK6B/zBpcnEcoqJgXSTmbz2NvWq5IIHU4M2akOidBTWZYkUi0C8uPLu3Yn3ECVSV6boZSBFAJKWNxjCBfT7eZLHdkIt+dQWvIsxZknQMKAhyUM34uVGRmbzQxfT/G3UUleasxLacChFvQYEpsAYokULvPOBcgPsUb8h4EwCWnt0uKih69J9YFEGNj5LBHANeMOhYURxjG0wbnzxnGnQB9KKHNO3XTVBEKQlE9zNp4YwggEKE7HOfRPeIPLkwjNpxogBdJOsrmPK/7KJEJODNmpDokw4Q/40IBykJ+Jfokb6LLuK08MhhQKlBCJ4Zlt9LCronypIyRDuACCejKkvpXKZiBhkHWjnsD3ODE4NrKZ4esx7Rv3ylJqyktptEgHnYeO8/wYGd3YKAiyxWXsXID8HNSO77pCsWWB19JqqYevSfXZJRHm7ii6g6Ix7hA6qahwXhx3isSQUJYTo1w1TJA0iWGBYWeDRBhAjlZA/5g3uDyJUFYxKRAkQt48TgZJ7K1KIhR0F+9Ug0TI6YuJV7wJyE+iX+YGMtc9TwyBFDKUkLYM6forE06z5M0sdWQjB67TuWAmc4URAoCEEB5GAt/DlikDAs1mwtdDYkTydSOXykvpBHCAuasiIkH3LZraUqp5quyYdy5AfuzFSOv92FD7oqU56/xRvBIForJEO+cH7eKOiuMMsfBBTiycd4t5vqWhSyjLiVGuGiZISmKk9VGLs2aHRIjRyTT0rw6JcHon2Xyal1eXRFjstBqJcE4RubAhTKH5iq2607DBGUYhfBUgIbXObnkDcxZzkMNSqZMjRrOSO/PCTDabRvJNnUD+RxefDS86sdmy10ciLIqbFN6didjE5oGE1URCt6nGsBUR2nKkngmQsJHwcHbfFSLxTw//eLkN21lbayXGd1oR4T2yVkRo0VoRoTVHNm6tiNCitSJCe45s3FoRoUVbC4mQgXWrkgiFN9iMRGiIebxTfRJhafEMu69ADy54llO+48Xbazq074czwsL+1H2hPdzLDSRC0V82Mq6pqcpobt82EqEA61YkEQpv0BS0IolQHJCdViERlmxabpt/D+otaGb7pQfJrJClo3rBzESQU/MnLSppJVtIInTMxIZNDHNflSrDhn3bSIQMrFuVRCi8QTN5zookQnbA7LQKiZAxfmMIrLuhs7vje0PpCCkxBO6X4d08C1Yo0aMyeNDNUX8hI2v4DWwvnTANUwieIvJhV2iHma1ZY0wkqkmEkhjcc2778M8Na7+iQ02VKsOSv98qEqEA61YkEQpvUApalUTIDpidViERMsYv1phATzlqFEGjxn1BInA/dy9zoySifigLPEqGEniwO0H9cWIEjjvWTsE0pCtgkIvkQDuM9izN2pVHoppEyIlBfu0Hjh57VEO9WhDCPEBOqTIs+futIhEKfmhFEqFc3Myy1UiEDjsgO61CIhSMnxPqgD8qSXF20hQoMRju5+G9c+RplBoGZfDgBPXHqRTixf3YKZiGPlSDJjGYdmh9KFVJIuTQkUNdyLsi15D96hXOiVGqDDv+fqtIhNwuVyURSvOXZauSCNkB2Wk1EiEwftSf9zkxYicYm3sBSgxGNdFfgwAPHHTOISzAg4zFg0RwvxhKlZiGuICYxJBRv+3EqCYRplAvcxRiN0yUK2S/eoUjMcqVYcffbxWJULhcK5IIpfnzspVJhOyA7LQKiVAwfq6irnlxYlCTj0d0Fe5mQRk8KFg86Ap704khyEKRS5OfnqEd2k6MShKhq7sRz3ufMvZ0EAnZr17huMcoV4Ydf79VJEJulyuTCKVfwLKVSYQyluOdViERCsYv80UjXpUYqQ7hYUT930ASIwcP7hjUX09OepIYgix0MqW0u92DSI5ph+mcJw1sIYnQ15Qv7j586is8HszFecsbBWi6Muz425IIjS1NIpzbdtHidZAIl1ag+SsOK9aC0VuaRLhK2S2JcNnEaCUhDgbHiaXPPJvbSy8JSSyOg5paA0lIKyK8Z9aKCC1aQxFhKzu/R7ZOGXcrO18+MVoR4X2zVkRo0ayQCKOQxYHdwIkEIMggpaVJhLyTAJMKEqEwAe6WRDiPu4uq0IFzRLzU4oOlRsaftvazedVdGASIcRMlIT8/5MqQWrVhi0WE0b5H/0PbcSbxXdJ9oRDmWMjSTrSiBs3QBokw6vdzEWGY+ICeJN7yJELZKRh5JRKhUfvdLYlwDndnKHkzNofhjCy+VWpkuJlNMs+fExGOMJ3xfjOJLd5jcGVwrTZxszBgLKpjp8JY4RLGr4M98wg27i1Vqjwiz7GQpXOmFTciVGfMAonQERGh7wUMEOzFThwtTyLknYB48LKCROikiY7vmkRocHcg9jGfNafkGVKgAAT3onBYAPHEFarcKAJY0A1vZtOu26AzBmS0HzmCUgSVDytGwj9xDd+QpzOmC5k/22/eZA9fM5URTKasbe6vJAbzBNF5pBEH29NBqIPhJDEYNUiJEfuuUAe5goBTAbdQFpFFe0EkFMICC+mGQjekg9CKcIiaGqKyCkDkIrNAInSEnZEME2YD6UDRSS1NIuSdkBjhoCARumqbFtwxidDg7kDsU/5uLy6gfcwENABBP1JxAcSTwILc1POCkbOfjdUmM4PxOb1gDPSWQSkKZpYpWllILYvPRaYzjnuhr5Z/G8BaqW7GL1otnWWRGMwTdPXQycaCWtTejvbcSWIwajDuxWCE4GeXK2gEBQ61HwERohVGoR4yhbDAQsY9oRvipTHlShwoL9E0tHQKQOQis0AiRNBZRAgRn061Pwz85UmEvJPrq0CpgkRI/2qZKvwOSYQGd5cr/nxDyXOFFCiJMYK+vQDiiSExfBrjIbljmx8e1TUWEUZ06UgNSpGpfI5JjIBalvANGYMo0xkv38KRGKgMqVVb/kpiCE8wCGODZcQoiAdCRWIANRhrXM/4p6kg+u+ARga8iDZ0051Qx5OhFLCQdM5MN3R4KEWJ0XfCDBqTCSBygVkgETpIdqgmRoxZxLU+WZ5EyDuB5z0hEY71aKQT945JhIbqBeBahhtWQ8nbLkiBmcF5FUA8scjQC5FBttAyKxnYtegK94ICpSjti892QH2E8A1Z47jCdMZcGVKrtvyVxBCeYJSE1PgR7CIxGMUbBvI1DYYirvyUCopBq83X0oZRL5tKDN4J468BFyaJ4fF3P4MCELnQLJAI5fSCHccPupTedINWh0QoO42g7s5JhMM0TXV01yTCSWJgvt9RmFPymBRoAILc1Aognsul5ImBDTEUrt9CLJmICLvuvl+gFIvEcMMeBulMMhzqONZelLjDGh/HUYCkMpaHFy7hrySG8AS7mPaWg10kRld73TgJizae+QXskSrIGeg40FGRGAFkkoZCmGMhaSjFdEPHJFiRGAUgcpHZIBGyL/j4NIBAMlVK1SARyk6RGux3CxKhA4X0HZMIc9wdFH8hoHY5JY9JgQYgyE2tAOLJZx1FYuwkQOFt7hkVIhFBROgWKEWTGIginjoIyZDGlhndaQSqBq+vEBGaWrXkb8QiQuEJOiCbS7DzxODTCdzJxV+nkgVSQf7AwXAoTwy62UhUJBTCHAuJSeN5WwY9lhKjAEQuOmErJEIYn0jB0KtDIizQeSUSobNZEqE5YJkJWHEaonF35pZvxqbIfjexE+O+08Xotsa4b80v+MSTvdA4WLYFTMFupe+liqqo7pmibjz7VkTYxBHX4gfbja1GJLJE1fuk9k5EhANLjAUb1ooI7RWyaWtFhBatFRFac2Tj1ooILVorIrTnyMatFRFatKYiwqaH/37jIoS/dx8c2bhZicQCW0eA1ulvY2soIqxEdEb89nkZRKdMZzyF6DSbM45zKUQnbuEaIzpZzTjH04yq+JBzAqO4zheZ6zTmSlWtiCuXdmu9kAC2wsS+jsTqJstfSM5bjuiEQo1bDqy75ENibipdV9ws7xTX8rzRC75KRGeYgOS4IqLTbO708YrgbhGdczxNVtfOPeueC25k7QP8hsYkwqoVga56Yl9JZFxokhhJZmJow5ZBdDryBgy2pL/CrdjPJ13vl1fcWWJUIjrx5itdFdFpXkqlCRLjbhGdszxNfn2XBtLZ4PIaxXHk73iu4DnDsbkYUWIYVqT55mNTNkmMuM+fX+Tu6DEuTQzsFKgoUy0RB6ZbRsGcCn/eWEQY91yJoS1/b0N0msTYTSE8UoCm8k+HKyhkdPZOKoscw+1k6iloqWoHi0NDJcVD6tRzI0hu+XOc+JbKso7odLWv9txVEZ1m8wFa5R0jOmd5moW6FtRIxrNEYx2mKhY8p0pMt0OJkU/YHVma6Hc1KxLDVUBaZr5xR2YtFmAnQ0UN1VLJf+MF04ZPGycG69edxHZi3IjoRMtRNAgJXTWkCx//dLiCssiBunZbFkGHF4XMT4WiNeyanYRKSkYroK6NEu3tBY5U4g1mHdEZ674b9FdFdMrmdKnXJrfuDtE5y9M0EhGhRprEyNA1MZ5zMkM2EsMvoJu1moZdKxKDhbNpkHlyx5SEcRDwSfW2hWYnVEtDt6QKWyKdkRix9EfWE2MxojNPjIgFUkZdK3M7QyEaJYmrZJEU42lDPRV1LWMimUrq8FCKOZ90nYgTYaze5J19RCeu9cmqiE7ePNJZprmIu0R0zvI0WabuBjHf2SAxsmjMYzbGc7oTde3IMazI5dvEWqxIDCOc9TJN3Sg154zC6TJ+LZVvvQzVUv6LGe2X6zEMRtJ6YixEdHJIvSBXDu4px0ylngkblfrE0J9opZjb6ZXUtWMkBlNJnTwxWCtFiSGVeIN39hGdSeT0g1URnby5G8exTofZ3SI6Z3madAvodKGuBTUSXzopkxiC5wTjT4RuJjEEurlBvRQnRlc8cvV2ZqLNnXQSCpeQoaIF1ZL/S7dRrr71iyUkhhnEWk+MhYhOR2Nq6zCfY72kruUKohvRQKdFYgi3UxIjKBJDqKTObGJIJd5g9hGdsVIDd2VEp9mcuoW7RnTO8TRpH0g7hRoJda1JDMFzUmJIH1EkBkM3N/gFOCKBk83oTqwXQrAsTyQQL08ZuiigogXVUoCi2RLATn6PYS4nthLjdkQnDTC0DpwiMdxcXSsVRPeOdFNYVteOVCrU01DvoFVhJ6GSQl0blhJDKvGGE14HorP7kiM6lzkuW7Zc8Xdj82+SK86+Eip6+weum0N01uqA7XE723m+Gzmy5DTZd2LLReJ/fPbTz763Qtl3oJX67DOr5Teydp5ve4Vs2lp1rUVr5/m25sjG7aWHOt8na+f5tufIxq1V11q0NSA6oRSEFqlFdN618fO5iXeezbfwLaJz+cRYgOh0+/3+IGsRnXdvGJoMJvG1mhgtorNWYlQiOqn19uIW0Xn3JolBPTa/xomi1DA6b4NRLmUtorNOYlQhOvELI6kW0XnXJokRo1W5ThLBXTA6b4VRLmUtorNOYlQhOl2HAWstovPOLU8MGk5SIruBYXTeCqNcylpEZ53EqEJ0imapRXTevZnEALYs62OW07K7TQtvEZ11EqMS0cmo4BbRefc2SQwXerxgyt2mhbeIzqUTYxGiE6Mgp0V03r0hEpIYDr48CqbcbWgtonPpxLgB0em0iM4N2OIXZs3dahGdSydGKyJ87WUUEa5a9p2ICOurG9dlrYjQXiGbtlZEaNFaEaE1RzZurYjQorUiQnuObNxaEaFFaywirCYRClTwdhIhiwh5J0O5A4mQX3kKPXAZEiGLCJuSCFlE6Pt+ueh48sf2eHrzeWhh2SI+Uv5ePCyWTP67HuPnc+RY+cFfSS3ZCCBo5J545bq7+MzrGSM6hfZ4i283x7vCmj8zbywinCcR5lDBWiRCQ7lTbg9IJKEH3jGJkPzeTUoPIktsN29GPDAHLZwyaf5mtgfFD6+Ny0Hjx6Y3GcMQPM8vv9AtwdFUo/YMWgQjJpNwdzk1363GSFGhPd7i283xnjfPwvNk+yTCHCpYi0QolDtqxnjrnwo98I5JhHg/iBdOOWcQJ7GL/oXPR/5LB0H/Z6CFeBsfglwYY1ptoP6G6KaibfSCotNNE7yWx0tD5HMQ7kJ5OEEbOiFrMD0rONgcnwOhAaMUIx9EAOpB+JSo8eG/hvhX1yDeAWISasqeNXVtTntUQ+nYmRpIYXF3mfTomougiXdRNWkeamYYOgZFKOcM3mKWNO+arZMIC6igU4NE6IhKg3dKtaEH3jGJ0B95dE10Cs5gFOAd0aDvKZcSg/9LubMNxZWBFtLWoR+oEFM99lLqpwLte4ryn3rBQK7bEACxrJh7wkBFIBZO0IZhloLTg7Ib16QkBqUeeDEoUbiJmZ+f0pD/K8S/2oU/fK0riEmKbNbcV+NvLtRk3/YDoQbK61KqAQmaU8S7qJpxHmpmGBo6IZ8z8xaFRtjQrJMIC6hgLRKhyGKwU8pvtj0V3zWJ0E98HwyfnDMYKb1N/VgUZbt4g4r/4j2qwFkYWujtO4NtnHsce2pMR8RJULVgDm2DrtIRJKGQH0YRc/BEU5WjDT21G5tjNK5JSQyfMjWWEpmbiCGsOaWh/BdZWr/wh68NBTHpbIeW4LVA5ZnmAOCV09VdpgaaxEgdCZpTxHtSNXmohWHIKEI5Z+YtuhsfSlWSCHOoYD0SIdPS8EVTj3UtiMcdkwiZTqbdgjMYqSygf/DVoRfIf6mP4BGSQVB1dToQplQWJmMa5Q2VJAaShb30VJYlkIz4dHsVbhfEwhxtSENDHZqyG1s+lPKNt0zBCugex5zSUP4L4l/9wilAjJhEDfh2JCEArgntkRKDKylmaqBJDLoyctCcIt6TqslDLQxDoRPyOQs9a+OJUUkizKGCtUiEZmAMNQwtZnogBBd3SSLkewzdLTiDUQBBMzQ8EB3xf9HQnUlFAQDNSM+E7v+9UmLQIWRAiPkQupoSAiHKYgGzldCGIe8sZTc2QyJ0afDEJRpuYk7dU0ND32NBW13DoBeIySEdIbH2PUZOe1RDHwpAoQbSTxol4baDg+YU8S5VjQm1MAzlBpLP+T4kxiISYQ4VrEUi5Ass7RRgp4iFf7t3TCLE9xhq7BScwQj9RdcbUC6AfTfgnBAFY54YaP3U2LtJkmT9UmIA7ocTEgpyENA2PnB/BbEwRxsOBwOMA6TsplaQCLtSoiSGQ2N1c0qGvhcObi9r1hAgRkwi1pZ05/ygXWiP5Ns+fGNq4HZPZZwYEjSniHe5aiTUwjA0dEKcs+EtzlVwbVsLiXDur8JeYhKhlDc9EsznNFkJgSf72NMdLv3CrJL4d0vZEiB7pD/nRn+tHmcla0WEtRz504d/Wv7znx7eIxXh0pFYgfjXztpaKzG+04oI75G1IkKL1ooIrTmycWtFhBatFRHac2Tj1ooILdoaSIQTqOBKJEKDyNoMiTAIvPSW56be5AR87DD7rothU/XhhKk/D92qa4jEHh5rV1A8mn6Kzs8POYaRKEYt2BIkwiDYq5hRerHZE2naJxEWUMGVSITCG9wIiTBMPM+LbkuMYPKsUoe0w2xBrCOqDSeMVOhl+zV3mjXIKXXiOlVznq0gApk2IRGq1NkP+jVIlzfZ7STCnR40kcu39gWzI69k1kmEBVRwJRKh8AY3QiIUeQIlBhiDAhuMAo87o7gf9F03xAlSZxMa8J2gRuh3Gsk6kBTzxBA8nhdAVMggQ5QKVN4UtjDH4eH1iEspneJoBS0Px+9yZ+IwVBDd6IJrrIlEVyuoUdABR27KQELG/IHMx/S+lQ0YFZ7fS8W2njDfTiJk2FLmU/wRFi9IKcxRFIwFOmgiyYMNqQC/Z0++bJ9EmEMFnVVIhMIb3AiJkHsM6AVV0s9hg15vgC4r8aPEj3Xg6R3KjyxiIB/3GDm+iNelytvXJjEYj5fyTMG5KK7PqDy3hC3McXhmOlTK2dBX3YKWp5JxEjJJLxKoIFSLi/F5nBipTilO3E0OGUjImD8m84Het2IrMbO2BlCdJXru4rSa3U4i3FGuu6OiWHsAsik/RcZkNA4pR1JIkVwBnsXppO2TCHOo4EokwkL4cfckwlDRLcMQiZEaTp3awZmFvpOm1M6gPMTAd1fReWAfza+0TWJgHWsH88QAHi/VfloSxQkqr4QtzHF4qVH18TzEUUHLU9D6unRwZaCCMmP3IuPEcMMkZt2vq10GEgrmL4uE3rdyO+HECJU39F03sXNdvp1EuAMxgt/FJUulUGDSahpZZVEpkl26PmFOZlTAvRlKVZMIDVRwJRIhN/94IyRCuRbL5LkFbBCDJ7+bJf4+EEXy8Ql1C9JjsB/44sGsY+1gnhixfJWiuMdIWdAjqLwStjDH4ckpBanMQzyh5VEWq1hlfk60cnVU9THJJBJ0nl0WSaAbjhlIKJi/LBJ638rt5OFrqD4vwV18vzkK1/h7C4nQtJYgoTCl5sMdWkFZPonkUPNXi1wB9yYxKkmEOVRwJRIhN393IyTCcmIUsEFODLocdbMiMcLQEaqaSYzIydfRkC2dSgwa19G+AQRjWCCovBK2sMDhBRkN0ZRL/cNQp5PECB1/n45VMBBZtbjQJDGcba0Rikh3GUgomL/MM/S+VY0Sg6uPzsd6j7GQRGgSg8LijqYSYyqSYwGrITFuuGzUNfskwhwquBqJMH+msikSoSRGARvkxKD2OMiSPDFipXoy4zKfy65WI1MvLrSD5cRweabgVLMoLjaovBK2sMDh0XBZ07WBYqFZamgSA/FykyQZ+SYxopumpqBIMGw+hGaS5YL4Zkkwf6GOQkPkW8n4efaAbuGpPG3hMyDj7y0kQpMYbq7ALBJjJpJJaiqgZ63LWAeJsIAKitUkEU623SCJcE4TOfXnQj/nuXm8cuJ+uRh3asE0+1DMPAAqLcK3R4ts+oXZZCc3L6Sa3reUlWvKFrh6ORJheYOpJZW/G5zijHONRIStJGS9NvelXHDDM/2XXhIysPF5ryVrIAlpRYT3zFoRoUVrKCL81snO77O99Oza+2QNZOetiPC+WSsitGhWSIQgDPIzRyfl992rkAiLnWKBoTEGsBmJUIh5y5MIgbvzvRJ/UG7dQyz2K4e/dJhNTi02a0z2g7pidgVO4eZXwpCs3IzFR00ZwmM4gU82ssUiwjSIUihmhv6tnk+bveqwQSJ0VAj8D6B/4PsY6F9NEmE25p1c5UFVxZs3IxEKMa8GidCDJCQtJ4bMC+PtqXmtIFuUxvdlKmMYbmazIArnHukmvhfePKFkrG6jZOLNN8eVa9XAJxv7u+CN3CB0ByEzZTwvrHEcm9VhgUSIZ+wsuYu2ocTI3/nWIhGOIrzcToNtSP4c2bwRidAQ82qQCIXDGUdA3cU+dTORmTmIX5l74W4ZexcFfdeJtv3mcxXZM6aEgJUIZJ9BI3KjgroMbz93IMSnE4l20AVCDGnOC+wyz5XFed86YxQgjuswn844aIxEmCQGAmsIiTg6Bd7TcIVVPHQ0JhIC+eh5fsojgMjfo+3EYTmt8d7YsVkdFkiEfpYg9HiF69NlWaB/NUmEkQoMYm2c8AvzzGlGIjTEvBokQu4xWOCbhJkfqTQ2rxIZiaUDr4S9i1kduOd5lthjVoxZsL09fMBi0IjhLr8tTQIPuhh/n7p0nAjEdxkrI0P8CSYtXkDKYuYkzheOySkN5Ic1aRZeMheJwYEVQiIfPe55KetkcZBUpTnGMUyRMVnUg7Iw1I44nJ8WnbHN6rBAIqQmnWpHoH9ZYKB/NUmEQRYOxrxThJEXb96IRCjEvDokQk/hXiJiEWGQecOC7CaJgY99Jtg73U/RA967oRRdGDBHqaARmcpHy5J9n4aDTs+L/MzoaqgXjuNIaivhmKqYFwsncb5wnueb4+oy+TpoPkdlkRgSWLy4NkfH8Jw/+GIRoVNgHOFtj0WEceqx1obOw5wWxJr3ZigluD/RhEahw7omVgTWJhGyqpJ2wivOgcmjRiRCIebVIRHKUCpiSQhluN6ZSgyFggrsHbU/ldzDxBiiufpBgUYUjDj685SavM8gP8fgrbLEDwL8iURSMqNpzkmcL7xIDK7VCmTdSv5KYkhgQUg0Ry8SQwhYJYwjS4/2o7QXQHYuDk9O694khuD+qEG6Og5Sgwlk6F9dEiFrVD1Wi7u55jBrQiIUYl4dEuEkMYbIVt+fTYwS9i4NqIwuJYZF1Vpjw7eMGP0FfoFGnCRGP8F/PL9IDEQz48TYNyLHEidxvvAiMWQYb0PHWiSGBJYJiXL0mcQoYxyxIov2+tTrD43Dk9OyWR02SIR7qhcC+jcc4QaAoX91SYQ7yYBOfRuYQNEc7jteMxIhE/PqkAjLiREpDEgyzdKnPDHK2DtWB+55jqoYdWzKEIkdBRJhgUY0iYEoxk46giax6DEClewn+NOlapkkhnASZ00e1wJSKrU6O2PIiv6mLCKUwDIhUY4+kxhljKPpMVQyUqlxuHRa9qqjJRFWObLEnpuH5c2aiYQ4Xs+9W7e+kxd8tQiJa45/KyK05cjG7aUXESb3aFjaigjtFbJpa0WEFq0VEVpzZOPWiggtWisitOfIxq0VEVq0piLCpof/fuMiRDp3HxzZuFmJxAJbR4DW6W9jaygiFA5mzHNLC6LTyWmYyyA6RZoGRKebIzrTyebLITpxC1eF6BS+2JKITpYCzSE6+cvSMKgicbJ5qUUmZHNjSUgQ+FVywH7TubkfvgZtNKsvLRE6edbWe4vobPaCTziYLtS1XScNxgkLZYWGWQ/R2Wf1q6tilr/I5o0Qnd2BH+qGiE6jrg2U51W2Ky+1yWtpbDJrq+eNKpxqLCKixOj3+4PMxNCGvfKITp4Fm6eqS0EKExpmPUQnJqsDGSegdplqRzZvhugMgeVbFdHJ6tRcXeuN5FMSJklOszdtMiEbW66uBeGm5GqMTxqAhHSdBpROfvO93Yslhrb8fbURnX42gB4z4UnTIkPDrInohLo25Z28AYS0TNtpguiENipxV0V0Ql0bpVrCjMSIWV0LgeMUe9MmE7KxcWJ40TjLnJKrLnXcPRc/w24DSicnBoTPHENb/r7aiM5AbafAcFEr3k0CQ8OsiegMRqHyeKcoGLgTde3KiE7oTFW6KqJzn0JdqBUlMVxDkpxib96/oVSWAS1bchVi5JSnNw2aUDqRGNsSEOuJ8aoiOiElTyLPx81qrIdMw6yJ6GS5cUI7uUP53AiJ0QjRCZRk4K+K6HTDkY6mEkPlJMkp9ub9SwxA2bbLriIqrvxsQulEYpiksp4YryqiEwRF8nJH+JldpmHWRXQqzBJOO9FPvpzT5s0QnYKSXBXRmaU4ktkqTwwhSZbZm1aZkI0tv8cIkm7JVRqidFWa/1yZ0onEMINY64nxyiI6A1bXuuBn0okxDbM2ojNRGZTr+Mt8wdcQ0RkqFbirIjrJU1bXcpeRJ4aQJEvsTatMyObG83yDTaHCkqs09ITMmH+uTunk9xjmQmErMb4FiE43p2EazuQKiM5ip0W0zeoibkB0Fk7N7bcEorM7rDiWO1+GNSZkc5t6k1x2tVsdyFplr/fN96uG6Gy1UvfIXnqt1Geffc/qAZpYO8+3vUI2ba261qK183xbc2Tj9tJ/j3GfrJ3n254jG7dWXWvRrCA6c15jkJM1V0B0hiIOhIZJHpbj37tFdBrveWfHoGLinM1ZEuaxf7n6zQtsSeqa20JE5y67XKjxVnGYAzRGEanNeb5RLyj0Fgwi6KlhHRlkcwdtIDoNrzENhKy5GqIzDJMMO7kyz3cfT0rvFtFpuKCREYJo+OHnLzxKNcf+mVdJo6yCiLkpW4zo5DdD+TNqb6V33/zGCRjVILCVGKwGxkttT5gNi41qzwvU8p95r3aK02YB0ekIrzGMhKy5EqITU/lCCysgTszz7d41olN85J1hGu/rFe/nDycAy6nE4Ln4vOboMTu2GNEJjVOmQgFbZiC5lHvRpQxvQF1nP2yu0y37y+S7lMEs3LFv+/62E1Ed7QKUKmhOR3B7IK2x27QipTMb8jCiRE2linDNOWdJ81ctFhCdBqOWGInTSohOUWnQTgzidAaI2B0jOnMonG8SA9MYByo2YE4DsHSmEsMCjs+iLUZ08nvlvZDBlu5e5kZJRL3oAhhntSFA7h513DrRe9b8hUgFpobk0n7g6LGni3nRQ0FzOlyx7lg74jatGGsv0ADulqipzqDvKZfPGafY2DsLiE5pIK4ha66G6JQ54Hknzf0D3oTeLaLT0JuLxBgqJ9ihXQXMKQBLXoF/JDGyeyQ6vwnRmarYo1G6gC1pnBH4kacXwTirjRNjV3lu2O3O6Jsb+Jsrt9SQyuzqrgqi0rzoguZ0MN2m1slY3MYKCIY0mk2ZmtqLomxXznnjQ6k0n+cbnUXOYl4J0SkYwWKe7yzTiXvHiM7ZxHBGTHTNwZyG9zWVGFAv0t1o81qwYosRnXQXmMV+KGBLajWDAHfQC2Cc1UYBink6WrfRdOEz/rLi2cVQiispdsNEuSYxYoPmdMxQyhG3IXShM6PLFjWEEjU1Uvg+VM5544lh4JncSnguYjStlRCdPKLi0TorouJYp8PsbhGdc4nhscYoB3NOEqPr5IkR6x3H1qzXzW0xojON1YCuLQK2pFZDDS0eLYJxVpt8IOBjznPHXo/hDEKni+HR0IcsENfCQUQ/aZSE2w5GczpFYojbAEXmiVGipvIYw7sPiTFBdDKvkRsNQJwrITq5Gwj4y24zz7d714hO8bGUGK5OKeY5mHOSGGSZsCXJs56yUAl2bDGiM8UnRv6ugC1THSLm0QIYZ7UhQDw1OcW1Z6fDkAftWQ/fj6ihuw+X+kplznaP50UfGjSnUySGuF1OjDI11RvQvnLO6VwF17YW0VnlyEtpyyA6VwVb3vELvs3zT1sRoS1HNm4vvYjwPlkrIrRXyKatFRFatFZEaM2RjVsrIrRorYjQniMbt1ZEaNEaiwjBCIxCFgd2A9HW1SAR8sMgkAhzyp0fM28QXzO6S5II+dlGUxKhERHys4yIN+yyfiXNEYT94o29GxSkRJxrUIuUt1ZjUV7qg97lsVN9eyouEyB8Nu9Elp5PL57n+x6QCBuLCP2eG/X7RkTIAMFVSIQ55U4Jb9Co9+6WRGjwh5486nM13lcEOQZvgriUdyCGFJZkteahXq9haBKp0Mv2RcDWnMtZMgSoy1NYxNrS49pXnkToiIjQ9wQguBKJUCh3mOcrMCLC+K5JhOIj7+yg/ScoTKUG6jcU7N10YoTQsMxLdTdkLCIEi4suKGHIToOZA9HZLbLuJQyJEXJiZIntxHhVSYS4TrkgETJAcDUSoVDuaCfmDbpqW8d3TSIUH83OdBphQIWp1ED9YsHeTSfGvRMRxvJ21MyAreLdgZf5cS/0a2i2qw19+wCCnjCwpAh59UmElNQlEeFqJEKh3CVuIfygxLhjEmEuCckTg3qWIFKpgfoJ9s6ZToyszqxxazeIY3rykyKyDadpHOqmMt10w8IfvuYOUkqMbeVaT4xXlUToINnl4xDwBlchEYrQKS5EhKORTtw7JhHOJoabUEeo0v5ERBjPJgZrhaP7oglhrRRiE6S5Dg+aVZevG03HGA9f8/Qo0UGgRhUd7kr2ypMI5fSCHcd8dbEKiZAvaZ5MrU4XuTTV0V2TCOcSI1Tg2OZQv6rEIC+pW7xHIkIaV7jkdyFQhR4vixJ32PgJwcPXhmnq0d1iSoNLa1/wveIkQu5beWJmNK2VSITClkTt5SLC+K5JhHOJMaQjqTSH+k0SAyLCKBcRoqu3VxuNDJGgcbcepfknDXGcqYTGr0o37dUkQNv5Z0NW7FtAIoRNQ//qkwidqZ2cDZMIq/2oWntf0iJ/YTYD4ytIkc3KbkmEyyZGKwm5Z/bSS0IG6h7hTtt5vq0VsmlrRYQWrZ3n25ojG7dWdm7R2nm+7TmycWtFhBZtHSRCwxtsRCKUvxqRCNPcqWVJhD5baeH2ePJ7BubnMLeqsNQPCtEF7ZUG/OBsux/Y+Th6SWMR4cxB83OY0YT06z4yMHJPLjq1dFaLRYQUQI7hEDVS50GzRdWkfRKh4Q02IREa3mAjEqEQ82qQCD1vlHnlsr3SY8lpmJ8zzdfwAB5Qk70G3AwjFUaZpSebS5kREU4dND+HGUxa/ftcnr2TOVRu42e/xhhjUbmGAsgxpLZRS6QZ35cXfJUkQuENNiIRGt5gExKhaQo1SITyel0gfpiaEq67Qrfzd6Zhfo4H2pezw2p488ov2JatvSDSjCxEhXYzV3qs3R3fG6Jr9KCSk1KEmhfO9D6rG4sIzUGZ0BeOfQ+CL+qHVYSD87mhi+6tkhjgVVHx2ch6YsBbDCmoL0LPTgH0OIas4glCIRJGkR8jehxPDqCBQ3I1eOO9seOreyIirCQRilSwEYlQeIPNSIRCzKtFIhTdCSB+NKTaHmDWsb6n4rEO0ymYH187lePvRyxBKqhlvDXewjIP2uj5BLGnRhFmFI5cDf2VlCKkQCoitNPSSiLCnNBHyR3zzMsM65Nzo8twMIcPutUevtbVvtpDytmA0xh/06TwFqqdLGI6IgUw5RiiXaUqFSJhoMIUGZNFPVcCKFJJrgbEtZd69vih9kmEhjfYiEQovMFGJEIh5tUjEUqPAYgf9WF+KDOe+uE4m4X5JexFz4ug52UsVtbrhbI10gmlbxs9HyP24BoFKfQh86XLHJdiqHn7zmDbSlVSJPKDGkJfCrGE7mNguwMeF58bJf08V+tWe/jaUPfdoE/dt/XEEG/x4trQESFYgIcpiwgNkRA9h2aEbRZJAAUOydWAHQPv3gylKkmEPDZsRCI0vMHGJMIwqEci5IMwxI+aMzXZAE57wTiYhflhUKForC138SyU6PqhbJ0nhrjpx4LYo3+DMTUptwe3pBRhIHV1OnCsGA+l5KBheeZlX7FedTuRc8NVbJXEwE5pEqhMzXe4q/oriSHepsmu7wodsUgMiYwQCQ3Yi1bsRxJAXiLV4PJw+94kRiWJkIF1zUiEzBsEVHB1EqEQ8+qRCJEYAvGjXibj+X+pew8lMcowv31w5NAXyMUzwZTzGKlg6yIx+LMn5TBizykSg24CRp6UYoBogSWxqhER8kENoQ8fKtF9G3VTdAw/lHOj809XSgw6337gxnSjYucVdZEY4q0DzZzQEWcSQ4iEk8TIIgmgLOFqMIlxb0SEVSRC5g02IxEyb7AxibAX1CQRIjEE4sefwslUwPuOJEYZ5ufSidAlbpRrIoOehsyRty4SA0upOxTE3iQxlMInwCjFJMYKrbTa+HGtHNQQ+pAYDs+8rEARNOdGC2ofEgGKleKLjK2hFPkrQEfx1gkHjqEjziSGk4sIJz0GB1CWcDW45gHN0pDq22wtJMJucxJhd3MkQi6i8tFV6Qizzi3b0PJyS/uLpre5LXxh1q38Wa9sCZBVweScv36dEdqatZutiLDaEc/ix8NTNp9we5ZmZHrpRYSJxXFQU2tFhPYK2bS1IkKL1ooIrTmycWtFhBatFRHac2Tj1ooILZplEiGggo4rer1aJEKBA2En2TwFPbAZidDlmRnrkAijIJhZHrvponuNMoMw9cg1MCumrQQCDAOysNi20oQh2MD4I98gqAWR8pd9PPH93zMxdHdtTeD87SERMlTQ6bNerx6J0AloJwBwZPO05+ENRhMSIe0EgUANEmGkQ2+GJaZdb4EKcIpB6AXU2INgtlZKIEByxvOiYtsqMwzBBsYv+ELPG9V4zdVbtpFD1ZahYrO90NLz5W8PiVCggtSSwfKoRSIE9sXDfDiyOR5Qew1JhMp1drbrkAhDzAYVoO+KXMi00whitsyDaDBFxxV6fjoOpf3nDMKUJYeBG1Lmp4zRc3kqOF9AgAzMcwp6DfViPm1L6UobmgNFppsyDMFiqcfdIH505Sh8bDB9F1xmi+mMKZxSCh/G+J4XKF0zF4hw10mMPt5foqaUtanGviUkQoEKRirAK+56JEIKdzignWRzCA/SZiTCKMlUv1uHRLitE4jipYdhNUWqPep8MJ/jwON5dPvyp1MwCF1sEUE3GI/8uGDiCSJPGWAeKjfY3d1N0XFo2pb3cs2BEi8B1yeX/xVLewN0lioZs/gPR+FjQ3O4oBfjxPCicZZJKeYwxndTIPsoBabK21/6WTGkAXHAM0ZmS09QdrN9e0iEAhUMRqHy6pIIfcomRTvJ5iqLw6QZiZAqPh5EtUiEw91MB1AYuKyG4vkOcexejJEQz4SIGe/5ImsYhC5YSx5jjag7ZIwetChCLVSxAPOweeb7dA0HI4a2xay9w/xAkbOLmOQMQbN0BzENfVyco8QchY9NDi2qfU6MLMOcdqYUHMb4bgoUbp8UyGrCWolBFetC12Sn+X17SIQMFTTNoy6JMPUYXyibgyypm5EIocH1a5EI0V1Q1Sj0YBD9hYG5x1AxNQbfH0qySJUZBmGsMj/JE0MweubrEcY6CTDPyYdS2CDEtjEm4y4OxPcxOUOwWEplIDEokVV+FP6yRUeLXoSZoVSktx0pRQ6T+84FGm4fF8hqwuUTA9XnJSwhtiaT/5aQCAUqSJUSBnVJhICEhbSTbE5bRb1mJMIh3ffXIxH6+KiIjk1HoHuSiC61oL5xa/T3WJtaSgzDIKSruFv0GILRKyeGAPOcPDG6OupmGEol/OWQHMgkRs4QLJaaxAgdfz8/Ch97seYwv8cIki6XMpTD5L5LgcztkwJphJnWSQyuPrp36zbmfRb+fktIhAIVjBIaCdUlEUZqsN/FfS1v7iaqFzUkEXo9ldUiEbr71G+PnTiD6G9Xq1HgZFpaY7yPA5QTwzAI3SRJRn6eGIzRKyeGAPNo60yzlDHqqQG2JX8zVw5UJIZhCBZLTWIgZPlR+NjRwraMSGAlXZGkFDlM7rsUyNw+KdCFmnDJxECAogFVLOYCsKSu/TaRCOWvVUiE3Xwn2Zz+vXsSoTucbCnbFBtWNAXj6PSyuY2m/8xPZKb0qZVTS2nsNLMMn01V2vQLs6qTKK+Rn8tK8WZryoa1JMLFB7+3IsJ7Y3PfagaLHuu/9CLCV4dE+LAVEd4ja0WEFq2ZiLBNjPtkbWJYNLjVighbEeHtZbciwqUTg59KNT389xsXIR903gdHNm5WIrHA1hGgdfrb2BqKCKsQnQYgtgyiU2YR9vlxLqsoc0SnwWoug+jELdwMorO803KITjOjUgk0WF4ZTTl9X2YWmzNEYm1cUA4QKtagTy0YOFj3FtHZ7AVfJaLTcRKIL+ohOv3MG6QFojNVY6hMVkR0lneqgegENyEP7DSHZSoxzIxP99CqEJ3WjAOEihX0qQ37tiE6qREOaiM6tcsIJIPoDPf4neiKiM7yTnUQnWnS5wk2qQcD63HCjYy2nTDIv9TH5JnM1uQN75OVEZ3cTYZjCFO9rmFZumGD6Zd5nm9UrD3Y37cN0Rkn2wOnJqKz2xtCoJcjOmMVUBtfFdFZ3qkOohMqNpYDZaGnYuZG4pBJtOeFWZqZRuXmbE3e0Fo9WLASotNwQZNwqJhuySzLxI+SlR2mAEnFCvrUkr/fKkRnEscDpy6i01e+GhSITk+Fmd8A0VnsVAvRqaOYrjgQNcbUJws3MvOGino6T+3mIUdiMFuTN7RWDxashOgsuKA8x3cqLMs4bjDKwiUMFSvoU1v+fpsQnZTSiQ5qIzrjcZQViE5RTa+M6JzsVAfR6aksSxLuwTBYFW4kdQo+hoBRoEs9BpPSEnvafztWQnROuKA8x7eQybLEDxokhlSsoE9t+fttQnTS5ZbSuy6iM0MdFohOSoNtNcxWRHSWdqqD6MTcD129TYkQ4Q6l4EbGlBghFIIOS6mKxOANbT4HaWolRKfhgg5x+XX1tmlB+GBq1cIfviYVK+hTW/5+qxCd+EDJqYvojFQSTBCdQ7p0R6siOss71UB0yvA8CNx9SIDVyHAj/QQPDYaDATSvZh5ySQze8D49oyohOg0XdIibsl5o6JaBSvZXvaTKewyMkRl9asvfbxmic+6vwpZGdM5tu2ixfURntckQZbniNmMv/ZvvVwfR+W0Drv1xs8Os11564Npnn1ktv5E1AK61iM57Zq2I0KI1RHS232PcI3vpv8e4T9bge4xWXXvf7KW/x7hPZhnRCVEYlILQItVCdE52YhCnUVusiOiUnQTHWQfR6UT9yiB5lS8sogC34uEKs27Ja0G3n83r4/pVt/eitIsi80ewSKpEkeiy6iYNpraILXwZxxPHcPUJ+tSG8VO0KIBa8BZSKG20VxmaBdZtPqmhVUQngzjdfr8/yGoiOic7MYhznHg8ffBqiE7ZSXCcNRCdeLJbGdDqxPDxzDfWWf2Yy9vFJPP8ORRBieo5MUMl4zdAsfKjYME3oIiE1t25z1+tEDUpQFJ9gj61YRhKAQukdm8TYPUBD6oxBbONaXBtIjoFxIkJS+OaiM5iJwPiTJ0wWxXRKTsJjrMOotPZGfh7rFXzhyX0I10lMbMyXaYnoEzs4ScJHupn5cXMmuRrqmcU+V7oxzyzt1AmwZRMwdrAq0Sq8CjfbE9kcuFQDsVLIfrD2ZYTI8O/C4TlnBgQDSiVlvifkfaLo0R8Uuh8qrN9sXFNAS8h6FMbhhd8uDSkAVVPCSoaIZAAorocNLI+3pzoaEJKzcMqARfMqZwjc0xHFl5B2kR0CojTwWx1dRGdxU5DeWXmA8G3IqKTdxIcZx1EJ2Ux6FSB8hIdBsEE/QheUegnZVAmPPQpkxOodCaLmTXJ11TIhDHpN5Wkg1A5hjIJpmSc8MAh6AVj+q/ZjDpXvFEGcSfEtNxYGmYR50E5MW6CAHJihJjxXqUl/meqveIoEZ9UNKiBICzVFKrPoE9tGC5pmfwk5yZQUQMfSvoSNAeJ4breNClVwioBF8xpHnBoRbLmfZpNRKeZT44BazURnZOdODG6u0mwOqITOznCkKqB6HSZ5uoEffRWaTJBPwYepI87ZVCmg4ZKg32qzfJiZk0OGcQJ7m0WmhlStWsok4zuNEIt2lSlxWZO5tHFWMV8KFm6qyhgzlRidKsHe0UkqL33ukGk0jL/U7vFUeSkuipdCOFZZIxqpOoT9GnNnRf6Gxq8u4pLUFGTGDRq4KDR6r7WeuDltNHUKcIqcE8+TXOOXA8bH0rNIDpNYjARsC6iM99JhB8uBLCrIjp5J0eogzUQnUZEyPRyyqIcZokRIKuwyqBMPssoCUMM9CaLmTUJzORuMFa0OxajBLqGFZRJkxh8R7032Yzco9OgxMChZCkN/vRsjwFBlxNWf3XAieFSt0Ntp8z/1G5xFDkpKqs2TFAQnTtK0Kc1d642kAjRHIaBmwNLGSqKkSlPUi5Bc8xQigJcIqVKWPuT+cwnkVSbT4wZRKdJDIx16iI6851KIM6VEZ28k8NJUAfRiTbn6jRPDIN+5MSIEjfuTYEy0Tq6irrurLxYWJMDz00CpG8wSYwJZVIJr5P6p6677xeb4c5gG7hbHCrmpWHIEOmpxOA5PxZ0G5IYIYZxaZn/qePJUfikMDFx3Rvyh69J9Qn6tObO1caPTXwXowi+IORQ0YBnUYeAjoPmFIlRJqVKWCXgvGRyjpQYFtRcNhGdJjGYn1oT0ZnvVIA4k5URnWYnToIaiM5twfsHRWII+pETo7tHB5gCZXJD3UtokFxeLKxJOs2MpwjP3KIGJ5RJ5YR8BhE5Rj1bvpnIFekmFIeSpdR8e7wlK+18/Js6fYVBRaVRJCgxhhpqxzL/M6PReX4UPinKj7othxGdXH2MPq2590J/6UKm9T6AnCWoaKpVxq1dguYUOvcyKVXCKgGXJcU50o2abtxlWEZ0FlYb0Tm7k9MY0Tnj1BKIzlkr79KdP/SikunemmmTM7JKd3YHtwLJmR9Klg6r7nIXtcqZF2YzIZuCjXbrfktSrql5XOZqZvwtipsUPqnu2WPNkzqrUZ1Ls0cXOteKCC05UrJ/+uynn33PVmFLW41I/PHDn9Ytu521tUZiPHz48PsPG9j3S/9usgw7hWza1nkS6yj7Xgcdbq0uIuzcmFO3m4UirJRhp5BN2zpPYh1l3+ug3+rcjfcYVhpk08jYKMNOIZu2dZ7EOsq+10G/zbkbn0r9fvMG2bwIK2XYKWTTts6TWEfZ9zrotzh343uM1lr7tlqbGK21VmFtYrTWWoW1idFaaxXWJkZrrVVYmxittVZhbWK01lqFtYnRWmsV1iZGa61VWJsYrbVWYW1itNZahbWJ0VprFdYmRmutVVibGK21VmFtYrTWWoX9/wHpMfNdC9jsVgAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<pdfplumber.display.PageImage at 0x102f22020>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "im.debug_tablefinder()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "---\n",
    "\n",
    "---"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.10.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}