notebooks/Zeff_tutorial.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Importing zeff and modules for demonstrations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:03.906083Z",
     "start_time": "2019-07-17T01:09:03.047536Z"
    }
   },
   "outputs": [],
   "source": [
    "import zeff\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from mendeleev.fetch import fetch_table\n",
    "from mendeleev import element\n",
    "import numpy as np\n",
    "import pandas as pd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "zeff.__version__"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The module matplotlib is for plotting. The others are going to be used in some examples."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Data summary for an element"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`zeff.elem_data('element symbol')` returns a table (actually a Pandas DataFrame) with the the first and second quantum numbers of each orbital in the element electron configuration; Slater and Clementi screening constants; Slater and Clementi effective nuclear charge; total shielding percentage."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
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    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:03.971249Z",
     "start_time": "2019-07-17T01:09:03.907555Z"
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       "      <th>% S Slater</th>\n",
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      "text/plain": [
       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s          6.7       0.3    4.285714         6.6651   \n",
       "1  2  s      0      2s          3.9       3.1   44.285714         3.8474   \n",
       "2  2  p      1      2p          3.9       3.1   44.285714         3.8340   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.3349      4.784286  \n",
       "1      3.1526     45.037143  \n",
       "2      3.1660     45.228571  "
      ]
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     "execution_count": 3,
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   "source": [
    "zeff.elem_data(\"N\")"
   ]
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       "      <th>Zeff Slater</th>\n",
       "      <th>S Slater</th>\n",
       "      <th>% S Slater</th>\n",
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      ],
      "text/plain": [
       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s          6.7       0.3    4.285714         6.6651   \n",
       "1  2  s      0      2s          3.9       3.1   44.285714         3.8474   \n",
       "2  2  p      1      2p          3.9       3.1   44.285714         3.8340   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.3349      4.784286  \n",
       "1      3.1526     45.037143  \n",
       "2      3.1660     45.228571  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"N\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "SlaterInfo(effective_nuclear_charge=[1.0], screening_values=[0.0], screening_percentage=[0.0])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.slater(\"H\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "ClementiInfo(effective_nuclear_charge=[1.0], screening_values=[0.0], screening_percentage=[0.0])"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.clementi(\"H\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s          1.0       0.0         0.0            1.0   \n",
       "\n",
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       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s          2.7       0.3   10.000000         2.6906   \n",
       "1  2  s      0      2s          1.3       1.7   56.666667         1.2792   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.3094     10.313333  \n",
       "1      1.7208     57.360000  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"Li\")"
   ]
  },
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      "text/plain": [
       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s        14.70      0.30    2.000000        14.5578   \n",
       "1  2  s      0      2s        10.85      4.15   27.666667         9.8250   \n",
       "2  2  p      1      2p        10.85      4.15   27.666667        10.9612   \n",
       "3  3  s      0      3s         4.80     10.20   68.000000         5.6418   \n",
       "4  3  p      1      3p         4.80     10.20   68.000000         4.8864   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.4422      2.948000  \n",
       "1      5.1750     34.500000  \n",
       "2      4.0388     26.925333  \n",
       "3      9.3582     62.388000  \n",
       "4     10.1136     67.424000  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"P\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
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       "      <td>1s</td>\n",
       "      <td>14.70</td>\n",
       "      <td>0.30</td>\n",
       "      <td>2.000000</td>\n",
       "      <td>14.5578</td>\n",
       "      <td>0.4422</td>\n",
       "      <td>2.948000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>2s</td>\n",
       "      <td>10.85</td>\n",
       "      <td>4.15</td>\n",
       "      <td>27.666667</td>\n",
       "      <td>9.8250</td>\n",
       "      <td>5.1750</td>\n",
       "      <td>34.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>2p</td>\n",
       "      <td>10.85</td>\n",
       "      <td>4.15</td>\n",
       "      <td>27.666667</td>\n",
       "      <td>10.9612</td>\n",
       "      <td>4.0388</td>\n",
       "      <td>26.925333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>3s</td>\n",
       "      <td>4.80</td>\n",
       "      <td>10.20</td>\n",
       "      <td>68.000000</td>\n",
       "      <td>5.6418</td>\n",
       "      <td>9.3582</td>\n",
       "      <td>62.388000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>3p</td>\n",
       "      <td>4.80</td>\n",
       "      <td>10.20</td>\n",
       "      <td>68.000000</td>\n",
       "      <td>4.8864</td>\n",
       "      <td>10.1136</td>\n",
       "      <td>67.424000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s        14.70      0.30    2.000000        14.5578   \n",
       "1  2  s      0      2s        10.85      4.15   27.666667         9.8250   \n",
       "2  2  p      1      2p        10.85      4.15   27.666667        10.9612   \n",
       "3  3  s      0      3s         4.80     10.20   68.000000         5.6418   \n",
       "4  3  p      1      3p         4.80     10.20   68.000000         4.8864   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.4422      2.948000  \n",
       "1      5.1750     34.500000  \n",
       "2      4.0388     26.925333  \n",
       "3      9.3582     62.388000  \n",
       "4     10.1136     67.424000  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"P\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
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       "      <td>2</td>\n",
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       "      <th>2</th>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
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       "      <td>s</td>\n",
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       "      <td>3s</td>\n",
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       "      <td>14.9610</td>\n",
       "      <td>13.0390</td>\n",
       "      <td>46.567857</td>\n",
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       "      <th>4</th>\n",
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       "      <td>73.035714</td>\n",
       "      <td>12.5295</td>\n",
       "      <td>15.4705</td>\n",
       "      <td>55.251786</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>s</td>\n",
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       "      <td>4s</td>\n",
       "      <td>4.05</td>\n",
       "      <td>23.95</td>\n",
       "      <td>85.535714</td>\n",
       "      <td>5.7108</td>\n",
       "      <td>22.2892</td>\n",
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       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s        27.70      0.30    1.071429        27.3526   \n",
       "1  2  s      0      2s        23.85      4.15   14.821429        20.2126   \n",
       "2  2  p      1      2p        23.85      4.15   14.821429        24.0952   \n",
       "3  3  s      0      3s        16.75     11.25   40.178571        14.9610   \n",
       "4  3  p      1      3p        16.75     11.25   40.178571        14.0850   \n",
       "5  3  d      2      3d         7.55     20.45   73.035714        12.5295   \n",
       "6  4  s      0      4s         4.05     23.95   85.535714         5.7108   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.6474      2.312143  \n",
       "1      7.7874     27.812143  \n",
       "2      3.9048     13.945714  \n",
       "3     13.0390     46.567857  \n",
       "4     13.9150     49.696429  \n",
       "5     15.4705     55.251786  \n",
       "6     22.2892     79.604286  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"Ni\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
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       "      <td>4.1146</td>\n",
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       "      <td>17.5802</td>\n",
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       "      <td>42.3</td>\n",
       "      <td>35.7417</td>\n",
       "      <td>14.2583</td>\n",
       "      <td>28.5166</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
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       "      <td>55.5</td>\n",
       "      <td>22.6580</td>\n",
       "      <td>27.3420</td>\n",
       "      <td>54.6840</td>\n",
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       "      <td>55.5</td>\n",
       "      <td>21.2652</td>\n",
       "      <td>28.7348</td>\n",
       "      <td>57.4696</td>\n",
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       "      <td>78.3</td>\n",
       "      <td>17.9700</td>\n",
       "      <td>32.0300</td>\n",
       "      <td>64.0600</td>\n",
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       "      <td>39.3715</td>\n",
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       "    n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0   1  s      0      1s        49.70      0.30         0.6        48.9920   \n",
       "1   2  s      0      2s        45.85      4.15         8.3        36.8594   \n",
       "2   2  p      1      2p        45.85      4.15         8.3        45.8854   \n",
       "3   3  s      0      3s        38.75     11.25        22.5        32.4198   \n",
       "4   3  p      1      3p        38.75     11.25        22.5        32.3532   \n",
       "5   3  d      2      3d        28.85     21.15        42.3        35.7417   \n",
       "6   4  s      0      4s        22.25     27.75        55.5        22.6580   \n",
       "7   4  p      1      4p        22.25     27.75        55.5        21.2652   \n",
       "8   4  d      2      4d        10.85     39.15        78.3        17.9700   \n",
       "9   5  s      0      5s         5.65     44.35        88.7        10.6285   \n",
       "10  5  p      1      5p         5.65     44.35        88.7         9.1020   \n",
       "\n",
       "    S Clementi  % S Clementi  \n",
       "0       1.0080        2.0160  \n",
       "1      13.1406       26.2812  \n",
       "2       4.1146        8.2292  \n",
       "3      17.5802       35.1604  \n",
       "4      17.6468       35.2936  \n",
       "5      14.2583       28.5166  \n",
       "6      27.3420       54.6840  \n",
       "7      28.7348       57.4696  \n",
       "8      32.0300       64.0600  \n",
       "9      39.3715       78.7430  \n",
       "10     40.8980       81.7960  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"Sn\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
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       "      <td>11.25</td>\n",
       "      <td>12.228261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>3p</td>\n",
       "      <td>80.75</td>\n",
       "      <td>11.25</td>\n",
       "      <td>12.228261</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>3d</td>\n",
       "      <td>70.85</td>\n",
       "      <td>21.15</td>\n",
       "      <td>22.989130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>4s</td>\n",
       "      <td>64.25</td>\n",
       "      <td>27.75</td>\n",
       "      <td>30.163043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>4p</td>\n",
       "      <td>64.25</td>\n",
       "      <td>27.75</td>\n",
       "      <td>30.163043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>4d</td>\n",
       "      <td>38.85</td>\n",
       "      <td>53.15</td>\n",
       "      <td>57.771739</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>4</td>\n",
       "      <td>f</td>\n",
       "      <td>3</td>\n",
       "      <td>4f</td>\n",
       "      <td>41.45</td>\n",
       "      <td>50.55</td>\n",
       "      <td>54.945652</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>5</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>5s</td>\n",
       "      <td>34.35</td>\n",
       "      <td>57.65</td>\n",
       "      <td>62.663043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>5</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>5p</td>\n",
       "      <td>34.35</td>\n",
       "      <td>57.65</td>\n",
       "      <td>62.663043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>5</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>5d</td>\n",
       "      <td>17.85</td>\n",
       "      <td>74.15</td>\n",
       "      <td>80.597826</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5</td>\n",
       "      <td>f</td>\n",
       "      <td>3</td>\n",
       "      <td>5f</td>\n",
       "      <td>13.30</td>\n",
       "      <td>78.70</td>\n",
       "      <td>85.543478</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>6s</td>\n",
       "      <td>11.70</td>\n",
       "      <td>80.30</td>\n",
       "      <td>87.282609</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>6</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>6p</td>\n",
       "      <td>11.70</td>\n",
       "      <td>80.30</td>\n",
       "      <td>87.282609</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>6</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>6d</td>\n",
       "      <td>3.00</td>\n",
       "      <td>89.00</td>\n",
       "      <td>96.739130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>7</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>7s</td>\n",
       "      <td>3.00</td>\n",
       "      <td>89.00</td>\n",
       "      <td>96.739130</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0   1  s      0      1s        91.70      0.30    0.326087            NaN   \n",
       "1   2  s      0      2s        87.85      4.15    4.510870            NaN   \n",
       "2   2  p      1      2p        87.85      4.15    4.510870            NaN   \n",
       "3   3  s      0      3s        80.75     11.25   12.228261            NaN   \n",
       "4   3  p      1      3p        80.75     11.25   12.228261            NaN   \n",
       "5   3  d      2      3d        70.85     21.15   22.989130            NaN   \n",
       "6   4  s      0      4s        64.25     27.75   30.163043            NaN   \n",
       "7   4  p      1      4p        64.25     27.75   30.163043            NaN   \n",
       "8   4  d      2      4d        38.85     53.15   57.771739            NaN   \n",
       "9   4  f      3      4f        41.45     50.55   54.945652            NaN   \n",
       "10  5  s      0      5s        34.35     57.65   62.663043            NaN   \n",
       "11  5  p      1      5p        34.35     57.65   62.663043            NaN   \n",
       "12  5  d      2      5d        17.85     74.15   80.597826            NaN   \n",
       "13  5  f      3      5f        13.30     78.70   85.543478            NaN   \n",
       "14  6  s      0      6s        11.70     80.30   87.282609            NaN   \n",
       "15  6  p      1      6p        11.70     80.30   87.282609            NaN   \n",
       "16  6  d      2      6d         3.00     89.00   96.739130            NaN   \n",
       "17  7  s      0      7s         3.00     89.00   96.739130            NaN   \n",
       "\n",
       "    S Clementi  % S Clementi  \n",
       "0          NaN           NaN  \n",
       "1          NaN           NaN  \n",
       "2          NaN           NaN  \n",
       "3          NaN           NaN  \n",
       "4          NaN           NaN  \n",
       "5          NaN           NaN  \n",
       "6          NaN           NaN  \n",
       "7          NaN           NaN  \n",
       "8          NaN           NaN  \n",
       "9          NaN           NaN  \n",
       "10         NaN           NaN  \n",
       "11         NaN           NaN  \n",
       "12         NaN           NaN  \n",
       "13         NaN           NaN  \n",
       "14         NaN           NaN  \n",
       "15         NaN           NaN  \n",
       "16         NaN           NaN  \n",
       "17         NaN           NaN  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"U\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:04.540280Z",
     "start_time": "2019-07-17T01:09:04.275774Z"
    }
   },
   "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>n</th>\n",
       "      <th>l</th>\n",
       "      <th>l_num</th>\n",
       "      <th>Orbital</th>\n",
       "      <th>Zeff Slater</th>\n",
       "      <th>S Slater</th>\n",
       "      <th>% S Slater</th>\n",
       "      <th>Zeff Clementi</th>\n",
       "      <th>S Clementi</th>\n",
       "      <th>% S Clementi</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>1s</td>\n",
       "      <td>46.70</td>\n",
       "      <td>0.30</td>\n",
       "      <td>0.638298</td>\n",
       "      <td>46.0423</td>\n",
       "      <td>0.9577</td>\n",
       "      <td>2.037660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>2s</td>\n",
       "      <td>42.85</td>\n",
       "      <td>4.15</td>\n",
       "      <td>8.829787</td>\n",
       "      <td>34.6342</td>\n",
       "      <td>12.3658</td>\n",
       "      <td>26.310213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>2p</td>\n",
       "      <td>42.85</td>\n",
       "      <td>4.15</td>\n",
       "      <td>8.829787</td>\n",
       "      <td>42.9194</td>\n",
       "      <td>4.0806</td>\n",
       "      <td>8.682128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>3s</td>\n",
       "      <td>35.75</td>\n",
       "      <td>11.25</td>\n",
       "      <td>23.936170</td>\n",
       "      <td>30.0312</td>\n",
       "      <td>16.9688</td>\n",
       "      <td>36.103830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>3p</td>\n",
       "      <td>35.75</td>\n",
       "      <td>11.25</td>\n",
       "      <td>23.936170</td>\n",
       "      <td>29.8086</td>\n",
       "      <td>17.1914</td>\n",
       "      <td>36.577447</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>3d</td>\n",
       "      <td>25.85</td>\n",
       "      <td>21.15</td>\n",
       "      <td>45.000000</td>\n",
       "      <td>32.5398</td>\n",
       "      <td>14.4602</td>\n",
       "      <td>30.766383</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>4s</td>\n",
       "      <td>19.25</td>\n",
       "      <td>27.75</td>\n",
       "      <td>59.042553</td>\n",
       "      <td>19.8648</td>\n",
       "      <td>27.1352</td>\n",
       "      <td>57.734468</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4</td>\n",
       "      <td>p</td>\n",
       "      <td>1</td>\n",
       "      <td>4p</td>\n",
       "      <td>19.25</td>\n",
       "      <td>27.75</td>\n",
       "      <td>59.042553</td>\n",
       "      <td>18.5624</td>\n",
       "      <td>28.4376</td>\n",
       "      <td>60.505532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4</td>\n",
       "      <td>d</td>\n",
       "      <td>2</td>\n",
       "      <td>4d</td>\n",
       "      <td>7.85</td>\n",
       "      <td>39.15</td>\n",
       "      <td>83.297872</td>\n",
       "      <td>14.7628</td>\n",
       "      <td>32.2372</td>\n",
       "      <td>68.589787</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5</td>\n",
       "      <td>s</td>\n",
       "      <td>0</td>\n",
       "      <td>5s</td>\n",
       "      <td>3.70</td>\n",
       "      <td>43.30</td>\n",
       "      <td>92.127660</td>\n",
       "      <td>6.7555</td>\n",
       "      <td>40.2445</td>\n",
       "      <td>85.626596</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   n  l  l_num Orbital  Zeff Slater  S Slater  % S Slater  Zeff Clementi  \\\n",
       "0  1  s      0      1s        46.70      0.30    0.638298        46.0423   \n",
       "1  2  s      0      2s        42.85      4.15    8.829787        34.6342   \n",
       "2  2  p      1      2p        42.85      4.15    8.829787        42.9194   \n",
       "3  3  s      0      3s        35.75     11.25   23.936170        30.0312   \n",
       "4  3  p      1      3p        35.75     11.25   23.936170        29.8086   \n",
       "5  3  d      2      3d        25.85     21.15   45.000000        32.5398   \n",
       "6  4  s      0      4s        19.25     27.75   59.042553        19.8648   \n",
       "7  4  p      1      4p        19.25     27.75   59.042553        18.5624   \n",
       "8  4  d      2      4d         7.85     39.15   83.297872        14.7628   \n",
       "9  5  s      0      5s         3.70     43.30   92.127660         6.7555   \n",
       "\n",
       "   S Clementi  % S Clementi  \n",
       "0      0.9577      2.037660  \n",
       "1     12.3658     26.310213  \n",
       "2      4.0806      8.682128  \n",
       "3     16.9688     36.103830  \n",
       "4     17.1914     36.577447  \n",
       "5     14.4602     30.766383  \n",
       "6     27.1352     57.734468  \n",
       "7     28.4376     60.505532  \n",
       "8     32.2372     68.589787  \n",
       "9     40.2445     85.626596  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"Ag\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Since it is a Pandas DataFrame, we can use some Pandas data manipulation. The code below returns the effective nuclear charge (Slater method) for the last orbital of the element silver. Compare with the value from the table above."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:04.812118Z",
     "start_time": "2019-07-17T01:09:04.541727Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3.700000000000003"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "zeff.elem_data(\"Ag\")[\"Zeff Slater\"].iloc[-1]\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Mendeleev package has a function called `element`, imported at the beginning. It can be used to convert an integer (the atomic number) to an element name or symbol."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:05.176486Z",
     "start_time": "2019-07-17T01:09:04.813589Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'O'"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "element(8).symbol\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using `element(Z).symbol` where `Z` is an integer (atomic number), the code below generates Pandas DataFrames for the first 36 elements (4 first rows of the periodic table) and takes the effective nuclear charge (both methods) at the last orbital for each element. Then a plot of each method Zeff versus Z is show."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:10.303146Z",
     "start_time": "2019-07-17T01:09:05.179215Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Z = np.arange(1, 37)\n",
    "Zeff_Slater = [zeff.elem_data(element(int(i)).symbol)[\"Zeff Slater\"].iloc[-1] for i in Z]\n",
    "Zeff_Clementi = [\n",
    "    zeff.elem_data(element(int(i)).symbol)[\"Zeff Clementi\"].iloc[-1] for i in Z\n",
    "]\n",
    "\n",
    "fig1, ax = plt.subplots(nrows=1, ncols=1, figsize=(12, 6))\n",
    "\n",
    "ax.axhline(color=\"gray\", zorder=-1)\n",
    "ax.axvline(color=\"gray\", zorder=-1)\n",
    "ax.grid(which=\"major\", linestyle=\"-\", linewidth=2)\n",
    "ax.minorticks_on()\n",
    "ax.grid(which=\"minor\", axis=\"y\", linestyle=\":\", linewidth=1.0)\n",
    "ax.grid(which=\"minor\", axis=\"x\", linestyle=\":\", linewidth=1.0)\n",
    "ax.tick_params(which=\"both\", labelsize=14)\n",
    "\n",
    "fontsize = 15\n",
    "linewidth = 4\n",
    "x = Z\n",
    "y1 = Zeff_Slater\n",
    "y2 = Zeff_Clementi\n",
    "ax.set_ylabel(\"Effective nuclear charge\", size=fontsize)\n",
    "ax.set_xlabel(\"Atomic Number\", size=fontsize)\n",
    "\n",
    "ax.plot(x, y1, linewidth=linewidth, label=\"Zeff Slater\")\n",
    "ax.plot(x, y2, linewidth=linewidth, label=\"Zeff Clementi\", linestyle=\"--\")\n",
    "\n",
    "ax.legend(fontsize=fontsize - 1, loc=\"best\", shadow=False, fancybox=True)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Plots: Effective nuclear charge per orbital"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's take the second row elements as an example of the plot functions for effective nuclear charge."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using Slater Zeff values. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:11.860740Z",
     "start_time": "2019-07-17T01:09:10.305046Z"
    },
    "code_folding": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig2, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_slater_zeff(\"Li\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"Be\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"B\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"C\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"N\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"O\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"F\", ax=ax)\n",
    "zeff.plot_slater_zeff(\"Ne\", ax=ax)\n",
    "\n",
    "fig2.subplots_adjust(top=0.90)\n",
    "fig2.suptitle(\n",
    "    \"Effective nuclear charge per orbital - Slater - 2nd row elements\", fontsize=20\n",
    ")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Using Clementi Zeff values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:13.456041Z",
     "start_time": "2019-07-17T01:09:11.862565Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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C1NSU8+fPaxNcvr6+TJw4kZSUFCwtLZk8eTIdOnSgePHiXLhwge+++47JkycbHMFU0O+xuXPncv78eTp06MD48eOpWLEid+/eZeXKlRw9epTr168zcOBAjh8/nulDakJCAj179uTixYuYmpri7u5Oly5dqFKlCklJSZw6dYply5bx+PFj3Nzc8PHxoXLlyjrjiIuLY+jQoTx79ozp06fz1ltvYWlpydWrV7OdRJ4wYYL2i1C9evV4//33qVWrFhEREezcuZPNmzfz4MEDevbsyZkzZyhfvnyW+3rnnXcICAhg6NCh9O/fX/sa1DVV6/Lly2zfvp0yZcowbdo0mjZtyrNnzzh06BA//vgjCQkJjB07lipVqtC4cWOj7kuTJk3w8/PTe10DMozWSUlJwd7enh49etCqVStcXV2xtLTk4cOHXLx4keXLlxMWFsaHH35IjRo1aN++vVGxFJaTJ09q/21oZGpeyIvzcprDhw9z7tw5mjdvzqRJk6hevTphYWH89NNPHD58GF9fX7777jvs7e1Zvnw5nTt3ZvTo0VSuXJn79+/z3Xff4efnxx9//MG6det4++23Mx3j9u3bdO3alejoaGxtbZkwYQJNmzalYsWKhIeH4+XlxZo1azh//jyDBg3ijz/+yLJMQEBAALt27cLR0ZH333+fxo0bo6oqR44c4fvvv+fZs2dMnjyZdu3aUaZMGW0/Pz8/Hjx4oJ1S9sUXX2T6LJS+fVGU/nVo6Aeb3Hx2uXPnjjbBZGJiwtixY+nbty8lS5bkypUrLFy4kK+++sroc4gxfvzxR65evUqrVq20I3GjoqIyJB5yc15t3bq19t9//fWX3iQTpI4Kez7JlDY6zMzMjJYtW2b7PoaHh9OxY0fu3r1L8eLFGTNmDK1bt8bZ2ZnY2Fj+/PNPfvrpJ27fvk2/fv04depUtqfayrkj/88db7/9Ng8ePKBYsWKMGTOGzp07U65cOTQaDffu3cPPz4/9+/dn63kTL7G4uDhV/uTv999/VwEVUMePH6/6+fkZ/IuKisq0nxUrVmj3c+3atSyPN2zYMBVQK1eunGWbffv2aff1008/6WwTHh6utmvXTruv6OjoDNu3b9+u3Ufz5s3Ve/fuZXm8wMDATLel9Z05c6bex+/atWvatitWrMiwLTo6Wi1TpowKqF27ds1yH7t379buY926dRm2hYSEqCVLllQBdeTIkZnuZ9rfxx9/rAKqiYmJ6u/vn6vXAaB+8cUXmdrExsaqHTp0UAHVzMxMDQ4OztSmTZs2KqC2adNG7/FmzpypPZau59bJyUkFVEtLS/X333/P1nOn7zUWFRWlOjs7q4DaqVMn9fHjxzr3+8MPP2jj27dvX6btly5d0nv/9u/fr5qYmOh9Dad/vNu3b69GRERk+3lL//fee+9p9zdx4kQ1NjZWZ7vIyEj1n3/+yXBb+vcvoK5evTpTv4iICPW1115TAbVUqVI6X4vXrl3TeX5I+/v777/V8uXLq4A6ePBgnW3SXkOA6uTkpN64cSPL/dWvX18F1OLFi6vHjx/PtD0oKEh1cXHR7k/Xa6Kw3mNjx47V2W7UqFHaNosWLcoyDjs7O/XkyZM693H9+nXV0dFRBVR3d/cs3yOAam1trZ4+fTpXr71du3ZleC1HRkbqfU/1798/0/bnX4NZvW/S/ipXrpzheb19+3amNl5eXqqZmZkKqE2aNNH5es3q/P18TPqua3FxcerNmzezPJ/ExcWp9+/fV+vWrasC6htvvKGzjb7zYkH/FStWTAXU8uXL58n+CuK8nP7107dvX/XJkycZtj958kRt1qyZCqg2NjaqhYWF+u6772baz+PHj7Wvr7p16+qMpUWLFiqgNmjQQA0JCdHZZvfu3drrwA8//KD3NdyoUSP1wYMHmdqsWbNG2+abb77J9ms4/V/6c5C+6+qL8nf69GnV1NRUBdQ6deoYvE+5+ezSr1+/LD+HxcXFqQ8fPlTr1auX4Vg5uU/pny9AHTp0aJbX6rw4r9aqVUsF1AEDBmTaVqVKFRVQu3fvrgJqvXr1MrXp3LmzCqhNmzbN0f11d3fXvu8DAgJ0tjl16pRqZWWlAurHH3+cabucOwr33HH16lVtu++//z7LdrGxserdu3dz9DqRv5frT2oyiUxWrVpFs2bNDP6lX0kuP3z//fcA9O3bl1GjRulsY2FhwcKFC4HU+k7PTxtJ24elpSVbtmzBzs4uy+NVrFgxD6LOzMzMTDtE9c8//8w0jDdN2lQ5a2trevbsmWHb6tWriY6Opnz58ixevDjLaTqfffYZ5cuXR6PR6P2VxhiNGjXi448/znS7oihMnjwZSB2xktVc79z65ZdftENyZ8+enaEmw/Oy+9zt2LGDkJAQLCwsWLVqFZaWljrbjRkzhqZNmwKwefPmTNv1raAI8NZbb2l/FTL0646JiQk//fQTxYsXN+Yu6BQVFcXatWuB1OdvwYIFWa7CY25urnf4dZ8+fRgyZEim24sXL64dBh0eHq6zvoyzs7Peov4VKlTggw8+AFJrTOirkQCpI34qVaqkc9vZs2e1o70mTZrE66+/nqlN2bJlDY46Koz3mL645s+frx3N+Pw03tjYWO1ts2bNolGjRjr3UblyZT799FMAdu/erXe64dSpU6lfv36270N6P//8M5C6oMPPP/+sc8TRmDFjePPNN4HUUUHPD7tPr127dlme+3X573//q3PkVbt27bQ18c6fP8+FCxeM3md2lS9fPsvzCUDJkiW1NU18fHyyvB68CJ48eaKdfloQI2Hy6rycxtLSkmXLlmUaBWhqaqp9PcTExFC6dGmddb4sLS0ZNmwYkDqFNTo6OsP2U6dO4evrC6S+R58ffZymc+fO9OvXz2C8AMuXL9e54u6gQYO0I+h8fHz07uNlkpCQwLvvvktKSgqQ+lnAkJx+dnn48KF2tFC3bt1wd3fPtA8bGxujp14by87OjoULF2Z5rc6L82raFLfnRy3duXOH4OBgFEVh5syZQOprPX1dppSUFG3dy/SjoowVEhKiHTm9cOHCLOu0NWzYUDuF2ND75Hly7sj/c0f6OkutWrXKsp2iKEbP9BAvN0kyiRfSkydPtBfDvn376m2bNp0FyPChITw8XPv//v37Z5riUJDSpsglJSVpp8Sl9/TpU3777TcgdSWV5y+QaYVXu3XrpjcJYWZmRvPmzYHUIuK54e7unuWHnvRfanUV4cwLv//+O4DRRdOzI216XevWrQ1+eUq7mBqTTHv8+DG3bt3S1i0KCAjQvjafr0PwvJYtW+Ls7GxM+Fny9vbWzsd/5513clU/JatpnZDx+Q8ODja4rydPnhAcHMy1a9e0j0vaazxtW1bMzc311tE5duyY9t+6kmJpunbtSqlSpbLcXhjvsf79+2f5Ydja2pr+/fsDcP36dR4+fKjddvLkSe2HVkPnx7TXb1JSkrYAui76nm9jJCcna6e0dOjQQW/iN+39nJycrLOmWU5isre3z5ScT2/kyJHaf+dV8V5jxMXFERISkuG1nz6Baei8UJjSFxI2tDhDXsjr8/Jbb72Fg4ODzm316tXT/rt3795ZJsXTt3v+PJV2zqhRowZ169Y1Kt7z589nWci3Tp06GY6XnqIo2lo7+XXNfRF9+OGH2qTwsGHD6N69u8E+Of3scuLECW0yK6tahQBNmzbN1YIcz+vWrRs2NjY6t+XVeTUtOZRWlylNWrtatWrRqFEjqlSpoq3LlObixYvExMQAOavHdPDgQe1U9s6dO+ttmxbngwcPDC4Okp6cO/L/3JH+B5zsJgHFq0lqMolMZs6cmeeFDbPr0qVLaDQaAEaPHs3o0aON6pc+03758mXtCIk33ngjz2PMjtdff52qVavyzz//sG3btkz1nQ4cOKD9QP/8F6uUlBTtSI01a9awZs0ao46ZtuR0TtWoUSPLbekvvoZWT8upS5cuAakfCvWNDMiJtA+tR44cMfrLU1arZZw+fZrly5dz7NgxvavWGBqxYOiDhjHSHjPQ/0uTMfQ9/+l/pUr78Pm8f//9lyVLluDl5ZWpqOXzwsPDcXFx0bmtWrVqemtZpdWeKl68eIZVUp5nampKvXr1dBZDL6z3mKG6Hk2aNNH+OyAgQPshL/1InGrVqhl9vKxew9bW1lk+/sYKCgrSJjh1jSZLL/32a9euZdkuqw/NutSvX19vIfb69etjbm5OYmKi9jWTX8LCwli2bBl79+7l1q1bekfq5fVIpqSkJP7+++8st9eoUUPvKMP00hfG1TcKLq/k5XkZ9I80TT+qWV+R4fR1YZ6/1qUlbf/++2+j401KSiIiIoKyZctm2mao1lDaeTe/rrnGunnzZparZlWoUEHviPHsWLBgAevXrwdSz4WLFi0yql9OP7ukPy+kP/fq0rRp0zxbJVLftT+vzqtZ1WVKSzKljRRv06YNwcHBGeoypdVjMjU1zdFn6bT3dXx8vM6RNll59OhRliOYszqGnDt0y4tzR5UqVWjVqhWnTp3ihx9+4M8//6RPnz60adOGZs2a5fnndFH0SZJJvJAeP36co37pV1VI/+E9v1dAM8agQYP473//i6+vLyEhIRlGraRNlStTpgxvvfVWhn4RERF6lzDNiqHl6Q3Rd8EwMfnfIMi0X/7yWtrzlx/PXU5eX7qW1v3qq690rqJmbP/08uKDeV6+5nPz/B86dIjhw4cb/RrU99gYGnYdFRWlbWdo5FZWQ9IL6z1m6BfX9B8mIyMjtf/Oi/NjetktsKpL+vgM3a/00zTT93tedt4Tho5pZmaGvb09jx490nvM3PL396dPnz5GJ4/yYsnu9O7fv693JcFr164ZPWLS1taWYsWKkZSUlOuEqjHy6rycxthzWIkSJYxq9/y5Lqfvw6xi1hdH+ljy65prrN69e2f5w8GKFSv0jgIy1po1a7RT42rWrImnp6fRX8Zzeu3KzjlM1xf9nNJ3jcur86qjoyM1atTg77//5q+//tIWok4bJZU2QqlNmzZs2rQpw0iotDYNGjTIVpIoTV5fr/LqGHLuyL7169czfPhwzpw5w/Xr17l+/TrffPMNxYoVo1mzZri7uzN8+HC9PwyKV4ckmcQLKf2JcNmyZdrpKYa8yPOA05JMqqqyfft2bc2AiIgIjhw5AsCAAQMy/Rqf/rEYPXo0//nPf4w6nq55+yJV2mPauXNnvvzyyxzt49ixY9oEk4uLC1OmTKFly5ZUqlQJKysr7fM4b948vvnmG4P7K4ilwQtCWFgYY8eOJT4+Hmtra6ZMmULHjh1xcXGhZMmS2tfl8ePHtfWq9I30KIjHpbDeY1lN6TAkfbynTp0yemRKhQoVdN6e149xTu/X87ITV14dMzcSExMZMWIE4eHhFCtWjEmTJtGzZ09cXV2xt7fXTsMMCgrSjl4wVI+ssNWtWxd/f38ePHjAo0ePDC6jnRt5cV4uSGnx1qtXz+jRj4DeFRUFbN++XVuzr3Llyuzfvz/LHwjyS0GeT9InI/TJbUxt2rTRJpkgNSH9zz//oCiKdqRTWrIprS6TnZ1druoxwf/eJ6VLl87WSsBZ1W7Sdww5d+Sv8uXLc/ToUY4dO8a+ffv466+/uHHjhnZF21OnTrFkyRI8PT31jvISrwZJMokXUvohzSVKlKBOnTrZ3kf6+ivp65kUlurVq9O4cWMuXLiQIcm0Z88e7dBzXTVI0j8Wqqrm6LEoaGkfhtKmPGZF3xSMUqVKce/evXx57hwcHHjw4AGJiYk5fjzThvHb29tz7NixLH9lzM9RE897/jWfnQ9peWXPnj3a0UW//vprppF5afLqcUkb7RIZGUlKSorexERYWJjO2wvrPWZodEj67ekT6OnjLVOmTJbJo4KUPj5D9yv9NIW8+mHA0DGTk5O1r7n8+jHi+PHj2poXixcvznKad36eE5ydnfN0alvr1q21UzsOHjyYrULs2ZUX5+WClPY+jIuLKxLx5pW8miamy4EDBxg/fjwajQZHR0cOHDhQYOe39CMnQ0ND9dY/KoiRfZC359XWrVuzZs0abV2mtPd1rVq1tJ9fKleujLOzMyEhIZw6dYqKFStq6//pW3xFn7T3SUxMDLVq1cqXH47k3FGw3nzzTW2h+fDwcI4dO8batWvx9vbmn3/+YeTIkdrkpHh1SeFv8UKqX7++NlGRtgJDdjVo0EC7j/RFDAtTWhLp2rVr2oKvaVPlqlatqnPOvbm5ubbIZE4fi4KWVsTS0JepW7duZbmtYcOGQOpc+9xOS3peWhFEf3//LGtLGJJW86Bt27Z6h7Hn50pWz0t7zOB/Q9wLWtoXEAcHhywTTJB3j0taHaaEhAS99X1SUlKyLLJcWO8xQ49B+u3p602lvX6BF+aDnIuLi3aKwdmzZ/W2PXfunPbf+upoZceVK1f0Tnm8cuWK9r2e3WMaO4Ig/ZfvtKLtuhTkOSG3hg8frv33ihUrDP5wkBt5cV4uSOmL6Rb2D1kvwki+3Dp27BgjRowgOTmZUqVKsX//fqpWrVpgx0//Zf/8+fN62xranlfy8ryavmj3X3/9pf2M8HzyKK3diRMntKOeTExMclzbNO19kpCQkG/nPjl35Fxuzx2lSpViwIABeHl5aUenX758We/ne/FqkCSTeCGVKVNGW1di+/btOZq/7ODgQIsWLQDw9PTUu1R2VtLmFSckJGS7ry4DBgzQ/oqzbds27t27p02A6VtJKe3EHRgYyB9//JEnseSntJoft27dyrIwdFhYmN5VntJWkYmPj2ft2rV5Gl/a4xkdHc2mTZtytI+04c76Rg1cvHjR4AfDvNS2bVtt3YoVK1YUSu2OtC/6z549y/ILaXx8PL/++mueHK99+/baf+vb58GDB/XWySmM95inp2eWNRbi4uK0yz7Xrl07w+qYb775pvaLx/Lly1+IKVdmZmba6RRHjx7l3r17WbZNGwVoZmaWo9WKdImIiNA7FWPjxo3af+tLfuqSvr6EvmtB+iRXVucFjUbDunXrsnX8wlS3bt0MXxwWLFhgdF8fHx+jVp9Mkxfn5YKUdo1SVZWffvqpUGNJvyJmUfiS/TxfX18GDRpEQkICJUuWZO/evXmWgDZW27ZttZ/PtmzZkmW78+fP6/1BIy/l5XnVyclJW9D6r7/+0iaQnm+b9v/0berXr5/j2n3du3fXJjJ++OGHHO3DEDl35FxenjvSfx7L60UtRNEjSSbxwpo+fTqQusT58OHDtVNwdElISODnn3/m2bNnGW7/8MMPgdQvtcOHD9cO+9VF18U7rXhyXi0Z7OjoSLt27QDYsWMH27Zt035B1Jdk+s9//qNd6WfSpEkGP+AcPHiwUJfGTvuQkpiYyIoVKzJtT0pK4t1339VbeHHw4MHa+edz5szRu9S5vg9eugwbNkw7FH7mzJkGR/34+PhkOn7aql6nT5/m9u3bmfo8fvxYW1yzoNjZ2TF27Fgg9Re96dOnZ5mAyK9ivmmPS3x8vDZJkl5KSgr/+c9/cpT01aV58+ba+jYrVqzQmdR7/Pgxn3zyid79FMZ77NGjR8yYMUPntk8//VSbXH/+dWRnZ8fEiROB1C9n06dP1zvC5NGjR9ovIPkpLabExETeeecdkpKSMrXZsGEDf/75JwB9+vTJkDzLrU8//VTnikF//fWXNlHdqFEjgytHPS99Ef1//vkny3bpVyTKaonnzz//nIsXL2br+IVt6dKl2kLHc+fOZd68eXq/jMTFxfH111/TvXt3vdfc5+XFebkgdezYkaZNmwKp0yN1ne/Su3r1arZq0mRHqVKltDXi9L1GX0SXLl2if//+xMXFYWVlxa5du2jUqFGBx+Hk5ETPnj2B1Gl7up7P2NhYJk+eXKBx5eV5Ne2z2eHDh7l161aGekzPt7l69ar2/ZXTekyQutqfm5sbADt37mTp0qV62wcHB7N9+/ZsHUPOHTln7Lnj0qVLGVYwfp6qqhw7dgxIHR1VuXLlvA1UFDlSk0lk8vjxY6OWeC5RokS+DmXu2rUr//nPf/jpp584efIkjRs35u2336Zly5Y4ODgQHx/P7du38fHxYd++fURGRjJs2LAM++jevTujRo1iw4YN+Pr60qRJEyZOnEjLli2xsbEhPDycCxcusGvXLurVq8fKlSsz9G/evDnBwcEcOHCANWvW0KJFC+2v2jY2NjlaYWTQoEEcPXqUu3fv8v333wOpS5nrK5JXrlw5Vq5cybBhw3j48CFt2rRh+PDhdO7cmfLly5OcnMy9e/c4d+4ce/bsISgoiJ07d2ZrCfC81LVrVypXrsy///7L3LlzCQsLo0+fPlhYWHDt2jWWL1/OpUuXaNasGX5+fjr3YWFhwerVq+nduzfx8fH07NmTIUOG0KtXL8qXL09iYiKBgYEcPnyYAwcOZKvOSfHixdm0aRNdu3YlNjaW7t27M2DAAHr16kWVKlXQaDQ8fPgQf39/9u3bR0BAAN9//32GX/yGDh2Kl5cXcXFxdOnShY8++kj7wdjX15dly5bx6NEjmjdvzpkzZ3L3gGbD559/ztGjRwkICGDFihWcOXOGcePGUadOHYoVK8b9+/c5deoUO3bs4PPPP8+TlYDS69+/P7NnzyYhIYFJkyZx+fJl3nrrLUqWLMm1a9dYsWIF/v7+tGzZMs+mei1atIguXbqQkJBA9+7dmTx5Mh07dqR48eJcuHCB7777jkePHlG/fn0uX76sc3h4YbzHGjduzKpVqwgODubtt9+mQoUK3Lt3j1WrVmkXA2jQoIHOZOWsWbM4efIkZ8+e5aeffuKvv/5izJgx1K9fH0tLS6Kiorh+/TrHjh3j8OHD1KlTJ8saQXmla9euuLm54enpyZ9//kn79u2ZPHkyNWvWJDIykp07d2pHFDk4OBhVEN9Y9erV48aNG7Ru3Zpp06bRtGlTEhISOHToED/88APJycmYmZkZvQx6eg0aNMDCwoJnz54xb948ihUrRuXKlbUFe8uXL0+JEiXo2LEjZcqU4fHjx8ydO5d///2XXr16Ubp0aW7fvs26des4fvx4nr72C4KjoyO7du2if//+hIaG8s033/Drr7/i7u5OixYtKFu2LImJidy/fx9vb2/27NmTZf0zffLivFzQ1q1bR7t27YiIiGDkyJFs3bqV/v374+rqiqmpKaGhoVy+fBkvLy/8/Px4//33taMY8pKZmRlNmjTh9OnTbNq0iQYNGlC/fn3togD29vYZarm9KP755x/69Omj/RHx888/x9bWVu9n0DJlyuTp6m7p/fe//+Xo0aPExMQwZswYTp48Sd++fbG1teXKlSssXLiQmzdvautrFoS8PK+2bt2adevW8eTJEyBjPaY0zs7O2s9vaSPRc1qPKc3ixYu5cOECQUFBzJgxgwMHDjB06FBq166Nubk5ERERXLlyhT/++ANvb2969+6Nu7u70fuXc0fOGXvuuHz5MpMmTaJJkyZ0796dhg0bUq5cOZKSkggODmbTpk3a2Qk9evTI0x+QRNEkSSaRyapVq1i1apXBdvXq1cv3+iXz58/XXjQfPXrEV199lWVbKysrnQUFly1bRokSJfj555958OCBdlnc5+n6sjhlyhT27NlDQkIC77//foZtw4YNy5SUMkafPn344IMPePr0qfaDlb5RTOn7bd++nYkTJxIREcHq1atZvXq1zrYmJiZ6l2DNb+bm5qxZs4a+ffsSFxfHDz/8kGGYtKmpKfPnzycyMjLLJBNAu3bt2LlzJ2PGjCEyMpJNmzbl2VDoZs2acfDgQUaMGMHdu3fZtm2btj6WLml1ptL069ePESNGsGnTJh48eMC0adMybDc1NeXbb78lKiqqQJNMlpaWeHl5MWzYME6ePIm/vz/vvfdegR2/QoUKLF68mHfffZdnz56xcOFCFi5cmKHNgAEDGD16tPZX49x64403WL58Oe+99x7x8fF8++23fPvtt9rtZmZmLFmyhJMnT3L58uUsl9ct6PfYF198wdKlS/njjz90TtGrWbMmu3btyrTiJKR+qN6/fz8TJ05k7969XLlyRTtyU5fnX7/5ZdWqVSQnJ7Nv3z4uXrzIuHHjMrVxcnJi165debpSTv369Zk0aRJTpkzR+TiYm5uzcuVKnXXvDLGxseGdd95h0aJFXLx4kd69e2fY/vvvv2unqq5atYrBgwfz7Nkz1qxZk2nloLZt2/L999/nKI7C1LhxY7y9vZk6dSoHDx4kJCRE79Q5KysrPvjgA2rVqpWt4+T2vFzQqlatytGjRxk6dCjXrl3Dy8tL74iDnCwBb6xp06YxYMAAwsPDGTNmTIZtM2fOxMPDI9+OnVOnTp3KUA7B0IhTyN/74uzszPbt23F3dycmJoaVK1dm+pw3Y8YMFEUp0NpqeXVefT5ZlFXyqE2bNtopg7mpx5TGwcGBI0eOMHLkSE6dOsXJkyf1jjbKyftazh05l51zx/nz5/XWJGvRokWhTwEULwZJMokXmqIozJgxgyFDhrB69Wq8vb0JDg4mOjoaS0tLKlasSP369enQoQO9e/emRIkSmfZhamrK999/z/Dhw1m7di1//fUX9+/fJzExEQcHB+rWrUunTp0YMmRIpr4NGjTg6NGjLF68GF9fX0JDQ3Ndn8nGxobu3btrh8eampoyYMAAo/p2796dgIAA1q1bx6FDh7h+/TqRkZGYmZlRrlw5ateuTbt27ejXr5/elVEKwhtvvMHJkyeZP38+x48fJywsjFKlStGiRQsmT55MixYt9CYN03Tq1ImrV6+yatUqDh48yM2bN4mKisLKyoqqVavSqlUro5J0ujRr1ozLly+zefNmvLy8uHTpEuHh4ZiYmFC6dGlq1qxJmzZt6NOnDzVq1MjUf8WKFbRr145169Zx+fJlEhMTKVeuHK1atWLSpEk0bdrUqPuY10qXLs2hQ4fYt28f27dvx8/Pj7CwMBRFwcnJiUaNGtGzZ0/69u2bL8cfOXIkNWrUYPHixZw+fZro6GhKlSpFvXr1GDFiBP379+fEiRN5eszhw4fToEEDFi1axIkTJwgPD6d06dK0bNmSyZMn8/rrr/P7778D+j+sFeR7zNzcnN27d7N27Vp++eUX/v77bxITE3FxcWHAgAFMnjxZ5zktjY2NDb/88gs+Pj5s2bIFHx8fHjx4wNOnT7G1tcXFxYWmTZvSpUsXOnbsmKtYjWVhYcGvv/6Kl5cXmzdvxs/Pj/DwcKysrHB1daVnz55MmjRJOzUxL40ePZrXXnuNH374AR8fH+1roH379nz44Yfa4u45MW/ePFxdXfnll1+4fv060dHROmuederUib/++ovvv/8eb29vwsLCKFmyJLVr12bQoEGMGjWKO3fu5OZuFprKlSuza9cuzp8/z549ezhx4gR3794lIiICc3NzypQpQ8OGDenQoQP9+/fP8Zei3J6XC1r16tXx9fVl165d7N27l/PnzxMWFkZKSgoODg7UqFGDli1b0qtXr3ydBta1a1cOHDjATz/9pI1B19QqoV/btm05d+4c3333HYcOHeLhw4fY2dnRuHFjJk2aRKdOnQr8up5X59Xy5ctTtWpV7bSorEbypE8y1a1bN09W5HR0dOTw4cMcPHhQ+7nk0aNHJCUlUbJkSVxdXWnWrBk9evTI8fQ8OXfkjDHnDnd3d8qWLcvRo0e5cOEC9+/fJzQ0lOTkZO25v3///gwcOFA7yle82pS4uLjCrxgqhBBC5LN69erxzz//MHjw4EwjTArKiRMn6NatG/C/ETBCCCGEEEK8LCTVKIQQ4qV3/vx57a+3aStXCiGEEEIIIfKWJJmEEEIUebpW+EsTHh7Ou+++C6TWMurfv39BhSWEEEIIIcQrRWoyCSGEKPJ69eqFs7MzvXv3pm7dutja2hIVFYWvry8rV67k4cOHQGph2dKlSxdytEIIIYQQQrycJMkkhBCiyFNVlRMnTugtKD5hwgQ+/vjjAoxKCCGEEEKIV4skmYQQQhR5K1euxMvLi1OnTvHw4UPCwsK0K8K1bNmSsWPH0qJFi8IOUwghhBBCiJearC4nhBBCCCGEEEIIIXJNCn8LIYQQQgghhBBCiFyTJJMQQgghhBBCCCGEyDVJMgkhhBBCCCGEEEKIXJMkkxBCCCGEEEIIIYTINUkyCSGEEEIIIYQQQohckySTEEIIIYQQQgghhMg1STIJIYQQQgghhBBCiFyTJJMQQgghhBBCCCGEyDVJMgkhhBBCCCGEEEKIXJMkkxBCCCGEEEIIIYTINUkyCSGEEEIIIYQQQohckySTEEIIIYQQQgghhMg1STIJIYQQQgghhBBCiFyTJJMQQgghhBBCCCGEyDVJMgkhhBBCCCGEEEKIXJMkkxBCCCGEEEIIIYTINUkyCSGEEEIIIYQQQohckySTEEIIIYQQQgghhMg1STIJIYQQQgghhBBCiFyTJJMQQgghhBBCCCGEyDVJMgkhhBBCCCGEEEKIXJMkkxBCCCGEEEIIIYTINUkyCSGEEEIIIYQQQohckySTEEIIIYQQQgghhMg1STIJIYQQQgghhBBCiFyTJJMQQgghhBBCCCGEyDVJMgkhhBBCCCGEEEKIXJMkkxBCCCGEEEIIIYTINUkyCSGEEEIIIYQQQohckySTEEIIIYQQQgghhMi1IpFk+vXXX5k8eTKtW7fG3t4eKysrNm3alGX7J0+e8Mknn1CrVi3s7e2pXbs2M2fOJDY2Nss+lpaWGf6EEEIIIYQQQgghhPHMCjsAY8ydO5d///2X0qVL4+joyL///ptl27i4OLp06cLly5fp0KEDAwcO5NKlSyxZsoSTJ09y+PBhLCwsCjB6IYQQQgghhBBCiJdfkUgy/fjjj7i6ulK5cmW+++47vvjiiyzbLlq0iMuXL/Phhx8yb9487e2zZs1i4cKFLFu2jI8//tjgMV+00UwajYbk5GTMzMwwMSkSA9CEEEIUALk+CCGEeF5RuDbEx8cXdghCiHzwYp5xnvPWW29RuXJlg+1UVWX9+vVYW1vz6aefZtj26aefYm1tzYYNG/IrzHylqipJSUmoqlrYoQghhHiByPVBCCHE8+TaIIQoLEViJJOxbt26xYMHD+jYsSNWVlYZtllZWdGiRQuOHDnC3bt3qVixot59paSk5Geo2abRaLR/QgghRBq5PgghhHieXBuEEIXlpUoy3b59GwBXV1ed211dXTly5Ai3bt0ymGR69uxZnseXGxqNhoSEBIAXdsirEEKIgifXByGEEM8rCtcGRVEKOwQhRD54qZJM0dHRANja2urcbmNjA6SuPmfIi1YcPO1XCAsLixf2QiGEEKLgyfVBCCHE84rCtSEtCSaEeLm8VEmmvGRqalrYIWRiYmKCiYnJCxmbEEKIwiPXByGEEM+Ta4MQojC8mGntHCpZsiSQ9UilmJgYIOuRTkIIIYQQQgghhBAiZ16qJFO1atWA1ALguqTdnlXNJiGEEEIIIYQQQgiRMy9VksnV1RUnJyd8fX2Ji4vLsC0uLg5fX1+qVKlisOi3EEIIIYQQQgghhMielyrJpCgKo0ePJjY2lm+++SbDtm+++YbY2FhGjx5dOMEJIYQQQgghhBBCvMSUuLg4tbCDMGT9+vX4+PgAEBAQwMWLF2nZsiVVq1YF4I033tAmj+Li4ujQoQNXrlyhQ4cONGzYkIsXL/Lnn3/SpEkTDh06RIkSJTIdw9LSssDuT06kpKTw7NkzLCwspHifEEIILbk+CCGEeF5RuDbEx8cb1S4lJYXY2FhZjU6IQlS8eHGsra2NOp8UiSTThAkT2LJlS5bbhw0bxsqVK7X/j46O5quvvmLv3r08evQIR0dH+vXrx8yZM7GxsdG5D0kyCSGEKIrk+iCEEOJ5ReHaYEySKSUlhbCwMBwcHLCyskJRlAKITAiRnqqqxMXFERERQenSpQ2eU4pEkqkgSJJJCCFEUSTXByGEEM8rCtcGY5JM0dHRWFpaYm1tXQARCSH0iY2NJT4+npIlS+pt91LVZBJCCCGEEEII8XJISEjAysqqsMMQQgBWVlZGTVuVJJMQQgghhBBCiBeSTJET4sVg7HtRkkxCCCGEEEIIIYQQItckySSEEEIIIYQQQgghck2STEIIIYQQQgghhBAi1yTJVNTs34IafLOwoxBCCCGEEEIIIYTIQJJMRYjy721YvwjNB+6k/PdD1NvXCzskIYQQQgghhBBF2OHDh2nTpg2lS5fGzMwMNze3fDlOtWrVqFatWr7suygaO3YsZmZmBAcH5/m+zczMeOutt/J8v8aQJFMRYrZ34//+c+YYmo+GkjJvMmrg5cILSgghhBBCCCFEnqpWrRpmZmZG/R0/fjzHxwkODsbNzY2goCBGjRrFrFmzGDRokFF9k5OTWb9+PT179qRChQqUKFECBwcHWrRowaxZswgJCclxXC+DDRs2YGZmxoYNG/Jkf9WqVcPKyipP9pWfzAo7AGGku8GYnDma+fbzJ9GcPwkNmmPiPh6lTpOCj00IIYQQQgghRJ55//33iYqKynJ7QEAAnp6eWFlZ4ezsnOPj/Pnnnzx79owFCxYwZMgQo/uFhITg5ubGpUuXKFeuHB07dqRixYrEx8dz4cIF5s+fz8KFC7l06RKurq45ju9l9tVXXzF9+nQqVKiQ5/u+evUqlpaWeb5fY0iSqajYvQ5FVbPefukMmktn4LVGmLhPgAbNURSl4OITQgghhBBCCJEnpkyZkuW28PBwmjdvDsCaNWtwcXHJ8XHu378PgJOTk9F9YmJi6N69O4GBgXz00UfMnTuX4sWLZ2hz69Ytpk2bRmxsbI5je9k5OTll63HPjlq1auXLfo0hSaYiQFVVsCuNWtwCJeGZ/sbX/NHMfgdq1MPEfTw0aS3JJiGEEEIIIcRLp9WOF3c61qmBOR9dpE9ycjKDBw8mODiY6dOnM2DAgExtQkND+eabbzhw4AB37tzBxsaGtm3b8sUXX1C3bl0gdZpc+hFGHTt21P77yJEjtG/fPssYvv/+ewIDAxk2bBjffvutzjaurq7s2bOHxMREg/dJVVXWr1/P2rVruXr1KsnJybz22mtMmjSJMWPGZGg7Z84c5s2bx5EjRwgODmbx4sXcunULR0dHpkyZwuTJk1FVlUWLFrF69WpCQkKoVKkSHh4ejBgxItOxExMT+fHHH/nll18IDAzExMSEBg0aMG3aNHr16pWh7dixY9m4cSM3b97kt99+Y8WKFQQFBeHo6Mjo0aP57LPPMDExydAWYNy4cYwbN067n+Tk5Axtbt26RZUqVQw+TtlhZmZG27ZtOXpUx2yofCZJpiJAURQYMZmELgOw+MMTft8OT+P0d/r7Cpov34eqtTFxfxuatUcxkRJcQgghhBBCiJfDmYcGfoB/CU2fPp1jx47RpUsXvvzyy0zbb9++TYcOHbh79y6dOnWid+/ePH78GE9PTw4fPszhw4dp3rw5dnZ2zJo1C29vb06cOMHIkSO10+4MJTzWr18PwGeffWYwXnNzc73bVVVlxIgRbN26lerVqzNkyBDMzc05cuQI48eP59q1ayxYsCBTv6VLl+Lt7U3v3r1588038fT0ZOrUqVhaWnLx4kU8PT3p0aMHb731Ftu2bWPMmDE4OzvTtm1b7T4SEhLo3r073t7eNGzYkLFjx5KUlISXlxf9+vVjyZIlvPvuu5mO/cknn3DixAl69OhB586d2bt3L3PnziUxMVH7nPTp04eoqCj27dtH7969adCggcHH6mUhSaaixNYehr2LSb9RqL/9ivrbLxAXo7/PP9fRfPMRVHZFGTgO5Y1OKKamBROvEEIIIYQQQog8sWnTJpYuXYqrqytbtmzRjppJb/To0Tx48IADBw7QpUsX7e0zZ86kefPmTJo0CX9/f+zs7Pjiiy+YM2eONsmkb/RSmpCQEO7evUvFihWpXr16ru/TmjVr2Lp1K6NHj2b58uUUK1YMSB1h5O7uzqJFixg8eDBNmmSsPXzy5EnOnj1L1apVAfjwww+pWbMm06dPp1y5cly8eJEyZcoAMGLECFq1asXChQszJJnmzZuHt7c3Hh4ezJ49WzsDKCYmhk6dOvHxxx/Tr18/ypcvn+HY/v7++Pv7a6e6eXh4UKtWLX788Uc+//xzzM3NMySZ+vTpw6hRo3L9WBUVMrSlCFJsSmIyZBImKw+gDHsPbOwMd/r3Fur3M9C8PwDNsf2oKcn5HqcQQgghhBBCiNw7d+4c77zzDtbW1uzatQs7O7tMbfz9/Tl9+jQjR47MkGACqFGjBuPGjePKlStcvXo1x3E8fPgQIM+KVf/0009YWVmxbNkybYIJUkdAzZs3D4CtW7dm6jd58mRtggmgUqVKtGrViujoaGbMmKFNMAE0b96cqlWrcvny/1Zl12g0/Pzzz1SrVi1DggnAxsYGDw8PEhMT2b17d6Zje3h4ZKilVLp0aXr37k1MTAyBgYE5fCReHjKSqQhTrGxQBo5D7TkE9dBO1D0bISpcf6d7wahLPkfduhJlwBiU9r1Q0r2ZhRBCCCGEEEK8OB49esSAAQNISEhg8+bN1KlTR2e7M2fOaNvPmTMn0/a0BEhgYKC2NlNhio+P58qVK5QvX5758+dn2p6UlASgM3HTsGHDTLelJX50TU1zdHTEz89P+//AwEAiIyMpX748c+fOzdQ+LCwsy2M3btw4021pSTd9KwK+KiTJ9BJQSlii9B2J2s0d9Y/dqLvXQ3io/k6P7qL+OA912yoUt9EoHfuimBfX30cIIYQQQgghXhDNHS0KO4R8l5SUhLu7O3fv3sXDw4O+fftm2TYiIgIALy8vvLy8smwXF2egvq8ejo6OwP9WpcuNyMhIVFXl3r172lFLuuiK18bGJtNtZmap6Q1bW1ud29IKbsP/HquAgAACAgKydeys9g+QkpKS5b5eFZJkeokoxS1Qeg5B7dIf9eg+1F3rINTAmz/sIerKb1B3rEbpNwqlS3+U4iUKJmAhhBBCCCGEyKH8WsHtRTJlyhROnTpFjx49mD17tt62acmPrApW5wVnZ2cqVKjAnTt3uHnzZq7qMqXF26RJE+0orIKSdmw3Nze2b99eoMd+2UlNppeQUswcky4DMPlpD8rkOVC+suFOkWGoa79HM6EHGs91qIZWrxNCCCGEEEIIkW9WrVrFypUrqVmzJps2bcpQN0iXZs2aAeDr65uvcY0ZMwaAr7/+2mDbxMTELLfZ2NhQu3Ztrl+/XuDTzGrXro2trS3nz5/XTsvLa6b/v+DWqza6SZJMLzHFrBgmHXpjsmwXytSvoVJVw52iI1E3LkUzvjuabT+jxhpYvU4IIYQQQgghRJ7y8fFhypQp2NrasmvXLp1TtJ7XrFkzmjVrxtatW3WOztFoNHh7e+c6to8++kib+PLw8CAhISFTm6CgINzc3Lh27Zrefb333nvEx8czceJEnVPTgoKCCA4OznXMzzMzM2PixImEhIQwffp0nYmmq1evEhpqoAyNHvb29gDcuXMnx/soimS63CtAMTVDadcNtU0X8P0TzfbVEPy3/k6xT1B/XYG6dzNKj8EovYai2NoXTMBCCCGEEEII8YqKiYnB3d2dxMREWrZsybZt2/S2b9euHe3btwdgy5YtdOzYkaFDh7JkyRIaN26MhYUFd+7cwdfXl8ePH+eqJhOkjkDy8vLCzc2Nb7/9lg0bNtCpUycqVKhAfHw8Fy9exMfHBzMzM50FvdObMGECZ86cYePGjfj4+NChQwecnJwIDQ3lxo0b+Pn5sXnzZqpUqZKrmHWZPXs2/v7+LFu2DC8vL9q0aUOZMmW4f/8+V69e5dKlS5w8eZKyZcvmaP8tW7akRIkSLF26lKioKEqXLg2krk6XU0lJSYwdOzbL7WvXrs3xvvOKJJleIYqJCbzRCZOWHeHsCTQ7VsHNrIucARAfi7pjNer+LShd3VH6jkCxK1UwAQshhBBCCCHEKyY8PJyHDx8C4O3tbdToo7Qkk4uLC+fOnWPRokXs27eP9evXY2pqipOTE23atKF///55EqOzszO+vr5s2bKFHTt2cPjwYSIiIrCwsKB69epMmzaNiRMnUqlSJb37URSFtWvX0q1bN1avXs2BAweIjY2lbNmyuLq6Mn/+fDp06JAnMT+vePHiHDhwgLVr17Jp0yY8PT1JSEigXLly1K5dmwkTJlCvXr0c79/BwYFt27Yxd+5cVq9ezdOnT4HcJZk0Gg0bN27McvuLkGRS4uLi1MIO4kVgaWlZ2CHolZKSwrNnz7CwsNDO7cwtVVXh4mk021fB9YvGdTK3QOnsllokvFTOMrpCCCHyTn5cH4QQQhRtReHaEB8fb7BNaGiowSSFEKLg3Llzx+DILqnJ9ApTFAWl0RuYfL0Wk3krod7rhjslPkP97Rc0E3uiWfEVqqHV64QQQgghhBBCCPFKkOlyInWVgnqvY1rvddTrF1On0V3w0d8pOQn14E7UP/agtO+BMmAsipMRq9gJIYQQQgghhBDipSQjmUQGSu2GmH7+IyYLNkOzdoY7pCSj/rkXzbv90Cz6DPXOP/kfpBBCCCGEEEIIIV44kmQSOinV62A6czEmi7bCGx1BUfR30GhQvQ+geX8AmvnTUQ2tXieEEEIIIYQQQoiXiiSZhF6KS01Mpy/AZOkOlLbdwMTAS0ZVUX3+QPPBIFK+nop661rBBCqEEEIIIYQQQohCJUkmYRSlUjVMPvwakx88UTr0AVMjynn5HUczbRgpc99DvXEp/4MUQgghhBBCCCFEoZEkk8gWpbwzJpNnY/LTXpQu/cHMiGTThVNoPh1NyqyJqFfOoapq/gcqhBBCCCGEEEKIAiVJJpEjSrnymLzzGSYrfkPpMRjMixvudMUPzazxaGaOQ/U/LckmIYQQQgghhBDiJSJJJpErSulymIz/BJOff0PpOxKKWxjudN0fzZz/oJk+EvXsCUk2CSGEEEIIIYQQLwFJMok8odiXxmT0VExWeaEMGAclrAx3unkVzVdT0Hw4BNXnCKpGk/+BCiGEEEIIIYQQIl9IkknkKcXWHpPh76UmmwZPAisbw52CAtHM/xjNB+5oTvyOmpKS/4EKIYQQQgghhBAiT0mSSeQLxdoWk8ETU5NNIyaDrZ3hTv/eRl04E81kNzR/7kNNTsr3OIUQQgghhBBCCJE3JMkk8pViaY1J/7GYrPRCGfMh2Jc23On+v6jLvkDzbj80h3ahJiXmf6BCCCGEEEII8Qo6fPgwbdq0oXTp0piZmeHm5pYvx6lWrRrVqlXLl30XRWPHjsXMzIzg4ODCDiVPSZJJFAjFogQmfUZgsmI/yvhPoFQ5w50e3UNd/iWaSb3RHNiKmpiQ/4EKIYQQQgghRCGrVq0aZmZmRv0dP348x8cJDg7Gzc2NoKAgRo0axaxZsxg0aJBRfZOTk1m/fj09e/akQoUKlChRAgcHB1q0aMGsWbMICQnJcVwvgw0bNmBmZsaGDRvyZH+6XhOWlpa4uroyadKkFyZZZVbYAYhXi1LcAqXHYNTObqjHfkPdtRYe3dPfKfwR6qpvUXeuQek7EqXLABSLEgUTsBBCCCGEEEIUsPfff5+oqKgstwcEBODp6YmVlRXOzs45Ps6ff/7Js2fPWLBgAUOGDDG6X0hICG5ubly6dIly5crRsWNHKlasSHx8PBcuXGD+/PksXLiQS5cu4erqmuP4XmZfffUV06dPp0KFCkb3MTU1ZebMmdr/R0dHc+bMGVavXs3u3bs5e/YslStXzo9wjSZJJlEolGLmKJ3dUN/qhXrid9Sda+G+gUx3ZBjquoWou9ai9BmB0s0dxdK6YAIWQgghhBBCiAIyZcqULLeFh4fTvHlzANasWYOLi0uOj3P//n0AnJycjO4TExND9+7dCQwM5KOPPmLu3LkUL148Q5tbt24xbdo0YmNjcxzby87JySlbjzuAmZkZX3zxRabbJ0+ezPLly1mzZg1z5szJqxBzRKbLiUKlmBXD5K3emCzbhfLh11DZiDm6T6JQNy1DM6EHmq0/o8Y+yf9AhRBCCCGEEKKQJScnM3jwYIKDg5k+fToDBgzI1CY0NJQPP/yQmjVrYmlpSbly5Rg4cCBXr17VtgkODsbMzEybkOjYsaPR0+++//57AgMDGTZsGN9++22mBBOAq6sre/bs4bXXXjN4n1RVZd26dbRp0wZ7e3tsbGxo3rw569aty9R2zpw52hjXr19Pw4YNsba2xtXVlWXLlmn3t3DhQl577TWsrKyoVasWmzZt0nnsxMREFi1axOuvv46trS12dna0a9eO/fv3Z2qbVkMpKCiIZcuWUadOHSwtLalatSpz585Fo9FkaDtu3DgAxo0bl2GK2/P7y4tpbp07dwZSE5C5uY95QUYyiReCYmqK0rYbausucOYYmu2rIChQf6fYJ6hbV6Du24zSfRBK72EotvYFE7AQQgghhBCicM0YU9gRZO2/mRMkeWH69OkcO3aMLl268OWXX2bafvv2bTp06MDdu3fp1KkTvXv35vHjx3h6enL48GEOHz5M8+bNsbOzY9asWXh7e3PixAlGjhypnXZXpUoVvTGsX78egM8++8xgvObm5nq3q6rKiBEj2Lp1K9WrV2fIkCGYm5tz5MgRxo8fz7Vr11iwYEGmfkuXLsXb25vevXvz5ptv4unpydSpU7G0tOTixYt4enrSo0cP3nrrLbZt28aYMWNwdnambdu22n0kJCTQvXt3vL29adiwIWPHjiUpKQkvLy/69evHkiVLePfddzMd+5NPPuHEiRP06NGDzp07s3fvXubOnUtiYqL2OenTpw9RUVHs27eP3r1706BBA4OPVW4cOXIEgEaNGmW4Paf3MTeUuLg4NU/3WERZWloWdgh6paSk8OzZMywsLDA1NS3scPKdqqpw7q/UZNPNq4Y7AFiUQOk6MHUqnTGr2AkhxEvgVbs+CCGEMKwoXBvi4+MNtgkNDaVSpUpZN+jfNA8jymO7zuX5Ljdt2sSYMWNwdXXF19cXOzu7TG3atGmDn58f+/bto0uXLtrb//77b5o3b06VKlXw9/fX3j5nzhzmzZvHkSNHaN++vcEYQkJCqFatGhUrVsz2CJy0leVu376tvW316tVMmjSJ0aNHs3z5cooVKwakjr5xd3fnt99+48yZMzRp0iRDvA4ODvj6+lK1alUA7ty5Q82aNSlRogTlypXD29ubMmXKAHDmzBlatWpFz5492bNnj/bYn332Gd988w0eHh7Mnj0bRVGA1OmAnTp14vLly9y6dYvy5csDqSOPNm7ciIuLCydOnNBOdQsLC6NWrVqkpKTw6NEjbWJtw4YNjBs3jjVr1jBq1KhMj0fa/m7dumUwsZf2+N29ezdDTaYnT55w9uxZfH19GTBgAOvXr8+Q2MvufTTkzp07lC1bVm8bmS4nXkiKoqC83haT+Rsx+eInqN3IcKdnT1H3bEQzsSeaVd+ihj3K/0CFEEIIIYQQIp+dO3eOd955B2tra3bt2qUzweTv78/p06cZOXJkhgQTQI0aNRg3bhxXrlzJMG0uux4+fAiQrWLV+vz0009YWVmxbNkybYIJUkdAzZs3D4CtW7dm6jd58mRtggmgUqVKtGrViujoaGbMmKFNMAE0b96cqlWrcvnyZe1tGo2Gn3/+mWrVqmVIvgDY2Njg4eFBYmIiu3fvznRsDw+PDLWUSpcuTe/evYmJiSEw0MBsnFxKSUlh3rx52r8lS5bg4+NDnTp1cHd3z5Bgys19zA2ZLideaIqiQKOWmDRsAVfPp45suuKnv1NiAuqBraiHdqF06I3iNhalnHGZWSGEEEIIIYR4kTx69IgBAwaQkJDA5s2bqVOnjs52Z86c0bbXVfw5LQESGBhI3bp18y9gI8XHx3PlyhXKly/P/PnzM21PSkoC0Jm4adiwYabb0hI/uqamOTo64uf3v++RgYGBREZGUr58eebOnZupfVhYWJbHbty4cabb0pJu+lYEzAvFixcnLi5O+//Y2FgCAgLw8PBgwIABLF68mPfeew/I3X3MDUkyiSJBURSo1xTTek1Rb1xEs301XDilv1NyEuqhXahH9qK074HSfwxK+Zwv7ymEEEIIIYQQBSkpKQl3d3fu3r2Lh4cHffv2zbJtREQEAF5eXnh5eWXZLn2SIrscHR2B/61KlxuRkZGoqsq9e/e0o5Z00RWvjY1NptvSimrb2trq3JacnKz9f9pjFRAQQEBAQLaOndX+IXWkUUGytramefPm7Ny5E2dnZz7//HPGjh2LpaVlru5jbkiSSRQ5Sq2GmH7+A+qtgNRkk99x/R1SklH/3It6bD9K6y4oA8ehVDJiFTshhBBCCCHEi6tGvcKOIN9NmTKFU6dO0aNHD2bPnq23bVryIz+KOadxdnamQoUK3Llzh5s3b1K9evUc7yst3iZNmmhHYRWUtGO7ubmxffv2Aj12frCzs6NmzZpcuHCBv//+m4YNGxbafZQkkyiyFNc6mM5chBr8N+r21ainj4Cqp469RoN64nfUvw5Cyw6YDHwbxaVmwQUshBBCCCGEyDv5tILbi2LVqlWsXLmSmjVrsmnTpgw1dXRp1qwZAL6+vvmWZAIYM2YMX375JV9//TXr1ul/DhITE7NcYc7GxobatWtz/fp1oqKidNaZyi+1a9fG1taW8+fPk5SUlKEeVF5JK7pfUKObIiMjgdRaTFAw91EXKfwtijylSg1Mps/HZOlOlHY9wMTAy1pVwecImqmDSfn6A9SbWQ8dFEIIIYQQQoiC5uPjw5QpU7C1tWXXrl06p2g9r1mzZjRr1oytW7fqHLmi0Wjw9vbOdWwfffSRNvHl4eFBQkJCpjZBQUG4ublx7do1vft67733iI+PZ+LEiTqnbQUFBWV7FTtjmJmZMXHiREJCQpg+fbq2/lN6V69eJTQ0NMfHsLe3B1JXZMtve/bsISgoCHt7e229rYK4j7rISCbx0lAqVUWZ+iXq4AmoO9eiHj8AKcn6O/l5o/HzhkZvYOI+HqV2wwKJVQghhBBCCCF0iYmJwd3dncTERFq2bMm2bdv0tm/Xrh3t27cHYMuWLXTs2JGhQ4eyZMkSGjdujIWFBXfu3MHX15fHjx/nugaPjY0NXl5euLm58e2337JhwwY6depEhQoViI+P5+LFi/j4+GBmZqazoHd6EyZM4MyZM2zcuBEfHx86dOiAk5MToaGh3LhxAz8/PzZv3kyVKlVyFbMus2fPxt/fn2XLluHl5UWbNm0oU6YM9+/f5+rVq1y6dImTJ09StmzZHO2/ZcuWlChRgqVLlxIVFUXp0qWB1NXpcio5OTlDUfe4uDiuXbvGoUOHUBSFJUuWZBg5lt/3URdJMomXjuJUGWXybFT3Cai716Ee2QvJmbO2Gfj7oPH3gXqvY+I+Huo2NTgcVQghhBBCCCHyWnh4OA8fPgTA29vbqNFHaUkmFxcXzp07x6JFi9i3bx/r16/H1NQUJycn2rRpQ//+/fMkRmdnZ3x9fdmyZQs7duzg8OHDREREYGFhQfXq1Zk2bRoTJ06kUqVKevejKApr166lW7durF69mgMHDhAbG0vZsmVxdXVl/vz5dOjQIU9ifl7x4sU5cOAAa9euZdOmTXh6epKQkEC5cuWoXbs2EyZMoF69nNf9cnBwYNu2bcydO5fVq1fz9OlTIHdJppSUlAxF0s3MzChTpgz9+vXjgw8+4I033sjQPr/voy5KXFycniI2rw5LS8vCDkGvlJQUnj17hoWFhXZupzCOGh6KunsD6uFdkJh5KKdOtRtiMvBtaPSGJJuEEC80uT4IIYR4XlG4NsTHxxtsExoaajBJIYQoOHfu3DE46klqMomXnlKqLCZvf4zJygMofUeBRQnDna5fRDP3PTTTR6D6HUfVV1BcCCGEEEIIIYQQkmQSrw7FrhQmoz9ITTYNfBssrQ13uhmA5uupaKYORvX5A/X/K/ULIYQQQgghhBAiI0kyiVeOYmuPybB3MVnphTLkHbA2vFIDwX+jmT8dzZSBaLx/Ry2gZSiFEEIIIYQQQoiiQpJM4pWlWNtgMmgCJqu8UEa+DyXtDXe68w/qoploJruh+XMfqqGC4kIIIYQQQgghxCtCkkxFSIpGpYPnvyy8EE50goykyStKCStM3MZg8vMBlLEfgX1pw53u/4u67As0/+mL5tBO1KTE/A9UCCGEEEIIIYR4gcnqcv+vKKwut/V6OMOPhAFgY27CuDp2vN/QAZeS5oUc3ctFTUxAPbIH1XM9hD00rlOpcij9RqF06odS3CJf4xNCiPSKwgpCQgghClZRuDbI6nJCFD3GrC4nSab/VxSSTK23B+P7KCHD7SYK9Ktmw9TGpXjDqQSKohRShC8fNSkJ9fh+1J3r4NFd4zrZlULpOxKlywCUEi/2a0oI8XIoCl8khBBCFKyicG2QJJMQRY8kmbLhRU8ynb4Xyxs7/tXb5vVyFkxtVIoB1W0pZirJpryipiSjnvgddccauB9iXCcbO5Tew1F6DEIxZhU7IYTIoaLwRUIIIUTBKgrXBkkyCVH0SJIpG170JNPgA3fYdjPGqLYVrc14r4EDE+rZY2/xYl5UiiI1JQXV5w/UHavh39vGdbKyQek5FKXXUBRjVrETQohsKgpfJIQQQhSsonBtkCSTEEWPJJmy4UVPMu27Fc1358P460GC4cb/z9JMYUwdO6Y0dKC6ffF8jO7Vomo04HcczfZV8M8N4zqVsELp7p46uqmkQ/4GKIR4pRSFLxJCCCEKVlG4NkiSSYiiR5JM2fCiJ5nSLhTXY2DppSi2BkaTpDGurwL0qmrN1EalaFfRUuo25RFVVeH8ydRk099XjOtU3CK1XlPfkSgOZfI3QCHEK6EofJEQQghRsIrCtUGSTEIUPZJkyoaikmRKu1Dcj03ip8uRrLgcSfizFKP307CMBVMbOTC4ZknMpW5TnlBVFS6dQbN9JVzzN65TMfPUlej6jUYp45i/AQohXmpF4YuEEEKIglUUrg2SZBKi6JEkUzYUtSRTmvgkDZtvRLPoQjg3IhON3p+jpRnvNbRnYj17Spcwy4+QX0lqwPnUkU2XzhjXwcwM5c3eKAPGopSrkL/BCSFeSkXhi4QQQoiCVRSuDZJkEqLoMSbJZFJAsYh8YlnMhAn17AkYWQ2vPpXoVNnKqH4P45P5zOcxlVbfZOKR+1yPML7Wk8iaUqcJpnNWYPLNemjS2nCH5GTUPzzRvNMHzZLPUe8ZuXqdEEIIIYQQQuSBw4cP06ZNG0qXLo2ZmRlubm75cpxq1apRrVq1fNl3UTR27FjMzMwIDg4u7FDylCSZXhImikI3FxsOuzlzeXhVxtaxo7gR0+GepaisvBrFaxtv033Pv/wREps6/UvkilKrAaazlmHy3RZo8ZbhDpoU1GP70Ux2Q/P9DFRjV68TQgghhBBCvHSqVauGmZmZUX/Hjx/P8XGCg4Nxc3MjKCiIUaNGMWvWLAYNGmRU3+TkZNavX0/Pnj2pUKECJUqUwMHBgRYtWjBr1ixCQl7tH9A3bNiAmZkZGzZsyJP96XpNWFpa4urqyqRJk16YZJVMl/t/RXW6nD6h8cksvxzJT5cjCI03vm5T3VLF+aCRA8NqlcTCTPKQeUENvom6czXqqT/A2CReyw6YDByPUrVm/gYnhCjSisKUCCGEEAWrKFwbZLqcfkuWLCEqKirL7QEBAXh6emJlZcXFixdxcXHJ0XHWrFnDxIkT2bRpE0OGDDG6X0hICG5ubly6dIly5crRsWNHKlasSHx8PBcuXMDX1xczMzMuXbqEq6srgHYU0+3br8YP6hs2bGDcuHGsWbOGUaNGZdr+4MEDoqOjqVatGsWKFTO4v2rVqnH37l1mzpypvS06OpozZ85w5swZSpUqxdmzZ6lcuXKe3o/0jJkuJ8V4XmJlLc34okUZPmlail8Co1l0IYKr4YanxV0NT+DtIw+YcSqU/9S35536DpSzkpdKbihVqqNM+xZ18CTUnWtQTxwEjYHE3+k/0Zz+E15vm5psqlG3YIIVQgghhBBCFKopU6ZkuS08PJzmzZsDqUminCaYAO7fvw+Ak5OT0X1iYmLo3r07gYGBfPTRR8ydO5fixYtnaHPr1i2mTZtGbGxsjmN72Tk5OWXrcQcwMzPjiy++yHT75MmTWb58OWvWrGHOnDl5FWKOyEim//cyjmR6nqqq/HknjkUXIvAKNv7Nbm6qMKxmSaY2dqBeaYscHVtkpD64g+q5DvXofkhJNq5Tw5aYuI9Hea1R/gYnhChSisKv1UIIIQpWUbg25MVIpoi/JuZlSHnKoc3P+bLf5ORkunXrxrFjx5g+fTpff/11pjahoaF88803HDhwgDt37mBjY0Pbtm354osvqFs39Yfr4OBg7Qij5x05coT27dtnGcPs2bP58ssvGTZsmMGpYImJiZibmwNZj2RSVZX169ezdu1arl69SnJyMq+99hqTJk1izJgxGdrOmTOHefPmceTIEYKDg1m8eDG3bt3C0dGRKVOmMHnyZFRVZdGiRaxevZqQkBAqVaqEh4cHI0aM0Bnfjz/+yC+//EJgYCAmJiY0aNCAadOm0atXrwxtx44dy8aNG7l58ya//fYbK1asICgoCEdHR0aPHs1nn32GiYlJhra6JCcnZ2hz69YtqlSpovdxTHv8Hj58SFxcXKZt+/fvp1+/fkyaNIkffvjB4L5ySkYyiQwURaFjZWs6VrbmekQCS/wj2Hg9iqfJ+vOMiSkq665Fse5aFB0rWzG1kQNdq1hjohiu+SR0U5wqobz7Oar7eFTP9ah/7IbkJP2dLp5Gc/E01G2Kift4qPc6ijwHQgghhBDiFZUUGVDYIRS46dOnc+zYMbp06cKXX36Zafvt27fp0KEDd+/epVOnTvTu3ZvHjx/j6enJ4cOHOXz4MM2bN8fOzo5Zs2bh7e3NiRMnGDlyJM7OzgAGEx7r168H4LPPPjMYb1qCKSuqqjJixAi2bt1K9erVGTJkCObm5hw5coTx48dz7do1FixYkKnf0qVL8fb2pnfv3rz55pt4enoydepULC0tuXjxIp6envTo0YO33nqLbdu2MWbMGJydnWnbtq12HwkJCXTv3h1vb28aNmzI2LFjSUpKwsvLi379+rFkyRLefffdTMf+5JNPOHHiBD169KBz587s3buXuXPnkpiYqH1O+vTpQ1RUFPv27aN37940aNDA4GOVG0eOHAGgUaPCH5AgI5n+36swkkmX8KfJ/Hwlkh8uRfIgzsgRNUAte3M+aFSKEbVLYllM6jbllhoRirp7I+qhXZD4zLhOtRpgMvBtaNxKkk1CvMKKwq/VQgghClZRuDbkxUimR/uMWM25kJTrfTLP97lp0ybGjBmDq6srvr6+2NnZZWrTpk0b/Pz82LdvH126dNHe/vfff9O8eXOqVKmCv7+/9vb0I4P0jV5KExISQrVq1ahYsWK2C03rGsm0evVqJk2axOjRo1m+fLm2NlFiYiLu7u789ttvnDlzhiZNmmSI18HBAV9fX6pWrQqkjrCpWbMmJUqUoFy5cnh7e1OmTBkAzpw5Q6tWrejZsyd79uzRHvuzzz7jm2++wcPDg9mzZ2u/U8XExNCpUycuX77MrVu3KF++PPC/kUcuLi6cOHFCO9UtLCyMWrVqkZKSwqNHj7SJNUM1mXIykun5mkxPnjzh7Nmz+Pr6MmDAANavX28wsZcbxoxkkuzAK65UCTNmNitD8NjqbOxSnkZljJsOdyMykUlHH1BpzU08ToVyP9bAKByhl+JQFpNx0zBZ+RtKv9FgUcJwpxuX0MybjObj4ahnjsmqgEIIIYQQQrykzp07xzvvvIO1tTW7du3SmWDy9/fn9OnTjBw5MkOCCaBGjRqMGzeOK1eucPXq1RzH8fDhQwAqVKiQ432k99NPP2FlZcWyZcsyFL82Nzdn3rx5AGzdujVTv8mTJ2sTTACVKlWiVatWREdHM2PGDG2CCaB58+ZUrVqVy5cva2/TaDT8/PPPVKtWLUOCCcDGxgYPDw8SExPZvXt3pmN7eHhkqKVUunRpevfuTUxMDIGBgTl8JIyTkpLCvHnztH9LlizBx8eHOnXq4O7unq8JJmPJdDkBpNZdGlHbjuG1SnLiXjwLL4Sz/59YDKUtIp6l8PXZMBacD2NQjdS6TY3LGpEgETopdqVQRk1B7TcKdf8W1ANbId5A/axb19D890OoUh2TgeOhZQcUE8kfCyGEEEII8TJ49OgRAwYMICEhgc2bN1OnTh2d7c6cOaNtr6v4c1oCJDAwUFubqTDFx8dz5coVypcvz/z58zNtT0pKHcigK3HTsGHDTLelJX50TU1zdHTEz89P+//AwEAiIyMpX748c+fOzdQ+LCwsy2M3btw4021pSTd9KwLmheLFi2eoyRQbG0tAQAAeHh4MGDCAxYsX89577+VrDIZIkklkoCgK7Spa0a6iFTcjE1h6MYJ116KIS9KfbkrSwOYb0Wy+EU27CpZMbVyKni7WmJrINK6cUGztUIa9i9pnJKrXVtT9WyAmWn+n4JtoFkyHii4oA8ahtOmCYipvcSGEEEII8XIqZq872fIySUpKwt3dnbt37+Lh4UHfvn2zbBsREQGAl5cXXl5eWbbTVTjaWI6OjsD/VqXLjcjISFRV5d69e9pRS7roitfGxibTbWZmqd99bG1tdW5LK7gN/3usAgICCAjIuraXrmNntX9IHWlUkKytrWnevDk7d+7E2dmZzz//nLFjxxZqOaA8+waqqirh4eE8ffpU77xZUXRUty/OsjedmNuyLKuuRrLsYgR3Yw3XbfK+F4/3vXiqlSzGB41KMfo1O6zNZWRNTijWNiju41F7DUX9fQfq3k0QHaG/090g1MWfoW77GaX/WJT2PVDMiunvI4QQQgghRBGTXyu4vUimTJnCqVOn6NGjB7Nnz9bbNi35kVXB6rzg7OxMhQoVuHPnDjdv3qR69eo53ldavE2aNNGOwiooacd2c3Nj+/btBXrs/GBnZ0fNmjW5cOECf//9t86RXgUl19/8T506Rf/+/SlXrhwuLi6Zhu59//33TJo0SZspFEWPvYUp05uW5p8x1fm1WwWalTOubtPt6CQmH39IpTV/M/2vR9yJkbpNOaWUsMLEbXRqzaax08C+tOFOD+6g/jAHzTt90BzcgZqUmP+BCiGEEEIIIfLEqlWrWLlyJTVr1mTTpk0GF/tp1qwZAL6+vvka15gxYwD4+uuvDbZNTMz6O4iNjQ21a9fm+vXr+T7N7Hm1a9fG1taW8+fPa6fl5bW0ovsFNbopMjISSK03VZhylWRasmQJ3bp149ChQ8THx6OqaqbiwzY2NmzZskXvcD1RNBQzVRhcsyS+g1045V6F/q42GDMbLipBw4Lz4bisvclgr7v4PXya/8G+pJTiJTDpPQyTn39DmTgDyjga7vT4AeqKr9FM7Ilm/y+oCfL4CyGEEEII8SLz8fFhypQp2NrasmvXLp1TtJ7XrFkzmjVrxtatW3WOztFoNHh7e+c6to8++kib+PLw8CAhISFTm6CgINzc3Lh27Zrefb333nvEx8czceJEnVPTgoKCsr2KnTHMzMyYOHEiISEhTJ8+XWei6erVq4SGhub4GPb29kDqimz5bc+ePQQFBWFvb1/o9bZyPF3u1KlTfPbZZ5QoUYJZs2bRt29fxowZk2mYW69evfjwww/x8vJi+PDhuQ5YFD5FUXijvCVvlLckKDqRZRcjWB0QRUyi/oxpigrb/n7Ctr+f8IZTCaY2LkXfajaYSd2mbFPMi6N0c0ft2A/1+G+oO9fCo7v6O0U8Rl2zAHXnGpS+I1G6DkQpUXhzdYUQQgghhBCZxcTE4O7uTmJiIi1btmTbtm1627dr14727dsDsGXLFjp27MjQoUNZsmQJjRs3xsLCgjt37uDr68vjx49zVZMJUgeSeHl54ebmxrfffsuGDRvo1KkTFSpUID4+nosXL+Lj44OZmZnOgt7pTZgwgTNnzrBx40Z8fHzo0KEDTk5OhIaGcuPGDfz8/Ni8eTNVqlTJVcy6zJ49G39/f5YtW4aXlxdt2rShTJky3L9/n6tXr3Lp0iVOnjxJ2bJlc7T/li1bUqJECZYuXUpUVBSlS6fORvHw8MhxzMnJyRmKusfFxXHt2jUOHTqEoigsWbKk0FeYy3GSadmyZQD88MMPuLu7A+gcvufk5ISTkxOXLl3K6aHEC8ylpDkL2zkyu0UZ1gREsfRiBMFPDA839HnwFJ8Dd6liW4z3Gzowro4dtsVNCyDil4tSrBhKp36ob/VCPXEQdecauBesv1N0BOqGxaie61F6D0PpPgjFKnPhPCGEEEIIIUTBCw8P5+HDhwB4e3sbNfooLcnk4uLCuXPnWLRoEfv27WP9+vWYmpri5OREmzZt6N+/f57E6OzsjK+vL1u2bGHHjh0cPnyYiIgILCwsqF69OtOmTWPixIkG6zUrisLatWvp1q0bq1ev5sCBA8TGxlK2bFlcXV2ZP38+HTp0yJOYn1e8eHEOHDjA2rVr2bRpE56eniQkJFCuXDlq167NhAkTqFevXo737+DgwLZt25g7dy6rV6/m6dPUGSW5STKlpKRkKJJuZmZGmTJl6NevHx988AFvvPFGjvedV5S4uDhDq9Tr5OLigkajISQkRHtbp06d8PX1JSYmJkPbtm3bcu3aNe0ygC+iwqy+boyUlBSePXuGhYWFdm7niyhZo7L3dgyL/MM5dd/4aVk25iaMq2PH+w0dcClZuJnXokxNSUE9/SfqjtUQctO4TpbWKD2HoPQahmJTMn8DFELkuaJyfRBCCFFwisK1IT4+3mCb0NBQWVRKiBfInTt3DI7synFNpqioKHnDi0zMTBT6V7flpLsLZwa7MLiGLaZGzIaLSdSw2D8C1/W3GPDbHU7dj89U30sYppiaYtK6MyaLtmLy6UKoWttwp/hY1O2r0IzvjmbjEtQoKdIvhBBCCCGEECL7cpxksrOz4969e0a1DQoKyvE8RlF0NXMswa/dKxI0tjrTm5SipLnhl5tGhV23Ymi9PZjmW4P49UY0SSmSbMouxcQEpcWbmHy/BZPPlkJNI4Z5PotH9VyPZkIPNGu/Q414nP+BCiGEEEIIIYR4aeQ4ydS4cWPCwsLw8/PT2+7gwYNERkZql1MUr55KNsX4tk057r5dg2XtHXG1M2463NlHzxh68B5V191k/rkwIp8VzNKPLxNFUVCatsHkmw2YzFkBdZoY7pT4DHXfltTV6FZ+g/r4Yf4HKoQQQgghhBCiyMtxkmnkyJGoqsrkyZOzHNEUGBjI+++/j6IojB49OqeHEi8Ja3MT3mvowI2R1djbqxLtKxpXB+tubDKfnAyl0pq/ee/YA25GZl4iU+inKApKg+aYfrUak6/WQIMWhjslJaJ6bUPzTi80P85FfWhg9TohhBBCCCGEEK+0HBf+Bhg2bBh79+6lZMmSdOrUiTNnznD37l1mzJjB1atXOXjwIImJiQwePJjVq1fnZdx5Tgp/Fw7/0Kcs8o9ga2A0SRrj+ihAr6rWTG1UinYVLXWuaigMUwMvo9mxGs79ZVwHE1OUdt1QBoxDqVAlX2MTQhjvZb0+CCGEyLmicG2Qwt9CFD3GFP7OVZIpMTGR6dOns3btWjSa/2UIFEVBVVXtCKaFCxdSrFixnB6mQEiSqXDdj03ix0uRrLgSSUQ2psU1LGPBh40dGFSjJObGVBgXmai3r6cmm3yPGtdBUVBad0YZ8DaKs2v+BieEMOhlvz4IIYTIvqJwbZAkkxBFT74nmdLcvHmTPXv2cOXKFSIjI7G2tqZOnTr069ePOnXq5Hb3BUKSTC+G+CQNm65Hs9g/nBuRiUb3c7Iy490G9kysZ0/pEmb5GOHLSw25hbpzNerJw2Dsyn4t3sLEfTxK1Vr5G5wQIkuvyvVBCCGE8YrCtUGSTEIUPQWWZHoZSJLpxaJRVQ4Fx7LIP4I//o0zup+FqcLI2iX5oHEpajsUz8cIX17qvWDUnWtQvX8HjZGjypq2SU021TBiFTshRJ561a4PQgghDCsK1wZJMglR9EiSKRskyfTiuhL2jMX+EWy+EU1iivEv125VrJnayIGOla2kblMOqA/vou5ah3psHyQnG9epQYvUZFOdxvkbnBBC61W+PgghhNCtKFwbJMkkRNEjSaZskCTTi+9RXDLLL0fw0+VIHj81vm5T3VLFmdrYgaE1S2JhluMFFV9Z6uMHqLs3oP6xG5KMnMJYpzEm7uOhfnNJ8AmRz+T6IIQQ4nlF4dogSSYhip58TTJlp9aSqakpNjY2VKlShVatWjFkyBDs7e1zcth8I0mmouNZsoZfAqNZdCGCq+EJRvcra2nKO/Xseae+A+WspG5TdqkRoah7NqIe3AWJz4zrVLMeJgPHQ5PWkmwSIp/I9UEIIcTzisK1QZJMQhQ9+Zpksra2zlFQiqJgb2/PypUr6dq1a472kR8kyVT0qKrKn3fiWHghgt+DY43uZ26qMLxWST5o5EC90hb5GOHLSY2KQN2/GfXANnhm+MMBANVqpyabmrVDMZHRZELkJbk+CCGEeF5RuDZIkkmIoidfk0x//fUX586dY+7cuTg5OTF06FAaNGiAtbU1sbGxXL58mV9//ZX79+8za9YsateuzY0bN9iyZQvXr1/HwsICHx8fatSokaM7l9ckyVS0XY9IYIl/BBuuRfEsG3WbOla2YmojB7pWscZERtpkixoTjfrbL6j7f4F4I5N8ztVRBo5DadkRRV7HQuQJuT4IIYR4XlG4NkiSSYiiJ1+TTNevX6d9+/Z06tSJNWvWULx45pW8EhMTGTduHIcOHeL48eO89tprJCcnM3r0aPbs2cOYMWNYtmxZTg6f5yTJ9HIIe5rMz1ci+fFSJA/ijCxWDdSyN+eDRqUYUbsklsVkpE12qHExqF7bUPdtgZgo4zpVdEHpPxalbVcUU5m6KERuyPVBCCHE84rCtUGSTC+Ow4cPM2/ePK5fv05UVBS9e/fG09Mzz49TrVo1AG7fvp3n+y6Kxo4dy8aNG7l16xZVqlQp7HCMYkySKcffpv/73/+iqirLly/XmWACMDc358cff9S2BzAzM2PhwoWYmpri7e2d08MLoVPpEmZ4NCtD8NjqbOxSnkZljJsOdyMykUlHH1B5zU08ToVyPzYpnyN9eShWNpgMfBuTlQdQRk8Fu1KGO90NQl0yC827bmj+2I2aJI+3EEIIIYQQaapVq4aZmZlRf8ePH8/xcYKDg3FzcyMoKIhRo0Yxa9YsBg0aZFTf5ORk1q9fT8+ePalQoQIlSpTAwcGBFi1aMGvWLEJCQnIc18tgw4YNmJmZsWHDhjzd771795g5cyavv/46pUqVokSJElSsWJFevXqxYcMGEhONXKwpn+R4JJOLiwuVKlXixIkTBtu2bduWO3fuEBQUpL2tadOmhISE8Pjx45wcPs/JSKaXk6qqeN+NZ5F/OPv/icXYF3sxExhcsyRTGznQqGyJfI3xZaMmPEP9wxN19wYIDzWuUxlHlH5jUDr2QTHXnbQWQugm1wchhBDPKwrXBhnJpN+SJUuIiorKcntAQACenp5YWVlx8eJFXFxccnScNWvWMHHiRDZt2sSQIUOM7hcSEoKbmxuXLl2iXLlydOzYkYoVKxIfH8+FCxfw9fXFzMyMS5cu4erqCrx6I5k2bNjAuHHjWLNmDaNGjcq0/cGDB0RHR1OtWjWKFStm1D63bt3K+PHjefr0KU2aNKF58+bY2try6NEjjh07RnBwMG+++SZ//PFHXt8dwLiRTDmep/LkyROio6ONahsdHU1MTEyG22xsbGS1KZHvFEWhfSUr2ley4mZkAksvRrA2IIr4ZP3ppiQNbLoezabr0bSrYMnUxqXo6WKNqYm8Zg1Rilug9ByK2mUA6p97UXetg8cP9Hd6/BB15X9Rd65G6TsKpYsbSnFJ7gkhhBBCiFfTlClTstwWHh5O8+bNgdQkUU4TTAD3798HwMnJyeg+MTExdO/encDAQD766CPmzp2baXbTrVu3mDZtGrGxxi/Q9KpxcnLK1uN+8OBBRo4ciZ2dHZ6ennTq1CnDdlVV2bt3L2vWrMnrULMlxyOZmjZtSmBgIL///jutW7fOst3Jkyfp2rUrNWvW5Pz589rba9asiaIo3LhxIyeHz3MykunVEfkshVVXI1l2MYK7scbXbXK1M2dKQwdGv2aHtbnUbTKWmpyEevwA6s618PCOcZ1KOqD0GYHSbSBKCav8DVCIIk6uD0IIIZ5XFK4NeTGSafGOGXkZUp76YOB/82W/ycnJdOvWjWPHjjF9+nS+/vrrTG1CQ0P55ptvOHDgAHfu3MHGxoa2bdvyxRdfULduXSB1mlzaCKPnHTlyhPbt22cZw+zZs/nyyy8ZNmyYwalgiYmJmJubA1mPZFJVlfXr17N27VquXr1KcnIyr732GpMmTWLMmDEZ2s6ZM4d58+Zx5MgRgoODWbx4Mbdu3cLR0ZEpU6YwefJkVFVl0aJFrF69mpCQECpVqoSHhwcjRozQGd+PP/7IL7/8QmBgICYmJjRo0IBp06bRq1evDG3TaijdvHmT3377jRUrVhAUFISjoyOjR4/ms88+w+T/V9JOa6tLcnJyhjbG1GRKSUmhdu3a/PPPPxw6dIgOHTpk2TYhISHLkka5la8jmQYNGsScOXMYMmQI33//Pf37989wAktJScHT05OPPvoIRVEyDL27desW9+7do3Pnzjk9vBA5Zm9hyvSmpZnaqBS7bj1h4YVwzj56ZrDfrahEJh9/yKzToYyva8/khg5UsjFuWOOrTDErhtKxL+qbPVH/OoS6cw3cDdLfKToCdeMS1N3rUXoNQ+kxGMXKpmACFkIIIYQQRULIo78LO4QCN336dI4dO0aXLl348ssvM22/ffs2HTp04O7du3Tq1InevXvz+PFjPD09OXz4MIcPH6Z58+bY2dkxa9YsvL29OXHiBCNHjsTZ2RnAYMJj/fr1AHz22WcG401LMGVFVVVGjBjB1q1bqV69OkOGDMHc3JwjR44wfvx4rl27xoIFCzL1W7p0Kd7e3vTu3Zs333wTT09Ppk6diqWlJRcvXsTT05MePXrw1ltvsW3bNsaMGYOzszNt27bV7iMhIYHu3bvj7e1Nw4YNGTt2LElJSXh5edGvXz+WLFnCu+++m+nYn3zyCSdOnKBHjx507tyZvXv3MnfuXBITE7XPSZ8+fYiKimLfvn307t2bBg0aGHys9Dl27Bj//PMPLVu21JtgAvItwWSsHCeZpkyZwpEjRzh16hTjxo3jgw8+oFatWlhbWxMbG8uNGzeIiYlBVVXatGmTYbjf1q1bKVWqFD179syTOyFEThQzVRhcsySDatji8+Apiy6Es/t2DBoDY/uiEjQsOB/OwgvhDKxuy9TGpWjmKFO7DFFMzVDa90Bt0xV8j6LZsQqCb+rvFBON+stPqHs2piaaeg1DsbUriHCFEEIIIYR4oWzatImlS5fi6urKli1btKNm0hs9ejQPHjzgwIEDdOnSRXv7zJkzad68OZMmTcLf3x87Ozu++OIL5syZo00y6Ru9lCYkJIS7d+9SsWJFqlevnuv7tGbNGrZu3cro0aNZvny5tjZRYmIi7u7uLFq0iMGDB9OkSZMM/U6ePMnZs2epWrUqAB9++CE1a9Zk+vTplCtXjosXL1KmTBkARowYQatWrVi4cGGGJNO8efPw9vbGw8OD2bNna8v5xMTE0KlTJz7++GP69etH+fLlMxzb398ff39/7VQ3Dw8PatWqxY8//sjnn3+Oubl5hiRTnz59dNZkyg4fHx8A3nzzzVztpyDkeM6Pubk5e/fuZcqUKVhaWvLkyRP8/Pw4evQofn5+PHnyBEtLS6ZOncru3bszFLL67LPPCAkJYezYsXlyJ4TIDUVRaFXekp09K3FrtCsfNHLAxojpcCkqbP37Cc23BtFqWxA7bz4h2VCGSqCYmqK06oTJwq2YzFgI1Wob7hQfi7pjNZoJPdBsWIIaFZH/gQohhBBCCPGCOHfuHO+88w7W1tbs2rULOzu7TG38/f05ffo0I0eOzJBgAqhRowbjxo3jypUrXL16NcdxPHz4EIAKFSrkeB/p/fTTT1hZWbFs2bIMOQNzc3PmzZsHpA5Sed7kyZO1CSaASpUq0apVK6Kjo5kxY4Y2wQTQvHlzqlatyuXLl7W3aTQafv75Z6pVq5YhwQSp9aM9PDxITExk9+7dmY7t4eGRoZZS6dKl6d27NzExMQQGBubwkdDv0aNHAFSsWDFf9p+XcjySCcDCwoKvvvqKGTNm4OPjw82bN4mLi8PKyorq1avTqlUrrKyknoooOlxKmrOonSNzWpRhTUAUSy9GEPwkyWA/nwdP8Tlwlyq2xXi/oQPj6thhW/zFnP/+olBMTKD5m5g0aw8XTqHZvgoCL+vv9Cwedfd61ANbUbr0R+k3EsVB/5xgIYQQQgghirJHjx4xYMAAEhIS2Lx5M3Xq1NHZ7syZM9r2c+bMybQ9LQESGBiorc1UmOLj47ly5Qrly5dn/vz5mbYnJaV+D9OVuGnYsGGm29ISP7qmpjk6OuLn56f9f2BgIJGRkZQvX565c+dmah8WFpblsRs3bpzptrSkm74VAV8VOU4y/fe//0VRFKZOnYq1tTWdO3eWGkvipWFb3JSpjUsxuaEDe2/HsPBCOD4PnhrsF/wkiQ9PPOIL38e8XceO9xs6UKWk/nnIrzpFUaBJa0wat4IrZ1OTTVfP6e+U+Ax1/xbU37ejdOyL4jYapWx5/X2EEEIIIcRLxblcjcIOId8lJSXh7u7O3bt38fDwoG/fvlm2jYhIHe3v5eWFl5dXlu3i4uJyHI+joyPwv1XpciMyMhJVVbl375521JIuuuK1sclcr9XMLDW9YWtrq3NbWsFt+N9jFRAQQEBAQLaOndX+IbU2dX4oV64cAPfu3cuX/eelXCWZXF1d+fTTT/MyHmHA08h4rEtLAeSCYmai0L+6Lf2r2+L3MLVu046bT0gxMCsuJlHDIv8IllyMoF81G6Y2LsUbTiUyDMMUGSmKAvWbYVq/Geo1/9Rk08XT+jslJ6Ee3IH6x26UN3ui9B+L4pT1CiRCCCGEEOLlkV8ruL1IpkyZwqlTp+jRowezZ8/W2zYt+ZFVweq84OzsTIUKFbhz5w43b97MVV2mtHibNGmiHYVVUNKO7ebmxvbt2wv02DnxxhtvAHD06FGdo9ReJDmuyVS6dGmsra3zMhZhQHxYHEvrLuSXgRu58ds1UpLyJ0sqdGvmWIJfu1fknzHV+bhJKUoaUbdJo8KuWzG03h5M861BbA2MJslQhkqgvNYI09k/YTJ/E7ze1nCHlGTUI3vQvNsPzeLPUA2tXieEEEIIIcQLbtWqVaxcuZKaNWuyadMmgz9YN2vWDABfX998jWvMmDEAfP311wbbJiYmZrnNxsaG2rVrc/369QKfZla7dm1sbW05f/68dlpeXjM1TS2fkhejm958802qVq3K6dOnOXbsmN62CQkJuT5ebuQ4ydSyZUtu3ryp90Uj8lbAjqskP0vm1h832T78V5bU+56j8/4gMjiysEN7pVS2Lcb8NuW4+3YNlrV3xNXOuOlwZx89Y8jv96i67ibzz4UR+UyShIYoNepi6rEEk4VboaX+pToB0KSgHj+AZnJ/NAs+QTW0ep0QQgghhBAvIB8fH6ZMmYKtrS27du3SOUXrec2aNaNZs2Zs3bpV5+gcjUaDt7d3rmP76KOPtIkvDw8PnUmNoKAg3NzcuHbtmt59vffee8THxzNx4kSdU9OCgoIIDg7OdczPMzMzY+LEiYSEhDB9+nSdiaarV68SGhqa42PY29sDcOfOnRzvI42pqSlLly7FxMSEIUOGcPToUZ3t9u/fj7u7e66Plxs5ni43depUDhw4wNy5c/nyyy/zMiahg6qqXNlyMcNtsQ9jOPn9CU4u/Iuqb1ajyaim1OheC9NiUnC6IFibm/BeQwfeqW/Pb0GxLLoQjve9eIP97sYm88nJUOaeecyY1+yY0qiU0YmqV5VStSamn3yH+u9t1B2rUU8dBo0m6w6qinrqcGq75m9iMvBtFNfXCi5gIYQQQgghcigmJgZ3d3cSExNp2bIl27Zt09u+Xbt2tG/fHoAtW7bQsWNHhg4dypIlS2jcuDEWFhbcuXMHX19fHj9+nKuaTJA6AsnLyws3Nze+/fZbNmzYQKdOnahQoQLx8fFcvHgRHx8fzMzMdBb0Tm/ChAmcOXOGjRs34uPjQ4cOHXByciI0NJQbN27g5+fH5s2bqVKlSq5i1mX27Nn4+/uzbNkyvLy8aNOmDWXKlOH+/ftcvXqVS5cucfLkScqWzdlCQy1btqREiRIsXbqUqKgoSpcuDaSuTpcTXbt2ZcOGDUyYMIHOnTvTtGlTWrRogbW1NaGhoXh7e3P79m06dDDix/l8lOMkU7ly5Zg7dy6ff/45AQEBjBw5ktq1a+tdTa5SJamVklP/ngomMiiLEUuqyj9Hb/HP0VtYlbWm4bBGNBrZFAcXh4IN8hVlaqLQp5oNfarZcCH0KYv9I/g1MJpkPTkQgLgklR8uRfLjpUh6VbVmaqNStKtoKXWb9FAqV0P56L+ogyeh7lqLevwAaAyMCDtzDM2ZY6nFxQe+jVIr82oTQgghhBBCvCjCw8N5+PAhAN7e3kaNPkpLMrm4uHDu3DkWLVrEvn37WL9+Paampjg5OdGmTRv69++fJzE6Ozvj6+vLli1b2LFjB4cPHyYiIgILCwuqV6/OtGnTmDhxosEcgKIorF27lm7durF69WoOHDhAbGwsZcuWxdXVlfnz5+db0qR48eIcOHCAtWvXsmnTJjw9PUlISKBcuXLUrl2bCRMmUK9evRzv38HBgW3btjF37lxWr17N06epC0nlNMkEMGTIENq2bcsPP/zAkSNH2LhxI/Hx8ZQqVYqGDRsyc+ZMhg4dmuP95wUlLi4uRwVidFVz13sgReHJkyc5OVSBsLS0LOwQ9Nr19nYCdl7JVh+XdlVpPLoptXrUxtQ8x/lEkQP3Y5P48VIkK65EEpGNaXGNylgwtbEDg2qUxNxUkk2GqI/uoe5ah3p0L6RbLUKv+s0wcR+PUrdp/gYnRAFJSUnh2bNnWFhYaOf+CyGEeLUVhWtDfLzhGQChoaEyUEGIF8idO3cMjuzKcZIpJ0W/Y2Njc3KoAvGiJ5mi7kVxYeNZrm69TFRIVLb6Wpa2osGQhjQe1ZRSrqXzJ0ChU3yShk3Xo1nkH05gpPH1y5yszHi3gT2T6tlTqoQkCA1RHz9E3b0e9Y/dkGTk4/xaI0zcJ0CD5jJ6TBRpReGLhBBCiIJVFK4NkmQSoujJ1yTTy+ZFTzKlXSiKm5sTcjKEC+vPEXjgOhpDc7Ke49zahSajm1KrZ23MLIrlU7TieRpV5WBwLIv8Izjyr/FzoEuYKYysbccHjRyo5VA8HyN8OagRj1H3bkI9uAMSnhnXqUY9TNzHQ5PWkmwSRVJR+CIhhBCiYBWFa4MkmYQoeiTJlA1FJcmU/kIRGxrLpV/9ubD+HJFBEdnaXwkHS+oPbkjjUU0oUzNnhcxEzlwJe8Zi/wg234gmMcX4t1+3KtZMbeRAx8pWkgwxQI2OQN23BdVrGzw1MqlXtTYm7m9Ds/YoJjleeFOIAlcUvkgIIYQoWEXh2iBJJiGKHkkyZUNRTDKlUTUagv8K5sKGs1zffx1NkvE1gAAqt3Sm8eim1O5dh2IlZHRTQXkUl8zyyxH8dDmSx0+Nf87qlS7OB40cGFqzJBZmkgzRR42JRv3tV9TffoG4GOM6VXZFGTgO5Y1OKC/ohzIh0isKXySEEEIUrKJwbZAkkxBFjySZsqEoJ5nSiwuL4/KvF7mw4Szht8KzdQyLkhapo5tGN6Vs7XK5DVkY6Vmyhi03olnkH0FAeILR/cpamvJOPXveqe9AOSup26SPGheD6rUddd9miIkyrlOFKigDxqK07YZiKo+veHEVhS8SQgghClZRuDZIkkmIoqdAkkz3799n27ZtXLp0iYiICJKSknQfSFHw8vLKzaHy1cuSZEqjqiohp4K5sOEc1/cGkJKYvdFNFZtXpsmoprzWtw7FLM1zGrbIBlVVOfJvHIv8I/g92Pgi+eamCsNrlWRqIwfqlrbIxwiLPvVpPOqhnah7NkKUkUnYchVRBoxBad8LpZiM9BMvnqLwRUIIIUTBKgrXBkkyCVH05HuSae3atUybNi1DYklV/7e7tLoxqqqiKAoxMUZOVykEL1uSKb34iPjU0U0bzxEW+DhbfYvbWlB/UAMaj2pKubqO2eorcu56RAKLL4Sz8Xo0z7JRt6ljZSs+bORAlyrWmEjdpiypCc9Q/9iNuns9hIca16m0I4rbaJSOfVHMpQi7eHEUhS8SQgghClZRuDZIkkmIoidfk0w+Pj506dKFEiVK8N577+Hp6cnt27f58ccfiYiI4OzZs3h5eWFmZsann35KuXLlGD58eI7uSEF4mZNMaVRV5Y7vv1xYf5ZrewNIfpacrf4Vmlak8aim1HGrh7mVjG4qCGFPk/n5SiQ/XIzkYbzxz1cte3M+aFSKEbVLYllM6jZlRU1KRD26D3XXOgi9b1wn+9Io/UahdOmPUrxE/gYohBGKwhcJIYQQBasoXBskySRE0ZOvSabhw4ezd+9eNm7cSL9+/ejUqRO+vr4ZRisFBgYycOBAkpOTOXXqFPb29jk5VIF4FZJM6T2NesqVbZe4sOEsodeMHMnx/8xtilNvYH0aj2qKU4PyuY5FGJaQrGHb309Y5B/BxcfPjO5XysKUifXsebeBPeWtZapXVtTkJFTv31F3rYH7/xrXqaQ9Sp8RKN3cUUpY5W+AQuhRFL5ICCGEKFhF4dogSSYhip58TTJVr16dhIQEQkJCUBRFZ5IJ4PLly7zxxhu8++67fPvttzk5VIF41ZJMaVRV5e7ZO1xYf46A3VdJfqq7plZWyjeqQKNRTajbvz7FbWQKUX5TVRXvu/Es8g9n/z+xGPvmLWYCg2um1m1qVFZG32RFTUlGPfkH6s7VcOcf4zpZ26L0GorSYyiKtU3+BiiEDkXhi4QQQoiCVRSuDZJkEqLoydckk4ODA7Vq1cLHxweAbt26cfLkSUJDQylRIuOX2MaNG5OcnMzly5dzcqgC8aommdJ7FvWUKzsvc2HdWR4FPMpW32JW5tQbUJ/Go5vi1LC8th6XyD83IxNYcjGCdQFRxCcb/zZuX9GSqY1K0bOq1G3KiqrRgO+faLavhuC/jetkaY3SY3Bqwsn2xR21KV4+ReGLhBBCiIJVFK4NkmQSoujJ1ySTs7Mz5cuX5/Tp0wAMHjyYAwcOcP78eWrUqJGhbYsWLbh16xZhYWE5OVSBkCTT/6iqyv0L97iw4RxXd10hKS4xW/0d6znSePTr1B1QH4uSstpZfot8lsKqq5EsvRjBvVjj6za52pkzpaEDo1+zw9pc6jbpoqoqnD2BZscquBlgXCeLEihd3VH6jkCxK5W/AQpB0fgiIYQQomAVhWuDJJmEKHryNcn0xhtv8ODBA4KCggD44osvWLhwIfPnz+edd97Rtnv48CF16tTB0tKSO3fu5ORQBUKSTLolPHnG1V1XuLD+HA8uGVkY+f8VsyxGHbd6NB7dlApNKsropnyWlKKy8+YTFvmHc/aR8XWb7IqbML6uPZMbOlDJRuo26aKqKlw8jWb7Krh+0bhO5sVROruh9BuNUkr/iViI3CgKXySEEEIUrKJwbZAkkxBFjzFJphwPX2jRogXh4eE8fPgQgN69e6OqKp9//jmrV6/m2rVrHD16FHd3dxITE2ndunVODyUKUXFbC5qMeZ3x3u/w9vFJNBnzOubWxq0slxSfxMXNF1jbcSUrW/+I30pfnkU9zeeIX13FTBWG1CrJmcEunHSvQn9XG0yMyOtFJWhYcD4cl7U3GeJ1F7+H8hw9T1EUlEZvYPL1WkzmreT/2LvzuCrL/P/jrxsO+yKyb8ouHNzYhMwsGzVTy8rKpsW9tKYas5y+01CTZdM0zfwya9rNxKW0BdOSymzRytCQRZDDvqOCsskmyzn37w+CUUA558hBDlzPx2MeM8O5r+u+OMK5OO9zXZ+L8ZP6btTagvzlR2hW3oTm7X8ga3t6nSAIgiAIgiAMoH379jF16lScnZ1RKBTMnz/fIPcJCAggICDAIH0bo2XLlqFQKCgqKrrSQ+lXeodMs2bNQqPR8PXXXwMQGRnJH//4R5qbm1m9ejUxMTHccsstJCcnY2NjwzPPPNNvgxauDM8wL+aun8fjWU9y02u34BnhpXXbiuMVfP3kXl5R/pvdD8VTerikY3WI0O8kSWKKpzWf3jSKvCWBPBbuiJ0W2+HUMuzIOUvMjkKu+biQz3LPotaIf6PzSZKENH4SpuvexeSfH0DE1X03am9D/vpTNA/dgub1tcgntTy9ThAEQRAEQRi2AgICUCgUWv3nxx9/1Ps+RUVFzJ8/n8LCQhYvXswzzzzDXXfdpVXb9vZ2Nm/ezE033YSXlxdWVlY4Ojpy1VVX8cwzz1BcXKz3uIaCuLg4FAoFcXFx/dJf58+Eu7t7jwPXOtnY2FzxIE/v7XIAjY2NmJubY2bWscVGrVazfv16PvzwQ4qKirC2tuaaa67hmWeeYezYsf02aEMQ2+X0c+rYSZK3JJH+cRotZ1t0auuidCViURQT/jgRq5GD+/k3dnUtat4/XstrKdUU12t/gqCvvRl/DnNk+VgH7C0Gz8/dYCLnHu+o2XTkgHYNTEyQpt6IdMdypFH+hh2cMCwM1vlBEARBuHKMYW4Q2+UubcOGDdTW1l708ePHjxMfH4+NjQ2pqan4+fnpdZ/333+flStXsnXrVu6++26t2xUXFzN//nzS0tJwc3NjxowZeHt709TURHJyMomJiSgUCtLS0ggMDAToCj/y8/P1GquxiYuLY/ny5bz//vssXry4x+MnT56krq6OgICArkzlUgICArqCu7/97W88//zzPa6xsbHB3d3dYM+xQWsyDTUiZLo8rY2tZO7K4GhcEuW/6VZ7y9RCQegtY4lYEsXoyT6idpMBtWtkPs+vZ31yFYdOar8tzs7chPvHOvDnMEd8R2i3XXK4kQuz0XyyEX79DrRZpSdJSJNnIC24H8l3TN/XC8JFDPb5QRAEQRh4xjA3iJBJf1VVVcTExFBUVMSOHTu444479O5r3bp1PPfcc+zfv59p06Zp1aa+vp6rrrqK7OxsnnjiCZ5//nksLCwuuCYvL481a9awdu1awsLCABEyXa6AgABOnDiBh4cHVVVVZGdn4+7ufsE1ImQaRETI1H8qjp8iJe4oaTtSaTmrfQFqAOcxzoQvimLi3WFYO9kYaIQCwJFTzaxPruKT3LOotXwVMJHgtgA7Ho9wYrKHlQgEeyGX5iN/8j7yz9+ARqNdo+hpmCx4ACkw1LCDE4YkY5ofBEEQhIFhDHNDf4RMO3bs6M8h9as//vGPBum3vb2d2bNn88MPP/Dkk0/y4osv9rimsrKSl156ib1791JaWoqdnR3XXnstzz77LOPGjQM6tsl1rjDqrq/Aae3atbzwwgvce++9fW4Fa21txdy840Pqi4VMsiyzefNmNm3aREZGBu3t7YSGhvLggw+ydOnSC6597rnnWLduHfv376eoqIhXX32VvLw83N3dWbVqFY8++iiyLLN+/Xo2btxIcXExo0aNIjY2loULF/Y6vjfeeIMPP/yQ7OxsTExMmDhxImvWrOHmm2++4Nply5axZcsWcnNz+fLLL3n77bcpLCzE3d2dJUuW8PTTT2NiYnLBtb1pb2+/4Jq8vDx8fX0v+Tx2Pn+nTp3izTffZPny5axcuZI33njjgmtEyDSIiJCp/7U1tZK5+zjJcUmUJupWh8bU3BTlvFDCF0XhO9VPhBkGVHK2jf+mVfNueg11rVqGIkC0myWrI5y4PdAeM1Px79OdfKIY+bMPkH/cC+p27RpFTOkIm0ImGnZwwpBijPODIAiCYFjGMDf0R8i0fv36/hxSv1q9erVB+n388cd57bXXmDVrFl988UVXqNEpPz+f6dOnU1ZWxsyZMxk3bhynT58mPj4eSZLYt28fMTEx1NbWsmHDBg4cOMDBgwdZtGgRPj4+ACxevPiSoYevry9lZWWoVCqCgoK0HntvIZMsyyxcuJAdO3YQFBTE9ddfj7m5Ofv37ycrK4vVq1fz73//u+v6zpBp3rx5HDhwgHnz5uHg4EB8fDzl5eW88847pKamEh8fz9y5czE3N2fnzp3U1NTw/fffc+2113b11dLSwpw5czhw4ABhYWFcc801tLW1kZCQQGlpKRs2bODhhx/uur4zFJo/fz4HDx5k7ty52Nvbs3v3bkpKSvjrX//KCy+8AMDu3buJi4tjz549zJs3j4kT//f3/bPPPntBf7qGTPX19URERJCVlcWxY8cYM+Z/uyKGRMhUVFTE119/TX5+Pg0NDRct5ixJEm+99dbl3MqgRMhkWKezKkmOSyLto1SdT5hzDHAiYnHH6iYbF1sDjVBoaNXwQWYtG1KqyK/Tvm6Tt62CR8MceWDcSEZaGt/PpqHJFSeQ4zchf7cb2rUMm8ZHY7LgARgXKQJWoU/GPj8IgiAI/c8Y5gYRMulu69atLF26lMDAQBITE3FwcOhxzdSpUzly5Ah79uxh1qxZXV/PyckhJiYGX19fUlJSur5+/sogbbbLFRcXExAQgLe3t86novUWMm3cuJEHH3yQJUuW8NZbb3XVJmptbWXBggV8+eWXHD58mMjIyAvG6+joSGJiIv7+HTVOS0tLCQ4OxsrKCjc3Nw4cOICLiwsAhw8fZsqUKdx00018/vnnXfd++umneemll4iNjWXt2rVdf3fX19czc+ZMjh07Rl5eHp6ensD/QiE/Pz8OHjyIh4cHAGfOnCEkJAS1Wk1FRUXXyq2+tsvpGzI1Njayd+9ebrnlFubPn8/HH3/cdc1gCJn0Pl0OIDY2lgkTJvCXv/yFt99+m61bt7Jt27aL/kcYvlxCXJn1zzk8nvUXbnv3DkZf7at12+r8Kvb//RvWh/6HT5fupOBAPrK225AErdmam/BomCPZiwP5/OZRXOelXfBa1tDO//1cyaj3c3j0h5Pk1bYaeKTGRXLzxOShpzF5+0ukuX8Ec4u+G6UfQfPMA2j+thw55VdxEqMgCIIgCMIwl5SUxEMPPYStrS2fffZZrwFTSkoKv/76K4sWLbogYAIYM2YMy5cvJz09nYyMDL3HcerUKQC8vLQ/afxS3nzzTWxsbHj99dcvKH5tbm7OunXrgN63RT766KNdARPAqFGjmDJlCnV1dTz11FNdARNATEwM/v7+HDt2rOtrGo2Gd955h4CAgAsCJgA7OztiY2NpbW1l165dPe4dGxvbFTABODs7M2/ePOrr68nOztbzmdDN3LlzmTp1KvHx8Rw5cmRA7qkthb4N33nnHTZs2ADA2LFjiYmJwdXVtcdyPUE4n8LSjPELJjJ+wUTO5JwmectR0j5Mobm6708yNG1qMndlkLkrg5G+IwlfHEXYPeHYutkNwMiHD1MTiVsC7LglwI7kymbWJ1ezI6eO9j5yvcY2mf+m1fBGWg03+9vyeIQT13pZi5U4v5Oc3ZAe+D/kO5Yj796K/NXH0NJHzTJVCprn/gRB4zpWNkVNFc+nIAiCIAjCMFNRUcEdd9xBS0sL27Ztu+jJ7YcPH+66/rnnnuvxeGcAkp2d3VWb6UpqamoiPT0dT09PXn755R6Pt7V17K7oLbjpLCZ+vs7g5/ytaZ3c3d0vCGOys7OpqanB09Oz11Pazpw5c9F7R0RE9PhaZ+h2qRMB+9tLL73ElClTeOqpp/juu+8G7L590Ttk2rRpE5IksXbtWp544on+HJMwTDiPceGGF27kD8/MIOvLTJI3J1H0U6FWbWuKavj+uW/58R/fETwnhPDFUQRcH4AkQs5+FeFqxdYbvfjXNa68kVbD2+k1VJ9TX7KNDOwpaGBPQQPhLpasjnDkrjEjMBd1mwCQRjojLVmNPH8J8p7tyHt3QHPjpRvlZqD5xyrwC8bkzvvhqj+In3VBEARBEIa981eTDFVtbW0sWLCAsrIyYmNjufXWWy96bXV1NQAJCQkkJCRc9LrGxj7+9ryEztPMTpw4oXcfnWpqapBlmfLy8q5VS73pbbx2dj0XGigUHfGGvb19r4+1n1e6ovO5On78OMePH9fp3hfrHzq2qg6UmJgYbrvtNnbt2kVCQgJz5swZsHtfit4hU35+Ps7OziJgEi6bwkLBuNsnMO72CVTlV5GyJYnU7Sk0nen7xU/TrkG1JxPVnkwcRjsQviiSsHsjsPPo+Ysv6M/T1ox/THElNtqZLapaXk2pJrum721xKafPseibE/zfz5U8MnEkK8ePxMlK75edIUWyH4l03yPIty5C/vIj5C+2Q2P9pRsVZqN5+S8wOgDpjuVIU25AGqR1FgRBEARBEAzNUCe4DSarVq3il19+Ye7cuaxdu/aS13aGH90LVvcnHx8fvLy8KC0tJTc3V6fC3911jjcyMrJrFdZA6bx395pGxuaFF17giy++IDY2lhtvvPFKDwe4jJpM1tbWjB49uj/HIgg4BTgx47lZrM5cwx2b78L/+gCt29aW1PLDC9/x6rj/x857tpO7LweNWtRu6k/WZiY8OMGRzEUB7L1lFDNG22jV7mRjO7GHTjPq/Vwe/O4kWdUtBh6p8ZBs7TH540pM3ktAWvgo2Dv03agkH/mVv6F5dD6a7/Ygt2tfqF0QBEEQBEEwDu+99x7vvvsuwcHBbN26tc+yCdHR0QAkJiYadFxLly4F4MUXX+zz2tbWi38wbWdnh1KpRKVSDeg2MwClUom9vT1Hjx7t2pbX3zqL7htydVNwcDDLli0jPT190NTB1jtkioqKoqioSBSkFQzC1FxB6K3juG/XEh5JWc2Ux6/FxlW7k+VktYbshCw+WrCV1ya+woF//cDZ8joDj3h4MZEk5vjZ8e18H9Lu9WdpqINW2+Ga22XeSa9BuSWfOZ+XsL/k4idSDjeStS0mty/D5N0EpKWPw0jnvhudKEF+/Vk0D9+G5pvPkNtE0XVBEARBEISh4NChQ6xatQp7e3s+++yzXrdodRcdHU10dDQ7duzodXWORqPhwIEDlz22J554oiv4io2NpaWl5wfIhYWFzJ8/n8zMzEv29cgjj9DU1MTKlSt73ZpWWFio8yl22lAoFKxcuZLi4mKefPLJXoOmjIwMKisr9b7HyJEjgY4T2Qzp73//O9bW1qxduxbNIDggS+99K2vWrOHGG2/k7bff5qGHHurPMQnCBRz9HJn+95lMe+oP5HyVRfKWo+R/lwdahBNny+o48M/vOfivHwicOYaIJVEEzQzCRCG2GPWXCS6WbLrBk39OceWtY9W8eayG0819p/VfFTXwVVED450teCzckXuCR2CpEHWGJEsrpFsWIt94J/L+z5HjN0NVxaUbVZQjv/UC8sfvIc1fgjTjViQLywEZryAIgiAIgtC/6uvrWbBgAa2trUyePJmdO3de8vrrrruOadOmAbB9+3ZmzJjBPffcw4YNG4iIiMDS0pLS0lISExM5ffr0ZdVkgo4VSAkJCcyfP59//etfxMXFMXPmTLy8vGhqaiI1NZVDhw6hUCh6Leh9vhUrVnD48GG2bNnCoUOHmD59Oh4eHlRWVpKVlcWRI0fYtm0bvr6+lzXm3qxdu5aUlBRef/11EhISmDp1Ki4uLpw4cYKMjAzS0tL4+eefcXV11av/yZMnY2VlxWuvvUZtbS3Ozh0fIsfGxvbnt4G7uzurVq3in//8Z7/2qy+9Q6arr76aN998k8cee4zMzEweeOABgoKCsLKy6s/xCUIXUzNTlPPGopw3ltriGlK2HiVlWzINp/qoYwPIGpncb7LJ/SYbO097wu+LIHxhJCNGORh+4MOEm42CtZNd+eskZ7Zn1bE+pZrjVX1vi0s/08Lyb0/y1C+V/GmCIw9NGImrtajbJFlYIs39I/IN85F/+BL5s01QUX7pRlUVyO/9C/nT95FuWYh0451IluI1WRAEQRAEwZhUVVVx6tQpAA4cOKDV6qPOkMnPz4+kpCTWr1/Pnj172Lx5M6ampnh4eDB16lRuv/32fhmjj48PiYmJbN++nU8++YR9+/ZRXV2NpaUlQUFBrFmzhpUrVzJq1KhL9iNJEps2bWL27Nls3LiRvXv30tDQgKurK4GBgbz88stMnz69X8bcnYWFBXv37mXTpk1s3bqV+Ph4WlpacHNzQ6lUsmLFCsaPH693/46OjuzcuZPnn3+ejRs30tzcDPR/yATwl7/8hffee6/rVLwrSWpsbOxzOUhvldt1vpEkcfbs2cvux1Csra2v9BAuSa1Wc+7cOSwtLbv2dgqgaVeTuy+H5LgkcvflarW6qYskETgziIhFkQTNCsbUTDyv/UmWZfaXNPJKchVfF2v/aYmFqcS9ISNYHe7IOGexGqeT3N6GfPAr5E83wYli7RrZOyDNuw9pzl1I1tptNxWMj5gfBEEQhO6MYW5oamrq85rKyso+QwpBEAZOaWlpnyu7tAqZbG37581JQ0NDv/RjCCJkMn51pbWkbEsmddtRzpbrFmjautsRdl8E4fdFMtJ3pIFGOHypqlt4NbmKLao6zqm1DwJnjrZhdbgjs3xtMemj0OFwIavVyL/sQ/70fSjJ166RrT3STfcg3XQ3kq04eXGoEfODIAiC0J0xzA0iZBIE49NvIVNJSUm/DGgwn0YnQqahQ9OuJm9/Xsfqpm+ykTW6rW7yvz6AyMVRjJkTIlY39bMzze28k17Df1NrONXUrnW7kJHmPBbuxELlCKzNRN0mAFmjgcTv0XyyEQqztWtkZYM0949I8+5Fshdh6lAh5gdBEAShO2OYG0TIJAjGp99CpuFAhExD09nyOlK3J5Oy5Sh1ZbqdMGfjakvYveGEL4rC0c/RQCMcnlraNezMOcv6lGpST5/Tup2TpSkPThjJwxNH4mFjZsARGg9ZliHpJzQfvwe5Gdo1srTqqNd0y0IkbU6xEwY1MT8IgiAI3RnD3CBCJkEwPiJk0oEImYY2jVpDwQ/5JG/+jeyvspHVuh3t6HedPxFLogiZq8TUXBSl7i+yLHOgrIlXUqr4sqABbV+MzEzgj8EddZvCXUVha/g9bEpN7AibVCnaNTK3QJp5G9JtS5Cc3Qw7QMFgxPwgCIIgdGcMc4MImQTB+Bg0ZKqvryctLQ1XV1fGjBlz0etycnKorKwkLCys32o7GYIImYaP+lP1XaubaotrdGpr7WzDxLvDiFgchVOgWAHSn3JrWtiQWs0Hx2tpatf+ZWmatzWrw524yV/UbYLfw6aMox1hU/oR7RopzJCmz0OavwzJzdOwAxT6nZgfBEEQhO6MYW4QIZMgGB+DhkyvvfYasbGxvPrqqyxfvvyi173//vs89thjvPzyyzz00EP63GpAiJBp+JE1GgoOFJC8OYnsvSo07bqtbvK5xo/IJVGE3ByKwkKsbuovNefUvJtew+tp1ZQ3aF+3KdDBnMfCHVmsdMDWXNRtApCzUtF8vBGSf9GugakCadpcpNuXInn6GHRsQv8R84MgCILQnTHMDSJkEgTjY9CQ6cYbbyQxMZHS0lLs7Owuel19fT3e3t5cffXVfPXVV/rcakCIkGl4a6hsIO2jFJI3J1FTWK1TWytH667VTc5jXAw0wuGnTS3zae5ZXkmpIqlC+7pNDhYmrBg3kkfCHBllJ+o2Ach5xzvCpiM/atfAxATpmllIdy5HGhVg0LEJl0/MD4IgCEJ3xjA3iJBJEIyPQUOmoKAgzM3NOX78eJ/Xjh07lvb2drKztTwB6QoQIZMAHaubin4qIjnuN1RfqNC0qXVqP3qyDxFLolDOG4uZlQg4+oMsy/xyopn1KVV8nl+PtocFmkpwZ5A9qyOciHYXdZsA5KIc5I83Iv+6H2QtnkhJgsnTMbnzfiS/YMMPUNCLmB8EQRCE7oxhbhAhkyAYH4OGTI6OjkyYMIEff/yxz2unTZtGeno6VVVV+txqQIiQSeiu8UwjaR+lkBKXRFWebj+7lg5WTLhrIhFLonBVioLK/aWwrpXXUqt5/3gt9a3ab2+c4mnF6nAnbg2ww9RE1G2SSwuQP92E/NNXoNHyeYy+DpM7H0AKGmvYwQk6E/ODIAiC0J0xzA0iZBIE42PQkMnX1xeFQkFeXl6f1wYGBtLW1kZxcbE+txoQImQSLkaWZYp/KSI5LgnV7uOoW3Vb3eQdM5rIxVGE3joWM2tzA41yeKlrUfP+8VpeS6mmuL5N63a+9masCnNk2VgH7C3E75F8sqQjbPpxL6i1rH8VfjUmCx5AUoYZdGyC9sT8IAiCIHRnDHODCJkEwfgYNGSaN28eP/zwAwkJCUydOvWi1/3000/Mnj2b6667jr179+pzqwEhQiZBG03VTRz7KJXkLUmcyT6tU1sLe8uO1U2Lo3Ab526gEQ4v7RqZz/PreSW5il9PNmvdzs7chPvHOvDnMEd8R4jgT644gbzrA+T9u6Fdy9Bu/CRMFjwA46KQxKl+V5SYHwRBEITujGFuECGTIBgfg4ZM27Zt48EHH2T06NHs3r2boKCgHtfk5eUxb948SktL+e9//8vixYv1udWAECGToAtZlilNLCF5829k7j5O+zntT0ED8IryJmJxFGPnj8fcRoQc/eHwySbWp1Tzae5Z1Fq+qplIcFuAHY9HODHZw2rYhyVyVSXyrjjkfZ9Ba4t2jZRhmNx5P4RfPeyfvytFzA+CIAhCd8YwN4iQSRCMj0FDJrVazQ033MDhw4extLRk3rx5XHXVVYwYMYK6ujoSExPZs2cP586dIyYmhn379g3aFzgQIZOgv+baZtJ3ppEc9xuVmZU6tTW3s2D8nROIWByFx0RPA41weCk528Z/06p5N72GOh3qNkW7WbI6wonbA+0xMx3eYYlcW4X8+Vbkrz+Gc1quEAsa2xE2TbpOhE0DTMwPgiAIQnfGMDeIkGnw2LdvH+vWrUOlUlFbW8u8efOIj4/v9/sEBHScWpyfn9/vfRujZcuWsWXLFvLy8vD19b3Sw9GKQUMmgKqqKu677z5++umnjs7Oe2Mh/35y0XXXXceWLVtwcnLS9zYDQoRMwuWSZZmy30pJ3pzE8V0ZtDdrXysIwDPci4glHaubLOwsDDTK4aO+Vc3mzDo2pFSRX6f9v8UoOwWPTnTkgXEjcbAc3r9r8tka5C8+RN67A5oatGvkOwaTBffDVdORTEwMO0ABEPODIAiC0JMxzA0iZLq0gIAArWsa79+/n2nTpul1n6KiIsaNG4eDgwN33XUX9vb2hISEcNddd/XZtr29nW3btvHpp5+SkpJCdXU1VlZWjBkzhpkzZ3L//ffj4+NzwfcEwydkiouLY/ny5bz//vu97urSN2TKy8tjw4YNfPfdd5SVlWFiYoKvry833HADq1evxsPDox+/iwsZPGTq9NVXX/H5559z/Phx6uvrsbOzY9y4cdx6663ceOONl9v9gDCGkKm5uZmKigp8fX0H7WQhdDhX20z6p8dI/uA3Ko5X6NTW3NaccbdPIGJJFB5hnmJVyGVSa2S+LGzgleQqDpb3/cdMJxsziaWhDqwKdyLQYXhvaZQb6pH3foT8xXZoOKtdI28/pDvvR7rmBiRThWEHOMwZwxsJQRAEYWAZw9wgQqZL27BhA7W1tRd9/Pjx48THx2NjY0Nqaip+fn563ef9999n5cqVbN26lbvvvlvrdsXFxcyfP5+0tDTc3NyYMWMG3t7eNDU1kZycTGJiIgqFgrS0NAIDAwERMnV38uRJ6urqCAgIwMzMTKs+P/jgA/70pz/R3t7O9ddfT1hYGBqNhsOHD/Prr79ia2vLhx9+yJw5c/r72wG0C5n65S//2bNnM3v27P7oSriE06dPs2vXLiwtLQkODiYkJARvb28RQgxClg5WTLo/hqjl0ZxILid5cxIZnx2jranvFTWtDa0kxyWRHJeE+wQPIpZEMf6OCVjYWw7AyIceUxOJWwLsuCXAjuTKZtYnV7Mjp472PnbSNbbJ/DethjfSapjnb8fqCEeu9bIelr9vkq0d0l0rkOfdi/zVx8i7t0JdzaUblRUir49F3vE20h3Lka6bg6TQbvIUBEEQBEEY7latWnXRx6qqqoiJiQE6QiJ9AyaAEydOAOi0+qW+vp45c+aQnZ3NE088wfPPP4+FxYU7MfLy8lizZg0NDVquhh+GPDw8dHrev/zyS1asWIGTkxPx8fFcffXVFzz+xRdfcM8993DnnXfy008/ERER0d9D1orYy2BEcnJyADh37hxpaWns3LmTd999lwMHDnD6tG4nnQkDQ5IkvCK9ufn1W3k860nmrp+H+wTtX0hOHTtJwuNf8ErIy+x5ZBdlSaVdW1EF3UW4WrH1Ri+KlgXx1CQnHLXYDicDuwvqmfZpMZEfFrJVVUurtpXFhxjJygaT+UsxeWcv0rInYKRz341OliK/vhbNn25F882nyG2thh+oIAiCIAjCENXe3s4f//hHioqKePLJJ7njjjt6XFNZWcnjjz9OcHAw1tbWuLm5ceedd5KRkdF1TVFREQqFgueeew6AGTNmoFAoUCgU/Pjjj5ccw//7f/+P7Oxs7r33Xv71r3/1CJgAAgMD+fzzzwkNDe3ze5JlmQ8++ICpU6cycuRI7OzsiImJ4YMPPuhx7XPPPdc1xs2bNxMWFoatrS2BgYG8/vrrXf298sorhIaGYmNjQ0hICFu3bu313q2traxfv55JkyZhb2+Pg4MD1113HV988UWPa5ctW4ZCoaCwsJDXX3+dsWPHYm1tjb+/P88//zwajeaCa5cvXw7A8uXLu55bhULRo7+ioqI+n6P29nYee+wxZFlm27ZtPQImgJtvvpn169fT0tLC448/3mefhtIv2+WGgsG+Xa6trY13332X5uaLF+F1dnZGqVQSEhLCiBEjBnB0gq5OpP6+uunTY7Q26Pam222sG+GLo5iwYCKWDlYGGuHw0NSmYYuqlldTqsmu0f7fwcNGwSMTR7Jy/EicrIbvVjC5tQV5/+fI8ZvhzCntGjm5Id22GGnmbUgWYnVefzCGLRGCIAjCwDKGuaE/tsttnrWxP4fUr5Z8c79B+n388cd57bXXmDVrFl988QUm3Wpg5ufnM336dMrKypg5cybjxo3j9OnTxMfHI0kS+/btIyYmhtraWjZs2MCBAwc4ePAgixYt6qqftHjx4kvWCPL19aWsrAyVStXrKfMX09t2OVmWWbhwITt27CAoKIjrr78ec3Nz9u/fT1ZWFqtXr+bf//531/XPPfcc69atY968eRw4cIB58+bh4OBAfHw85eXlvPPOO6SmphIfH8/cuXMxNzdn586d1NTU8P3333Pttdd29dXS0sKcOXM4cOAAYWFhXHPNNbS1tZGQkEBpaSkbNmzg4Ycf7rq+s4bS/PnzOXjwIHPnzsXe3p7du3dTUlLCX//6V1544QUAdu/eTVxcHHv27GHevHlMnDixq59nn332gv60qcn07bffMnv2bGJiYvjll18uep1arcbPz48TJ06QlZXVtVWxvwxYTaahYLCHTAUFBTpV+Pfy8kKpVDJmzJhB/70NZ60NLWTEp5O8OYkTyeU6tVVYmTH21nFELInCO3rUsNzG1V80ssxXRQ2sT67mu9JGrdtZKSQWKR14LNyREMfhW6xdbmtD/vEL5E8/gIoy7Ro5OCHdughp1h1IVuI16nIYwxsJQRAEYWAZw9zQHyHTP5zW9uOI+lds1dp+73Pr1q0sXbqUwMBAEhMTcXBw6HHN1KlTOXLkCHv27GHWrFldX8/JySEmJgZfX19SUlK6vt4Z2mhbPLy4uJiAgAC8vb21WoFzvt5Cpo0bN/Lggw+yZMkS3nrrra7aRK2trSxYsIAvv/ySw4cPExkZecF4HR0dSUxMxN/fH+gIP4KDg7GyssLNzY0DBw7g4uICwOHDh5kyZQo33XQTn3/+ede9n376aV566SViY2NZu3Zt1/up+vp6Zs6cybFjx8jLy8PTs+MU8M5QyM/Pj4MHD3ZtdTtz5gwhISGo1WoqKiowN++o59qfhb+ff/55nn/+eZ566inWrVt3yWsXLlzIRx99xObNm7nvvvsuea2utAmZxHY5I1FYWKjT9eXl5ezfv5+3336b+Ph4VCoVra1im8pgY25rQcSiKO7//kFWHPwTUfdHY2GvXVjR3txG2kcpfDDrPd6++r8cfutXmmu0L2wt/I+JJDHXz479t/uQdq8/S0MdMDftO7Rrbpd5J70G5ZZ85n5ewv6ShmG5nVEyM8Nk5nxM3tyFtOp58PTpu1FtFfLm9WhWzEXzyfvI2p5eJwiCIAiCMAwlJSXx0EMPYWtry2effdZrwJSSksKvv/7KokWLLgiYAMaMGcPy5ctJT0+/YNucrk6d6li97uXlpXcf53vzzTexsbHh9ddfv6D4tbm5eVeYsmPHjh7tHn300a6ACWDUqFFMmTKFuro6nnrqqa6ACSAmJgZ/f3+OHTvW9TWNRsM777xDQEDABQETgJ2dHbGxsbS2trJr164e946Njb2glpKzszPz5s2jvr6e7OxsPZ+JS6uo6DhMSptC+N7e3kBHYfErYfju8zAy1113HaNHj6agoIDc3FzOnTunVTuNRkNBQQEFBQWYmZkRGBiIUqnEx8dn0H6qMVy5T/Bgzn9uZsZzs8jclcHRuCTKfyvVqu1pVSXfPJXA/rX7CL1lLBFLohg92UesbtLDBBdLNt3gyT+nuPLmsWreOlbD6WZ1n+0SihpIKGpgvLMFj4U7ck/wCCwVwyvHl0wVSNffjHztHORD3yJ/shFK+jg9pL4Weft/kT+PQ7rpHqSb70GytR+YAQuCIAiCIBiBiooK7rjjDlpaWti2bRtjx47t9brDhw93Xd9Za+l8nQFIdnY248aNM9yAtdTU1ER6ejqenp68/PLLPR5va+s4NKm34CYsLKzH1zqDn/O3pnVyd3fnyJEjXf8/OzubmpoaPD09ef7553tcf+bMmYveu7eC2p2h26VOBBwuRMhkJCRJwtPTE39/f2bMmEFRUREqlYq8vDza29u16qOtrQ2VSoVKpcLKyorg4GCUSiWenp4ijBhEzG3MCbsvgrD7Iqg4foqUuKOk7Uil5WzfwaK6pZ30j9NI/zgN5zHOhC+KYuLdYVg72QzAyIcWNxsFz0125alJzmzPqmN9SjXHq1r6bJd+poXl357kqV8q+dMERx6aMBJX6+H1UiuZmiJNvRF5yg1w5Ec0H78HBVmXbtRYj7zzHeQ925DmLECadx/SCMeBGbAgCIIgCMIg1dbWxoIFCygrKyM2NpZbb731otdWV1cDkJCQQEJCwkWva2zUvjxEd+7u7sD/TqW7HDU1NciyTHl5+SW3gPU2Xjs7ux5f6yyqbW/f8wNLhUJxwfvmzufq+PHjHD9+XKd7X6x/6Niqaghubm5Ax3a1vpSVdZSv0OXkuv40vN75DBGmpqYEBAQQEBBAa2srubm5qFQqiouLtd6q09zcTGpqKqmpqdjb26NUKlEqlTg7a3FalDBg3Ma6c+PLc5m+diaZu4+THJdEaWKJVm3P5Jzh26e/5vvnv0U5L5SIxZPwucZXBIo6slSYsHzcSJaNdeDbkkbWJ1fxdXHfE3Nlk5q1iaf5529nuDdkBKvDHRnnPLwKXUsmJnDVHzCJuR6O/twRNuWkX7pRcyPyZx8gf/lRR72mWxchObpcuo0gCIIgCMOSV5T3lR6Cwa1atYpffvmFuXPnsnbt2kte2xl+dC9Y3Z98fHzw8vKitLSU3NxcnQp/d9c53sjIyK5VWAOl897z58/n448/HtB762Py5MkAfP/995cM5NRqNQcPHgTgqquuGpCxdad3yLR9+3YA7rjjjl6PLBQGhrm5OWPHjmXs2LE0NjaSnZ2NSqXSaf/l2bNnOXz4MIcPH8bFxaXrhLreElrhyjCzNmfi3eFMvDucSlVF1+qmc7UXP22wk7pVTcan6WR8mo5jgBMRiztWN9m42A7AyIcOSZK4wceWG3xsyaxqYUNKFVtUdZxTXzrYbVHLbDpey6bjtcwcbcPqcEdm+dpiMozCPkmSIGoqJpHXQNphNB+/C5kpl27Ucg55zzbkrz7uOInutiVILu4DM2BBEARBEIyCoU5wGyzee+893n33XYKDg9m6dWufHxZHR0cDkJiYaLCQCWDp0qW88MILvPjii3zwwQeXvLa1tbWrEHZ3dnZ2KJVKVCoVtbW1vdaZMhSlUom9vT1Hjx6lra3tgnpQ/aWzPE1/rG66/vrr8fHx4fDhw3z//ff84Q9/6PW6uLg4ysvLueaaa/r9ZDlt6V0w5MEHH+Sf//ynCJgGERsbGyIiIrj33nu5//77mTJlCo6Oum03OX36NAcPHuTdd99lx44dHDt2jObmvoMMYeC4Kt2Y9dIcHs/6C7e9ewejr/bVum11fhX7//4N60P/w6dLd1JwIB9ZozHcYIeoUCcL3pnhSen9Qayb7IK7ltvhvi1pZM7uUsZuyeedYzU0tQ2v516SJKSwqzB9cRMm/9gIE2P6btTWipywE81DN6N5Yx1yhW6nMAqCIAiCIBijQ4cOsWrVKuzt7fnss8+0WgAQHR1NdHQ0O3bs6HV1jkaj4cCBA5c9tieeeKIr+IqNjaWlpWdJicLCQubPn09mZuYl+3rkkUdoampi5cqVvW5NKyws1PkUO20oFApWrlxJcXExTz75ZFf9p/NlZGRQWVmp9z1GjhwJaLfFrS8KhYL169cDcO+99/a68mvv3r089thjWFhY8Morr1z2PfWl90omR0dHsbVqEHNwcGDy5MlcddVVVFZWolKpyMrKoqFB+xOcysrKKCsrY//+/fj7+xMSEkJAQIBBUl5BdwpLM8YvmMj4BRM5k3Oa5C1HSfswhebqvk+Y07SpydyVQeauDEb6jiR8cRRh94Rj69Zzb7Nwcc5WCp6OceEvkU7syDnL+uQq0s70Xbcpq6aVB78/SeyhSh6cMJKHJ47Ew2Z4/V5JYyMxfS4SOSsNzScb4ejPl27Q3o78bTzyd7uRrpuDdMdyJC8tTrETBEEQBEEwMvX19SxYsIDW1lYmT57Mzp07L3n9ddddx7Rp04COHUczZszgnnvuYcOGDURERGBpaUlpaSmJiYmcPn36smoyQccKpISEBObPn8+//vUv4uLimDlzJl5eXjQ1NZGamsqhQ4dQKBS9FvQ+34oVKzh8+DBbtmzh0KFDTJ8+HQ8PDyorK8nKyuLIkSNs27YNX1/fyxpzb9auXUtKSgqvv/46CQkJTJ06FRcXF06cOEFGRgZpaWn8/PPPuLq66tX/5MmTsbKy4rXXXqO2trYrP4mNjdWrv3nz5vHWW2/x6KOPMnXqVK6//nrCwsLQaDQcPnyYQ4cOYWtry0cffdRrcfKBonfIFB4eTnJyMrIsixovg5gkSbi5ueHm5sa1115LWVkZKpWKnJycXhPn3mg0GvLy8sjLy8Pc3JzAwEBCQ0MZPXo0JibD6/Sswcp5jAs3vHAjf3hmBllfZpK8OYminwq1altTVMP3z33Lj//4juA5IYQvjiLg+oCOejqCViwUJiwOdWCRcgQ/ljWxPqWKLwsa6KtCWtU5Nf84coaXk85wd/AIVoc7EeY6zOo2hUzE9JnXkfMy0Xz6PiR+f+kGGjXyD18gH9iLNOUGpDvvRxodMDCDFQRBEARBGABVVVWcOnUKgAMHDmi1+qgzZPLz8yMpKYn169ezZ88eNm/ejKmpKR4eHkydOpXbb7+9X8bo4+NDYmIi27dv55NPPmHfvn1UV1djaWlJUFAQa9asYeXKlYwaNeqS/UiSxKZNm5g9ezYbN25k7969NDQ04OrqSmBgIC+//DLTp0/vlzF3Z2Fhwd69e9m0aRNbt24lPj6elpYW3NzcUCqVrFixgvHjx+vdv6OjIzt37uT5559n48aNXTuE9A2ZAB544AGuu+46XnvtNb777jsOHTqEJEn4+vqyevVqVq9ejaenp9799wepsbFRu0rR3Xz77bfcdtttvPTSSzzyyCP9Pa4BZ21tfaWHcElqtZpz585haWnZtbfzcrS3t1NYWIhKpSI/P1+vfaLW1taEhISgVCpxd3cXYeMgU5VfRcqWJFK3p9B0RrdPKxxGOxC+KJKweyOw8xC1ufSRW9PChtRqPjheS1O79i+z07ytWR3uxE3+w6tuUye5KBf5043Iv3wLWh5kwFV/wGTBA0j+IYYd3CDV3/ODIAiCYPyMYW5oaup79X1lZWWfIYUgCAOntLS0z5VdeodMAG+88QbPPPMMCxcuZPHixSiVSqysrPTt7ooabiHT+VpaWrpOqCspKdH6hLrzOTg4dJ1Qp2sdKMGw1K3tZCdkkRyXRMEP+Tq1lUxNGHNjMBFLogj4QyAmpmJ1k66qz6l5L72G19OqKW9o77vB7wIdzHks3JHFSgdszYff8y6XFSJ/+j7ywa9Bo2UIHnVtR9g0ZpxhBzfIGMMbCUEQBGFgGcPcIEImQTA+Bg2Z7Ox0q90iSRJnz57V51YDYjiHTOdraGggOzubzMxMKioq9Oqjc3lhSEgItrbiBLPBpLqwmpStR0ndlkxjpfb1uQBGeI8gbGEk4fdFYO81wkAjHLra1DKf5J5lfUoVSRXntG7nYGHCinEjeTTMEW+74VW3CUA+WYr82SbkH74EtZYhXdjkjrApNNywgxskjOGNhCAIgjCwjGFuECGTIBgfg4ZM+oQHuhSdHmgiZOqpuroalUrVdaSkPkaPHo1SqWTMmDHiJMJBRN2mJuerLJK3HCX/uzzttyUBkolE0A1jCF8cRdDMIEwUg/MPl8FKlmV+OdHM+pQqPs+vR6PlU68wgTuD7Fkd7sQkd+NcMXo55MoTyPGbkfd/Du09T//o1dhITBY8ABOih/R2XmN4IyEIgiAMLGOYG0TIJAjGx6AhU0lJic5tRo8erc+tBoQImS5OlmVOnTrVdUKdNhNCd6ampvj7+6NUKvH390eh0LvmvNDPaotrSNl6lJRtyTScqteprZ2nPeH3RRC+MJIRoxwMM8AhrKCulddSqnn/eC0NbRqt203xtGJ1uBO3BthhajJ0w5PeyNWVyLu2IH/zGbRquSIseEJH2BQxZUiGTcbwRkIQBEEYWMYwN4iQSRCMj8FrMg0lImTSjkajoaSkBJVKRW5uLq2trTr3YWFhQVBQEKGhoXh7e4sT6gYJTbua3G9ySN6SRO6+XJ1WNyFJBM4MImJRJEGzgjE1G5x/zAxWdS1q3j9ey2sp1RTXa7lKB/C1N2NVmCPLxjpgbzG8nnO5tgp59zbkr3bCuWbtGgWGYnLn/RA9bUiFTYNlfhAEQRAGD2OYG0TIJAjGR4RMOhAhk+7a2tooKChApVJRWFio1wl1tra2BAcHExoaiqur65B642fM6kprSdmWTOq2o5wt162Wmq27HWH3RRB+XyQjfUcaaIRDU7tGZldePetTqvj1pJbBCWBnbsL9Yx34c5gjviPMDTjCwUc+W4v8xXbkvTugScst2b5BmNz5AEyejjQEQu7BOD8IgiAIV5YxzA0iZBIE4yNCJh2IkOnynDt3jpycHFQqFaWlpXr14ejo2HVCnYODQ/8OUNCLpl1N3v48kuOSyP0mG1nbAkIAkoT/9QFELo5izJwQsbpJR4dPNrE+pZpPc8+i1vJpN5FgfqAdq8OdmOxhNaxCW7mhHjlhB/IX26G+TrtG3n5IdyxHmjoLydR4t/AO9vlBEARBGHjGMDeIkEkQjM+AhEznzp0jISGBtLQ0qquraWvrfauHJEm89dZbl3MrgxIhU/+pr68nKysLlUpFZWWlXn14eHigVCoJDg7Gxsamn0co6ONseR2p25NJ2XKUujIt38T/zsbVlrB7wwlfFIWjn6OBRjg0lZxt4/W0at5Lr6GuVfu6TdFulqyOcOL2QHvMTIdR2NTciPzVJ8i7t0JdtXaNPEYh3b4MadpcJIXxneBnTPODIAiCMDCMYW4QIZMgGB+Dh0xff/01K1eupLr6f3/Iy7/XcTn/E3RZlpEkifp63YoKDyQRMhnGmTNnugKnujrdggno+Dny8fFBqVQSFBSEufnw2go0GGnUGgp+yCd5829kf5WNrNY++ADwmxZAxOJIQuYqMTU33tUjA62+Vc3mzDpeTamioE77uk2j7BQ8OtGRB8aNxMHSeF47Lpfc0oz8TTzyrs1Qc0a7Ri4eSLcvRZp+C5KZ8bzWGOv8IAiCIBiOMcwNImQSBONj0JApIyODa6+9FrVazR133MEvv/xCeXk5//d//0d1dTVHjhwhNTUVKysrVqxYgY2NDX/729/0+kYGggiZDEuWZU6ePNl1Ql1zs/b1ZjopFAoCAgJQKpX4+fkZ5fMw1NSfqu9Y3RSXRG1JrU5trZ1tmHhPOBGLInEKdDbMAIcgtUbmi4J61qdUc7Bc+5MebcwkloY6sCrciUAH4wlQLpfc2oL83W7k+A/g9CntGjm6IN22BOmG25AsrAw7wH5g7PODIAiC0P+MYW4QIZMgGB+DhkwPPPAAO3bs4JVXXuGBBx5g5syZJCYmXrBa6ccff2TJkiV4e3uzf/9+LC0t9bnVgBAh08BRq9UUFxeTlZVFbm7uRbdYXoqlpSVjxoxBqVTi7e09rGrPDEayRkPBjwUkxyWRvVeFpl231U0+1/gRuSSKkJtDUViI1U3aOlrRzKsp1ezIqUPbp1wC5vnbsTrCkWu9rIfN747c1ob845fIn26CijLtGo1wRLp1EdKNdyJZDd45YijND4IgCEL/MIa5QYRMgmB8DBoyhYaGUlNTQ0lJCWZmZr2GTAAHDx5kzpw5PPXUU8TGxupzqwEhQqYro7W1lYKCAjIzMykqKkKj0S2cALCzsyMkJITQ0FCcnZ2HzZvmwaqhsoG0D5NJjjtKTaGWNXF+Z+VozcS7w4hYHIXzGBcDjXDoKW9o4420at5Jr6X6nPanPIa7WPJ4hCMLxozAfJjUbZLV7cgHv0b+9H0oL9KukZ0D0rx7kebchWRjZ9Dx6WOozg+CIAiC/oxhbhAhkyAYH4OGTE5OTgQEBHDkyBEAbrzxRn755RfOnDmDhYXFBdeOGzcOS0tLkpKS9LnVgBAh05XX1NTUdUJdeXm5Xn04OTkRGhpKSEgII0aM6OcRCrqQNRqKfioiOe43VF+o0LRpH34AjJ7sQ8SSKJTzxmJmZXzFmK+EpjYNW1S1rE+pJqemVet2HjYKHpk4kpXjR+JkNTxWkslqNfKv3yF/shGKc7VrZG2LdNPdSDffi2Q3eF5fhsP8IAiCIOjGGOYGETIJgvExaMg0atQofHx8+PnnnwG48847+frrr0lPT8fX1/eCa6dMmUJubq7eJ40NBBEyDS51dXVdBcPPnNGyaG83Xl5ehISEEBwcPOj/fYe6xjONpH2UQkpcElV5VTq1tXSwYsJdE4lYEoWr0s1AIxxaNLLMV0UNrE+u5rvSRq3bWSkkFisdeCzckWBHi74bDAGyRgNHDqD5+D0oUGnXyNIaac4CpHkLkRyu/GmJw21+EARBEPpmDHODCJkGj3379rFu3TpUKhW1tbXMmzeP+Pj4fr9PQEAAAPn5+f3etzFatmwZW7ZsIS8vr0eGMlhpEzKZ6Nu5h4cHp079r4hqYGAgAD/99NMF19XV1ZGXlzdoX9yEwWnEiBHExMSwZMkSFi9eTHR0NHZ2um1TKS8v57vvvuPtt98mPj4elUpFa6v2qzuE/mPjbMPVj17Dn35bxaIvlzHuzgmYmmv3mnCutpkj7yTy9uT/smnWe6R9mEJbk/h3vBQTSWKunx37b/ch9V5/loRqtx2uuV3m7fQaQrbkM/fzEvaXNHSdGDpUSSYmSFddj8n/247J069B8Pi+G51rQo7fjGbFXDSb/oNcfdrwAxUEQRAEYVgJCAhAoVBo9Z8ff/xR7/sUFRUxf/58CgsLWbx4Mc888wx33XWXVm3b29vZvHkzN910E15eXlhZWeHo6MhVV13FM888Q3Fxsd7jGgri4uJQKBTExcX1S399/Uzs3r27X+5zufReyfTggw/y0UcfUVxcjIODAz/++CM33XQTzs7OvPvuu0yZMoVTp07x5JNPsm/fPq6//nr27NnT3+PvN4N9pYsxfBphaLIsU15ejkqlIjs7m3Pnzunch0KhICgoCKVSiY+Pz7B9LgeDpuomjn2USvKWJM5k6/Ym3cLesmN10+Io3Ma5G2iEQ8upxnbeOlbNW8dqON2s/dbF8c4WrA534u5geywVen8uYTRkWYZjRzpWNh0/ql0jM3OkGbcizV+C5OJh2AH2QswPgiAIQnfGMDeIlUyXtmHDBmpray/6+PHjx4mPj8fGxobU1FT8/Pz0us/777/PypUr2bp1K3fffbfW7YqLi5k/fz5paWm4ubkxY8YMvL29aWpqIjk5mcTERBQKBWlpaV0LUobbSqa4uDiWL1/O+++/z+LFi3s8fvLkSerq6ggICMDMrO/yIAEBAZSVlfG3v/2t18fvuusuQkJCLnvcl2LQ7XK7d+/m3nvv5f333+9KOm+++WZ++OGHCwovy7KMQqHgq6++YvLkyfrcakCIkMm4qNVqioqKUKlU5OXl0d7ernMfVlZWBAcHo1Qq8fT0FAXDrxBZlilNLCF5829k7j5O+znd/i29oryJWBzF2PnjMbcxN9Aoh45z7Rq2Z9XxSnI1mdUtWrdztTblTxMceWjCSFyth0ndpuNH0Xy8EdIStWugUCBdfzPS7cuQ3L0NO7jziPlBEARB6M4Y5gYRMumvqqqKmJgYioqK2LFjB3fccYfefa1bt47nnnuO/fv3M23aNK3a1NfXc9VVV5Gdnc0TTzzB888/36Muc15eHmvWrGHt2rWEhYUBImS6XAEBAZw6dYrGRu3LYfQ3g4ZMbW1t5Obm4uzs3HWTxsZGnnrqKT7++GMaGhoAGD9+PC+88ALTp0/X5zYDRoRMxqu1tZW8vDwyMzMpLi7Wa3uPvb09SqUSpVKJs7OzAUYpaKO5tpn0nWkc3fwbp1W61XAzt7NgwoKJhC+KxGOip4FGOHTIssy3JY2sT67i62LtJyoLU4n7QkbwWLgj45wtDTjCwUPOPobmk42Q9FPfFwOYmCJdNxvpjuVIXr4GHRuI+UEQBEHoyRjmhv4ImaZ8Mni3Y/1yp49B+m1vb2f27Nn88MMPPPnkk7z44os9rqmsrOSll15i7969lJaWYmdnx7XXXsuzzz7LuHHjgI5tcp0rjLrrK3Bau3YtL7zwAvfee2+fW8FaW1sxN+/4IPhiIZMsy2zevJlNmzaRkZFBe3s7oaGhPPjggyxduvSCa5977jnWrVvH/v37KSoq4tVXXyUvLw93d3dWrVrFo48+iizLrF+/no0bN1JcXMyoUaOIjY1l4cKFvY7vjTfe4MMPPyQ7OxsTExMmTpzImjVruPnmmy+4trOGUm5uLl9++SVvv/02hYWFuLu7s2TJEp5++mlMTEwuuLY3nQskdK3JNORDpktRq9WcPn0aa2tr7O3t+7t7gxAh09DQ2NhIdnY2WVlZnDhxQq8+XFxcUCqVhISEGM3P71AjyzJlv5WSvDmJ47syaG9u06m9Z7gXEUs6VjdZ2A2PAtaXI7OqhVdTqtiqquOcWvspYeZoG1aHOzLL1xaTYbASUM5XdYRNid9r10CSkK65AemO+5F8ev8jrj+I+UEQBEHozhjmhv4ImRSvZ/fnkPpV+6PBBun38ccf57XXXmPWrFl88cUXXaFGp/z8fKZPn05ZWRkzZ85k3LhxnD59mvj4eCRJYt++fcTExFBbW8uGDRs4cOAABw8eZNGiRfj4dARjixcvvmTo4evrS1lZGSqViqCgIK3H3lvIJMsyCxcuZMeOHQQFBXH99ddjbm7O/v37ycrKYvXq1fz73//uur4zZJo3bx4HDhxg3rx5ODg4EB8fT3l5Oe+88w6pqanEx8czd+5czM3N2blzJzU1NXz//fdce+21XX21tLQwZ84cDhw4QFhYGNdccw1tbW0kJCRQWlrKhg0bePjhh7uu7wyF5s+fz8GDB5k7dy729vbs3r2bkpIS/vrXv/LCCy8AHTu/4uLi2LNnD/PmzWPixIld/Tz77LMX9CdCpiFKhExDT21tLSqVCpVKRXV1tV59eHt7o1QqGTNmDFZWVv08QkEb52qbSf/kGMmbf6PieIVObc1tzRl3+wQilkThESa2RPbldFM776TX8EZaDaeatN+2qHQ057FwJxYqR2A1HOo2Fechf7oR+ed9oO3Kyav+gMmCB5D8+3+fvJgfBEEQhO6MYW4QIZPutm7dytKlSwkMDCQxMREHB4ce10ydOpUjR46wZ88eZs2a1fX1nJwcYmJi8PX1JSUlpevr568M0ma7XHFxMQEBAXh7e1NUVKTT+HsLmTZu3MiDDz7IkiVLeOutt7pqE7W2trJgwQK+/PJLDh8+TGRk5AXjdXR0JDExEX9/f6Aj/AgODsbKygo3NzcOHDiAi4sLAIcPH2bKlCncdNNNfP755133fvrpp3nppZeIjY1l7dq1Xe8V6uvrmTlzJseOHSMvLw9Pz45dEp2hkJ+fHwcPHsTDo6MW55kzZwgJCUGtVlNRUdG1cquv7XL6hEwXq8kUEhKidcH2y2HQ0+W6q6ioIDk5mZ9//rm/uhSEy+Lg4MDkyZNZunQpCxcuJCoqCltbW536KCsr49tvv+Wtt95i165dZGVl0dam26oa4fJYOlgx6YEYVvz8MMu/W0n4wkjMrPsujAfQ2tBKclwSG69/m/eue4ukTUdoOat7wfjhwsVawdMxLhQtC2TzDZ5MdNZuFZiqupWV351k1MZcnj5UycnGof07IvkEYvLES5j8Nx7p+pvARIs/3hO/R/P43ahf+DNyTrrhBykIgiAIwpCSlJTEQw89hK2tLZ999lmvAVNKSgq//vorixYtuiBgAhgzZgzLly8nPT2djIwMvcfRecK8l5eX3n2c780338TGxobXX3/9guLX5ubmrFu3DoAdO3b0aPfoo492BUwAo0aNYsqUKdTV1fHUU091BUwAMTEx+Pv7c+zYsa6vaTQa3nnnHQICAi4ImADs7OyIjY2ltbWVXbt29bh3bGxsV8AE4OzszLx586ivryc727DBp1qtZt26dT3+s3PnToPeVxeXXb11x44d/Oc//+l6MiVJ4uzZs12Px8bGkpyczKZNmy74hxCEgSJJEm5ubri5uXHttdd2Le3MycmhpUW7wscajYb8/Hzy8/MxMzMjKCiI0NBQRo8e3WOJqmAYkiThFemNV6Q3N/zjRjI+S+foB79x6thJrdqfOnaShMe/4Nunv2bs/PFELInCK9JbrG7qhYXChMWhDixSjuDHsiZeSa7iy8KGPttVnVPzjyNneDnpDHcHj2B1uBNhrkO3bpPk5Yu0ah3yXSuRP/sA+Yc90NchBEk/oUn6CSZe1bGyaWzEwAxWEARBEASjVVFRwR133EFLSwvbtm1j7NixvV53+PDhruufe+65Ho93vmfPzs7uqs10JTU1NZGeno6npycvv/xyj8c7P9zvLbjpLCZ+vs684fytaZ3c3d05cuRI1//Pzs6mpqYGT09Pnn/++R7Xnzlz5qL3jojo+fdbZ+h2qRMB+4OFhcUV3S6njcsKmdasWcM777yDLMuYmZkhSVKPVR6hoaFs2LCBL7/8kgceeOCyBisIl8vExITRo0czevRopk+fTmFhISqVivz8fNRq7Y51b2trIzMzk8zMTKytrQkJCUGpVOLu7i4CiwFiYW9J5NJJRC6dxInUcpI3J5Hx6TFaG1r7bNvW1EbqtmRStyXjNtaNiCWTGH/nBCwdxHbI7iRJ4vpRNlw/yoacmhY2pFSzObOWpvZLbxFr08AWVR1bVHVM87bm8Qgn5voN3bpNkrs30sPPIC+4H3lXHPK3u6Ctj5/FtEQ0aYkwNgKTBQ/AhBjx+iEIgiAIOopxH7ofZnVqa2tjwYIFlJWVERsby6233nrRaztLhCQkJJCQkHDR6y4npHB3dwfQu/7t+WpqapBlmfLy8q5VS73pbbx2dnY9vqZQdMQbvdXVVSgUF5xI3vlcHT9+nOPHj+t074v1D2j9nnIo0ztk2rt3L2+//TYuLi689tprzJ49m9mzZ5OYeOFRz3PmzEGSJL766isRMgmDikKhICgoiKCgIFpaWsjNzUWlUlFSUqL1CXVNTU0kJyeTnJyMg4ND1wl1jo6OBh690MkzzAvPV7244YUbyYhPJ3lzEieSy7VqW3G8gq/+8iXf/v0bxt46joglUXhHjxJv9nsxZqQFb/zBg3VXu/Jeeg2vp1VT3tB33aYfy5r4sayJIAdzVoU7siTUARuzobn6T3LxQFrxV+Q7liF/vgX568+gtY/tmceT0Tz7EASPx+TOByDyGvHzJwiCIAhaMtQJboPJqlWr+OWXX5g7dy5r16695LWd4Uf3gtX9ycfHBy8vL0pLS8nNzdWp8Hd3neONjIzsWoU1UDrvPX/+fD7++OMBvfdQp/df+u+++y6SJLFx40ZuvvnmruSuu5EjRzJq1KjL2vcpCIZmYWHBuHHjuPPOO1m5ciXXX399V0qvrdraWn799Vc2bdrE1q1bSUpKoqGh7y1GQv8wt7UgYlEU93//ICsO/omo+6OxsNeuplB7cxtpH6Xwwaz3ePvq/3L47V9prum7GOVw5Ghpyv9NcqZwaRDbb/Qiyk27TxBza1t55IdTeG/M4f9+qqCsfujWbZIcXTFZtgaTd/ci3b4ULLU4WCI7Hc0Lf0az5l7kxB+QNRrDD1QQBEEQhEHtvffe49133yU4OJitW7f2+UFUdHQ0QI+FH/1t6dKlALz44ot9XtvaevHV3XZ2diiVSlQqlcG3mXWnVCqxt7fn6NGjBqu521l0f7itbtI7ZEpJScHV1ZXp06f3ea2rq2vXnkZBGOxsbW2JjIzkvvvuY9myZVx99dWMHDlSpz4qKir48ccfefvtt/n4449JT0/Xuv6TcPncJ3gw5z83s1r1JPP+exteky5+Kkl3p1WVfPPXBF4J+Te7VnxK8aEirVe2DSdmphL3hIzgyB/9+OlOX24LsEOb9Te1LRpePlqF3we53PNVGb+dajb4WK8UycERk4V/xuS9BKS7VoC1FgcP5KvQvPQ4mtV/RPPzN8jD7I8SQRAEQRA6HDp0iFWrVmFvb89nn33W6xat7qKjo4mOjmbHjh29rs7RaDQcOHDgssf2xBNPdAVfsbGxvb7PKSwsZP78+WRmZl6yr0ceeYSmpiZWrlzZ69a0wsJCnU+x04ZCoWDlypUUFxfz5JNP9ho0ZWRkUFlZqfc9Ot9DlpaW6t2HMdJ7u1x9ff1FC451197ePmiPzhSES3F0dOTqq69m8uTJnDp1iqysLLKysnTax1xSUkJJSQn79+/H398fpVKJv7//RVf/Cf3H3MacsPsiCLsvgoqMUyTHJXFsZ5pWJ8ypW9pJ/ziN9I/TcB7jTPiiKCbeHYa1k80AjNx4SJLENV7WXONlTUFdK6+lVPP+8Voa2i69EqddAx9ln+Wj7LNc42nF6ggnbvG3w9Rk6G0Vk+xGIN39EPK8+5ATdiLv2Q71tZduVJyL/J+/Inv7Id2+DOnaG5FMxWuGIAiCIAwH9fX1LFiwgNbWViZPntznyWHXXXcd06ZNA2D79u3MmDGDe+65hw0bNhAREYGlpSWlpaUkJiZy+vTpyy4cbWdnR0JCAvPnz+df//oXcXFxzJw5Ey8vL5qamkhNTeXQoUMoFIpeC3qfb8WKFRw+fJgtW7Zw6NAhpk+fjoeHB5WVlWRlZXHkyBG2bduGr6/vZY25N2vXriUlJYXXX3+dhIQEpk6diouLCydOnCAjI4O0tDR+/vlnXF1d9ep/8uTJWFlZ8dprr1FbW4uzszPQcTjaUKb3X6zOzs6UlJT0eZ1arSYvLw9PT099byUIV5wkSXh4eODh4cF1111HaWkpmZmZ5ObmXnIJ6PnUajW5ubnk5uZiYWFBUFAQSqWSUaNGiRPqBoDbOHdm//smZjx3A5m7j5Mcl0RpYt+vYQBncs7w7dNf8/3z36KcF0rE4kn4XOMraud04z/CnFenufPcZBfeP17LhpRqSrTYFvfziWZ+PlGGn70Zfw5zZNlYB+wtht4HE5KNHdKd9yPfdA/yN58if74Faqsu3aisEHnDM8g730W6fSnStJuQzjveVxAEQRCEoaeqqopTp04BcODAAa1WH3WGTH5+fiQlJbF+/Xr27NnD5s2bMTU1xcPDg6lTp3L77bf3yxh9fHxITExk+/btfPLJJ+zbt4/q6mosLS0JCgpizZo1rFy5klGjLr2jQJIkNm3axOzZs9m4cSN79+6loaEBV1dXAgMDefnll7XaPaUPCwsL9u7d21XuJD4+npaWFtzc3FAqlaxYsYLx48fr3b+joyM7d+7k+eefZ+PGjTQ3d6zgH+ohk9TY2KjXPpD77ruP3bt38+mnnzJr1iwAZs6cSWJiIvX19V3Xffjhh6xYsYJFixbx5ptv9s+oDcDaWouaGVeQWq3m3LlzWFpailVhg0hbWxsFBQVkZWVRUFCg135bW1tbgoODUSqVuLm5ieBiAFWqKkiJO0rajlTO1eq2bcsxwImIxR2rm2xctNgGNQy1a2R25dWzPqWKX09q//zam5uwfKwDfw5zxHeEuQFHeGXJLeeQv41H3hUHVVouxXZxR7ptKdKMW5DMO2qOiflBEARB6M4Y5oampr7rX1ZWVvYZUgiCMHBKS0v7XNmld8h04MAB5s6di7e3Nzt27CAsLKxHyPTDDz9w3333cfbsWQ4ePEh4eLg+txoQImQSLte5c+fIyclBpVLpve/W0dGRkJAQlEqlznWgBP21n2tDtSeTo5uTKDlUpFNbEzNTQm5SErEkCr+pfkhiVVqvEk82sT65ms/yzqLWctYxkWB+oB2rw52Y7GE1ZANYua0V+bvdyJ99AKdPatfI0QXp1sVIs+ajUZiL+UEQBEG4gDG8dxAhkyAYH4OGTABr1qzh7bffRqFQEBERQWFhIWfOnOGee+4hIyODY8eOIcsyq1evZt26dfreZkCIkEnoT/X19WRlZaFSqfQuFufu7k5oaCjBwcHY2Ig6QAPlTM5pkrccJe3DFJqrdTthbqSfIxGLI5l4TwS2rmJ1U29Kzrbxelo176XXUNeq/Qlq0W6WPB7hxO1B9iiGYN0mALm9DfnHvcifboJTWgbVIxxh3r2cu/YmLB1GYiLmB0EQBAHQqNWca2nB0spq0L53ECGTIBgfg4dMAK+88govv/xyr0e1W1lZ8eSTT/KXv/zlcm4xIETIJBhKVVUVKpUKlUpFXV2dzu0lScLHxwelUklgYCAWFhYGGKXQXXtLO1lfZpK8OYminwp1amuiMCF4TggRSybhP81frG7qRX2rmg+O17IhtZqCOu2PjR1lp+DRiY48MG4kDpZD87VQVrcj//QN8qfvQ5luP3uCIAiC0Kl1ZSzmN9w2aN87iJBJEIzPgIRMALW1tXzzzTekp6dTW1uLjY0NY8eOZfbs2bi4uFxu9wNChEyCocmyzMmTJ1GpVGRlZXUVftOFQqEgICAApVKJn5+f+FkYIFX5VaRsSSJ1ewpNZ3Q7jcNhtAPhiyIJuzcCO4++j54dbtQamS8K6lmfUs3Bcu1XjtmYSSwbO5JVYY4EOAzNuk2yWg2J36P55D0oyr3SwxEEQRCMjAiZBEHobwMWMg0FImQSBpJGo6G4uBiVSkVubi5tbdqv5OhkaWnJmDFjUCqVeHt7D9l6NYOJurWd7IQsjm5OovDHfJ3aSqYmjLkxmIglUQT8IRATU7G6qbujFc2sT6lmZ04d7VrupJOAef52rI5w5Fov6yH5eyBrNPDbATQfvwf5qis9HEEQBMFIiJBJEIT+JkImHYiQSbhS2trayM/PR6VSUVhYiEajfZ2aTnZ2dl0Fw11cXIbkG+3BprqwmpStR0ndlkxjZc/twpcywnsEYQsjCb8vAnuvEQYaofEqb2jjjbRq3j5WQ02L9r8PEa6WrA53ZMGYEZibDr3fAVmWIfmXjrAp+9iVHo4gCIIwyImQSRCE/iZCJh0YQ8hUU1fFL8e/YkLgVfi4B2EiiZUQQ01zczPZ2dlkZWVRVlamVx9OTk4olUqUSiUjRogAw9DUbWpyvsoiOS6J/O/zQdb+JVUykQi6YQzhi6MImhmEiWJw/hF4pTS2adiSWcurqdXk1LRq3c7TRsHDE0eycvxInKwUBhzhlSHLMqT/1hE2ZSRd6eEIgiAIg5QImQRB6G/9FjKNHTv2sgcjSRIZGRmX3Y+hGEPIdPj4D+z44b8A2FuPZJx/FOP9YxgzagJmiqFZk2Q4q6ur6zqh7syZM3r14enpiVKpJDg4eND/jA8FtcU1pGw9Ssq2ZBpO1evU1s7TnvD7IghfGMmIUQ6GGaCR0sgyCYUNrE+p4vtS7es2WSkkFisdeCzckWDHoVkwX87JQJP6K+211SgUCrGKURAEQQA6PpBomTQNi9AwETIJgtBv+i1ksrW9/KO4JUmivl63N10DabC/AVer1XyQ8B+OFfza4zFzM0uUo8MYHxDDWN9IbKxEceGh5vTp010n1Onze2RiYoKPjw+hoaEEBARgbi5CSUPStKvJ/SaH5C1J5O7L1Wl1E5JE4MwgIhdHETRrjFjd1E3a6XO8mlLFh9lnaVVr/7zO8bVldYQj00fZDLkgRmynFgRBELozhrlBhEyCYHz6LWT66aef+mVAU6dO7Zd+DGGwh0wtred4euNSWtoufSKZiWSCv6eS8f4xjA+IxnmE+wCNUBgIsixTXl6OSqUiOzubc+fO6dyHQqEgKCiIkJAQfH19B+0fHkNFXWktKduSSd12lLPlZ3Vqa+tuR9h9EUQsjMTBZ6SBRmicTjW289axat48VsOZZrXW7cY7W7A63Il7gu2xUAyNLcfG8EZCEARBGFjGMDeIkEkQjI+oyaSDwR4yZRYm8/ae53Vu5+E0uiNw8o9mlFuAqOM0hKjVaoqKilCpVOTl5dHe3q5zH1ZWVowZM4bQ0FA8PT2H3AqPwUTTriZvfx7JcUnkfpONrNFtdVPAHwKIWBTFmDkhmJoNzj8Wr4Tmdg3bs+pYn1xNZnWL1u1crU15eIIjD04Yiau1cddtMoY3EoIgCMLAMoa5QYRMgmB8RMikg8EeMv1y7Bt2/bSJ1nbt30R1N8LGkXH+0Yz3n0SQ9wTMFGb9OELhSmptbSUvLw+VSkVRUVFHYWAd2dvbdxUMd3Z2NsAohU5ny+tI3Z5Mypaj1JXV6dTWxtWWsHvDCV8UhaOfo4FGaHxkWWZfcSPrU6r4prhR63YWphL3hYzgsXBHxjlbGnCEhmMMbyQEQRCEgWUMc4MImQTB+IiQSQeDPWRSq9XUN5yl9Ewux4uSyCj4jbNNNXr3Z2FmidIngvEB0Yz1jcLa8vLrbgmDQ2NjIzk5OahUKk6cOKFXHy4uLiiVSkJCQrC3FzW+DEWj1pD/fR7Jm5PI+TobWa3Rqb3ftAAiFkcSMleJqblxr8bpT5lVLbyaUsVWVR3ndKjbNHO0DavDHZnla4uJEa3qM4Y3EoIgCMLAMoa5QYRMgmB8DBoyffjhh6xcuZK//vWvxMbGXvS6f/zjH7z00kts2rSJO++8U59bDQhjCJnOnyg0soaSijzS8w+TXnCEU9WlevdtIpkQ4DWW8f7RjA+IxsnerR9HLlxJtbW1ZGVlkZmZSXV1tV59eHt7o1QqGTNmDFZWVv08QqFT/an6jtVNcUnUltTq1Nba2YaJ94QTsSgSp0CxCq3T6aZ23k6v4Y20aiqatK/bpHQ057FwJxYqR2BlBHWbjOGNhCAIgjCwjGFuECHT4LFv3z7WrVuHSqWitraWefPmER8f3+/3CQgIACA/P7/f+zZGy5YtY8uWLeTl5eHr63ulh6MVg4ZMd911FwkJCahUKry9vS96XUlJCaGhocybN48PP/xQn1sNCGMLmbo7XXuS9ILDpOcfoeBkFrKs24qI83k6+3YETv7RjHINEHV6hgBZljl9+jSZmZlkZWXR0NCgcx8mJib4+fmhVCoJCAjAzExstzQEWaOh4McCkuOSyN6rQtOu2++yzzV+RC6JIuTmUBQWYnUTQEu7hh05Z1mfXEXaGe23HDtZmvLQhJH8aeJIPGwG78+7MbyREARBEAaWMcwNImS6tICAAIqLi7W6dv/+/UybNk2v+xQVFTFu3DgcHBy46667sLe3JyQkhLvuuqvPtu3t7Wzbto1PP/2UlJQUqquru2q+zpw5k/vvvx8fH58LvicYPiFTXFwcy5cv5/3332fx4sU9Htc1ZOr8mXB2diY3Nxc7O7se19jY2ODu7m6w59igIdPYsWNpbm6moKCgz2v9/f2xsbEhPT1dn1sNCGMPmc5X31RHZlES6QVHyCpOvaw6Tg62Tr/XcYomyHscCtPB+0ZL0I4sy5SWlqJSqcjJyaGlRfefDzMzM4KCglAqlfj4+GBiMvhXexijhsoG0j5MJjnuKDWFuq1Es3K0ZuLdYUQsjsJ5jIuBRmhcZFnmh7Im1idX8WWh9kGrmQncHTyC1eFOhLkOvrpNxvBGQhAEQRhYxjA3iJDp0jZs2EBtbe1FHz9+/Djx8fHY2NiQmpqKn5+fXvd5//33WblyJVu3buXuu+/Wul1xcTHz588nLS0NNzc3ZsyYgbe3N01NTSQnJ5OYmIhCoSAtLY3AwEBAhEzdnTx5krq6Oq0/wD8/ePzb3/7G88/3PBhsMIRMen/MferUKcaNG6fVtd7e3qhUKn1vJejIznoEMaHTiQmdTmt7C9klaaQXHOF4wW/UN+tWZLi2oYqfj33Fz8e+wtLcmlDfCMb7R6P0jcDaQtRxMkaSJDF69GhGjx7N9OnTKSwsRKVSUVBQoPUJdW1tbWRmZpKZmYm1tTXBwcGEhobi7u4uVr71I1tXW6Y8di1X//kain4qIjnuN1RfqNC09b31q7m6icQ3DpH4xiFGX+1LxOJIlPPGYmY1fINiSZL4wygb/jDKhpyaFjakVLM5s5am9kt/1tKmgS2qOrao6pjmbc3jEU7M9TOuuk2CIAiCIBiXVatWXfSxqqoqYmJigI6QSN+ACeiq4erh4aF1m/r6eubMmUN2djZPPPEEzz//PBYWFhdck5eXx5o1a/TaQTFceHh46PS8Q8eH/R4eHmzYsIE//elPuLu7G2h0+tN7JZO3tzfOzs6kpqb2eW1YWBgVFRWcPHlSn1sNiKG0kuliNBo1RadyO7bVFRyhsqZc7/GYmJgS2FnHyT8GR3uxUsLYtbS0kJubi0qloqSkRK8T6hwcHAgJCSE0NBRHR3HymSE0nmkk7aMUUuKSqMqr0qmtpYMVE/8YRvjiSFyVovYaQPU5Ne+m1/DftGrKG7QLWQGCHMxZFe7IklAHbMyu7Eo+Y/i0WhAEQRhYxjA39MtKpqeW9uOI+tk/PzBIt+3t7cyePZsffviBJ598khdffLHHNZWVlbz00kvs3buX0tJS7OzsuPbaa3n22We7FooUFRV1rTDqrq/td2vXruWFF17g3nvvJS4u7pLjbW1txdzcHLj4SiZZltm8eTObNm0iIyOD9vZ2QkNDefDBB1m69MJ/4+eee45169axf/9+ioqKePXVV8nLy8Pd3Z1Vq1bx6KOPIssy69evZ+PGjRQXFzNq1ChiY2NZuHBhr+N74403+PDDD8nOzsbExISJEyeyZs0abr755guu7dzelpuby5dffsnbb79NYWEh7u7uLFmyhKeffrprh0fntb3p/GBfn+1yp06d4s0332T58uWsXLmSN95444JrLraSSZfn+FIMul1u2rRpHD16lGPHjl0yOS0oKGDChAmEhYXx888/63OrATEcQqbuKmrKySg4Qnr+EQpPZiGj/0GDXi5+XYGTt4ufWM1i5BoaGsjOzkalUnHq1Cm9+nBzc+s6oc7WVqx662+yLFP8SxHJcUmodh9H3ap9YWsA75jRRC6OIvTWsZhZmxtolMajTS3zSe5ZXkmu4mjlOa3bjbQwYcX4kTwy0RFvuyuzSswY3kgIgiAIA8sY5oZ+CZluj+rHEfWzz5IM0u3jjz/Oa6+9xqxZs/jiiy96lK3Iz89n+vTplJWVMXPmTMaNG8fp06eJj49HkiT27dtHTEwMtbW1bNiwgQMHDnDw4EEWLVrUVT9p8eLFlww9fH19KSsrQ6VSERQUpPXYewuZZFlm4cKF7Nixg6CgIK6//nrMzc3Zv38/WVlZrF69mn//+99d13eGTPPmzePAgQPMmzcPBwcH4uPjKS8v55133iE1NZX4+Hjmzp2Lubk5O3fupKamhu+//55rr722q6+WlhbmzJnDgQMHCAsL45prrqGtrY2EhARKS0vZsGEDDz/8cNf1naHQ/PnzOXjwIHPnzsXe3p7du3dTUlLCX//6V1544QUAdu/eTVxcHHv27GHevHlMnDixq59nn332gv50DZnq6+uJiIggKyuLY8eOMWbMmK5reguZdH2OL8WgIdO//vUv1q1bx3XXXUd8fHyP5XHQkQredtttHDx4kL/97W889dRT+txqQAzHkOl89U21ZBR21HHKLk6lTd2qd18j7VwY7z+J8f4xBHqNxdRUFB82ZjU1NahUKlQqFTU1NXr1MXr0aJRKJUFBQVhaDr6aNsauqbqJYx+lkhz3G2dyzujU1sLekgl3TSRicRRu4wbfctuBJssyP59oYn1yNZ/n12sdvStM4M4ge1aHOzHJfWBPYTSGNxKCIAjCwDKGuUGETLrbunUrS5cuJTAwkMTERBwcHHpcM3XqVI4cOcKePXuYNWtW19dzcnKIiYnB19eXlJSUrq+fvzJIm+LhxcXFBAQE4O3tTVFRkU7j7y1k2rhxIw8++CBLlizhrbfe6qpN1NrayoIFC/jyyy85fPgwkZGRF4zX0dGRxMRE/P39gY7wIzg4GCsrK9zc3Dhw4AAuLh27bQ4fPsyUKVO46aab+Pzzz7vu/fTTT/PSSy8RGxvL2rVruxZK1NfXM3PmTI4dO0ZeXh6enp7A/0IhPz8/Dh482LXV7cyZM4SEhKBWq6moqOhauWWIwt+nTp2isbGRvXv3cssttzB//nw+/vjjrmt6C5l0fY4vRZuQSe81/g8++CBubm4cPHiQKVOmEBcXh0ql4uTJk6hUKjZv3szVV1/NgQMHcHNz46GHHtL3VsIAsLN2YPLYGay4+W/8c+VW7r/pKWJCp2NjZa9zXzX1pzmYlsAbu57lb+8uIu6r/0dyzs80t/Q9kQiDz8iRI7n66qtZtmwZ9913H5GRkdjY2OjUR0lJCd988w1vvfUWu3fvJicnR+v6T0LfrB2tuerhq3no8J9Z8tX9TLhrIqZanizXcvYcv713mHeueYP3Z7xDytajtDbqHzIbO0mSmOplQ/zNo8hbGsiqMEdstdgO166Bj7LPEr2jkKkfFxKfdxa1Rv/VoYIgCIIgCOdLSkrioYcewtbWls8++6zXgCklJYVff/2VRYsWXRAwAYwZM4bly5eTnp5ORkaG3uPo3OXg5eWldx/ne/PNN7GxseH111+/oPi1ubk569atA2DHjh092j366KNdARPAqFGjmDJlCnV1dTz11FNdARNATEwM/v7+HDt2rOtrGo2Gd955h4CAgAsCJgA7OztiY2NpbW1l165dPe4dGxt7QS0lZ2dn5s2bR319PdnZ2Xo+E7qZO3cuU6dOJT4+niNHjlzyWn2fY33pvcRkxIgRfPrpp8yfP5+srCweeeSRHtfIsoyrqyuffPJJr78EwuBkbmbBhIAYJgTEoNGoKTyZTXrBEdILjnC69oROfTW3NnE05yeO5vyEqYmCIO9xjPePZpx/NCPtnA30HQiGIEkS7u7uuLu7c911111wQl1rq3ahhFqtJjc3l9zcXCwsLLpOqBs1apQ4oa4fSJLE6Mk+jJ7sw6yX5nBsZxrJcUmcVlVq1b48qYzypDK++dtXTFgwkfBFkXhM9DTwqAcv/xHmvDrNnecmu7Axo5bXUqspqW/rs93PJ5r5+UQZfvZm/DnMkWVjHbC3GJyfIguCIAiCMPhVVFRwxx130NLSwrZt2xg7dmyv1x0+fLjr+ueee67H450BSHZ2ttaHeBlSU1MT6enpeHp68vLLL/d4vK2t4++u3oKbsLCwHl/rDH7O35rWyd3d/YIwJjs7m5qaGjw9PXs9pe3MmTMXvXdERESPr3WGbpc6EbC/vfTSS0yZMoWnnnqK7777rtdrLuc51tdl7WMKDw/n8OHDvPLKK+zZs4eSkpKux3x8fLj11lt57LHHLkgRBeNiYmJKgFcoAV6h3HLNYipqykjP7wicik/l6FTHSa1pJ6sklaySVD758V1GuQZ01XHydPYRdZyMiImJCT4+Pvj4+DB9+nQKCgrIysqioKAAtVq72kAtLS1kZGSQkZGBjY0NISEhKJVK3NzcxM9CP7AaaU3Mg5OJXnkVZb+Vkrw5ieO7Mmhv7jskaa1vIen9IyS9fwTPcC8ilkQxdv54LOx6boseDkZYmPJEpBOrwh3ZlVfPK8lVJJ5q7rNd4dk2Vh+s4NnE09w/zoFHJzriO0LUvxIEQRCEfjNm/JUegcG1tbWxYMECysrKiI2N5dZbb73otdXV1QAkJCSQkJBw0esaGxv1Hk/naWadp9JdjpqaGmRZpry8vGtFTW96G6+dnV2PrykUHfGGvX3P3TgKheKCnRSdz9Xx48c5fvy4Tve+WP+A1u+F+kNMTAy33XYbu3btIiEhgTlz5vS45nKeY31ddrEcV1dXXnrpJV566SUaGhqor6/Hzs5OFPodgiRJwt1xFO6Oo5g56XbONtaQUfgb6flHyC5No13d95vX85VW5lNamU9C4kc42rt2BU4BXqGYmohP/Y2FmZkZwcHBBAcHc+7cOXJzc8nMzKS0tFTrPhobGzl69ChHjx7F0dGxK3AaOXKkAUc+PEiSxKjo0YyKHs2sF2eT/skxkjf/RsXxCq3an0gp50RKOftiv2LcHROIWBKFZ1j/LI82NgoTiTvH2HPnGHsST3bUbfos7yzqPrL2s60aXkmu5tWUauYH2vF4uBOTPQd3HUBBEARBMAoGOsFtMFm1ahW//PILc+fOZe3atZe8tjP86F6wuj/5+Pjg5eVFaWkpubm5OhX+7q5zvJGRkV2rsAZK57271zQyNi+88AJffPEFsbGx3HjjjT0evxLPcb9WZLa1tRXh0jBibzOSq8fdwNXjbqCltZmsklTSC46QUZhE07l6nfqqPlvJgdQvOZD6JdYWtoT6RjI+IBqlTwSW5gNbRFfQn6WlJePHj2f8+PHU19eTlZWFSqWislK77VrQ8anCoUOHOHToEO7u7oSGhhIcHKxzHSihJ0sHKyY9EEPU/dGcSC4neXMSGZ8do61Ji9VNDa0kb04ieXMS7hM8iFgSxfg7JmBhPzwLuV/lYc3OudYUn23l9dRq3suo5Wyr5pJtNDJ8mlvPp7n1xLhbsTrckduD7FGYiJV7giAIgiD09N577/Huu+8SHBzM1q1b+1ztHx0dDUBiYqLBQiaApUuX8sILL/Diiy/ywQeXDvpaW1u7CmF3Z2dnh1KpRKVSUVtbO6AldpRKJfb29hw9epS2trYLahX1l86i+4Zc3RQcHMyyZct499132bZtW4/Hr8RzLIqgCP3CwtyKiYGTue+GVfzjgc08evsLTAufh9MIN537amppICn7AB8k/Jun3l3IW58/z8/HvqauodoAIxcMxc7OjkmTJrFo0SKWLl3KVVddxYgRI3Tq49SpU3z//fe8/fbbfPrppxw/fpyWlhYDjXj4kCQJr0hvbn79Vh7PepK56+fhPsGj74a/O3XsJAmPf8ErIS/zxaOfU5ZUiiwPzyLXPvbm/Odad8ruD2LDdW74j9DuD5TDp5r541fl+H+Qy3+OnqH23MAtrRYEQRAEYfA7dOgQq1atwt7ens8++6zXLVrdRUdHEx0dzY4dO3pdnaPRaDhw4MBlj+2JJ57oCr5iY2N7/fu8sLCQ+fPnk5mZecm+HnnkEZqamli5cmWvW7YKCwt1PsVOGwqFgpUrV1JcXMyTTz7ZVZvofBkZGTp9WN5d564MXXZ46OPvf/871tbWrF27Fo2m54eeA/0c672S6Z///KfObZ566il9bycYEVMTU4K8xxHkPY7bpi7lVHUp6fmHO+o4VeTq1Jda3Y6qOBlVcTIf//A2o92Cft9WF42H02hRu8dIODk5cc011zBlypSuEyizsrJobu67rg10HCJQVFREUVERCoWCgIAAlEolfn5+g/ZYXmNhYW9J5NJJRC6dxInU31c3fXqM1oa+i7m3NbWRsvUoKVuP4jbWjYglkxh/5wQsHYbf6kM7c1P+HO7EwxMd+aKgnldSqvmpvO8TNUvr2/nLT5WsTTzNsrEjWRXmSICDqNskCIIgCMNZfX09CxYsoLW1lcmTJ7Nz585LXn/dddcxbdo0ALZv386MGTO455572LBhAxEREVhaWlJaWkpiYiKnT5++7Po7dnZ2JCQkMH/+fP71r38RFxfHzJkz8fLyoqmpidTUVA4dOoRCoei12PT5VqxYweHDh9myZQuHDh1i+vTpeHh4UFlZSVZWFkeOHGHbtm34+vpe1ph7s3btWlJSUnj99ddJSEhg6tSpuLi4cOLECTIyMkhLS+Pnn3/G1dVVr/4nT56MlZUVr732GrW1tTg7dxx8FRsb25/fBu7u7qxateqiGc1AP8d6h0z/+Mc/tH6DL8sykiSJkGkYkiQJD6fReDiN5oboO6lrqP69jtNhssuOoVbrdox9SUUuJRW57P11O04j3BjvH8N4/2j8PZWijpMRkCQJT09PPD09uf766ykuLkalUpGbm9vrpwe9aW9vJzs7m+zsbCwtLRkzZgxKpRJvb28ROl4mzzAvPF/1Yua6Gzken05yXBInksu1altxvIKv/vIl3/79G8beOo6IJVF4R48adv8mpiYStwbac2ugPUcrmlmfUs3OnDraL72TjsY2mddTq/lvajXz/O14PMKRqV7Ww+75EwRBEAQBqqqqOHXqFAAHDhzQavVRZ8jk5+dHUlIS69evZ8+ePWzevBlTU1M8PDyYOnUqt99+e7+M0cfHh8TERLZv384nn3zCvn37qK6uxtLSkqCgINasWcPKlSsZNWrUJfuRJIlNmzYxe/ZsNm7cyN69e2loaMDV1ZXAwEBefvllpk+f3i9j7s7CwoK9e/eyadMmtm7dSnx8PC0tLbi5uaFUKlmxYgXjx+tfXN7R0ZGdO3fy/PPPs3Hjxq4P2Ps7ZAL4y1/+wnvvvdd1Kt75Bvo5lhobG/Xa47BixYqL/vHb1NREbm4uGRkZmJubc9ttt6FQKHjnnXcua7CGZG09uIuwqtVqzp07h6Wl5ZBZuXGutRlVcQrpBYfJLDxKU0uD3n3ZWNox1i+K8f7RhIwOw0LUcTIqbW1t5Ofno1KpKCws7HWZZ1/s7Oy6Coa7uLiIN+f95GTaCVK2HOXYx2m01uu2VdFF6UrE4igm3DURq5GD+zXWkMob2vhvajXvpNdQ06L9z3aEqyWrwx1ZMGYE5qYX/3keivODIAiCcHmMYW5oaup7xW9lZWWfIYUgCAOntLS0z5VdeodM2vj1119ZsWIFgYGBfPbZZ5iYDN4SUCJkurLU6nbyT6hIL+jYVld9Vv+9rwpTM4JHTWR8QDTj/CZhbyNOKDMmzc3N5OTkoFKpKCsr06sPJycnlEolISEhA1pAcChrbWwlc1cGR+OSKP9Nt33lphYKQm8ZS8SSKEZP9hm2AWBjm4YtmbW8mlpNTk3f2xE7edooeGSiIysnjMTRsufr/1CfHwRBEATdGcPcIEImQTA+VzxkAkhNTeWaa67hxRdf5M9//rMhb3VZRMg0eMiyzIkzxV2BU2llvt59SUj4uI/pqOMUEI3bSLGlypicPXu2q37T6dOn9erD09MTpVJJcHDwoP89NxYVGadIjkvi2M40Ws6e06mt8xhnIhZPYsLdYVg7Ds9/D40sk1DYwPqUKr4v7fsP7E5WConFSgceC3ck2NGi6+vDaX4QBEEQtGMMc4MImQTB+AyKkAkgLCwMc3Nzjhw5Yuhb6W2wv/k0honCUGrqz3TUcSo4Qm5pOmqNbnWczufi4Pl74fBJ+HmEYCLqOBmN06dPk5WVhUql4uzZszq3lyQJX19flEolgYGBFz1KVdBeW1MrmbuPkxyXRGliiU5tTc1NUc4LJWLxJHyu8R224W/a6XOsT67io5yztKq1n47n+tmyOtyRP4yyQaPRDNv5QRAEQeidMbx3ECGTIBifQRMyTZ48mby8PL1XIgwEETIZh+aWJlTFyaQXHCGzMInmVu1XAXRnY2XPON8oxgdEEzI6HHMzi74bCVecLMuUl5ejUqnIycnR+oS68ykUCgIDA1Eqlfj6+g7r36n+UqmqICXuKGk7UjlXq9u/iVOgE+GLo5h4dzg2zjYGGuHgdqqxnTePVfPWsRrONKu1bjfB2YI/TxzJbT7mjLCxEj/LgiAIAmAc7x1EyCQIxmdQhEzV1dWMGTMGKysrSkt1q+MxkETIZHzU6nbyyo+TXnCE9IIj1NTrH2KamZoTPHoi4/2jGec/CTtrh/4bqGAwarWaoqIiVCoVeXl5tLfrvsrNysqKMWPGEBoaiqen57BdUdNf2s+1odqTydHNSZQcKtKprYmZKSE3KYlYEoXfVD+kQVzHz1Ca2zVsz6pjfXI1mdW6FVo3kUACpK7/7vhZluj+9Y6txJ3/nx6PSz2u/18/Urd+/tdfz3569tdzPD37+18/PcfR2ZZLPS5JF/m+ut2vqx8j+b4v+e+pw/fdYzy93w9tvm+pt/Ho8X13Pqbz9y310o82/559fN+dj13kfr2PR7rI96XF932R57HHv2Vf3/dFnsceP1t9/Xte5Hns+bPVOQJhMDKG9w4iZBIE43PFQ6Zjx47x5JNP8ssvv3DjjTfyySefGOpWl02ETMZNlmXKzxSSnt8ROJWdLtC7LwkJX4/g3+s4xeA20qsfRyoYSmtrK3l5eahUKoqKipBl3V/a7O3tuwqGu7i4GGCUw8uZnNMkbzlK2ocpNFfrtupwpJ8jEYsjmXhPBLautgYa4eAlyzL7ihtZn1LFN8WNV3o4giAIF3XRcO0ioVZHm4uHa72HZ/0QrvUS1vV+nz7CtV76HKjvu+d4Lh6WgsyiIGtm+DkM2vcOImQSBONj0JBp7NixF31MlmVOnz7NuXPnkGUZKysrvv32W8LCwvS51YAQIdPQUn32NBmFR0jPP0JueQYajfbbT7pzHen1ex2nGHzdg0QdJyPQ1NREdnY2KpWKEydO6NWHi4tLV+Bkb2/fzyMcXtpb2sn6MpPkzUkU/VSoU1sThQnBc0KIWDIJ/2n+w3J10/Gqc7yaUs1WVR0tOtRtEgRBEIa3t69z4v4JzoP2vYMImQTB+Bg0ZLK17fuTZUmSmDJlCv/4xz+IjIzU5zYDRoRMQ1dTSwOqot/rOBUlc+4y6jjZWY1grP8kxvtHEzx6IuYKUcdpsKutrSUrK4vMzEyqq6v16sPb2xulUtm19VfQX1Xema7VTU1ndFuh4zDagfBFkYTdG4Gdx/AL/k43tfN2eg1vpFVT0aR/cC4IgiAMD+9c58TyIRAyeXuL06EFYTCQZZmysjLDhUw//fTTxTuVJGxsbPD392fEiBH6dH9ZlEolJSW9n3Q0depUvv766x5fFyHT8NCubiO3LIP0giNkFByhtqFK777MFOaEjA5jvH8MY/2isLMe+J91QXudKyxVKhVZWVnU19fr3IeJiQl+fn4olUoCAgIwMzMzwEiHB3VrO9kJWRzdnEThj/k6tZVMTRhzYzARS6II+EMgJqbDa3VTS7uGHTlneSW5imNndKvbJAiCIAwf717nxDIjD5nq6uqwtrbWaoGDIAiG1dDQQFNTU58Zz4CcLjfQlEoldXV1PPzwwz0eGz16NAsXLuzxdREyDT+yLFNamd8VOJWfKdK7L0kywc8jmPH+MYz3j8Z1pGf/DVTod7IsU1paSlZWFtnZ2bS06P5G3czMjKCgIJRKJT4+PpgMw21c/aW6sJqUrUdJ3ZZMY2WDTm1HeI/oWN10XyT2nsNrdZMsyxwsb2J/cQNnmlpRmJqCJCEDsky3/5bpnOx7Pi7/7/939X1hu+79dfQj93Kfjq/3fp8L++u6prdxXHCfi4+js/aa3Mf9+vq+ez7e837/u49hv+8LH7/48y8IgtCX96Y5sXS8cYdMarWaM2fO4OjoiI2NjVjRJAhXgCzLNDY2Ul1djbNz368pQzZkAlCpVFq3ESGTUHW2goyC30jPP0xe+XE0skbvvtwcvbsCJx/3IEwkEUAMVu3t7RQVFZGZmUlBQYFeJ9RZW1sTHBxMaGgo7u7u4g8gPanb1OR8lUVyXBL53+f/7x23FiQTiaAbxhCxZBKBMwIxUQyf10kxPwxf+oVv3cI1+dKh1v/66T1co/tj3cbR+30uEa51PtbL99Xr93xeG3ppc9GQr3sA2OM+F3+81++7l/v1Pp6LPP/dn5Me49Xx++72POr2fff+ffX6/Hf7vnvep+f9Luv7Pn+slwh8L/r8d+vvwvHq8X1fMsju6/H+D/gvstAg3gAAbldJREFU6EeGV6aM5J5Qp0E7N2gTMkHHPNfQ0KDXh4KCIPQPCwsLbG1ttXo9ESHT70TIJJyv6VwDx4uOkl5wGFVRMi1t5/Tuy956JOP8oxjvH8OYURMwU5j340iF/tTS0kJubi4qlYqSkpKuP5h14eDgQEhICEqlEicnJwOMcnioLa4hZetRUrYl03BKt62N9l72hN0bQfjCSEaMcjDMAAcRMT8IgiAI3RnD3KBtyCQIgnG57JDpp59+IiEhgYKCAurr6y/6pkySJBISEi7nVlpTKpW0tLTw3HPPcerUKezs7IiMjGTSpEkXbdM9ZFKrB1dRVY1G0zVRiG05A6uzjlNG4RGOFyZR16hf8WgAczNLQkZNZJx/NKE+kdhY2fXjSIX+1NjYSHZ2NtnZ2Zw6dUqvPlxdXQkJCSE4OFjUEtCTpl1N7r5cUrceJe/b3P99lKsNCQJmBBG+KJKgG4KG7OomMT8IgiAI3RnD3CBWJgnC0KR3yNTW1sayZcv4/PPPAfr8xF+SJL0K7erjYoW/IyMj2bx5M/7+/j0e6x4yNTbqduqRoWk0GlpaWrCwsBi0E8VwoJE1lJ8pRFV8lMzio1TUlOndl4lkgo9bMKE+kYT6ROJof+kq/cKVU1tbS25uLrm5udTV1enVh5eXF0FBQfj7+2NhIU4l1MfZ8joydhwj/cNjOq9usnGzZdxdExh/z4Qht7pJzA+CIAhCd8YwN4jyAoIwNOkdMr300ku88MILSJLE7NmziY6OxtXV9ZIvYvfdd5/eA9XFiy++yNVXX01oaCi2trbk5uby+uuv89FHHzF69GiOHDmCnd2FK0jESiZBH2fqTpFR+BsZBb9RcFKFfBl1nDwcRzPOfxLj/KLxdvUXdZwGIVmWqaio6FrhpE8YbWpqip+fHyEhIfj5+aFQKAww0qFN064m/7s8UrYcJW9fLrJGh2lMAv/rAwhfGEnQ7GBMzYx/dZOYHwRBEITujGFuECuZBGFo0jtkCg8PJy8vj02bNnHnnXf297gM4v777+ejjz7in//8J3/+858veEzUZBIuV2Pz2Y46TvmHUZWk0noZdZxG2Dgyzj+a8f6TCPKegJnCrB9HKvQHjUZDaWkpKpWKnJwcWltbde7D3NycMWPGoFQqGTVq1KD9I3AwO1teR+r2ZFK2HKWuTLdVZjautoTdG074oigc/RwNNELDE/ODIAiC0J0xzA2iJpMgDE16h0yOjo44OzuTk5PT32MymF9//ZUZM2Zwyy238OGHH17wmAiZhP7U1t5KTukx0gsOk1GQxNmmGr37sjCzROkTwfiAaMb6RmFtKWr7DDZtbW0UFhaiUqkoKCjQayWkjY1NV8FwNzc3sYRcRxq1hvzv80jenETO19nIat1WFfpNCyBySRTBc0IwNTeu1WVifhAEQRC6M4a5QYRMgjA06R0y+fn5MWrUKA4ePNjfYzKYnJwcwsPDmTFjBrt3777gMREyCYaikTWUVOSRnn+Y9IIjnKou1bsvE8mEAK+xjPePZnxANE72bv04UqE/nDt37oIT6vTh6OjYFTiNHDmyn0c49NWfqu9Y3RSXRG1JrU5trZ1tmHhPOBGLo3AKMI7TAcX8IAiCIHRnDHODCJkEYWjSO2RatGgR3377LcXFxZibG8eR7Nu3b2fFihUsX76c11577YLHRMgkDJTKmhNkFB4hPf8IBSezLquOk6ezb0fg5B/NKNcAsfplkKmvrycrK4usrCwqKir06sPd3R2lUklISAg2Njb9PMKhTdZoKPixgOS4JLL3qtC06/a75jvVj4glUYTcFIrCYvCubhLzgyAIgtCdMcwNImQShKFJ75ApIyODadOm8fDDD/Pcc8/197j0lp2dzahRo3qERtnZ2cyePZuKigq++eYbrrnmmgseFyGTcCXUN9WRWZREesERVMUptLXrXtenk4Ot0+91nKIJ8h6HwlTUcRpMqqqqUKlUqFQqvU6okySJ0aNHo1QqCQoKEifU6aihsoG0D5NJjjtKTWG1Tm2tHK2ZeHcYEYujcB7jYqAR6k/MD4IgCEJ3xjA3iJBJEIYmvUOm0tJS9u/fz+OPP87UqVNZsWIFgYGBl/ykfdSoUXoPVFv/+Mc/eP3115kyZQqjR4/G2tqavLw8vvnmG9ra2lizZk2voZgImYQrrbW9heySNNILjnC84Dfqm3UPIjpZmlsT6hvBeP9olL4RWFuIOk6DhSzLnDp1iszMTLKzs/X6A0uhUODv709oaCi+vr7ihDodyBoNRT8VkRz3G6ovVGjadKufNfpqXyIWR6KcNxYzq8ER5Ir5QRAEQejOGOYGETIJwtCkd8hkZ2en240kibNnz+pzK5389NNPvPfee6SlpVFZWUlTUxNOTk5MmjSJBx54gBkzZvTaToRMwmCi0agpOpVLekFHHafKmnK9+zIxMSXIaxzjA6IZ5xeNo/3gW4kxXGk0GoqLi1GpVOTm5tLW1qZzH5aWll0n1Hl7e4stkzpoPNNI2kcpJG9Oojq/Sqe2lg5WTPxjGOGLI3FVXtnaaGJ+EARBELozhrlBhEyCMDTpHTLZ2uq+MqKhoUGfWw0IETIJg1lFTXlX4fCik9nI6PVrC4C3i39X4XAvZz8RSgwSbW1t5Ofno1KpKCwsRKPRvVaXnZ1dV8FwFxcX8W+rJVmWKf65iOQtSah2H0fdqtvqJu+Y0UQujiL01rGYWQ98jUIxPwiCIAjdGcPcIEImQRia9A6ZhhoRMgnG4mxjLccLfyO94AjZJWm0qfWv4zTSzoXx/pMY7x9DoNdYTE3FtqvBoLm5mZycHFQqFWVlZXr14eTk1FUw3MHBoX8HOIQ1VTVybEcayXG/cSbnjE5tLewtmXDXRCKWROE21t1AI+xJzA+CIAhCd8YwN4iQSRCGJhEy/U6ETIIxamk7R3ZJKun5R8goSqKxWf8tqVbm1oT6RjI+IAalTwRWFoP7d2K4OHv2LFlZWahUKk6fPq1XH56eniiVSoKDgwf9a91gIcsypYklJG/+jeOfH0fd0q5Te69Jo4hYFMnY+eMxtzHs6iYxPwiCIAjdGcPcIEImQRiaRMj0u8H+xssYJgrhytJo1BSezCa94AjpBUc4XXtC775MTRQEeY9jvH804/yjGWnn3I8jFfR1+vTprsBJnxp3kiTh6+uLUqkkMDAQc/OB39pljJprmji2M43kuCROqyp1amthb8H4OycSsTgK9wkeBhmfmB8EQRCE7oxhbhAhkyAMTSJk+p0xhEyNpzNpzd+EpWs0Fq6TUNj7I0kmV3powiAkyzIVNWWk53cETkWnsi+rv1GuAR11nPxj8HT2EbV+rjBZljlx4gSZmZnk5OTQ3Nyscx8KhYLAwECUSiW+vr6D9g/QwUSWZcp+KyV5cxLHd2XQ3qxboXbPcC8ilkQxdv54LOws+m1cxvBGQhAEQRhYxjA3iJBJEIYmETL9zhhCprqsLZzLebfraybmI7FwjcLcJQoLl0kobAzzKblg/M421pBR+Bvp+UfILk2jXa37KWadHO1duwKnAK9QTE0G5x8uw4VaraaoqAiVSkVeXh7t7bpt6wKwsrLqOqHOy8tLhIhaOFfbTPonx0je/BsVxyt0amtua864OyYQsSQKzzCvyx6LMbyREARBEAaWMcwNImQShKFJhEy/M4aQqeqX1bRX/XbRa0xtvLBwicLCdRLmzpGYWjgM3AAFo9HS2kxWSSrpBUfIKEyi6Vy93n1ZW9gS6hfJeP8YlD7hWJpb9eNIBV21traSl5eHSqWiqKgIWdb95d3e3r6rYLiLi4sBRjm0yLLMieRykjcnkfHZMdqadAtw3Sd4ELEkivF3TMDC3lKvMRjDGwlBEARhYBnD3CBCJkEYmkTI9LvBHjK1tzZT+dUc0JzTsoWE2YggzF0nYeEShblTGCYK/d7ACEOXWqOm4ITq9zpOh6mq021FxvlMTRWM8Z7w+yqnaEbYOvbjSAVdNTU1kZ2djUql4sQJ/epzubi4EBISglKpxN7evp9HOPS0nD1H+qfHSN6cxKljJ3Vqa2ZtxrjbJxC+OBKvSG+dVpMZwxsJQRAEYWAZw9wgQiZBGJpEyPS7wR4yNVckUXPoUf07MDHD3HF810onM4cQJBNxXL3wP7Isc7KqpKtweElF7mX1N9otqCtw8nAaLbZgXUG1tbVdBcOrqqr06sPb2xulUsmYMWOwshIr1vpyIvX31U2fHqO1oVWntm5j3YhYMonxd07A0qHv59oY3kgIgiAIA8sY5gYRMgnC0CRCpt8N9pCp6dRh6jPfRX02G2T1ZfcnKWywcI7oWumksPMVIYBwgbqG6q7AKafsGGq17rV+OjmNcGO8fwzj/aPx91SKOk5XiCzLnD59GpVKRVZWFvX1um+VNDExwc/PD6VSSUBAAGZmZgYY6dDRUt/C8fh0kuOSOJFcrlNbhZUZY28bR8SSKLwnjbroa7QxvJEQBEEQBpYxzA0iZBKEoUmETL8b7CFT50RhbqpGXZNGy+kkWiqTaK8v6Jf+TSydO1Y5/b7SydTKtV/6FYaGc63NqIpTSC84TGbhUZpaGvTuy8bSjrF+UYz3jyZkdBgWoo7TFSHLMmVlZahUKrKzs2lpadG5DzMzM4KCglAqlfj4+GBiIk67vJSTaSdI2XKUYx+n0Vqv2/PtonQlYnEUE/4YhlW31U3G8EZCEARBGFjGMDeIkEkQhqZ+C5kqKiooLy+nqamJa665pj+6HFDGEjJ1nyjU587QUpnUETqd/g1Nc2W/3E9hO/r3VU6TsHCOwMTcrl/6FYyfWt1O/gkV6QWHSS84QvVZ/X/mFKZmBI+ayPiAaMb5TcLeZmQ/jlTQVnt7e9cJdfn5+XqdUGdtbU1wcDBKpRIPDw+xMvISWhtbydyVwdG4JMp/K9WprcJSQegtYwlfHMXoyT5IkmQUbyQEQRCEgWUMc4MImQRhaLrskGnHjh385z//ITs7u6NDSeLs2bNdj8fGxpKcnMymTZvw8PC4vNEakLGGTOeTZRl1Q8nvq5x+o+VMMnKb/ieH/Y8JZiND/ndyneN4JFOLfuhXMHayLHPiTHFX4FRama93XxISPu5jOuo4BUTjNlK34sdC/2hpaSE3N5esrCyKi4v1OqFuxIgRKJVKlEolTk5OBhjl0FGRcYrkuCSO7Uyj5ay2Bzt0cB7jTMTiSYxdMB4Ta5NB/UZCEARBGFgiZBIE4Uq5rJBpzZo1vPPOO8iyjJmZGZIk0dbWdkGdj+3bt7Ny5UrWr1/PAw880C+DNoShEDJ1J8tq2mqzOwKn00m0Vh0DjW4FaHtlYo6500Qsfq/nZOYwBkkanJOXMLBq6s+Q8Xsdp9yyDNQa/es4uTh4/l44fBJ+HiGYiDpOA66xsZHs7GwyMzM5deqUXn24ubkREhJCSEgIdnZiReTFtDW1krn7OMlxSZQmlujU1tTcFK9J3phZmSGZmNCRzUpIJlLH/5bO++9uX5NMpP893tVGAqnjQ6OOx7n41+CCNn3eQ5I6Luv+tYu2Oe++UrexaDPWy21jokUfBh/Xec8PWv5bdn+8t+e8rzYi5BcEoyZCJkEQrhS9Q6a9e/dy11134eLiwmuvvcbs2bOZPXs2iYmJF4RMNTU1jB49mpkzZxIfH99vA+9vQzFk6k5Wn6O1Kp2W07/RUplEW20WcPm7JSUzuwvrOdmIFSgCNLc0dtRxyj9MZtFRmlv1/0PCxsqecb5RjA+IJmR0OOZmYiXdQKupqUGlUqFSqaipqdGrj1GjRhEaGkpQUBCWlpb9PMKho1JVQUrcUdJ2pHKutvlKD0cYzvoKpS4aVF6iTbfwS6fAjIuHkFysD23v0fk1fYK8Hm0uETJ2Ps6Fj///9u48PK6zvhf498yqfZe8yJItybI0Wr3KTeIkBBpwmpSEFAJxwtZbQgKkhZC0FygpDzxJCwnQcmlLCeUSkthASELJLamDSSArtuTY1sgaybJkSd61byPpzHLe+8eMZjQjyZJmzozmHH0/z8OjMMt7XjuOfpqvf+f3Lil0XdavxeC7HpYYfs5+PsL3hD+/pN8PaQnPL/c9gWuGhqZLD1jn+T1fznsS5GdghkxEtFIiDpluvfVWvPLKK/jVr36F97znPQCAG2+8cU7IBABVVVXweDw4depU9DuOkdUQMoVTXKOQ+4/5Qqf+Jngnlve35wsxJq+BxR84WfN3wpjE22VWO4/Xjc7zrb7b6jqPYHhiIOK1zEYLKorrUVvagJrSXUhPyVJvo7QoIQQuX74cOKHO6XQuew2j0YjS0lLYbDaUlpbCZDLFYKfa555yo+3FVhz9SRN63+pe6e0QEdEyLKt7cE6AinmDrMBjWMqawNV/ey1qP1DPkImI4irikKm4uBhmsxmdncEZLAuFTO9617vQ3NyMoaGh6HYbQ6sxZJpzjcnLgQHicl8TFHlQlXVNGaW+AeL5O2HJ2waDOVWVdUmbhBA4138mMMfpfP+ZiNeSIGHTugr/HKfdWJNdqOJOaTGKouDs2bNwOBw4deoUXK7l345rsViwZcsW2Gw2FBUV8YS6BQyc6sc7TzbhxIHjmBriD+VERLS4933nz7Dz4w0MmYgoriIOmbKzs1FdXY033ngj8NhCIdOePXvQ3t6O/v7+6HYbQwyZQgkh4Bk/E5znNPAOhEeFQiAZYc6u8nc57YIlpxqSwRz9uqRZQ2N9sPvnOJ0+fxKK4o14rYLsQv8cp93YtLacc5ziyOPxoKurCw6HA11dXfB6l//vMTU1FZWVlbDZbFizZk3C3HKQSDyyB23/rxXv/KQJ3a9HHtASEZH+7f3uzdjxsV0MmYgoriIOmcrLyyHLMnp7g7dYzRcyeb1eFBYWYs2aNThx4kT0O44RhkxXJhQP3MOtgZPrXEMtgIh8qPMMyZgMS97WwDwnU0YZJImdDKvVpDwBR/c7sHcdwcnuo5Bdkc+jSU/ORHXpLtSWNqCiuB4WE+c4xcv09DQ6OjrgcDhCasRyZGdnB06oy87OVnmH+jDYOYhjTx1F9+tdmBqZgv8GCkAICEVACP8/C99fHMz887zPK2HPR/AeIiJKLHv/+Wbs+ChDJiKKr4hDprvvvhv/9V//hV/+8pd43/veB2D+kGn//v2455578LGPfQz/9m//ps6uY4Ah0/Ionim4Bo8HOp08ox2qrGuwZMOSvyPQ6WRKXafKuqQ9Hq8bHedaYO86gpauIxiZiPz2TYvJisqNW1Fb2oDqkl1IS85Qcad0JePj42hvb4fD4cDly5cjWmPt2rWw2WyorKxEaipvtw2XKPVhTig1X3i1WPi1lPcoAkD4YwoQWA/+94jAY741AYH5n4/+PfO8BrPWWOAakbxnzvOB9ywjRMTiv88Iv274vufby6zfj4j//S4Sbs55bIFfy/x79b8GS/g9CrvGkn5flVnrL/XfhcKAlmLnpu/dgu137UyIzw7zYchEpE8Rh0x/+MMfcPPNN2PDhg342c9+hq1bt84JmV599VXcfffdGBsbw2uvvYZt27apunk1MWSKjlcehqv/aKDTyTt5QZV1jamFgS4nS94OGK1ZqqxL2iKEwNm+zsBtdRcGuiNeS5IMKF1Xidoy3211+VkMMuNlcHAwMDB8ZGRk2e+XJAnFxcWw2WwoLy+H1cruNCDx6wMRLS4Qri0Wqs0OqjD/84uGW3NCtisFc2GPLfb8ct8THhDPF2guFrRG8h5FBAPkBX7v5w0RsbTf55DrYuF9LbjXKwSVC143/D2KwI57d2HLn1YmbG1gyESkTxGHTADw4IMP4gc/+AFMJhO2b9+OM2fOYGBgAPv27UNLSwuam5shhMAXvvAFfOMb31Bz36pjyKQuj/M85D7fEHFX/1EorhFV1jVnbgmcXGfJrYfBlKzKuqQtg6OXA4FT5/mTUIQS8Vprc4pQU9qA2tIGbFxbDgNv14w5IQQuXbqE1tZWtLe3R/RDpslkCpxQV1JSsqpPqNNafSAiotjTQm1gyESkT1GFTADwne98B9/61rcwMTEx57nk5GT87d/+LR566KFoLhEXDJliRwgFntHTgZPrXAPHIbzT0S8smWDJrQ2cXGfOtkEyrN4PmquVc3ocrd1HYe88AkfPO5Ddkf/ZykjJRk3pTtSW7saWojqYTRYVd0rzURQFPT09cDgc6OjogNvtXvYaVqsVFRUVqKysRFFR0aobGK7l+kBERLGhhdrAkIlIn6IOmQBgZGQEBw8ehN1ux8jICFJTU1FdXY2bbroJ+fn5auwz5hgyxY9Q3HANtQTmObmHWwER+YliMyRTKqx522Ep2Omb55S+adV92Fzt3B43Os7ZA3OcRp1DEa9lMSfBVrwVtWW7Ub1pB1I5xynm3G43Ojs74XA4cObMGSjK8jvU0tLSUFlZiaqqKuTn56+K7wF6qg9ERKQOLdQGhkxE+qRKyKQHDJlWjuJ2wjXwjn+eUxM8412qrGtIyvPNc/LfXmdMLlBlXdIGRSg4e3lmjtNhXByM7JQzADBIBpSut6G2dDdqyxqQl7lWxZ3SfKampnDq1Ck4HA6cO3cuojVycnJQVVWFyspKZGVlqbvBBKLn+kBERJHRQm1gyESkTxGHTMeOHUvoQd7LxZApcXinByD3H/V3OjVCmepTZV1TWnFgnpM1bzsMFnamrCb9IxfR0tUIe9dhdF5wQEQxx2ldbrEvcCptQNGaMs5xirGxsTG0tbXB4XCgv78/ojXWr18Pm82GioqKhP9+v1yrqT4QEdHSaKE2MGQi0qeIQ6b09HTYbDbs27cPH/7wh7FunbZPaEr0Dx1aKBSxIISAd+Is5P5G/0ynoxDucRVWNsCcXeGb51SwC5acWkhGnlS1WjinxnCy+yjsnYfh6D0OVxRznDJTcwKDw8s31MJsMqu4Uwo3MDAAh8MBh8OBsbGxZb9fkiRs2rQJNpsNmzdvhsWi/blbq7U+EBHRwrRQGxgyEelTxCFTbm4uZFmGJEkwGAy44YYbsG/fPrz//e9HUlKS2vuMOYZM2iCEF+6R9uDJdYPNgOKKfmGDBZbc+sCtdeasLZCk1fv7vJq4PS6cOtsMe9dh2LsaMT45EvFaVksybBu3oba0AdWbdiIlKU29jVIIIQQuXLgAh8OB9vZ2TE1NLXsNk8mEzZs3w2azYdOmTZr93sr6QERE4bRQGxgyEelTxCHT2NgYnnvuORw4cABvv/02hBCQJAnp6em47bbbsG/fPuzZs0ft/cYMQyZtEt5puAbtgZPr3MNtAKIfMyaZ02HN3xHodDKmblgVA4RXO0Uo6LnUEZjjdHkosllAgG+OU1lhNWpLG1Bb1oDcjDUq7pRm83q96O7uRltbGzo6OuDxeJa9RnJyMrZs2QKbzYbCwkJN/ffO+kBEROG0UBsYMhHpkyqDv3t6enDgwAH87Gc/w+nTp30LSxKKi4uxb98+3HnnnSgtLY16s7HEkEkfFNcY5IF3AifXeSciH/Y8mzF5TXCeU/5OGJNyVVmXElvf8IVA4HTmYntUc5zW523yBU6lDSgqKNNUiKElLpcLnZ2daG1tRXd3N4RYfonLyMhAZWUlbDabJk5IZX0gIqJwWqgNDJmI9En10+UaGxvxzDPP4Pnnn8fQ0FDgg9Tu3btx6NAhNS+lKoZM+uSdvOzvcmqC3NcIRR5UZV1TeimsBTthzd8FS942GMypqqxLiWt8chQnzzSh5cwROHqOwe2J/DbNrLTcWXOcamAyco5TLExOTqK9vR0OhwMXLlyIaI28vDzYbDbYbDZkZCTmYQGsD0REFE4LtYEhE5E+qR4yzXC73fif//kf/Md//Ad+//vfQ5IkjI+rMbA5Nhgy6Z8QAp7xM4HAyTXwDoRHheImGWHOrgp0OVlyaiAZGBromcsjo733BOxdR3CyqxHjU6MRr5VkSUHVpu2oLW2AbdN2pFg5xykWRkZGAifUDQ5GFjZv2LABNpsNW7ZsQXJysso7jBzrAxERhdNCbWDIRKRPMQmZhBD47W9/iwMHDuC///u/MTk5yZApSlooFFojFA/cw47AyXWuQTsglj/LJZxkTIIlb1tgiLgpowwSj7jXLUXxovtSh39w+BH0DZ+PeC2DwYjywhrUljWgpqQBORmJf6uW1ggh0N/fD4fDgba2tojqksFgQElJCWw2G8rKymA2r2yozPpAREThtFAbGDIR6ZOqIZPdbsf+/fvxi1/8An19fYFZGNXV1bjrrrvw13/912pdSnUMmUjxTME1eDxwcp1ntEOVdQ2WrJB5TqbU9aqsS4np8vB52Dt9gVP3xXaIKAbRb8gvDQwOL8wr4RwnlQkhcO7cOTgcDpw6dQrT09PLXsNsNqO8vBw2mw0bN26EwRD/QJn1gYiIwmmhNjBkItKnqEOmy5cv4+c//zkOHDiAlpYWAL4f3AsKCnDHHXdg3759qKurU2WzscSQicJ55WG4+o8GZjp5nZF3qMxmTC30dTnl74QlfyeM1ixV1qXEM+YcwckzjbB3HUF77wm4vZHPccpOz0dt6S7Ulu7G5sJqGI0mFXdKHo8H3d3dcDgc6OzsjPiEupmB4evWrYtbKMj6QERE4bRQGxgyEelTxCHTs88+i/379+PVV1+F1+uFEAJJSUm4+eabsW/fPtx4440r8je6kWLIRIvxOC8E5zn1N0FxjaiyrimzHNb8XbAW7IIltx4GU+LMeiH1yO5ptPceh73zCFq6m+CcGot4rWRLCqo27UBt2W7YNm5HsjWxv39pjSzLOH36NBwOB3p6eiI6oS4zMzMwMDw3N7anUbI+EBFROC3UBoZMRPoUcciUluYbTitJEq666irs27cPt99+e8KevrMYhky0HEIo8Ix1Qu5rhNzfCNfAcQjv8m+1mUMywZJb6+902gVztg2SgR0reqMoXpy52AZ71xHYO4+gf/RixGsZDSaUb6hBbWkDakobkJ2ep+JOyel0or29Ha2trbh06VJEaxQUFMBms6GyshLp6ekq75D1gYiI5tJCbWDIRKRPEYdMtbW12LdvH+68805s2rRJ5W3FH0MmioZQ3HANtQQ6ndzDrYDwRr2uZEqBJW97cJ5TOufy6I0QApeGzgUGh/dcOhXVekUFZb45TqW7sT5vI/+8qGh4eBgOhwMOhwPDw8MRrVFUVBQ4oS4pKUmVfbE+EBFROC3UBoZMRPoUk9PltIghE6lJcTvhGjgWOLnOM9alyroGa24gcLLm74QxZY0q61LiGHMOo+VMI+ydR9B+9gQ8XnfEa+VkFAQCp7LCKhgN/N6hBiEELl++HDihzul0LnsNo9GI0tJSVFZWoqysDCZT5B2LrA9ERBROC7WBIRORPjFk8mPIRLHknR6A3H80MM/JO3VZlXWNacW+wKlgF6x522GwaPN2VZqf7JpCW+9x2LuOoOVMEyanxyNeK8WahqqSHagt3Q3bxm1IsnD2lxoURcHZs2cDJ9S5XMsf7m6xWFBeXo6qqioUFRUte54h6wMREYXTQm1gyESkTwyZ/BgyUbwIIeB1ngvMc5L7j0K4Iw8PggwwZ1cE5jlZcusgGa0qrEuJwKt40XXB4Zvj1HUYg6ORB5VGowkVG+pQW7YbNSW7kJmWo+JOVy+Px4Ouri44HA50dXXB613+LbOpqamBE+rWrFmzpNsdWR+IiCicFmoDQyYifVpSyDQzqLSiogJNTU0hjy35QpKEsbHIT1OKNYZMtFKE8MI9csofOjXBNXgCUCI/6j7AYIElty5wcp05awskiX929EAIgYuDvf7A6Qh6L3dEtd7GNeWoKW1AbWkD1uUWc46TCqanp9HR0QGHw4He3t6I1sjOzg6cUJednb3g61gfiIgonBZqA0MmIn1aUsg0c5JcRUUFjh49GvLYckxMTCz7PfHCkIkShfDKcA3ZA51O7uF2AErU60rmdFjzdwQ6nYxpRQwTdGJkYhAtXY2wdx3BqXPN8Ho9Ea+Vl7k2EDiVrrdxjpMKJiYm0NbWBofDgcuXI+tAW7t2beCEutTU1JDnWB+IiCicFmoDQyYifVpSyDTzt7Bmsxnr1q0LeWw5iouLl/2eeGHIRIlKcY1BHnjH1+XU1wjPRGRdEeGMyWtgmZnnlL8TxqRcVdallTXtmoKj5x3YO4/gZHcTpuTlD6WekZqUjuqSnagtbUDlxm2wmtU5DW01GxwcDAROIyMjy36/JEkoLi6GzWZDeXk5rFYr6wMREc2hhdrAkIlInziTyY8hE2mFd6ovcGud3NcIRR5UZV1TeimsBb5T6yx522Ewpy7+JkpoXq8HnRdafbfVdR7G0Hh/xGuZjGZUFNWjtqwBNSW7kJG68O1btDghBC5duhQ4oS6SH7RNJhNKS0tRUVGBgoICJCcnh9SH+ToVl/LYUt9HRESJSwufHRgyEelTxCHT2bNnYbVaUVBQsOhr+/r6IMsyioqKIrlUXDBkIi0SQsAz3g25vxGuvibIA0chPCoUbMkIc7YtMM/JklMDyWCOfl1aMUIIXBjoRnPXEbR0HcHZvs6I15IgYePaLagtbUBtWQPWZG9gCBEFRVHQ29uL1tZWdHR0wO12r/SWliXSkOpKf2bUWnM514jmumqvGe01Ir1uLNaM168l2vfr/c+o2r+WRPwzulL/DqLZS7Tvv9L7FEVBXl4e1q5dm7CfHRgyEelTxCFTWloarrnmGhw8eHDR195000148803Ofg7CgyZaCmE4oF7pC0wz8k1aAdE5PN5ZkjGJFjytvpCp/ydMGVuhiQt75h1SizD4wNo8Q8O7zjXAq8S+Z+T/Kz1vsCptAEl6ypg4ByniLndbnR2dsLhcODMmTNQlOjnsRER0ep0ww03YOvWrQn72YEhE5E+RRUyXX311Xj55ZcXfe1NN92EN954A+PjahzTHhsMmUiPFM8UXIMnIPc1wtXfBPfoKVXWNViyfPOc/DOdTKnrVVmXVsaU7ISj5xjsnYfR2n0UU67If+hLS84MznEq3gqL2ariTleXqakpnDp1Cg6HA+fOnVvp7RARkcYwZCKilRCXkOm6665DS0sLhoaGIrlUXDBkotXAK4/ANXA0MNPJ6zyvyrrGlPWBAeKW/B0wWjmvR6s8Xjc6z7fC3nUY9s4jGJ4YiHgts8mCiuKtqC1tQE3JTqSnZKm30VVmbGwsMDC8vz/y2VpERLR6vPvd70Z9fX3CfnZgyESkTzEPmS5fvoza2lrk5ubC4XBEtMl4YMhEq5HHecF3al1/E+S+JiiuYVXWNWWWB7qcLLlbYTAlq7IuxZcQAuf6z/gCp64jON9/JuK1JEjYtK7CP8dpN9ZkF6q409VlYGAADocDDocjoW9DJyKilcWQiYhWwpJDpqeffhrPPPNM4P+//vrryMzMRF1d3YLvmZqagsPhwOTkJO666y784Ac/iH7HMcKQiVY7IRR4xjoh9zX55jkNHIPwTke/sGSCJafG3+m0C+ZsGySDKfp1Ke6Gxvp8J9V1HcHp8yehKN6I1yrILvTPcdqNTWvLOccpAkIIXLhwAWfPnsXk5CRMJtOcIbBCzC3xS3lsvtdE+/54rBntNSK9bizWjNevJRZrLuc6if5nNB6/lmjXXKk/o5T4GDIR0UpYcsj06KOP4tFHHw2+UZKWXGyqq6vxq1/9CuvWrYtsl3HAkIkolFDccA2dhNzfCLmvEe7hVkBEHirMkEwpsORtD85zSi/hyWQaNClPoPXMUdi7jqC15x3IrqmI10pPzkR16S7UljagorgeFhPnOC0H6wMRrbRYhqtaDRRX+teiKArMZjMyMzMTtjYwZCLSpyWHTM3NzWhubgbg+8Z13333oby8HF/84hfnX1iSkJKSgtLSUtTX16u34xhhyER0ZYrbCdfAMcj9vk4nz1iXKusarLmwFuwMnFxnTFmjyroUP26PG6fPt8DeeRj2M40YnRiMeC2LyYrKjb45TtUlu5CWnKHiTvWJ9YGIiMJpoTYwZCLSp4hnMtlsNuzatQs//elP1d7TitBCyOR663ewPPtDSBX1QGUdpIo6YP1GSAYeJU/x550e9AVO/pPrvFOXVVnXmFbs63LK3wVr/nYYLAwZtEQIgbN9nYHb6i4MdEe8liQZULquErVlvtvq8rMStxt2JWnhgwQREcWXFmoDQyYifYo4ZNIbLYRMnp/8M0wvPh36RFoGsKUWUkUdpMo6oLwGUkraymySVi0hBLzOc4FT6+T+Jgj3uAorG2DOqgh0Olly6yAZeSuVlgyOXg4ETp3nT0IRSsRrrc0pQk1pA2pLG7BxbTkMEgN2QBsfJIiIKL60UBsYMhHpE0MmPy2ETMrf/xUMjuNXfqEkAcWbfV1OM8HT+o2ceUNxJYQX7pGOwDwn1+AJQHFFv7DBAktuna/LqWAnzFkVkKTE/MGJ5nJOj6O1+yjsnUfg6HkHsjvywfIZKdmoKd2J2tLd2FJUB7PJouJOtUULHySIiCi+tFAbGDIR6VPEIdP+/fvx6U9/Gv/7f/9vfOUrX1nwdY888gj+6Z/+CT/+8Y/xoQ99KOKNxlrCh0wuGeKj74IkR/ChLD0z2O1UUQdsqYGUnKr+JokWILwyXEP2wMl17uE2AJF3tMyQzOmw5m0PnFxnTCtioKoRbo8LHefssHcegf3MEYw5hyNey2JOgq14K2rLdqN60w6krrI5Tlr4IEFERPGlhdrAkIlInyIOmT784Q/jN7/5DRwOBzZs2LDg63p7e1FVVYX3v//92L9/f8QbjbWED5k6TgIP3a3OYgYDUFwW7HaqqAfWF/PDOcWN4hqHPPAO5P5GuPoa4ZnoVWVdQ3JBYIC4tWAnjEl5qqxLsaUIBWcvnw7cVndxMPI/DwbJgNL1NtSW7kZtWQPyMtequNPEpIUPEkREFF9aqA0MmYj0KeKQqbq6GlNTU+jqWvyEqdLSUqSmpsJut0dyqbhI+JCpqx3eX/4njKdPAn0X1L9AehZQMavbqbwGUnJi/56Qfnin+kLmOSnTA6qsa0ov9c9z2glL3nYYzOzg04L+kYuwdx1BS9cRdF5wQEQxx2ldbrEvcCptQNGaMl3OcdLCBwkiIoovLdQGhkxE+hRxyJSbm4uamhr84Q9/WPS11113HRwOB/r7+yO5VFwkfMg0q1AYxoaB9maItmaI9magsxVwyepe0GDwzXaq9Hc7baljtxPFhRACnvFuyP1NcPU1Qh54B8LjjH5hyQhzti0wz8mSXQPJuHrn+GiFc2oMJ7uPwt55GI7e43BFMccpMzUnMDi8fEMtzCazijtdOVr4IEFERPGlhdrAkIlInyIOmTZs2IC8vDwcP3580ddu3boVly9fxsWLFyO5VFxoKWQKLxTC7Qa6T0G0n/CFT+12djuRbgjFA/dIW6DTyTVkBxR31OtKxiRY8rb6bq3L3wVT5mZIOuxy0RO3x4VTZ5th7zoMe1cjxidHIl7LakmGbeM21Jb65jilJGn3VE4tfJAgIqL40kJtYMhEpE8Rh0zvete7cPToUTQ3N6OkpGTB13V1daGurg5bt27FG2+8EfFGY03LIdN8xFA/cMoe326nijpgHbudKLYUzzRcgycC85zcox0Aoj8k02DJgiV/R6DTyZRaGP1mKWYUoaDnUod/jtNhXB46F/FaBsmAzYXVqC3bjZrSXcjNWKPiTmNPCx8kiIgovrRQGxgyEelTxCHTN7/5TXzjG9/A9ddfj+effx5Wq3XOa1wuFz7wgQ/gtddew5e//GV86UtfinrDsaK3kCncnG6ntmagPwadZRlZwBZf4CRV1gGbq9ntRDHllUfgGjga6HTyOs+rsq4xZb3/1LqdsOTvgNGarcq6FBt9wxcCgdOZi+1RzXFan7cJtf7b6ooKyhI+ONfCBwkiIoovLdQGhkxE+hRxyDQ6Oort27ejr68PFRUVuP/++9HQ0ICsrCyMjIzg8OHD+P73v4+2tjasXbsWTU1NyMrKUnn76tF7yDQfMdQHtNsh2v3dTqdbAbdLlbUDDEZg4+bgSXaVdcBaHjNPseNxXvR1OfU3Qe5rguIaVmVdU2a5/9S6XbDkboXBlKzKuqS+8clRnDzTBHvXYbT1HofbE/n3tay03FlznGpgMibeHCctfJAgIqL40kJtYMhEpE8Rh0wAcOzYMdx+++3o7++fNzQQQqCgoADPPfcctm3bFtVGY201hkzhhNsNnGn3BU7tJ3xf+y+pf6HMbGDLzGyneqC8GlISP7CT+oRQ4BnrCs5zGjgG4Z2KfmHJBEtOjf/kul0wZ1dBMpiiX5dU53LLaD97AvbOw2g504SJqdGI10qypKBq03bUljbAtmk7UqyJMcdJCx8kiIgovrRQGxgyEelTVCETAPT19eE73/kOfv3rX6O3tzfw+MaNG3Hbbbfh85//PPLz86PeaKwxZJqfGOoD/HOdfLOdHLHpdtpUHux2qqgD1m5gtxOpTihuuIZOBk6ucw2fBIQ36nUlUwosedv885x2wZRewj+/CUhRvOi+dMo3OLzzCPpGIj8gwWAworywBrVlDagpaUBOxsrVOS18kCAiovjSQm1gyESkT1GHTLNNTExgfHwc6enpSEtLjL/hXSqGTEsj3C5ft1Nbs/8ku2ZgIBbdTjlhJ9lVQ7Ky24nUpbidcA0eD3Q6ecY6VVnXYM31dzn5Op2MKdoaJL1aXB4+D3vnYdi7jqD7YjtEFAPkN+SX+uY4lTWgMC++IWOi1AciIkocWqgNDJmI9EnVkEnLGDJFTgz2+W6va5vV7eSJ/oj5EAYjsGlL6El2awrZLUKq8k4P+rqc/POcvFPqBKjGtOJA4GTN3w6DJUOVdUk9Y84RnDzTCHvXEbT3noDbG3nHZk56fmCO0+bCahiNsb2VMpHrAxERrQwt1AaGTET6pErI5PF4cOzYMZw7dw6Tk5O466671NhbXDFkUo9wu4CuNl/gNBM8DV5W/0KZOYFh4lJFHbC5it1OpBohBLzOc5D7GyH3NUHub4Jwj6uwsgRzVmWg08mSWwfJmKTCuqQW2T2N9t7jsHceQUt3E5xTYxGvlWxNRdWmHb45Thu3I9mqfq3RUn0gIqL40EJtYMhEpE9RhUxCCDz22GP4P//n/2BkZCTw+Ph48IPYZz/7Wfz+97/Hiy++iNLS0qg2G0sMmWJLDFz2317nHyje2aZ+t5PRNGu2U72v66lgPbudSBVCeOEe6fB3OjVCHjgOKCrMJzNYYMmtDcxzMmdVQJK099+4XimKF2cutsHedQT2ziPoH70Y8VpGgwnlRbWoLdmFmtIGZKfnqbJHrdcHIiJSnxZqA0MmIn2KOGQSQuCuu+7Ciy++CAAoLi7G0NBQYC7TjF/96le4++678cgjj+Bv/uZv1Nl1DDBkii/hdgGdjuBA8fZmYLBP/Qtl5QZurwt2O7FrhKInvDJcQy2BeU7uYQcAJep1JXM6rHnbYS3YBWv+ThjTihmUJgghBC4NnfMNDu86gp5Lp6Jar6igzDfHqXQ31udtjPjfs97qAxERRU8LtYEhE5E+RRwyPf3007j33ntRVlaGJ598Elu3bsWNN96IP/7xjyEhk9PpxLp167Bnzx785je/UW3jamPItPJE/6VA4CTam4EuB+DxqHsRowko2TLrJLt6oGAdP8RT1BTXOOSBd/zznBrhmehRZV1DckFwnlPBThiT1Ol+oeiNOofQ0uWb43TqbDM83si7M3Mz1qCmdBdqS3ejrLAKRsPSv8+vhvpARETLo4XawJCJSJ8iDpne97734a233sJrr72Gbdu2AcC8IRMA1NXVwel0orNTnZObYoEhU+IRLhnocgQHirc3A0P96l8oOy+026nMxm4nipp3qg+yP3CS+5ugTA+osq4pvSTQ5WTJ2waDWVsneeqV7JqCo+cY7F1HcLL7KCanI5/flWJNQ1XJDtSW7oZt4zYkWa48a2411gciIroyLdQGhkxE+hRxyFRYWIj09HS0tbUFHlsoZLrhhhtw/PhxDA8PR7fbGGLIlPiEEMDApdCB4mfaYtPtVFoxq9upDshntxNFTggBz3gP5P5GX6dT/1EIjzP6hSUjzNk2X6dTwS5YsmsgGS3Rr0tR8SpedF1ohb2rEfauwxgcjfzgA6PRhIoNdagt242akl3ITMuZez3WByIiCqOF2sCQiUifIg6ZcnNzUVFRgbfeeivw2EIh01VXXYUzZ87g0iV1jgOPBYZM2iRccnC2U9sJX7fTsDodIyFmup0q64PdThar+tehVUEoHrhH2v0n1zXCNWQHlOgH4UvGJFhy6wOdTqbMckiSQYUdU6SEELg42OsbHN51BL2XO6Jab+OactSUNqC2tAHrcn3zulgfiIgonBZqA0MmIn2KOGSqqqrCyMgILly4EHhsvpBpenoaGzZswKZNm9DU1BT9jmOEIZM+CCGA/oths53aAa/K3U4mE1BS6QucKv3dTnlr2e1EEVE803ANngh0OrlHTgGI+ODPAIMlC5b8HYFOJ1NqYfSbpaiMTAwG5zida4Y3iu9NeZlrUVPagOpNO7E2qxgpKakwGU38PkRERJr47MCQiUifIg6ZPvWpT+FnP/sZnnjiCXzkIx8BMH/I9K//+q/4u7/7O9x77714/PHH1dl1DDBk0i8hT889yS4W3U45+cHZTpV1QCm7nSgyijwKeeCof55TI7zO86qsa0xZ5x8gvguW/B0wWrNVWZciMyVPoq33GOydR3CyuwlTsgq3UAKQJAMkSYJBMsAw658lyQDJMPex2a8LPj//6yTD7MckGCRj8J8NBkiYWcMY9jqD//mZPUizrmEIXWOe68+81+C//kLvDfw6pfBrSDAYjJAQvIbveWPoNcJ/vSG/NsOsa0ih15r3vQz7iGjlaOGzA0MmIn2KOGQ6fvw4rr32WmRlZeEHP/gBbr755jkh05NPPokHHngAiqLgyJEjKC8vV3XzamLItHoIIYC+ixDtJ4LdTmdOxabbqdQWMttJyl+r7jVoVfA4LwbnOfU1QXGpM9/OlFkeOLnOklcPgymxvw/qmdfrQeeFVt9tdZ2HMTQeg0MOKK4kSMHgLhCuzR/cGfzh3JzgLiT8mye4mx0e4gohoSEsNJsd0vnDwSsHfBIkg3FucBcSsgWDvUB4GbZ2+B5m3jtvcBcWPIaEoeH7nyccNPh/32b+PRCtNlr47MCQiUifIg6ZAOC73/0uvvrVr0KSJKxZswbT09MYHR3Fnj170NraiqGhIQgh8Nhjj+G+++5Tc9+qY8i0ugl5GjjdGtrtNDKo/oVyC4Attex2oogJocAz1uWf59QE18AxCO9U9AtLJlhyamAt8IVO5uwqSAZT9OvSsgkhcGGgG81dR2DvOoxzfV0rvSUiTZsbjM2EbwsHd4t2980KDxd6bzC4k0JCwtDuP3b3UWxo4bMDQyYifYoqZAKAX/7yl/jqV7+Ks2fPznlu3bp1eOSRR3DHHXdEc4m4YMhEs8Wv28kMlFay24kiJhQ3XEOtgU4n11ALILxRryuZUmDJ2xac55Reyg8IK2R4vD9wUt3pcyfhVVT+PkREFAfs7otvd59QBLwegbTUtIT97MCQiUifog6ZAF8A0tjYCLvdjpGREaSmpqK6uhpXX301zGazGvuMOYZMtBghTwGnHfHpdpoJnGZOsjPzWHpaGsXthGvwOOS+Jsj9jfCMdaqyrsGaEwicLPk7YUphGLoSpmQnWrvfgb3rCFq7j2LaxR/QiYhofrfv+Stcu/WmhP3swJCJSJ+WFDLde++92Lx5Mx588MHAY2fPnoXVakVBQUFMNxgvDJlouXzdThcg2pqB9hPBbicl+i6SECYzUFbpD53qfQFU3hp1r0G65Z0egtzfBJf/9jrv1CVV1jWmFsFasMs/02k7DJZMVdalpfN43eg834rO861wTk3AaDRAQEAIBYoQEIoCAQWKokARCoQQs756IYT/tcrs53yvnXmdUBQoUHxfxdzXiSu8N7iGd57r+15PRESx8xfXfgp76vcm7GcHhkxE+rSkkCktLQ1XX301Xn755ZDHrrnmGhw8eDCmG4wXhkykBl+3k3+2U5u/22l0SP0L5a7xdTlV+rudSivZ7USLEkLA6zwXmOck9x+FcI+psLIEc1alv9NpJyy5dZCMSSqsS0uh1foghPCFYoo/FAsEVLOCKkUJeXwmoAq8LizkEmEhV+j7w66hKBAQs0K4mdeK4LUWCsgUb+C94XuavUb49ecEdGHXD73GPL+e8JDwCuGf4v+9nT/8Cw0JBaJuaieiBPTB6z6Na+rem7C1gSETkT4taaqr0WiEy+Wa87gQ/KGEaDbJmgxU74BUvQOA/7+Ry+cDt9eJtmagW4Vup8HLEG/9Fnjrt76PBmZLYLaTVFkHVNRDytVHlyGpR5IkmNKKYEorQmrJ7RBCgXu0A3Jfo6/TaeA4oMz9Xr84AfeIA+4RByY6ngIMFlhya2HN93U6mbMrIUmJ+QMurRxJkiBBAowG8E/HypodwIUEfIEutsVCQAHhD74C4R4WDglnArjw4GuhgHHBkDA8NAvb+3xdfEJ4w947E+DN6u4LCfDmhn8z3X3L7wAMhpTBEDA0pCRSk0EyrPQWiGgVWlLIVFBQgI6ODoyPjyM9PT3WeyLSDUmSgLUbIK3dAFz/ZwAAMT0FnD4ZOttpNMoj6d2uwIBy8Wv/Y3lrgwPFK+uAkkpIGpmRRvEhSQZYsipgyaoAttwN4ZXhGmqB3N8Eua8R7mEHgAg+9CguuPqPwtV/FOMAJHM6rHnb/LfX7YIxrZhDxIkSiOQ/VYxx38oLD9nm7c5DMGRbKPybt7NuKQHdFTrwZrr7QjvwwkLCedde+DXhr1uoAzDw/lldeot1CC7UxbfQe2eHhHrp7mOtJaKVsKTb5T71qU/hwIEDWL9+Pa666iokJyfj6aefRkFBAd773vcu7UKShH//93+PesOxwtvlaKUIIYBL54LdTu3NQHeH+rOdzBbfEPGZgeKVdZBy2O1EC1Nc45AHjvm6nPqb4BnvVmVdQ1J+IHCyFuyEMSlPlXVXK9YHIiJ1hQZ4YfPsZnX3zTwW2gE4E3J5MaeLLayLb6FbeEPDw5lrzd8BOKeLz/+Y1+tFZdE2bFq/JWFrA2+XI9KnJYVMFy9exN69e9HZGfkpRZIkYXx8POL3xxpDJkokYnoK6DgJMTNQvL0ZGBtR/0L5M91O9b6vJRXsdqIFeaf6/F1OvpPrlOkBVdY1pZcEhohb8rbBYE5TZd3VgvWBiIjCaaE2MGQi0qclhUwA4Ha78bvf/Q4OhwPT09N45JFHUFRUhI9+9KNLvtiXv/zliDcaawyZKJH5up3OBoaJi/ZmoKcDUFSe32CxhnY7VdRByslX9xqkC0IIeMZ7Al1O8sA7EO6J6BeWjDBn2WAt2Alr/i5YcmogGTnU/kpYH4iIKJwWagNDJiJ9WnLIFG6+E+e0jCETaY2YmvTNdmqbNdtpfET9C+Wv8w8Tr4NUUQ+UbIFkYrcThRKKB+6R9sDJda6hZkBxR72uZLTCkrvVf3LdLpgyyyFxkGkI1gciIgqnhdrAkIlIn5YUMj3zzDMoKCjAjTfeGHjs0UcfXXYnUyJjyERaJ4QALvaGnmTXezpG3U5Vs06yq4OUzZk6FErxTMM11AxXXyPk/ka4R04BKgxSNVgyYcnf4Z/ntAum1MLoN6txrA9ERBROC7WBIRORPi0pZEpLS8M111yDgwcPBh6rqqrCzp078dOf/jSmG4wXhkykR2LK6Z/tNLvbaVT9CxWsDz3JbhO7nSiUIo9CHjgKuc93e53XeU6VdY0p6wIDxC35O2C05qiyrpawPhARUTgt1AaGTET6tKSQKT09Hbt378ahQ4cCj/F2ufjSQqGgxCeEAC70QrSfCM526u2MQbdTErDZBmlmoHhlHaSsXHWvQZrmmbwIl3+AuNzfBEUeVmVdU2a579a6/F2w5NXDYErs7+1qYH0gIqJwWqgNDJmI9GlJIVNRURGSkpJw6tQpSJIEgCFTvGmhUJA2iSkncKol2O10yh6bbqc1hcFup4o6YFM5u50IgH+I+FhncJ7TwDEI71T0C0tGWHJq/V1OO2HJroZkMEW/boJhfSAionBaqA0MmYj0aUkh06233opXXnkFN998M/70T/8UycnJ+PSnP43y8nI8+OCDS77YXXfdFdVmY4khE5GPr9upJ/Qku97TgIh+nk4ISxJQXjXrJLt6SFmr71YnmksobriGWuHq93U6uYZaAOGNel3JlOIbIl7gn+eUXhr4ixMtY30gIqJwWqgNDJmI9GlJIdPhw4dx8803Y3p6OvADuRBi2T+cj4+PR7bLOGDIRLQwMTkBdLQET7I7ZQcmxtS/0JoNs06y83c7GfXXeULLo7idcA2eCMxz8oydVmVdgzUncGqdJX8nTClrVVk33lgfiIgonBZqA0MmIn1aUsgEAKdOncJPfvITtLW1YWpqCq+//joyMzNRV1e35Iu99NJLEW801hgyES2dUBRft1N7MzATPJ3tVL/byZoEbK6GVFkXvNUuk91Oq51XHoKrf2aIeCO8k5dUWdeYWgRrgW+ekzV/OwyWTFXWjTXWByIiCqeF2sCQiUiflhwyheNMpvjSQqGg1U04x/0n2Z3wn2RnB5wx6F5cWxR6kt3Gzex2WsWEEPA6z/vnOTVC7j8K4Vajy06COavCN0C8YCesuXWQjEkqrKs+1gciIgqnhdrAkIlInyIOmfbu3Yuamho8/vjjau9pRTBkIlKXUBTgfLc/cJrpdupSv9spKdnX7RSY7VTLbqdVTAgF7tEOyH2NcPU3wTV4HMIrR7+wwQJLbm3g5DpzdiUkKTG+F7M+EBFROC3UBoZMRPoUccikNwyZiGJPOMdDT7JrbwYmJ9S/0LpZ3U4V9cDGMnY7rVLC64JrqCXQ6eQedgBQol5XMqfDmrctOM8pbeOKDRFnfSAionBaqA0MmYj0KS4hU3NzM8bGxrBnz55YXypiDJmI4s/X7XQm9CS7s13qXygpGSivCe12yshW/zqU8BTXOOSBY4GT6zzj3aqsa0jKDwwRt+bvhDE5X5V1l4L1gYiIwmmhNjBkItKnJYdM6enpuPrqq3Hw4ME5z915552w2Wx4+OGH533vjTfeiMOHD2NsLAanUamEIRNRYhAT40CHPfQku1h0O60v9gVOW2rZ7bSKeaf6IM8aIq5MD6iyril9k2+AeMEuWPK2wWBOU2Xd+bA+EBFROC3UBoZMRPq05E9UQgiIBWapvPjiixgcHFz0/RSdaY+AWRFI0DpBpAopLR3YdjWkbVcD8Hc7nTsD0X4CaLer1+10oRfiQi/w6v+DANjttEoZkwuQUnwTUopvghACnokeuPoaIfc3QR54B8IdWcDpGe+GZ7wbzq5nAckIc5YtcHKdJacGktGi8q+EiIiIiGjl8a/tNeTHbeP4h8azqM61ojY3CbV5VtTlWVGbl4SCFP6rJH2SDAaguAxScRlw4+0AYtTtND0F2Bsh7I0IROIz3U4zwVPxZkhMeXVLkiSY0zfBnL4JqWUfglA8cI+0++c5NcE11Awo7uUvLLxwD7fAPdyCifafQDJaYcndCmv+TlgKdsGcWQ5JMqj/CyIiIiIiijMmExrSOuTGlEeg6fI0mi5PhzxXkGJEXV4SanOtvq95VlTlWpFs4gcX0p8rdjvNBE/nzkR/oTndTim+bqfKuuCtdhlZ0V+HEpJkMMGSUw1LTjXSKz4BxTMN11BzoNPJPdIOYPldusIrQ+47DLnvMHASMFgyYcnfETi5zphauGJDxImIiIiIosGQSUNODrsWfK5v0otDvU4c6nUGHjNIQHmWBbV5vs6nma6nkkwzDPwAQzoyf7fTGHDKd3udaGsGOlpU6HaaBOxHIOxHZnU7bfQFTjPBU1EZu510ymBKQlJBA5IKGgAAijwKeeCdwMl1Xue5iNZVXKOYPv8Kps+/AgAwpqwLDBG35O+A0Zqj2q+BiIiIiCiWGDJphCIEWoeWd5uGIoD2YRfah134Zcd44PFUs4SawO12vu6n2jwrcpP5x4H0Q0rLALZfA2n7NQAA4fX6u51mnWSnSrdTD8SFHuDVF33BU3IqUF49a7ZTHaT0zOivQwnHYM1EcuENSC68AQDgmbwIV1+Tb55TfyMUeTiidb2TFzHZ8yIme14EAJgyNgdOrbPkbYXBlNgHVRARERHR6sVUQSPOjLnh9KgzPN3pFjh8aQqHL02FPL4+1RQMnvzdT7YcC6y85Y50QDIagY2bIW3cDLzX3+00PhrsdmpvBk61AFPORVZaxJQTaD4C0Tyr26lwU+hsp6JSdjvpkCllHUyb/hwpm/7cN0R8rNMXOPU1wjV4HMIT2Sk6nrHT8IydhvP0AUAywpJT65/ntBOW7GoA7EwlIiIiosTAkEkjUkwGfGVHJhwjXrQMudAx7IpgEsiVXXB6cMHpwcGe4IdsowRUZFtDhozX5VlRnG7mzBDSPCk9E9ixB9KOPQD83U5nu0K7nc53R3+h890Q57uBV34d7HbaUhPa7ZSWEf11KGFIkgRz5maYMzcjbfNHIBQPXMMnA51OriE7ILzLX1h44Ro8DtfgcaDtR5BMKTDnboWUshEecxIMJgsgmSAZjJAkE2AwAZIRksHkf3zWV4PJ/xrfa0Mfm+erwQhI/vX4/Z+IiIiI5iE5nc4lZRVpaWkoKirCxz72sTnPPfLIIws+BwBPPvkkzp8/j/Hx8XmfTwQpKYl9+4HX68X09DSSkpJgNBox6VbQOiTDPiCjeWA68LV/KoIPLRHIsBhQM2vI+EznU1YSuzNIX8TYyNxup+nIOlKuaEPJ3G4nA7sI9UrxTMI1cDzQ6eQZO73SW1qeBUMp46xQap5gaybwmjfMMoauM+/7Z1/XGBaCLfR64wKhmf95BmZEpEPhnx0S0eRkDH6eIqIVt6yQaaEfxITwLXGl5yVJYsgUhaUWistOD+yD02gekGH3h08nB2VMe9Xue5pfUbopZMh4XZ4VFdlWmI38IZ70wdft1OkLnGZOsrvQo/6FUtLmnmTHbifd8spDcPUfhdzXCLm/Ed7JSyu9pdVDMs7t9povPJsvLFtOiDYr9Fr4uUWCsXnWmhO8ERGBIRMRrZwlh0x79+6N+m/7XnrppajeH0t6CZnmfa8icHrE5QueBoNdT12jyxskHimzAajMCR0yXpeXhMI0/g0y6UNIt9PMSXax7HaqrINUUe/7/+x20h0hBLzO84EB4nJfE4R7bKW3RZogXbk7LNIusyXddjnresvtQluoK40/IxBFjCETEa2UJYdMeqfnkGkhEy4FJ2e6ngZ9nU/NAzKGpuNzy12W1RDodprpfqrJsyLdkpiFkGiphNcL9J4One10oVf9C6Wk+TqcKuogVdYB5bWQ0tLVvw6tKCEUeEY7/F1OTb4h4l55pbdFFHsRdZn5vi4vIFssgJvdNcYuM9IGhkxEtFIYMvmtxpBpPkIIXHR6grfbDcpo7p+GY9gFV5xuuduUYQ7cbleba0VdfhLKsywwGfg3mqRdYmwYaJ8126mjBZieWvyNyyFJobOdKuuAQnY76Y3wuuAaagl0OblHHJENESeiOArvMlvK7LHFbq28UgC3QLeYKrPOOPxfCxgyEdFKYcjkx5DpytxegY4RV8iQcfuAjJ7x+NxyZzVKqMqxBoaMzwwcX5vCdnrSJuH1AD2dEO0ngt1OF8+qf6HU9GC3U0Wd71S7VHY76YnH48L05DisFhMMkgCEB0LxAIoHQsx89fq+Kp7g84Gv3nke94a93zPP+8PeN+f18607+/XeOetD9XNTiSgmrtgdtsiw/ZCATKUus0Wvd6UuNH3+RcxKf3ZYCoZMRPrEkMmPIVNkRmUvWgaDQ8ZnwqdRlxKX6+cmGYNdT/7wqTrXilSzPn9gIH0To0Nzu53kaXUvIkm+k+tmn2RXuIndThqWqPUhEnPDMO/cEGsm3Jo3BPNeIdSaFX7NG5qFhWf+1y81IAtfg91lRFphWPzWyjldY9F0mc283rhIV1nwOgufyhm61uwuMy3UBoZMRPrEkMmPIZN6hBA4O+4JGTJuH5DRNizDE4fsSQJQlmUJGTJem2dFWaYFRt5yRxri63Y67RsmPhM8XYpRt1PFTLdTva/bKSVN/etQTGipPqwmQoi5Qdmyu8xmv957hVBr/oBs7usX6C6bE+Cxy4xIs2YFXEkV9yKj7AMJWxsYMhHpE0MmP4ZMsefyCrQNhQ4Ztw9M49yEJy7XTzZJqM4NDhmv9XdAFaSY4nJ9IjWIkSHgVHPwJLvTJ2PU7VQ26yS7OmD9RnY7JSg91AdKfEvqMltqd1nY6xZd60q3dbLLjGhByVVfQMbmv0jY2sCQiUifGDL5MWRaOcPT3pAh474QSsaEOz633K1JMQaHjPu7nqpyrUg28QM1JT7h9QDdHcGT7Nqagcvn1L9QWkbYSXbsdkoUeq4PRLEghKLCbZdL7ULzzn19JF1mVwjPiBaSXP0QMspuTdjawJCJSJ8YMvkxZEosihDoGXOH3G5nH5xG+7ALShz+xBokoDzLErzdLtfX9VSSaYaBg8YpwYmRIaD9xKzZTq2AKwbdTsWbZ812qvXNduJ/H3G32uoDEQX5bsv0Bju7rthVttS5ZLODtki7zCKbgwbE5y8YV4vk2i8ho+TmhK0NDJmI9Ikhkx9DJm2Y9ihwDMkh4VPzgIxLk/H5m7xUs4Sa3KSw8MmK3GTeckeJS3jcod1O7XZ2O+kI6wMR6YUQSsS3Xc7bNbbkLrP5b6288vUWu87K35aZXPf3yNi0N2FrA0MmIn1iyOTHkEnbBqY8oV1PA9NoGZQx6YnPH+/1qaaQIeO1uUmw5Vhg5S13lKDEyCDQ5p/t1H4COO2IXbdT5Uy3Uz2wvpjdTipjfSAiSjwzXWYLBlDRdJkt2FUWXF/xumFc/2dIW7M1YWsDQyYifWLI5MeQSX8UIdA16g4JnpoHZJweccXljByjBFRkW0OGjNflWVGcbuaHbEo4vm6nU6En2fVdUP9C6VmzTrLzdzslJ/b330TH+kBEROG0UBsYMhHpE0MmP4ZMq8ekW0Hr0Ozb7Xxf+6fi09acYTGgZtaQ8ZnOp6wk/nulxCKGBwLDxEV7M9DZCrhkdS9iMIR2O22pY7fTMrE+EBFROC3UBoZMRPrEkMmPIRNddnp8gdNgsOupdVDGtDc+/4kUpZtChozX5VlRkW2F2cgP25QYhNvf7dR+Ijjbid1OK471gYiIwmmhNjBkItInhkx+DJloPh5F4PSIK3C6XXO/72vXqDsu1zcbgMqc4JDxOv9td4VpJnZ6UEIQQ/3AKXt8u50q6oB17HaawfpAREThtFAbGDIR6RNDJj+GTLQc4y4vTg7K/vBJRnO/rwNqaDo+t9xlWQ0hQ8br8qyoybMi3cI/G7Sy5nQ7tTUD/RfVv1BGFrClLniS3ebqVdvtxPpAREThtFAbGDIR6RNDJj+GTBQtIQQuOD0hQ8btA9NoHZLhVuKzh5IMc8iQ8dq8JJRnWWAysOODVo4Y6gPa7f6T7JqB062A26XuRQxGYONmX5fTTPC0tmhVdDuxPhARUTgt1AaGTET6xJDJjyETxYrbK3BqRA4ZMm4fkNEzHp9b7qxGCVU51sCQ8ZkOqLUpvOWOVoZwu4Ez7b7Aqf2E72v/JfUvlJkNbJmZ7VQPlFdDSkpW/zorjPWBiIjCaaE2MGQi0ieGTH4MmSjeRmUvWgZDu56aB2SMueLT9pSXbAwZMl6bl4TqXCtSzYa4XJ9oNjHUB/jnOvlmOzli0+20qTzY7VRRB6zdoPmwlfWBiIjCaaE2MGQi0ieGTH4MmSgRCCFwdtwTMmTcPiCjbViGJw7ZkwSgLMsSMmS8Ns+KskwLjLzljuJIuF2+bqe2Zv9Jds3AQCy6nXLCTrKrhmTVVrcT6wMREYXTQm1gyESkTwyZ/BgyUSJzeQXahkKHjDcPTOP8hCcu1082SajODQ4Zn5n7VJBiisv1iQBADPb5bq9rm9Xt5FH5tlODEdi0JfQkuzWFCd3txPpAREThtFAbGDIR6RNDJj+GTKRFQ9NetMy63c7uP/FuIk6TxtekGIO32+X6up6qcq1INvGWO4o94XYBXW2+wGkmeBq8rP6FMnMCw8Slijpgc1VCdTuxPhARUTgt1AaGTET6xJDJjyET6YUiBHrG3MHgyT9w/NSIC0oc/ms3SEB5liU4ZDzXirr8JGzKMMOQwN0gpA9i4LL/9jr/QPHONvW7nYymWbOd6n1dTwXrV6zbifWBiIjCaaE2MGQi0ieGTH4MmUjvpj0KHENyyJBx+4CMS5PxueUu1SyhJjc4ZNw3dNyK3GTeckexI9wuoNMRHCje3gwM9ql/oazcwO11wW6nJPWvMw/WByIiCqeF2sCQiUifGDL5MWSi1ap/0uO/zS7Y9XRyUMakJz7fGtanmkKGjNflJaEy2wIrb7mjGBH9lwKBk2hvBrocgEflsNVoAkq2zDrJrh4oWBeTbifWByIiCqeF2sCQiUifGDL5MWQiCvIqAl2jrsCMp2Z/AHV6xIV4fMMwSkBFtjVkyHhdnhXF6eaEHsBM2iRcMtDlCA4Ub28GhvrVv1B2Xmi3U5lNlW4n1gciIgqnhdrAkIlInxgy+TFkIlqc062gdVCGfXAazf3+rwMyBqa8cbl+hsXgC51yg11PNblWZCXxvwlSjxACGLgUOlD8TFtsup1KK2Z1O9UB+cvvdmJ9ICKicFqoDQyZiPSJIZMfQyaiyAghcHnSGzjdrrnf9/XkoAzZG59vL0XppuCQcf9tdxXZVpiN7HoidQiXHJzt1HbC1+00PKD+hWa6nSrrg91OFusV38L6QERE4bRQGxgyEekTQyY/hkxE6vIoAqdHXCG329kHp9E1qvJJXwswGwBbTnDI+Mzcp8I0E2+5o6gJIYD+i2GzndoBr8rdTiYTUFLpC5wq/d1OeWtD/gyzPhARUTgt1AaGTET6xJDJjyETUXyMu7w4ORg85W4mhBqWlbhcP9tqCBkyXptrRU2eFekW/ndF0RHy9NyT7GLR7ZSTH5ztVFkHZeMWTCuC9YGIiAK08NmBIRORPjFk8mPIRLRyhBC44PSEdj0NTKN1SIY7PtkTSjLMIUPGa/OSUJ5lgcnArieKjBAC6LsI0X4i2O105lRMup1cf/ttWHZcw/pAREQAtPHZgSETkT4xZPJjyESUeNxegVMjcmDIuC+EktE7Hp9b7qxGCVU51mDXk/+0u7UpvOWOIiPkaeB0a2i308hg1OtOf/9XSFq3gfWBiIgAaOOzA0MmIn1iyOTHkIlIO0ZlL1pmDRmf6X4ac8Wn7Skv2Yja3NCup+pcK1LNhrhcn/RDlW6n/HWY/udnWR+IiChAC58dGDIR6RNDJj+GTETaJoTA2XFPyJDx5gEZ7cMyPHHIniQAZVmWkCHjtXlWlGVaYOQtd7QMQp4CTjuW3u10zXsx/ZmHWR+IiChAC58dGDIR6RNDJj+GTET6JHsUtA+7AuFT84Cv++n8hMpzcRaQbJJQnRscMj5z611+iiku1yft83U7XYBoawbaTwS7nRSv7wV/+SCm33Mb6wMREQVo4bMDQyYifWLI5MeQiWh1GZr2hpxuZx+Q0TIoYyJOk8bXpBiDt9vlJqEu3wpbjhXJJt5yR4vzdTv5ZzvtvA7TuWtZH4iIKEALnx0YMhHpE0MmP4ZMRKQIge4xd+B0u2b/11MjLihx+E5pkIDyLEtwyHiuFXX5SdiUYYaBg8ZpAawPREQUTgu1gSETkT4xZPJjyEREC5nyKHAMySFdT/YBGZcm43PLXapZQk1ucMj4zNecJH4vINYHIiKaSwu1gSETkT4xZPJjyEREy9U/6YF9MLTrqWVQxpQnPt9W16eaQoaM1+UloTLbAitvuVtVWB+IiCicFmoDQyYifWLI5MeQiYjU4FUEukZdsA/KaO6f9odQMk6PuBCPb7YmA1CRbQ0ZMl6bZ0VxuhkSb7nTJdYHIiIKp4XawJCJSJ8YMvkxZCKiWHK6FbQOzrrdbtDX/TQw5Y3L9TMsBv+cp6SQ8CnTyu8nWsf6QERE4bRQGxgyEekTQyY/hkxEFG9CCFye9Ibcbtc8IKN1SIbsjc+35uJ0c3DIuD94qsi2wmxk15NWsD4QEVE4LdQGhkxE+sSQyY8hExElCo8icHrEFTJkvHlgGmfG3HG5vtkA2HJmDRnP9f1zYZqJt9wlINYHIiIKp4XawJCJSJ8YMvkxZCKiRDfu8qJlQJ4zbHxYVuJy/WyrIWTIeG2uFTV5VqRb+D1pJbE+EBFROC3UBoZMRPrEkMmPIRMRaZEQAhecnpAh480D03AMyXDHJ3tCSYY5ZM5TbV4SyrMsMBnY9RQPrA9ERBROC7WBIRORPjFk8mPIRER64vYKtA/LIUPG7QMyesfjc8ud1SihKif0hLu6vCSsSTHyljuVsT4QEVE4LdQGhkxE+sSQyY8hExGtBiPTXrTMvt1u0Df3acwVn7anvGRjyJDx2rwkVOdakWo2xOX6esT6QERE4bRQGxgyEekTQyY/hkxEtFoJIdA77g4ZMm4flNE2JCMeh9xJAMqyLCFDxuvyrCjNtMDIW+4WxfpAREThtFAbGDIR6RNDJj+GTEREoWSPgrZhV8iQcfugjPMTnrhcP9kkoTo3OGR85pa7/BRTXK6vFawPREQUTgu1gSETkT4xZPJjyEREtDRD015f4DTT9eS/7c7pjk85WZNiDN5ul5uEunwrqnKsSDKtzlvuWB+IiCicFmoDQyYifWLI5MeQiYgocooQ6B5zhwZPA9M4NeKCEocqY5CA8ixLyJDx2jwrNmWYYdD5oHHWByIiCqeF2sCQiUifGDL5MWQiIlLflEeBY0hGc39wyHjzwDQuT3rjcv00swE1/lvtZmY91eYlISdJP99HWR+IiCicFmoDQyYifWLI5MeQiYgofvonPbAPymju9815ah6YxslBGVOe+JSkwjRTyJDx2rwkVGZbYNXgLXesD0REFE4LtYEhE5E+MWTyY8hERLSyvIpA16grZMh484CMzhEX4lGoTAagItsaMmS8Ns+K4nQzpAS+5Y71gYiIwmmhNjBkItInhkx+DJmIiBKT063g5KAcOmx8UMbAVHxuucuwGIJDxv1dT7V5VmRaE+N7MesDERGF00JtYMhEpE8MmfwYMhERaYcQApcnvYEh4zNfW4dkyN74lLXidLO/48kXQNXmWVGRbYXZGN+uJ9YHIiIKp4XawJCJSJ8YMvkxZCIi0j6PItAx4grtehqQcWbMHZfrmw2ALWfWrCf/3KfCNFPMbrljfSAionBaqA0MmYj0iSGTH0MmIiL9Gnd50TIgB4aM2/1zn4ZlJS7Xz7YaQoaM1+ZaUZNnRbol+u/nrA9ERBROC7WBIRORPjFk8mPIRES0ugghcH7CEzJk3D4wDceQDHd8sieUZJhDhozX5iWhPMsCk2HpXU+sD0REFE4LtYEhE5E+MWTyY8hEREQA4PYKtA/LIUPG7QMyesfjc8ud1SihKscaMmS8Li8Ja1KM895yx/pAREThtFAbGDIR6RNDJj+GTEREdCUj0160zL7dbtD3dcwVn7anvGQjanODXU91eUmozrXCahCsD0REFEILnx0YMhHpE0MmP4ZMRES0XEII9I67Q4aMNw/IaB+WEY9D7iQAZZlm/Py9+ahfm876QEREALTx2YEhE5E+mVZ6A0RERFolSRI2ZliwMcOCW0rTA4/LHgVtw66QIePNAzIuOD2qXl8AOD3qxtqUxPwAQURERESrC0MmIiIilVlNBtTnJ6E+Pynk8cEpj/+Wu2Dw1DI4Dac78ranjekmZFoM0W6ZiIiIiChqDJmIiIjiJDfZhOs3mHD9htTAY4oQ6B5zo7l/5pQ7X/dTx4gLyhKyp5pcawx3TERERES0dAyZiIiIVpBBklCaaUFppgW3bQ4+PuVR0Oo/2c4+OB3ofro86Q15P0MmIiIiIkoUDJmIiIgSULLJgB1rkrFjTXLI432THthnDRm/fkNiH1xBRERERKsHQyYiIiINKUgx4T3FaXhPcRqA4AlCREREREQrjZNCiYiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoagyZiIiIiIiIiIgoapLT6RQrvYlEkJKSstJbICIiIiIiWlUmJydXegtEpCJ2MhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdRMK72BRMF7gYmIiIiIiIiIIsdOJiIiIiIiIiIiihpDJiIiIiIiIiIiihpDJiIiIiIiIiIiihpDpgRx4MAB3H///dizZw+ys7ORmpqKp556aqW3RUREK+jChQv4/ve/jz//8z9HRUUFsrKyUFJSgn379qGxsXGlt0dERHHGukBEiU5yOp1ipTdBgM1mQ29vL/Ly8pCSkoLe3l784Ac/wEc/+tGV3hoREa2Qr371q/jOd76D0tJSXHvttcjLy0NnZydefPFFCCHwf//v/8UHP/jBld4mERHFCesCESU6hkwJ4pVXXsHmzZtRXFyMxx9/HP/wD//AkImIaJX7r//6L+Tk5ODaa68NefzNN9/EzTffjLS0NHR2dsJqta7QDomIKJ5YF4go0fF2uQTx7ne/G8XFxUt67enTp/HpT38aVVVVyM7OxoYNG7B792489NBDEIKZIRGRXtx6661zPkgAwDXXXIPrrrsOw8PDOHnyZOBx1gciIn1bbl2w2Wyw2WwYGRnB/fffj5KSEuTk5OCqq67CL37xi3hunYhWCdNKb4CW5+LFi7j++uvhdDqxd+9e/MVf/AUmJydx+vRpPPHEE/jHf/xHmEz810pEpHdmsxkAYDQaAbA+EBGtduF1YYbL5cItt9wCp9OJO++8E5OTk3j++efxyU9+EoODg7jvvvtWYrtEpFP8aVNjfvWrX2FkZATf+ta38NnPfjbkuaGhIX6AICJaBc6ePYtXX30Va9euRU1NDQDWByKi1Wy+ujDj0qVL2Lx5M1555RVYLBYAwEMPPYSrr74aX/nKV3Drrbdi/fr1K7FtItIh3i6nUcnJyXMey8nJWYGdEBFRPLndbvzVX/0VZFnGN77xjTl/Y836QES0uixWFwDga1/7WiBgAoDCwkJ85jOfgSzLePbZZ+O5XSLSOYZMGvNnf/ZnSE1NxRe+8AV87GMfw09/+lOcOXNmpbdFRERxoCgK7rnnHrzxxhv45Cc/iX379gWeY30gIlp9rlQXZphMJuzevXvO41dffTUA4MSJEzHfJxGtHgyZNGbjxo149dVXccstt+DgwYO47777UFNTg+3bt+P5559f6e0REVGMKIqCe++9F7/4xS/wkY98BN/73vdCnmd9ICJaXRarCzNyc3NhMMz92FdQUAAAGBsbi+k+iWh1YcikQdXV1XjmmWdw7tw5vPrqq/jSl76Ey5cv42Mf+xjefvvtld4eERGpTFEUfPrTn8YzzzyDD33oQ/jhD3847wcG1gciotVhqXUBAAYHB6EoypzH+/r6AAAZGRkx3SsRrS4MmTTMbDajoaEBf//3f4/HHnsMQgi89NJLK70tIiJS0cwHif379+ODH/wg/vM//3PeeRuzsT4QEenXcuuCx+PB4cOH5zz+1ltvAQDq6+tjtlciWn0YMmnMsWPH5m1pnfmbiKSkpHhviYiIYmTmVoj9+/fj9ttvv+IHCdYHIiL9W05dmO1rX/saXC5X4P+fP38e//Zv/war1YoPfehDsdwyEa0yPM84QfzkJz8J/G3CyZMnAQBPPvkkXn/9dQC+wXyf+MQnsH//fvz4xz/GNddcg9LSUqSnp6OtrQ0HDx5ETk4OPvrRj67Yr4GIiNT1j//4j3jmmWeQlpaGzZs345vf/Oac19xyyy2or69nfSAiWgWWUxdmrF27Fk6nE7t378ZNN92EyclJPP/88xgcHMTjjz+O9evXx/OXQEQ6x5ApQbz11lt45plnQh57++23Q2ZofOITn8Add9wBWZbx9ttv4+jRo5BlGYWFhfjUpz6Fz3/+8ygqKor31omIKEZ6enoAABMTE/jWt74172uKi4tRX1/P+kBEtAospy7MsFgsePHFF/Hwww/jwIEDGB0dxZYtW/D444/jjjvuiMu+iWj1kJxOp1jpTRAREREREZG6bDYbAMDhcKzwTohoteBMJiIiIiIiIiIiihpDJiIiIiIiIiIiihpDJiIiIiIiIiIiihpnMhERERERERERUdTYyURERERERERERFFjyERERERERERERFFjyERERERERERERFFjyERERERERERERFFjyERERERERERERFFjyERERLSC9u7di9TUVDz11FNxfW80Vuq6RERERJTYTCu9ASIiokR29OhRPPXUU3jttddw8eJFuFwu5OfnY9euXbj99ttx2223QZKkld5miJ6eHjz99NPIzMzE5z73uZXeDhERERGtEuxkIiIimofL5cJ9992H6667Dk888QS6u7tRWFiIyspKTExM4Pnnn8fdd9+Nd73rXbhw4cKK7HHDhg3YsmULMjMzQx7v6enBo48+in/9139dkX0RERER0erETiYiIqIwiqLgQx/6EA4dOoSUlBQ8/PDD+OQnP4m0tDQAgNfrxcsvv4wHH3wQTU1NuOGGG/Daa69hzZo1cd3nj370o7hej4iIiIjoStjJREREFObb3/42Dh06BLPZjBdeeAH3339/IGACAKPRiJtuugmHDh3Cxo0bce7cOdxzzz0ruGMiIiIiopXHkImIiGiWiYkJ/Mu//AsA4G/+5m+wZ8+eBV+7bt26wGsPHTqEP/7xj4HnHnnkEaSmpuKee+6BLMt47LHH0NDQgIKCAqSmps673rlz53DvvfeivLwc2dnZqKqqwpe+9CWMjIzM+/r5BnDv3bsXN910EwCgt7cXqampIf977bXXAq9988038eUvfxnXXXcdSktLkZWVhU2bNuH222/Hb37zm6X9hoU5duwYPvnJT6KyshLZ2dkoKCiAzWbDrbfein/5l3+BECKidYmIiIgo8fF2OSIiollefvllDA8Pw2Aw4N5771309TfeeCMqKirQ3t6On//85/iTP/mTkOdlWcbevXtx5MgRlJaWoqKiAqdPn56zTk9PD6655hoMDw+jqqoKmZmZaGtrw/e+9z289NJL+J//+R+sXbt20f1UV1djcHAQra2tsFqt2L59e8jzGRkZgX++8847MTg4iJycHKxZswbr1q3DuXPncPDgQRw8eBBf/OIX8fWvf33Ra854+eWXcccdd8DtdiMtLQ2bN2+G2WzG+fPncejQIRw6dAif/exnYTLxxw8iIiIiPeJPeURERLO89dZbAIDKykqsW7duSe+5/vrr0d7ejrfffnvOcy+88ALWr1+P119/PRD4TE1NzXnd448/jvr6erz55pvYsGEDAKC1tRUf/vCH0dHRgc985jN4/vnnF93Lt7/9bbz22mu46aabsGbNGhw6dGjB137961/H9ddfj5KSkpDHX3nlFfzlX/4lvv3tb+OWW25BQ0PDotcFgIcffhhutxtf+MIX8JWvfAXJycmB586ePYtnn30WBgObqImIiIj0ij/pERERzXL+/HkAQFlZ2ZLfM/Pa+U6Z83q9+MlPfhLSUTQ7fJkhhMBTTz0VCJgAoKqqCj/84Q8BAAcPHsSxY8eWvKel+MQnPjEnYAKAd7/73fja174GAHjmmWeWvN6pU6cAAA899NCcX2NRUREeeOABhkxEREREOsZOJiIiolnGx8cBYMG5SfOZGQo+Ojo657nKyso5t9DN5/3vfz+Ki4vnPH7VVVdhx44dOHr0KA4ePIht27YteV9L4XA48MILL6ClpQXDw8Nwu90Agr+WEydOLHmt4uJidHR04Be/+AU+9alPqbpPIiIiIkp8DJmIiIhmSU9PBwA4nc4lv2diYgIAkJmZOec5m822pDWqqqoWfM5ms+Ho0aNoa2tb8p6W4qtf/Sq++93vXnEY99DQ0JLX+8IXvoDPfOYz+PznP4/vfe97ePe7342GhgZce+218wZoRERERKQv7FknIiKapbCwEADQ2dm55PfMvHb9+vVznktJSVnSGgUFBYs+NxNmqeHZZ5/Fd77zHUiShC9/+cv44x//iEuXLmF8fBxOpxP//d//DQCBzqal+PjHP44DBw7gT/7kT9Dd3Y0f/ehHuOeee2Cz2fCud70r5GQ7IiIiItIfhkxERESzXHXVVQCAtrY2XLx4cUnvmQlPZt4bib6+vkWfm7ktTw1PP/00AOD+++/HV77yFdTW1iI9PT0wM2k5HUyzvf/978fvfvc7nDt3Ds8//zy++MUvorS0FI2Njbj11lvR3Nys2q+BiIiIiBILQyYiIqJZ3ve+9yErKwuKouA//uM/Fn39oUOHArex3XHHHRFf1+FwLPpcZWXlktaSJGnR1/T09AAA9uzZM+/zR44cWdK1FpKZmYn3ve99+PrXv45jx46hoaEBLpcLTz75ZFTrEhEREVHiYshEREQ0S1paGj7/+c8DAP75n/8Zb7zxxoKvvXTpEv76r/8aAPCe97wnqk6mX//61zh79uycxw8fPoyjR48C8AVgSzFzi97k5OSCr5k5/e3SpUtznuvv71/WqXKLMZlM2LlzJ4D5T+AjIiIiIn1gyERERBTmgQcewA033AC3240PfOAD+P73vx8yD8nr9eKll17Ce97zHvT09GD9+vVL6npazMc//nGcP38+8P/b2tpwzz33AABuvPHGJZ8sV1JSAkmSMDAwALvdPu9rZjqYHnvsMXR0dAQe7+7uxgc/+MErBlTzGRsbw913343f/va3cLlcIc8dO3YMzz33HABg+/bty1qXiIiIiLSDp8sRERGFMRqNeO655/C5z30O+/fvx9/93d/h4YcfRllZGaxWK7q7uzE8PAzAF5ocOHAA69ati+qaDz74IJ544glUVVWhqqoKbrcbbW1tEEKgrKwM//7v/77ktXJycrB371689NJLuO6662Cz2ZCRkQEA+OY3v4n6+no88MADeO6559Db24udO3eivLwcBoMBDocDGRkZePTRR/HAAw8s+ZqKouCFF17ACy+8AIvFgrKyMqSmpqK/vz9wa96uXbvw2c9+dnm/MURERESkGexkIiIimofVasUTTzyBP/zhD/hf/+t/YePGjejt7UVraytSU1Nx22234amnnsJrr72GDRs2RH29jRs34s0338Sdd96J/v5+dHZ2oqioCJ/73Ofwhz/8Ydkh1hNPPIF7770XhYWFcDgceP311/H6669jdHQUALBu3Tr8/ve/x4c//GFkZWXh9OnTGB0dxV133YW33noLNpttWddLT0/Hj3/8Y3z84x/H5s2b0dfXh2PHjmFsbAzXXHMNvv3tb+Pll19e8ml7RERERKQ9ktPpFCu9CSIiIiIiIiIi0jZ2MhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdQYMhERERERERERUdT+P8dbP8/ZMZIoAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig3, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_clementi_zeff(\"Li\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"Be\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"B\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"C\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"N\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"O\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"F\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"Ne\", ax=ax)\n",
    "\n",
    "fig3.subplots_adjust(top=0.90)\n",
    "fig3.suptitle(\n",
    "    \"Effective nuclear charge per orbital - Clementi - 2nd row elements\", fontsize=20\n",
    ")\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen above, several calls of the same function can be made and the lines will be in the same plot. That's because the functions were made with `ax` inputs so that each line will be in an axis and a plot can have multiple axes."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Exercise solution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Question**\n",
    "\n",
    "The first ionization energy decreases from nitrogen to arsenic (elements from group 15). Is it possible to explain this fact with the concept of effective nuclear charge? And the concept of shielding?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Solution**\n",
    "\n",
    "First, let's get the ionization energies values from the Mendeleev database. The database is actually a Pandas DataFrame with columns for the atomic number, the charge (shown as `degree`) and the value in eV (column `energy`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:13.493823Z",
     "start_time": "2019-07-17T01:09:13.457837Z"
    }
   },
   "outputs": [],
   "source": [
    "ptable = fetch_table(\"ionizationenergies\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:13.810247Z",
     "start_time": "2019-07-17T01:09:13.495138Z"
    }
   },
   "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>id</th>\n",
       "      <th>atomic_number</th>\n",
       "      <th>degree</th>\n",
       "      <th>energy</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>13.598434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>1</td>\n",
       "      <td>24.587388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>54.417763</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>3</td>\n",
       "      <td>1</td>\n",
       "      <td>5.391715</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>3</td>\n",
       "      <td>2</td>\n",
       "      <td>75.640094</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   id  atomic_number  degree     energy\n",
       "0   1              1       1  13.598434\n",
       "1   2              2       1  24.587388\n",
       "2   3              2       2  54.417763\n",
       "3   4              3       1   5.391715\n",
       "4   5              3       2  75.640094"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ptable.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Since it is a Pandas dataframe, we can use some manipulation to get the values for nitrogen, phosphorous and arsenic."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:14.097717Z",
     "start_time": "2019-07-17T01:09:13.816046Z"
    }
   },
   "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>id</th>\n",
       "      <th>atomic_number</th>\n",
       "      <th>degree</th>\n",
       "      <th>energy</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>7</td>\n",
       "      <td>1</td>\n",
       "      <td>14.534130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>106</td>\n",
       "      <td>15</td>\n",
       "      <td>1</td>\n",
       "      <td>10.486686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>528</th>\n",
       "      <td>529</td>\n",
       "      <td>33</td>\n",
       "      <td>1</td>\n",
       "      <td>9.789000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      id  atomic_number  degree     energy\n",
       "21    22              7       1  14.534130\n",
       "105  106             15       1  10.486686\n",
       "528  529             33       1   9.789000"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "z_demo = [7, 15, 33]\n",
    "ptable.loc[(ptable[\"atomic_number\"].isin(z_demo)) & (ptable[\"degree\"] == 1)]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's get the effective nuclear charge (both methods) for each element from the previous calculation made for the first plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:14.370776Z",
     "start_time": "2019-07-17T01:09:14.102563Z"
    }
   },
   "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>Element</th>\n",
       "      <th>Zef_Slater</th>\n",
       "      <th>Zef_Clementi</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>N</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.8340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>P</td>\n",
       "      <td>4.8</td>\n",
       "      <td>4.8864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>As</td>\n",
       "      <td>6.3</td>\n",
       "      <td>7.4492</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Element  Zef_Slater  Zef_Clementi\n",
       "0       N         3.9        3.8340\n",
       "1       P         4.8        4.8864\n",
       "2      As         6.3        7.4492"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = [\n",
    "    [\"N\", Zeff_Slater[6], Zeff_Clementi[6]],\n",
    "    [\"P\", Zeff_Slater[14], Zeff_Clementi[14]],\n",
    "    [\"As\", Zeff_Slater[32], Zeff_Clementi[32]],\n",
    "]\n",
    "\n",
    "df = pd.DataFrame(data, columns=[\"Element\", \"Zef_Slater\", \"Zef_Clementi\"])\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Element</th>\n",
       "      <th>Zef_Slater</th>\n",
       "      <th>Zef_Clementi</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>N</td>\n",
       "      <td>3.9</td>\n",
       "      <td>3.8340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>P</td>\n",
       "      <td>4.8</td>\n",
       "      <td>4.8864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>As</td>\n",
       "      <td>6.3</td>\n",
       "      <td>7.4492</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  Element  Zef_Slater  Zef_Clementi\n",
       "0       N         3.9        3.8340\n",
       "1       P         4.8        4.8864\n",
       "2      As         6.3        7.4492"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = [\n",
    "    [\"N\", Zeff_Slater[6], Zeff_Clementi[6]],\n",
    "    [\"P\", Zeff_Slater[14], Zeff_Clementi[14]],\n",
    "    [\"As\", Zeff_Slater[32], Zeff_Clementi[32]],\n",
    "]\n",
    "\n",
    "df = pd.DataFrame(data, columns=[\"Element\", \"Zef_Slater\", \"Zef_Clementi\"])\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As can be seen, the effective nuclear charge *increases* down the group, regardless of the method. This fact is a source of confusion for many students because it seems counterintuitive.\n",
    "\n",
    "Let's take a look at the shielding percentage."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:15.474323Z",
     "start_time": "2019-07-17T01:09:14.374818Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig4, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_slater_screening(\"N\", ax=ax, marker=\"o\", linestyle=\"--\")\n",
    "zeff.plot_slater_screening(\"P\", ax=ax, marker=\"D\", linestyle=\":\")\n",
    "zeff.plot_slater_screening(\"As\", ax=ax, marker=\"s\")\n",
    "\n",
    "fig4.subplots_adjust(top=0.90)\n",
    "fig4.suptitle(\"Shielding /% per orbital - Slater - N, P and As\", size=17)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:16.328206Z",
     "start_time": "2019-07-17T01:09:15.475666Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig5, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_clementi_screening(\"N\", ax=ax, marker=\"o\", linestyle=\"--\")\n",
    "zeff.plot_clementi_screening(\"P\", ax=ax, marker=\"D\", linestyle=\":\")\n",
    "zeff.plot_clementi_screening(\"As\", ax=ax, marker=\"s\")\n",
    "\n",
    "fig5.subplots_adjust(top=0.90)\n",
    "fig5.suptitle(\"Shielding /% per orbital - Clementi - N, P and As\", size=17)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now it makes sense. Higher shielding on last electron, lower ionization energy.\n",
    "\n",
    "But why the effective nuclear charge \"fails\"? Actually, it does not fail. We need to consider other aspects.\n",
    "\n",
    "The principal quantum number increases down a group and due to the quantum mechanical nature of electrons, the radius of these electron orbitals increases, thus increasing in size as you go down the group. This leads to more shielding from inner electrons. It's difficult to find an exact mathematical formulation.\n",
    "\n",
    "You can read more about the difficulties on the application of effective nuclear charge concept in the following links:\n",
    "\n",
    "https://chemistry.stackexchange.com/questions/7142/have-there-been-no-advances-in-the-determination-of-effective-nuclear-charges-si\n",
    "\n",
    "https://chemistry.stackexchange.com/questions/5621/z-effective-charge-and-ionization-energy\n",
    "\n",
    "https://chemistry.stackexchange.com/questions/86838/atomic-radius-and-nuclear-effective-charge-in-a-group\n",
    "\n",
    "https://chemistry.stackexchange.com/questions/62330/why-exactly-does-atomic-radius-increase-down-a-group\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Comparing Slater and Clementi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Efective nuclear charge values\n",
    "\n",
    "Element copper as an example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:16.970156Z",
     "start_time": "2019-07-17T01:09:16.329818Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig6, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_slater_zeff(\"Cu\", ax=ax)\n",
    "zeff.plot_clementi_zeff(\"Cu\", ax=ax)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Shielding values\n",
    "\n",
    "Element copper as an example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:17.608839Z",
     "start_time": "2019-07-17T01:09:16.971430Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig7, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_clementi_screening(\"Cu\", ax=ax)\n",
    "zeff.plot_slater_screening(\"Cu\", ax=ax)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Slater efective nuclear charge and shielding percentage\n",
    "\n",
    "Element copper as an example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:18.129514Z",
     "start_time": "2019-07-17T01:09:17.610266Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig8, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_slater_both(\"Cu\", ax=ax)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Clementi efective nuclear charge and shielding percentage\n",
    "\n",
    "Element copper as an example."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2019-07-17T01:09:18.723675Z",
     "start_time": "2019-07-17T01:09:18.131114Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig9, ax = plt.subplots()\n",
    "\n",
    "zeff.plot_clementi_both(\"Cu\", ax=ax)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "hide_input": false,
  "kernelspec": {
   "display_name": "zeff",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.1"
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": true
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "oldHeight": 303.905818,
   "position": {
    "height": "40px",
    "left": "1339.08px",
    "right": "20px",
    "top": "121.994px",
    "width": "350px"
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   "types_to_exclude": [
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   "varInspector_section_display": "none",
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 "nbformat": 4,
 "nbformat_minor": 2
}