{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b751cb54",
   "metadata": {},
   "source": [
    "# Which New York City buildings face Local Law 97 fines?\n",
    "\n",
    "Local Law 97 of 2019 sets a yearly limit on the greenhouse gas emissions of most buildings over 25,000 square feet in\n",
    "New York City. From 2024 a building over its limit pays $268 for each tonne of CO2e over, every year. The limits\n",
    "tighten in 2030.\n",
    "\n",
    "The city publishes what each large building used in a year (the Local Law 84 energy and water disclosure), but not the\n",
    "building's limit, its emissions as the law counts them, or where it is. This notebook works out, for calendar year 2024\n",
    "(the first year of the law), each benchmarked property's emissions and limit for 2024 to 2029 and 2030 to 2034, and the\n",
    "penalty it would pay if it used the same energy. The tables were made with the scripts described in the README; the\n",
    "shapes in `data/geometry/` were made in [Plotlay](https://www.getplotlay.com).\n",
    "\n",
    "The notebook reads only the files in `../data` and runs top to bottom in under a minute."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d1dc5da2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "27270 properties kept; {'Article 320': 22797, 'City-owned': 1737, 'Tax-exempt housing': 1163, 'HDFC': 942, 'NYCHA': 237, 'State or federal': 224, 'House of worship': 170}\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "DATA = '../data'\n",
    "pd.set_option('display.width', 160, 'display.max_columns', 20)\n",
    "RED, INK, MUTED = '#cf3b26', '#1d4f91', '#5b6573'\n",
    "PENALTY = 268  # US$ per tonne of CO2e over the limit (Admin Code 28-320.6, as DOB states it)\n",
    "plt.rcParams.update({'figure.dpi': 110, 'axes.spines.top': False, 'axes.spines.right': False, 'font.size': 10})\n",
    "p = pd.read_csv(f'{DATA}/tables/properties.csv', dtype={'property_id': str, 'cd': str, 'bbl': str})\n",
    "f = pd.read_csv(f'{DATA}/tables/emissions_factors.csv')\n",
    "k = pd.read_csv(f'{DATA}/tables/coefficients.csv')\n",
    "print(len(p), 'properties kept;', p.pathway.value_counts().to_dict())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b7ee2fa3",
   "metadata": {},
   "source": [
    "## 1. The rule: a limit from the floor area of each use\n",
    "\n",
    "1 RCNY 103-14 gives an emissions factor in tonnes of CO2e per square foot for each Energy Star Portfolio Manager\n",
    "property type, one table for 2024 to 2029 and another for 2030 to 2034. A building's limit is the sum of each use's\n",
    "floor area times its factor (Equation 103-14.1). Here is the factor table, and the energy coefficients."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3e254be0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>espm_type</th>\n",
       "      <th>factor_2024_2029</th>\n",
       "      <th>factor_2030_2034</th>\n",
       "      <th>ll84_names</th>\n",
       "      <th>source</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Adult Education</td>\n",
       "      <td>0.00758</td>\n",
       "      <td>0.003566</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ambulatory Surgical Center</td>\n",
       "      <td>0.01181</td>\n",
       "      <td>0.008981</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Automobile Dealership</td>\n",
       "      <td>0.00675</td>\n",
       "      <td>0.002824</td>\n",
       "      <td>Vehicle Dealership</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Bank Branch</td>\n",
       "      <td>0.00987</td>\n",
       "      <td>0.004036</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Bowling Alley</td>\n",
       "      <td>0.00574</td>\n",
       "      <td>0.003104</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>College/University</td>\n",
       "      <td>0.00987</td>\n",
       "      <td>0.002100</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Convenience Store without Gas Station</td>\n",
       "      <td>0.00675</td>\n",
       "      <td>0.003540</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Courthouse</td>\n",
       "      <td>0.00426</td>\n",
       "      <td>0.001481</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Data Center</td>\n",
       "      <td>0.02381</td>\n",
       "      <td>0.014791</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Distribution Center</td>\n",
       "      <td>0.00574</td>\n",
       "      <td>0.000992</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Enclosed Mall</td>\n",
       "      <td>0.01074</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Financial Office</td>\n",
       "      <td>0.00846</td>\n",
       "      <td>0.003697</td>\n",
       "      <td>NaN</td>\n",
       "      <td>1 RCNY 103-14 (c)(3)(i) and (iii)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                espm_type  factor_2024_2029  factor_2030_2034          ll84_names                             source\n",
       "0                         Adult Education           0.00758          0.003566                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "1              Ambulatory Surgical Center           0.01181          0.008981                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "2                   Automobile Dealership           0.00675          0.002824  Vehicle Dealership  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "3                             Bank Branch           0.00987          0.004036                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "4                           Bowling Alley           0.00574          0.003104                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "5                      College/University           0.00987          0.002100                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "6   Convenience Store without Gas Station           0.00675          0.003540                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "7                              Courthouse           0.00426          0.001481                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "8                             Data Center           0.02381          0.014791                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "9                     Distribution Center           0.00574          0.000992                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "10                          Enclosed Mall           0.01074          0.003984                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)\n",
       "11                       Financial Office           0.00846          0.003697                 NaN  1 RCNY 103-14 (c)(3)(i) and (iii)"
      ]
     },
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     "output_type": "display_data"
    },
    {
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       "    }\n",
       "\n",
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       "        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>ll84_column</th>\n",
       "      <th>unit</th>\n",
       "      <th>coefficient_2024_2029</th>\n",
       "      <th>coefficient_2030_2034</th>\n",
       "      <th>unit_out</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>electricity_use_grid_purchase_1</td>\n",
       "      <td>kWh</td>\n",
       "      <td>0.000289</td>\n",
       "      <td>0.000145</td>\n",
       "      <td>tCO2e per kWh</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>natural_gas_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>0.000053</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>fuel_oil_1_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000073</td>\n",
       "      <td>0.000073</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>fuel_oil_2_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>fuel_oil_4_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000075</td>\n",
       "      <td>0.000075</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>fuel_oil_5_6_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000076</td>\n",
       "      <td>0.000076</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>diesel_2_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>0.000074</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>propane_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>kerosene_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000078</td>\n",
       "      <td>0.000078</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>district_steam_use_kbtu</td>\n",
       "      <td>kBtu</td>\n",
       "      <td>0.000045</td>\n",
       "      <td>0.000043</td>\n",
       "      <td>tCO2e per kBtu</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       ll84_column  unit  coefficient_2024_2029  coefficient_2030_2034        unit_out\n",
       "0  electricity_use_grid_purchase_1   kWh               0.000289               0.000145   tCO2e per kWh\n",
       "1             natural_gas_use_kbtu  kBtu               0.000053               0.000053  tCO2e per kBtu\n",
       "2              fuel_oil_1_use_kbtu  kBtu               0.000073               0.000073  tCO2e per kBtu\n",
       "3              fuel_oil_2_use_kbtu  kBtu               0.000074               0.000074  tCO2e per kBtu\n",
       "4              fuel_oil_4_use_kbtu  kBtu               0.000075               0.000075  tCO2e per kBtu\n",
       "5            fuel_oil_5_6_use_kbtu  kBtu               0.000076               0.000076  tCO2e per kBtu\n",
       "6                diesel_2_use_kbtu  kBtu               0.000074               0.000074  tCO2e per kBtu\n",
       "7                 propane_use_kbtu  kBtu               0.000064               0.000064  tCO2e per kBtu\n",
       "8                kerosene_use_kbtu  kBtu               0.000078               0.000078  tCO2e per kBtu\n",
       "9          district_steam_use_kbtu  kBtu               0.000045               0.000043  tCO2e per kBtu"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(f.head(12))\n",
    "display(k)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a10f047",
   "metadata": {},
   "source": [
    "## 2. One building, by hand\n",
    "\n",
    "Take the property with the largest floor area in the totals, and work its limit and emissions out from its uses and\n",
    "its energy, the same way `properties.csv` was made."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "01276c2f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Parkchester Full Campus (North + South) | Restaurant (8379.0), Multifamily Housing (12385937.0), Energy/Power Station (50000.0), Office (4453.0), Medical Office (9987.0), Bank Branch (20461.0), Courthouse (7516.0), Retail Store (213434.0), Mailing Center/Post Office (17077.0), Personal Services (Health/Beauty, Dry Cleaning, etc.) (15777.0), Vocational School (2614.0), Vehicle Repair Services (696.0), Pre-school/Daycare (2500.0), Other - Restaurant/Bar (788.0), Food Service (2101.0), Supermarket/Grocery Store (40405.0), Convenience Store without Gas Station (7321.0), Community Center and Social Meeting Hall (4500.0), Parking (210000.0), Fast Food Restaurant (9474.0), Fitness Center/Health Club/Gym (14350.0)\n",
      "limit 2024-2029, recomputed: 88256.3  table: 88256.3\n",
      "limit 2030-2034, recomputed: 42720.1  table: 42720.1\n",
      "emissions 2024 (t): 66583.2  over: 0.0  penalty: 0.0\n"
     ]
    }
   ],
   "source": [
    "fac = f.set_index('espm_type')\n",
    "NO_FACTOR = {'Wastewater Treatment Plant', 'Drinking Water Treatment & Distribution', 'Energy/Power Station', 'Other - Utility', 'Electric Vehicle Charging Station', 'Heated Swimming Pool'}\n",
    "def limit_of(uses, col):\n",
    "    \"\"\"uses: 'Office (165378.0), Parking (11941.0)' as LL84 lists them\"\"\"\n",
    "    import re\n",
    "    total = 0.0; area = 0.0; other = 0.0\n",
    "    for name, g in re.findall(r'(.+?) \\((N/A|[\\d.]+)\\)(?:, |$)', uses):\n",
    "        g = float(g)\n",
    "        if g == 0: continue\n",
    "        if name in NO_FACTOR: continue          # a use the rule gives no factor (a power station): left out of the limit\n",
    "        t = fac.index[fac.index == name]\n",
    "        t = name if len(t) else (fac[fac.ll84_names.fillna('').str.split('; ').apply(lambda xs: name in xs)].index.tolist() or [None])[0]\n",
    "        if t is None: other += g; continue      # plain \"Other\": the average factor of the property's other uses\n",
    "        total += g * fac.loc[t, col]; area += g\n",
    "    return total * (area + other) / area if area else np.nan\n",
    "\n",
    "tot = p[(p.pathway == 'Article 320') & p.check.isna()]\n",
    "one = tot.loc[tot.gfa_uses.idxmax()]\n",
    "print(one.property_name, '|', one.list_of_all_property_use)\n",
    "print('limit 2024-2029, recomputed:', round(limit_of(one.list_of_all_property_use, 'factor_2024_2029'), 1), ' table:', one.limit_2024)\n",
    "print('limit 2030-2034, recomputed:', round(limit_of(one.list_of_all_property_use, 'factor_2030_2034'), 1), ' table:', one.limit_2030)\n",
    "print('emissions 2024 (t):', one.emissions_2024, ' over:', one.over_2024, ' penalty:', one.penalty_2024)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fdb68731",
   "metadata": {},
   "source": [
    "## 3. What is counted\n",
    "\n",
    "Every record LL84 published for calendar 2024 is accounted for: kept and in the totals, kept but likely on another\n",
    "compliance pathway (city-owned, NYCHA, HDFC, houses of worship, state or federal, tax-exempt housing), kept but failing\n",
    "a data check, or left out with a reason (`excluded.csv`)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "68e04999",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "why\n",
      "child_of_parent_in_data    9988\n",
      "no_energy_reported         1291\n",
      "implausible_site_eui        209\n",
      "unoccupied                  208\n",
      "not_existing                 44\n",
      "only_other_use               30\n",
      "uses_without_area            25\n",
      "use_with_no_factor           22\n",
      "no_floor_area                 3\n",
      "\n",
      "check               emissions far from Portfolio Manager  passed  site EUI far from its type\n",
      "pathway                                                                                     \n",
      "Article 320                                           64   21753                         980\n",
      "City-owned                                             3    1671                          63\n",
      "HDFC                                                   1     910                          31\n",
      "House of worship                                       1     159                          10\n",
      "NYCHA                                                  0     225                          12\n",
      "State or federal                                       0     216                           8\n",
      "Tax-exempt housing                                     0    1132                          31\n"
     ]
    }
   ],
   "source": [
    "ex = pd.read_csv(f'{DATA}/tables/excluded.csv')\n",
    "print(ex.why.value_counts().to_string())\n",
    "print()\n",
    "print(p.groupby(['pathway', p.check.fillna('passed')]).size().unstack(fill_value=0))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "307cc606",
   "metadata": {},
   "source": [
    "## 4. The totals\n",
    "\n",
    "The headline counts only properties on the standard pathway (Article 320) whose records pass the data checks."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "9fd920fd",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2024 to 2029</th>\n",
       "      <th>2030 to 2034</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>properties</th>\n",
       "      <td>21753.000</td>\n",
       "      <td>21753.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>over</th>\n",
       "      <td>1830.000</td>\n",
       "      <td>13546.000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>share over</th>\n",
       "      <td>0.084</td>\n",
       "      <td>0.623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>penalty a year (US$M)</th>\n",
       "      <td>58.574</td>\n",
       "      <td>532.831</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tonnes over</th>\n",
       "      <td>218558.500</td>\n",
       "      <td>1988174.400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>median penalty when over (US$)</th>\n",
       "      <td>13598.500</td>\n",
       "      <td>17442.000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                2024 to 2029  2030 to 2034\n",
       "properties                         21753.000     21753.000\n",
       "over                                1830.000     13546.000\n",
       "share over                             0.084         0.623\n",
       "penalty a year (US$M)                 58.574       532.831\n",
       "tonnes over                       218558.500   1988174.400\n",
       "median penalty when over (US$)     13598.500     17442.000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def period(df, y):\n",
    "    o = df[df[f'over_{y}'] > 0]\n",
    "    return pd.Series({'properties': len(df), 'over': len(o), 'share over': len(o) / len(df), 'penalty a year (US$M)': o[f'penalty_{y}'].sum() / 1e6,\n",
    "                      'tonnes over': o[f'over_{y}'].sum(), 'median penalty when over (US$)': o[f'penalty_{y}'].median()})\n",
    "summary = pd.DataFrame({'2024 to 2029': period(tot, '2024'), '2030 to 2034': period(tot, '2030')})\n",
    "display(summary.round(3))\n",
    "# the penalty is the tonnes over times $268, nothing more\n",
    "assert abs(tot.penalty_2024.sum() - (tot.over_2024 * PENALTY).sum()) < len(tot)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7648bbb7",
   "metadata": {},
   "source": [
    "## 5. How much the total depends on what is counted\n",
    "\n",
    "Put back the records that fail a data check, then every pathway. The headline is the first row."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "64a9df94",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>2024 to 2029 (US$M)</th>\n",
       "      <th>2030 to 2034 (US$M)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Article 320, data checks passed</th>\n",
       "      <td>58.6</td>\n",
       "      <td>532.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plus records failing a data check</th>\n",
       "      <td>118.8</td>\n",
       "      <td>611.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plus every pathway</th>\n",
       "      <td>265.0</td>\n",
       "      <td>1011.4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   2024 to 2029 (US$M)  2030 to 2034 (US$M)\n",
       "Article 320, data checks passed                   58.6                532.8\n",
       "plus records failing a data check                118.8                611.8\n",
       "plus every pathway                               265.0               1011.4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "rows = {'Article 320, data checks passed': tot, 'plus records failing a data check': p[p.pathway == 'Article 320'], 'plus every pathway': p}\n",
    "display(pd.DataFrame({k: [v[v.over_2024 > 0].penalty_2024.sum() / 1e6, v[v.over_2030 > 0].penalty_2030.sum() / 1e6] for k, v in rows.items()},\n",
    "                     index=['2024 to 2029 (US$M)', '2030 to 2034 (US$M)']).T.round(1))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8937054b",
   "metadata": {},
   "source": [
    "## 6. By kind of building and by borough"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "79e86c04",
   "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>n</th>\n",
       "      <th>over_2024</th>\n",
       "      <th>over_2030</th>\n",
       "      <th>penalty_2030_m</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>primary_property_type</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Multifamily Housing</th>\n",
       "      <td>15594</td>\n",
       "      <td>0.086</td>\n",
       "      <td>0.627</td>\n",
       "      <td>280.863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Office</th>\n",
       "      <td>2027</td>\n",
       "      <td>0.050</td>\n",
       "      <td>0.532</td>\n",
       "      <td>59.744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hotel</th>\n",
       "      <td>630</td>\n",
       "      <td>0.081</td>\n",
       "      <td>0.557</td>\n",
       "      <td>25.147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>K-12 School</th>\n",
       "      <td>498</td>\n",
       "      <td>0.074</td>\n",
       "      <td>0.715</td>\n",
       "      <td>8.164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Non-Refrigerated Warehouse</th>\n",
       "      <td>315</td>\n",
       "      <td>0.092</td>\n",
       "      <td>0.787</td>\n",
       "      <td>7.478</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mixed Use Property</th>\n",
       "      <td>259</td>\n",
       "      <td>0.116</td>\n",
       "      <td>0.591</td>\n",
       "      <td>15.568</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Retail Store</th>\n",
       "      <td>252</td>\n",
       "      <td>0.123</td>\n",
       "      <td>0.718</td>\n",
       "      <td>7.285</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Self-Storage Facility</th>\n",
       "      <td>240</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.525</td>\n",
       "      <td>1.771</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Manufacturing/Industrial Plant</th>\n",
       "      <td>231</td>\n",
       "      <td>0.043</td>\n",
       "      <td>0.784</td>\n",
       "      <td>5.275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Senior Living Community</th>\n",
       "      <td>168</td>\n",
       "      <td>0.119</td>\n",
       "      <td>0.619</td>\n",
       "      <td>9.637</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    n  over_2024  over_2030  penalty_2030_m\n",
       "primary_property_type                                                      \n",
       "Multifamily Housing             15594      0.086      0.627         280.863\n",
       "Office                           2027      0.050      0.532          59.744\n",
       "Hotel                             630      0.081      0.557          25.147\n",
       "K-12 School                       498      0.074      0.715           8.164\n",
       "Non-Refrigerated Warehouse        315      0.092      0.787           7.478\n",
       "Mixed Use Property                259      0.116      0.591          15.568\n",
       "Retail Store                      252      0.123      0.718           7.285\n",
       "Self-Storage Facility             240      0.000      0.525           1.771\n",
       "Manufacturing/Industrial Plant    231      0.043      0.784           5.275\n",
       "Senior Living Community           168      0.119      0.619           9.637"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "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>penalty_2024_m</th>\n",
       "      <th>penalty_2030_m</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>borough</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Bronx</th>\n",
       "      <td>3486</td>\n",
       "      <td>11.30</td>\n",
       "      <td>85.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brooklyn</th>\n",
       "      <td>5384</td>\n",
       "      <td>6.22</td>\n",
       "      <td>75.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Manhattan</th>\n",
       "      <td>8551</td>\n",
       "      <td>29.01</td>\n",
       "      <td>266.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Queens</th>\n",
       "      <td>3858</td>\n",
       "      <td>9.92</td>\n",
       "      <td>91.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Staten Island</th>\n",
       "      <td>302</td>\n",
       "      <td>1.81</td>\n",
       "      <td>11.13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  n  penalty_2024_m  penalty_2030_m\n",
       "borough                                            \n",
       "Bronx          3486           11.30           85.35\n",
       "Brooklyn       5384            6.22           75.32\n",
       "Manhattan      8551           29.01          266.12\n",
       "Queens         3858            9.92           91.26\n",
       "Staten Island   302            1.81           11.13"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "g = tot.groupby('primary_property_type').agg(n=('property_id', 'size'), over_2024=('over_2024', lambda s: (s > 0).mean()), over_2030=('over_2030', lambda s: (s > 0).mean()),\n",
    "                                             penalty_2030_m=('penalty_2030', lambda s: s.sum() / 1e6)).sort_values('n', ascending=False).head(10)\n",
    "display(g.round(3))\n",
    "b = tot.groupby('borough').agg(n=('property_id', 'size'), penalty_2024_m=('penalty_2024', lambda s: s.sum() / 1e6), penalty_2030_m=('penalty_2030', lambda s: s.sum() / 1e6))\n",
    "display(b.round(2))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "521e29ca",
   "metadata": {},
   "source": [
    "## 7. On the map: community districts\n",
    "\n",
    "Plotlay placed every property in the community district it stands in (by its PLUTO position) and added up the\n",
    "penalties. Here the same is done with GeoPandas, and checked against the district Plotlay exported."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "fbf926a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ctG2EcJMOuMOc+++/n9///vf84Q9/cMSAPvCBD/Dggw9iWRY/+clPnH327dvnfL3kkkuoq6vjggsuYO/evSxevNg5XlEURRkicUtw18CIW6IBU4HZ+hSEt0HwTYjsNQkMTRQMazKJW7rzxz/+keLiYmeBYyijCQJFGejIKn3b+gz2CxV+oBXdgcMPmiRB/RMmSXD4fjj4DwjXFvbayoBGyvOqqqocjYF2PB4P73jHOzom/263u0M86Gc/+xnvfe97ncH23HPP5cYbb+y3e1cURVHyHbfEXJfStRgUOm4Rl6fgarAbIfQaRLZDcCUEngU7TeumwnCPW7o7MP3973/nsssuo7KykqGMahAoykBHyuEymnyHC58ND2yHSEPP1yU737QSimeb/j7vKFUlHmZI75645nZ3Iti0aRMHDx50vh8/frzz9Ywzzuiyj/x877330tLS4tgeKoqiKIM8bhG3pYEQt0QOgN3S83W7DUKbwD3eiBe6KjRuGWZkErfEc8899ziCykO9vUDQBIGiDGSkP09W6TM/oPfXjMhAGgVXKViWeS0asypqXpP8uNY3zOapgRGXq8vBMGPatGmUl5f3sAMSvF6v8/XYY491SvcaGxu7vC8/FxUVOZuiKIoyyOOW1tf7+JoBk2gQjYH2uMVpXwBCW5MfF9lpNqsM/Meb45VhQyZxS3dxQjkmX24IAxltMVCUgYz0zgVSDG7xuCX73cucn7QpiKaAWCo2vwKhQxBpMwI/oX3Qtjn9OcL1ZrBWhhUf/OAHncx6OBx2NAbat4ULFxIIBDoqCCRT/+tf/7pDAOjQoUNO/9/FF1+My6VDkqIoyvCKW0zrWc5IIiC8x7QMhLeYKkdnUcMF0TqI7svgHLIwEksoKMOGTOKWdkRDSfQJ5BhZ6BjqWLbUViiKMjAJN8LBv2U24fZPgeoLcx9sJREQ2AJ1D3d93TsaShdD0woIZ1IyCJQtgbJl4OqZgVUGHzfddBNPPvmkU44nCr8nnniio/h78skn89nPfrZjv0cffdRRBJY2AbEYEltDGXhF7Ed0BtoTAhdddBGbN292LIJWr17NMcccw1//+lfnnIqiKMogj1tqb88sbvFNhqrzco9bJBEQ3Q/BV7q+blWCdzqE3gI7jdViO54jwDur9wkLZcjFLcL//u//8oUvfIGtW7cyadIkhjqaIFCUgUxwPxz6e2b7liyCylNzzL7XQ+NzmVUIZIKrGEZeBZ6y/JxP6VdWrlzJjh09nTQmTpzIkiVLurwWiUR45ZVX2L9/P1OmTGH27Nkd4oTxrFmzxnEwmD59OjNnzizo/SuKoih9ROgA1N6R2b7F86HilNzaGGTVXxwJMqkQyAgfFJ1s4hdl0JPvuOXFF1902iHPOusshgOaIFCUgUzL61D/aGb7+o+AasnEu7IbZAPboPY+ozuQL6SaoebtmolXFEVRlOFEyxvQ+ERm+/qnQ+U5WcYtUYhI1cDK/DoguEaBf6kKFSqKahAoygBG9ABa38pi/0ajHJwNUjlQe39+kwPtKwiO2KGiKIqiKMOCaBgCGzPfP5JD3CItA8FV+bdHjKp+kqK0o4pQijJQibZAaHeWA22GIjsyeZfkgAgSEqEg9y6boiiKoijDAxn3g3sy3z/SlHncIpoG0WYjSJjvRQ2HoAosK0oMtTlUlIFKtC3zgdPZv9W0DGRCaD/U3k3B2yPEVUH6+dzqbT+cqKur63ApyJaysjKqqqryfk+KoihKgZE4JBs3AFvilgwn+5F6CK6goIR3xFojfeBSy8PhhMYtXdEEgaIMRMRcJFOboFwKgiRrX2haXjWbpwbKloJvNLjK1dlgGAyy46tH0JrjCk9NTQ2bNm3SJIGiKMpgi1uC2wtYyNxGwYlsM5tVBt6Z4KoEq6j3FtLKgEbjlp7ov3hFGajVA075fxYUzQBXaWb7ekfRZ4Rroe4h0USF4plQstB4H7vLOlsjXEXg8vXdPSkFQyoHJDnwMSZTRnZ2UU1E+E3tduccWkWgKIoyyOKWwKbsjhFxZVeGFYZWBX2G3QTB1SZucY8Fz1SwSkyywHm/FSyfJg6GCBq39EQTBIoyELHbIHwou2OKjwRXhv9Lu8vBMwrCB+g7bCO6KJskMkoXQOlicJfCoXug7BjwVJmf1Yd40FOBm0q8WR2jojiKoiiDFNEIkAWBbCiek3ncYhWbJIHdQN9hQ2SP2Sw/eKaAZ7pJFARWgPcIsCRm8WvcMgTQuKUTTRAoykBEBASzwgOeysx3F00AmZDXPUi/IEJDjS+YzV0FkTqo3W4y8lJlUDzXVBjIyoIru0mmMjBw5TDh1wSBoijKIEU0ArLCY6oJM0U0AWRC7qzs91MCJPSW2SQpIG4KgYOx32MceCbG2hEkWaDTq8GIxi2d6L9gRRloiNBg24bsjimeYVbes6Ev2wxSIcmBdsTuqG2bSZDIAOsZAf4J4KmOJQu0DUFRFEVRBl7ckm1b5BHZxy2iCTAQkORAB2GIHoCQODe5Y1pLNeAq02SBMmjRBIGiDDTEgjBbgcKyJdlnrCUbL9n7SF+W6yW7lxIoXQhF043rgWTgBTsEUbE2ajU6BYL8LGV/7T8rAxLNxCuKogwje8PAtuyOKT06h5V2j9ECsAeCjbJUNEwB15iuiQDHTSpkFjykKtJ5TX6WuEUXOQYyfR233Hfffdx00028+eabTJ8+nS996Uucd955DAQ0QaAoAw0pv3esgrKg7hEomgW+Maa/3/LGJtpWwt3taAgiASyZmPdbgqBdtHCBybo7uggx4cIOvAksEm1zrBCR52SrjeIAxMph4Ez8r1VRFEUZ8Asbop2UDfWPGXFlr8QtJWnjFsf2ORqbdPdngsA93mgRyAgnugjdFyucREE3i0RJDrT/XpI4cJIFaqM4nOOWn//853z5y1/mJz/5Ceeccw779+/nm9/8Jscee6zj5tTfaIJAUQYS4gecbXuBENpntnakr79oGvimOBNvWwYsdymWFfvoCx2Gpg39l832TYCKUyC4F2rvMSV6I98jpRDpj01WOSBZexU3HDBYOQycmiBQFEUZjHFLlu0FQng/NO3vGrf4poJ/ktEgchIGsuARGxnCDRDYDp5+mrpI24DvSIg2QmStrOaAZ1mGx/oSrnE4z649LlOGTdyydetWPvvZz3LLLbfw3ve+13lt0qRJ/Oc//8GW5NEAQBMEijLQqgda3shPX3/zarNJdr7sZGhaj+0bDd5KOPAIVB4NrVvoW1xQeboRVDx0JxDsfEsqCLLFXdz5vSYHBhTaYqAoijJM4pa29fmJW1pfMZtnNJSfDG3bwVtjEgaNK6BkDthZtjL0Ggu8842mQPhVs6DR8VYOrY7xyQJNDgzLuOXWW2/F7/dz5ZVX9njPSlZB08dogkBRBhKRpuzL9FLhKsWuPBv2/AcaYsq/UtYmffzFk7Erz3TaGazD98vF83fdxDcDNRcZfYWGx7u9JWV62ps3lNAEgaIoyjAg73FLCVSeBfXLoe0t85rTVhA0bZTFC8z3wVVmFb+gWOBfBtE6iKzp9p5X3QqGGL2JW/bs2dPl9YqKCmdLxMsvv8z8+fP505/+xM0330xzc7Pz8ze+8Q2OOeYYBgKaIFCUgYKUyLe8nt9Tymr99j9Ba1zG3RH5k0+zf5mvs76KXX6ccQogGksWFICqs6BtC7RKBr4b3tGmt1CTBIqiKIoyiNwL8lA9EE/5aVB7X9e2SUkICPVPgLgpjrkGPDONY4AkCZxkQQHwLoRoLdi7er5nVRhdBLU0VIBly7q2m8hkXzQFElFXV8eqVasIBAL83//9H9XV1Xz/+9/nhBNOYPXq1Rx55JH9/kw1QaAoAwWZuAd35u10dukSaDvYNTmQiH33mzK3tj0w4TIKgnecWRVIlBxwcOsgO8TQCgJFUZQhjiT2gwkmz7lScoypSIhPDiSi4Vmzuh86CCPOoSC4YvbKkQ15lLRThmrcsmLFCsaNG9fxerLqAaGoqKgjObB48WLntV//+tc8+OCDTkXBb37zG/obTRAoykBBSv9HXgkNy6G1l5UE0ivnnwYbvp9+3/pY5n3MhdAaK+fLN2LDWP9o8verzi7MdZV+Q10MFEVRhjhS9VdzOTQ+C21v9vJcpSZuOXBr+n1bY9cSnYJIHhMU8XhmQCSFJpRHVnkHRr+40v9xy7hx45g4cWJGx0ybNs35Km0F7Xi9XubMmcOmTZsYCGjqS1H6mWBTs/P10LrNtNUHoPx48I7t1TntytNgx9+yO6j8SKzAZgqCWBWKkFFSrJh3sDLUMvHZboqiKMrAxg4Ym0F731bstgCUHQueMb07afmpcPiR7I4pmQ6RNNUGuWL5uwopJ6TQGgjKUIxbzjjjDOfrtm1dK3zl58mTJzMQ0HhMUfqRtto61vz4j/zSO4/bFlxI7dq3sKWkrfp8qLkMqt8ORbOy+l/V9o6HSBjadmR+I94RRmTIDtHneGrMKoSq+Q4pNEGgKIoy9LBb6rGX30b0Kydg33wV7Ntk4paqt0H1JVB1PvhnZjfFkLhFFgrCWUz2XZXi2VxAgeUUdnOW2C9KEbZWEAwl+ipuufTSS53qgRtuuMHRIwiHw3z3u9917A8//vGPMxDQFgNF6Udq39jEi9/4aecLbhehxmai4TD+qnE0796Pt+J4/OPOheAe7GgbVt0jqRWDK06CjTdndyOT34fVuDyLA9xZDsp2miy92hQONVSDQFEUZQiyfys8+tvOnyW5H2jBjkaheCw0HAD/sVjSOhjca+KV+sdTxy3lJ8D+O7K7jxHnQ2h9lqNSNL/TJ13YGFL0Vdzi8Xi4//77nWTA6NGjnZ+nT5/O3Xff3UPssL/QBIGi9GP1wPNf+t8ur22682FGHzMfX0WZ8/NtC95O2aRxHP3FjzD5nBMpqirBrr7QDHJNq7GCW7ocb5csgoY3HevCjCmWcqYwhA9ltr+rDFvsCkW9N7AFq3lNp8JwMuwUg3LK1gNFURRFUQZM9cCDv+z62ronsSbOxfKUOj9Hb3oPVI2BU98PM5ZhFZVBlcQtYWh+BYJbu55UbAudiseYw1ImeMeYmVm4MbP9rSLwycQrCpG9EJZ7CKf7bVO8lcW9KkoCJk2axH333UcoFCIajeL3xxbLBgiaIFCUfqJh6y72LF/Z5TVpN9j5yPM0bttFuDVANBQiUNfAI+/9HEu+8gmWfeOjWHvvhca3YNZ/waHtnSv54hNcPBd2fCe7G5l4FZYMdk62fw+0vJZiZwtb2h+WfxVa9sDUC7GPuBjCu7Aan08+oEaaTTlgVPyJuuEqNg4OItKoDBlUpFBRFGWIcXgPbHul62vL/4a9cQW2vBcOmBbHvY3Y//g6nH41nPFBrIbnILAVRn8AanfExS1eKJ4D+/+S3X1UnwtWBHyLIHIYIhILJcMC3zHQ+BhEG8E/G4qOg+jBWAVCkrjFloWWIlnOSXBKr1ocDkH6I27xer0MRDRBoCj9QCQYYt1v/pHwvUNrE5fMSaLAxo3lFt/fMETbTHlbTNzPrjgF9t6f3Y1UHQfuMvDERBE9I6FtU9xHpAycNtjyNYpdugh2PmeSA8LWe80280rsqe90nAqscG3P60jSofxYqH84wcNo7PyIjcY0EOT3sqSNQRmsaIuBoijK0MEOh7BX/Dvxm3s3Jn69rcmM5e5is3ovixFxcYvjQtAgiwtZUDLfLCyI+LFgVZiqgPZyfydeids8UyGw0yQHhMB6s/nnQ9EJEJQqyKae1wnvAM80iL6RpIIgFrd0CCxb2nIwyNG4pRNNEChKP3FgdXZWhsf9v8/gEkXdlpgFSu3z2FWnY9U/gu2bBLYHGrpl9pMhA/b4d0P5HCyPaWcQbHxQegZEI7HBVSbqsUFPtrbD8Mafep5vwz9g+yNw/Lew7QOxaoK4toLgDqONkIhoCxy8DUZcZpIVLW9A0RGaIBjk6ECrKIoyhJD58O7srJCtcz6BJXFLIGZF2Py6cStoeAy8E03pf1uS5EIP3FB9NvindiYHHLzgWxzXyhibuEvsIt9Ly2XbEz1PF3gNApug4gywD/esJpAKA2tuknsJQmgFeBeb3yGyB1yjVPt9kKNxSyeaIFCUfsDt8zoChNkQamrBV2RBMKYVULvcyaLbI94JriJ4K8PWAt9ImPRB8I/BcnX7CGg9BM/cSE4EauHJT8GMy7GnXQ71j2HF6xoEd4FvGnTTTXCI1MP+38PIq0ybg3+S3Ghu96EMCHSgVRRFGTpYbi92w8HsDhI7RLcXInXm55ZXwOWF6stMW+G+DFsL3FVQ83bwVsfcA7q1AjQ8QG7IsffFVRO8CnacrkG0FixxeUqk0dQKoefAswxsaZ+s0WnVIEfjlk40QaAo/UTrvgxFAYFZ77kIb3kpBLd3zXAffMRsYhMYTefXC1QuhTHnY/mqE7+fD0Xejf+EHY/D8d/Etg9iNT5n7rlpJVRfALVbkly7CEL7jVhi9wBAGXTE1m6yPkZRFEUZoDRlHrdw1LngL4Vwt8WQppfM5iwCZBC3FB8JFSeAp6JwI0eyaoLwRvAthUiy31u0CBpjLQrqHD/Y0bilE/3XrCh9jG3brPu/Oxwrw0w56sar8UlF3cHHE++QLjkgLQUT3gPjLsHyJhtk8/iR4FQTfBp2v2kqHCT7L24F0rfnTpKckB5FsTwc+U4juKgoiqIoyoCIW+yX7o61H2aGddK7sbxWLBmQiGAGLQVvg8pTwV2a6krkh1g1QbAB/CeAVWpiFselKb6lIR4RmPOAd0nM/llRhgaaIFCUPqZpxx5e+PKPM9p3zLGL+KS9nqoZk6DpLWjOtFcvDt8ImH4D+G0sUf1NJf7nyvNHwobb4ZmvYpefhV2yEOqfgsozE+8bPgx19xu/ZEe4UBkKasDZbFpBoCiKMgCp34f90K8y23fSPFzffRFGTITAdgjuzP567koY9S5wiRhgOI0mUZ5HDqkmEMcD71HgngKhdeCenWTnFoi8BuE3s7NpVAYkGrd0ogkCRelDopEIW+97itYDCZT+EzBy0RzCbQF8FRVQ93LinUSsRxR9E/0vLf16Uz6KFVqDJb6/wQ2pqw0c9d8803YAHv8EtLiwK07ClvYBz+ie+5UsAN8ECIoa8cC0fVEyJ9vkQC69f4qiKEphsaVq4M1noflwZgeMnYkdCmAVxUSHk7UUSsWgQ7dPfnFqGnEJhF6ByA4IbwY75nDUV4h4csN/TOWAd27sHsVBqhuuCWBVgd2gFQRDAI1bOtFGX0XpQxo27+C5L/4wo32LRlZz1Geuxu0OYG/5P2jekHjHyR82Yj8dCr5hiAQgGgD/aKzQSpPlFkKbwDMOrDGJM/Iddj0FYNX/Qs08OPpG7OoLsA78oTMYqDzLCBNKMOGf2E2huBc4z0RcGHRtuq9RsR9FUZQhQO1u7Ad/kdm+pVVYJ78brDAcuMc4GCVixMVGO6ljUSJiYhZJBHiqIbhaVhfMW7K44R4D7lFJKgniHJPyTfOzZkGj9CTwLICwaCoJReCZA66amINBdf5aIzVu6Tc0bulEEwSK0kdEAkFe+80/CDU2p9zPcrmwo1HO+dv/UjVTWgvWJU8OFE2ESBtsurnr66UzYMq7IbgJot38fVufhdKzjS5Ad6IFztLXroONd8KUE8E7AcqWQtFk816kySQJxOowH0TbTNuCpyZupaIb4UYIHwDvuJhPs5IvdKBVFEUZ3NjhIPaKOyGQOm5xBI7tKNaV34aaiViBzcmTA16pIIzEVujj8IyFsuMgtFVm5l3fC7wIRaeDu6JvEwSCiCy2vQ7+WLWAe6pJDAiiUeBKEWNkiyRI7Bajf5Bsima3QbQRXJWq15RnNG7pRCs6FaWPaNq1j7U/vzXlPi6fl+sib7Do+g8w7oSjzaS5aAJM/SQUTzE7jTgNRl9gRHtGnwe77+x5osnvxmpZjhXeluAqkrFPsqJe6ASBtxSmXYRVNBpqLuhMDgjSeiB2jb1BViPssFmJkDYFz0hTXZGUMBy+16gXK3lFS/UURVEGOQ0H4Pl/pt7H7cX1nefhxHfBlIVYsvLvG20Eh71jzT6lR0PFiaYdsvwEaFnR8zxlx0PbC6atIBHJCgELWfnoXNcHRVItUGGqCNqTAx0jnTcPcUsk1kbhBqsstZOT7BtZC9EDvbuu0gONWzrRCgJF6QNCzS289O1fOFUEqbAjJhN+8k1fxg4ehh1/NdUDUnI3UdT9XWaF/eBTMOVjZkIf7DZIVB0bGzhSXCvZ4CMOB6f8DFb9QNQUyTsLroOiGnAnmLTnIzkgrQTB/eAbb15LKWzk7GC+NL0MvskpbJSUXMV+sj1GURRF6X/sYCv2Y7dAOI3bQKy90XXhZ8yiRtMzEJay+1KoPNGMza4SCLwBIy6LtRNIz34c/hkQkbgl1SJFkrhFFgEq3g7NT0OknrxTehxYxeBKkAjorV5Se9ziVAQkqOpMNVJGtoFVE6dBpfQWjVs60QoCRekDGrfuYv1f7k67n7+qgrZDddjhFtj/cGdrgZTKb/2tGUy2/R7qXoKN/wubf9rzJOPOxpKBOBXJMu7Fo8BTLOUO5J0j3gHlNVhSHldIDv0TQnFJExFldLLzKVYZIg1Q96C6JyiKoiiKcHgPrH4g/bMoKsNuqTeVe61rTHLAGXuboekxk6hvftK0PDbeC40Jzlm8AEJJWik7B+rEL0s5vkzUZRzPN/55JgEhmgqFJLzKJAnakUpISbx0aEslog0i60zLgaLkGU0QKEqBCdQ3svyz33d0BdJxxu/+m6IRVRDYB7XtYjhxbP0NhFI4IJTPh6hk0FMNZrKqnmRlXVb2N92Z/56+8SfDpJOwmh6FuscgXICB3MnCB2JtBcVx4kemNzKhCrKscDjHeqH8JF3DziNaqqcoijI4sVubsO+7Oc0E1WC948tYJZVm9T6wvucOTY/01EKKxzsJonVp4hZX8rhFKiJbX4u1T+YR71TwT4boG8bGMNpKQeIWiU2ctgJvXNwia9l24qRIh96BG9wzNG7JIxq3dKIJAkUpME0797L9oWcy2rd4zIhY9cCjuV1swkVYwXXp/YWTlMVZMliNPoa8IkrFM6/Earzf/BzaCYGt+bdUdMoY/TDqKmhd3+lc4BJtA2/iFgbn9WKoOhd8Y/InkKjoQKsoijJYadgHG17IbN+ymlj1wKu5XavkaAi+mXofEeRL1usvY71YJOcVt6lqiK41P9qHwT5UmLhF4jHvMoju64xbpOrC2RK1NUiiRDSW5oFVkT+BREXjljg0QaAoBSTU2srrt6QR+Ikx8ewTGDFvOjSshUbJhmdJ8VRTciaquqlwjzaT9mSUjiOvTDwdoju7vtYmpYR5FhaKtzJsXgXBPbH2gjQrILL6IFaLafUKlGzQTLyiKMrgww61Yb/czWEgGTOWweipENwOoe3ZX0ysC21ZmU+jc+AekVgDoOP9POsH+aeD3a1aM7o//9WV8XFLZLupAHXaC9IlIiReKTK6VEre0LilE/2XpSgFIhoKc3D1m7x6858z2v/E738erz8Au/6R2wUnXYEViGW70w3IqfCWQ3mcu0BvGbMEq6XbykKkOXHJf2+IH1ArToFDd0DDM6kH0GgY/NMgtC+/96LoQKsoijLIsCNh2P0WPJtZHGKd+0ksbxSan83tguJcEHo9/X6ukWluxJ/YujlXvBPB7qbF5Cy+RAoXt7hnQnglRDZ0TRz0OCZinoddgFbNYY4mCDrRBIGiFIBwIMCmOx/mrjM/kJH2wLSLzqRy5hSoW5mbZY9THi9WOS3p902neCs6BL48DrSekp6rA065f54/fuIHVGlhEFrXQaQleRWBtB8UzwVXeX7vRTF/kiw3RVEUpX+wxa1g3ZPY//fJjLQHmHsKjJwIgc25raw7bQOhWAVBGqx0LkdSjt9LJ6Qu1/P21ERwXrMKF7dIC4MQ3SMWEsmrCKTa0TU2v7+v0vl4NW5x0ASBouSZaCTCKz/+Iw+96zNE2tKU+8dY9s1P4vW1waGnc7vo5KuwApm2JaQppW89CIdyaHFIRqIVfCcJ0m3wc5wGorEJfaR3fsKtG7q6GqSsIgiAOyZWqCiKoijDDDsageW3Yd/2FVnhyOgY66wPY3miEMigAiARZSdCMI3jUsfF0sQt0RYI57MSMFEiIEESpN1pwJnQR3sRt0RjLQwxQitTVxE4dpApWkUVpZckMRVVFCVXXG43vvLMJ5xHXH4ulTMnQd0KiOSgkisVAd5iaM2k3MyVdqC1yidi57PPLtH1wocg2mYqCaIh87OU+Qf3gW8slMzv9AfOlrZuqxmRujT3Z2kfXwFL9bI9RlEURelbLJebqC9NdWE888+AERNM9YBMjrPGJ8ES2I2Z3F360cEj1Qj5FBBMEHvYsdZIx21AFjSaTJm//A4iFuiakHvcEj3Q7f7TxYIatxQCjVs60QSBohQAy5XhAGFZLP3atXg9zbDvvtwuNv4SCG3McOcohPeDZ3xSoUJ730vkFXciYaEohPaDqwRaXofGZzoHR1nt743wTvFMqIvzWXbFnAmSDdze0Wb1oT1hoeQFHWgVRVEGETJhzwTLwjrzGix3CJpW5Xat0qUQ2pLhzjZEDgLjkgsVBneQV2Rho0e+QVb6G8H2QUREkOMqFSXmyyUx0I57DETiHaj8qeMWSUgQ6ExYKHlB45ZOdMFGUQrAmGWLMtpv9vsupuqIseZ/xaJkNj0y8HiN2n6irHb5TKzw7sxvrm0FBDeYCXE37GATbLiDnCibBIs+3VPw0JXkY6ZhOTQ+B41PxyUHiiC4E1rSWB4lQwZS+b1Egbid0tjfItngLdaIkkTQQTavqNiPoijK4MGaeGRmOx51HtSI25EL3DXJzhZrZ0ySdPDKhHhP5jcXXA3hTQnjFqdNsC0DgeZkOgglJ3R9zbENTBIvRDZCZFPX5ICstUYPQ2RvbvcgsYkz0Y8TYnRP7Hwv4TESD8qChrov5RONWzrRCgJFKQCe0sxK9RZ/7hrcwUPw5JfhlK+B3x/rY5MPfVds4HCEDTpL4S3JYjsvmmy6lNZJRYAQbTJbOqXd4DqzX9GirqvmbQegLofJedlkWPIloBGmXgBbY9UQI+ZDVDL/CZDrd3c3KD0KysUPOFZeJ88i22oCGdxrLoQ9P43d2zGd7yXLxqeyT1JyF/rJckFF/mkriqIo/YAvswo66+T3YNECB/5lxloR++0Yq2WLffA7r7VLvkncIi9GYyJ7ZeCWxRFJ6jfFBJbTxC2h9abaz3dk17jF0R9IEmekwl0JZacakUT/bAisN697xqRwCAhAtJu7gWsSeKZ1tlrkErfIdMy7EIKPx+5tSudbSasINDmQbzRu6UQTBIpSAOxI+h7+qplTKRs/CjbeCoE6eOSz2V/oxK9gFZVC8bEQ3mNWwd2joelesBNk2uMJS0newtgNh7GDzbDmZ+mv6S6G8olQOQOqZ0PxKPBXYjXf72T37amXwM7HIdwK407Aas1CwKjpBQjughGXmp/jB1mxRpRAwLEzKk+RWY+9XjQb2tbDwdth5BVd31MKjmXZuLKc8VsdQaSiKIrSp2QisjdyElSMguaXzHgs42u2VF8Ibg/4jwH7ANhecNVA68MxK8EURHaKfULsfkUHIATNz2VwUY9JCLhHgHcUuEpNLBGRRQqxO14cc2MIgW8y2FlUN0S3QKgOvIt7xi3y+0jiwKlQ9KePW1xjILoPQi+Dd0nX95SCo3FLJ5ogUJQ8I7aGOx59NqP2An+JDftW5W4fWDUVQqvAqgI7JsYXnQzFx0Prc2kG2ygE3wKvlOOHIdwEjTF7wHZKJ8Coo2OJgBHgKTKaAlYAPCOw6u6D4GtdXQzl5zlXw4a/Q+l4aF2T3e+VtJdQJo+i3GtDVAZ7sU9MtqsN1W+DPeshlGPZn6IoiqIMk7jF3rAi/Y6Lz4MiNzRuz+1Clg+8I8B+HWyxF46JFEbHgX8ptIkGUqq4xYbQZvBOcRY2nCRB5HDXXVwV4B0PHkkESDVnbKU90mg0hyKvgb2tazLa3gklR0Prq+CugGi3WCgd9uGkt+tURtjtiQNf6rjFM8+INSetYFCUvkETBIqSZxq37+Glb/8y7X7TLz0LWg9BUxaZ6nhmXAB+aSmQgSVOqT+63QyYJadB2ysQEesfCzxjTZVBPMH1Jkkgg7Yt7QBhI1447e0w/iTwuES1EMsR5JHzxlUBus/oOTDLlQIbsUeeDyO/mWagT0P3sjq3lCTGBAfT0X5c6RJofhkO3Aaj3p37vShZ43TEZNtiIP/RCgJFUZS+pX4fPP77tLtZ807Dkmq+dO5AyShdCK72Y+MdDPaAXQ/FJ4BYNjuq/papiHRimDjCG40egUy2/bLKHmvLLJpjEgeiSRDYAm0vxlou46i5DKQ9ojtSyeBZAOVnxCwE8xS3iMZRu+BgOjqqCCabeCu0ArzLcr8XJWs0bulEEwSKkmcaNu8gcLg+5T4TzzyBssnjYce9uV9oyqlYUSmJS4DVCKGXoGgx2PNMKZ1TTrcfWmWVINxtZT4Avio49eZYX9s+rNDzXSsDuiN9h0mwGh+CcdfB3t9k/3tJb2K+HAXELlESBJIAUZeCPqW98zTbYxRFUZQ+pnZXeqvkI5ZC5Rhoi1fbz5Li2UAS1yWrBex14J8L9hwzbssWOQSBVT3jFlmAEGHj8vOM9kHbRmi+K/dRJvoa+E6HoAgnZ4s/f44CrokmQSBTNHUp6FM0bulEEwSKkkfCgQCv/fYfafc75ksfweduhQ335HahymngT1Gq1mEluFJsDoDmmDjQCCg9I1ZZsL9zV9cILA5COAuLQyntk/K9dkHBLsTKDDxVEOqW/U+HuA7ky27QUwHjPp2jaJDS+0x8thoEiqIoSl9ih4LYK9JNrME67f1YHhsOv5LbhTwjjR1gSqKm/YBSIx7o6CJUQfHJcZUFMVzVENwOTZloEMRw2hS9SaoE2t2Uio2dYbaT+nw5IUn84zsjuTihUjA0bulEEwSKkkda99ey46HlKfcpGTOS6jnToWEbtNXmdqGFH8ByZer7GzfQ2Ycg1AjF4hTQZoQMpS9PBu5stQKizeCpMaKCyXCseLJE7kdcGzL1ZE6HDLLSqygrEcrAL9XrJffeey8bN27kwgsvZMaMGXk4o6IoyhCm+TC89ULqfcpqYNRU4xYgY38uVJwI1s5Mb6rzW6sO7GbwLTIxiyP812KEDZsy0E2IJ3RYbKa6tmX2IJfYoy2/CxGOU5UstOg0bTjELQMR/ZenKPnEtgnUpS7TO+svP6B0hB+evCW3axTVQOUE4I3cjndPg5aVENpmPIBdJRA+AOEsxfwiB4yXsZMgEIseUQceD/7xMWGgmFgQKRIIiXCcCnr5kSvVDe02kc6myYHhMNCuWrWKyy+/nEAgwMSJEzVBoCiKkhYb2lKvmFtXfBNKS+HQg7k9T3EN8FYCuYoGjzfJgOAmcFeZ88lKe2h3dqcR0WKJU5wEgcQIZWBVms2pLJBftih7LZx2i8Pe4FRLtMcsMhrqFK2v0QRBJ1pzqyh5pPVgEiXbGMu++SlGL5lvVvHrt+R2kbnvBG8Onr8OMiCWQyimQBytN8KFIVHszcDiqLvbgPT4j7gCRl4OZUuNdVHrSmh+3GTAvTXZ36JT2RDfa5gDoqOgpXnDCkkKvP/97+cTn/hEf9+KoijK4KE5jeDgmR+GCXOxZPVeKghyoVzEBOPaA7JCxJKLIRjTXBKBxNAuCGzKPm4JbAXXOHAvBvciiIyAlr1Q+zDU/iu2cp+hGHIXQtnfS3ek+kDjFmWAoAkCRckTdjRExZTRXHDPLymdMKbH+0d/4cMs+MgZFJVFIJhARTfTAWTsYixR3M0Fz0JoXZUnqfggNN4LzY9C08PGVjEkA3bQVCZEGqAthyRIcHcSXQNlMOGy7Jy2XPnKV75CdXU11157bV5/D0VRlKEct1A1Cuv9P4SK0T13OOW9WMeehVXkgmiuq+QW+KeAlWNLJTOg6cX8xS2HbjPJANkaH4PAetMiIJUJ0sqQS3wlDgyOvoEymOnruGUgowkCRckX4Xr8B37E1PmvcdnT/8epv/wG3vJS562aI2ew6FOXUex6AlxeiORo/zfxJPC3+wxmS4kZ4LNtJcgWKf0rPQVaXs++/K9DpEh8g4fmh+5wUwPOdsuFp59+ml/96lfccsstWLoCoyiKkhmRJjj8R6jZhvXRm7Eu/jz4TdzC6GlYJ1yC5V0f68vPsbKveCa42nL8ixRBuDXHWCJL96TKt0F0n5nsZ40di100bhnM9GXcMtDRBhdFyQO2TGgbXzMDRGAn5fyOIy9YyKSz/sH6vz7AmKULKC162YyvkrFPYRGYktkXY5Fja4J7OrSupeAUH2uCjuYsHBG607gcai7K510pfU0OGgTt7Nmzp8vPFRUVzpaIxsZGrr76ar7+9a8za9YsR6BQURRFySBuaZXPS9u4DYXuxD5iFtZ1/4e95lGsiUdi+dvFkGO6PrlQuhiItTVmzURoyVKIMBfKREAxApFtuZ8jshG8i/J5V8ogiluGGlpBoCj5QJRxDz7c9X+ullepjPyWYz48lbHHLTBCgO1iNh5/9tcoGw/FFan73FxjUrxXZPyEC41k4oOZKhWn6BOMSKlfrtUSSn/ToQ+Z5SYsW7aMSZMmdWw//vGPk17nM5/5jNNa8NnPfrbvfjlFUZTBjrQBNna1CLQCb0HgTjhqBvbkeUC76HI4Nxs/Kdt3+9L0549M/pbtzV33IBvcFRBNrSGVFnGJchwWeqlFoAzKuGWooRUEitJLbBkMmt5I2n/mbnoe9+hl0N5+JwJ87qLcrA3dKcrsrFLwzAB7EoSkUiDQ8/3yc6BREhkFHMCCW427QW+pf0yrCAYxFjZWlr15Vqw8c8WKFYwbN67j9WTVA4cPH3baCq655hp+/vOfO68dPGiCyfvuu4/6+nrnPUVRFKVb3NK6OWncYrW9CtWLjfaec0AktwRBxQlgpWoPKAbXZLDHgv2W0QiIR1yWqi6EuntjVQwFQgQPiyb3/jzhN7WKYJjGLUMNTRAoSi+wI60g24EU1j/j3w1NK7tm7d0jwe3PXItg9mUwciogvYBJEGXellUQbYTSkyAqFQuxDy5XOYQPgUsqFwqc3Q5uhLLTY1ZBufYdinDDRaafT9Kz7R/AQzVVOwRxWWbL9hhBkgNiU5gOn8/H9ddf73y/das4ceAkBYQDBw6wY0d7eayiKIoi2NGAcQtqWJ78gdScD5G4dka7JWYH6MncZaj0GPCJk9GG5PtYoyG8OSYSeCRmJSVm90epEQ10xv0CVxO2vQnFs2JWh70QG5QWA41bhmXcMtTQBIGi5Igdqoc9t0HbruQeuFJuXzQSq/aZztcijeAZB8U10NS11zohx1wHExZiuVIkB5xrVUP4BfN94/3gnRQTzZEvG0z5XOnpFBwJJKR7qewYaHy2d+dykgOy0vE6+MaDJwfbRGXIUlpayk033dTlNdEg+OMf/+joElx++eX9dm+KoigDDTvcCLX3Q2h/ctV9WbX3j8QKbY47sA1cNUaEOJKBiF/lGVA0BqwUyQEHqQ5rty+UhZRRcW4FUg3WBPYMCk60BaIRU80QFTemXtC+qBHdDVaVqd5UlDhs23asmbvj8XicbSCgGgSKkitt26Flk8nEJ2Pie3r0+DkCfqJBIAmCdCy7AaYelz45IFnvLn1vUQhtg9AOCO/o7K3rq1KotnVQdERuJYntBPdBcA8cuhPqHzc/D9FSrqGI9vIpiqIMMGRMDe4wvfLJGPF2CHeLOexWM567y9Jfo+psKBFbw7gEQ0ISTYQOxBIDseSAQx/19Le8Aq5RMceGHIk2QLQOwqsgsh7sBo1bBhF9FbesWbOG4uJiKisrqaqq6tg+9alPMVAYGGkKRRlk2OEGOPBA6p3c5eCtxGrY1zNTLaI9/urUx898O4xbgsWh2IAVSS1OKMmAdFh9lBMMbYGiBVA0G1rF3SEHDv2j688ta2NJBxE8UgZFL1+WvtXZ7p8IGWSl7WDmzJm9PpeiKMpQwRbh31RtBe3VAxK3BNd1e0OqJN3m/VSUHgX+abGJfpq4xRoBdiYChL2YsGdDYCOULjHxlKz+50L45a4/R3fFkg463RoM9HXcsmbNGubMmcNARCsIFCUHLE8F1vQvZLBjAreCaBuWZMRLRyc/bvFH4ci3Y7leAdsC3xLwHgPepeBdAm4R04k7t3s0iPpw+hsHq5jCIx+YAfDnQfSnndBeiLavKCgDnf6qIBg5cqTTdrBokdpNKYqidHwmu0uxxn4ogweSYDIrbZQi3uYpT35Y5alQdiTYK2OihvNi2/zYVxGejU/wj8hsIi7aSekSE3lB2gJEayGPrYxOBUGGWlNKv6OVj51oSktRcsQOtdv/JKDmNKg6FuruS3Bg0AyeRYkqCCw44UswegKWFZvw29shJB7C4nwg7QwusCaAd6HZP1of+185A+GgVin9PxJa40QTC5p/zHNpYDSJ1oMy4Mhlwq8alIqiKIXDlhbHZJQtg/JFEFqV4M2IaWMUDYJEVF8APhEmXt+5cs6u2EKGTJBd4BoL1sxYRUBDLG7JIEawd0PxQmiOaSwVPG7JUIQxY/J9PmUoxS3RaBSXa+Ct1w+8O1KUQYAdaYHN302+Q9USrIbHsMK1CQ6WSa4N5ROgqFumesmnYPRYLMsosnelXetAhAdFW2BlrJzNA4FE+ycgsgs8owtfsld8tMn45zvrX/cwSHuHJApUj2BAI1ZBriy3bO2FFEVRlMywo62w53fJdyhfgBV+DctOkEQQQUOngqC6Z5Kg8izwig5SojikffU8aqoFImsgIm5LsrghbQiZUAu+cYVf0yxdBu7S/Lcxhl83WlWyMKRxy5CNW/bs2cPOnTs7toaGFIuIMZYtW+a4MU2dOpUbb7yRuro6BgqaIFCULLGDh2HLT5Jb/fgngiQGwkl666SETQaKUXPh7O/D234Oiz8Gs98BExZgWVlas0nLQCgL1d3WV6H87MTtD3nBBV7xNQ6ZCX0+idRB7b+h/kkIbDMWk4qiKIqipNZN2veX5JoA3jHGUtBuTHKGoCx1gm8sjHoHjLoKKk8zVobiVkCWcYs4PNl7M99fkgtVFxj75ILgMtoJVmxCn1daIbw6Jlp4KLnrlTKoWbZsGZMmTerYfvzjHyfd1+v18o1vfIN169bR0tLCLbfcwp133smZZ55JODwwKk60xUBRsvUPrnsewimyfKPOwWpJIcznn+H08VmWDI7rzf+F06ZiR4/GstK5FSQikl2PW2QPNAeg7ExofgqizeQV/xxwFRu3hnwOhOM+bb7u+QVE3jS+xWJ9KKWNcj1lQKEtBoqiKP2PLRV3Ta9AJMWKZuWJWBFpZUyCCPe5iyG6H6JvmIm0vwaKZoL9Zi53lV3pvXXYLDpUnQ/1D+dfj6h4fqziUWKWPE7QfGeYr8EnISo6SnuN9aFHdBlUcHkoxS0rVqxg3DipdDFUVIiFZ2LmzZvnbO1IYuBXv/oV559/Po8++ijnnnsu/Y0mCBQlG9p2Qe0Tqffx1UDT/uTvly8FKfWLxz6EZYlbQZZYIyGcaZle/PVqoeUZKD3FZPIjB42Cb2h3atXhTPBJFl7UjovBMzJ2zjxw8HYYeQWMuw72/NRk/CvO6DuFYyUrZMzMtjUvDxqFiqIoSjyhfdC0IvUz8VZDKIXQseeIBAsRtSaWyJoaI96XLZYsOmyEyreZ+CJ0wCwUBHf2Pm4pmmHiFtsLllQ3iLZTHgi9bISlfadB8HEzyrlnawH3EIxbxo0bx8SJE3O+9sKFoisGO3ZkWY1TIDRBoCgZYofqYPdtqXcqmWkGrWT4Z5mB0So17gS9RUR/AqtzO1YqB5oeAt8s8B0BJceaDH3zMxBJM+iXnwfuSuOK0PAwRGIJEVcFuIriVgiy7Cn3joOyY0DsmJx7eaVzpUBcDFrXQ/FsqJLsqstYSbq8OfzySqGxctAUUA0CRVGUPLcW1N6feif/lBStBbE4Q3QJnPL+PMUt0VwnQdLLvxai48E7FrynmMRFw+PJ2zrbqbrYaChI3HL4PgjvMa+7q+LcnXLQwbEqwSWOTZJAiUJEfrdYMkXivchecI8Ft6wYyxJ1kUlGKAOO/oxbXnrpJeer6BEMBDRBoCgZYIuwTOv21K0FwugLsWTCnIyKpRB4Adxj8qPwLyVq0pffG4Jvmc0/12ylJ0LDvakHSsnal51oqg4qzoHAFmh5FvwzO3sEpcVAJvXp8E2BEReb76WFQ36n9potSQYI4cNw+F4I7DSvFUuiJQqWyqgMVLTFQFEUpZ/jluBeiKSY/AvVp2OF1yZ/3zPDiAu6RvR+pV5wYoRetgiIs0FkN7gmgmsSlJ8Kh+9MHbeIi1PFaWahQVoT2zZC45NQJG2RRXEuUxlUD4gVoveo2DEhM51qj1ukHcN5vQXkudoSo0mCQHQebLXrGcD0Vdxy4403MmvWLKe1oLq6mqeeeopPfvKTnHDCCc5rAwFNEChKJoTrYf89qfepORUiB5L39JfIyvjezsRAXvrz85iFDrwBrnIjMOifB4EUOgqhLXB4i/k+uBnKzoLgRvBO7PZpmWCwltLA0qXGT7lIyhZjAYcMnOJ3HI8oCjvHlED1RVB7F3gqoWRBz32VAYWkblxZDpya7lEURckTkhioT9MSWbY0Vj2QRMfIPQ3sg3FxSz768/P4SR+V9oJik7woWQQtryTfVxY0DmyMfb8BKs+HtvXgm5zBLM8LrqlG3Nk92ixQCM6Ev1sVY4cAtA88CyEs+g9yj+N77qsMy7jli1/8Ij/4wQ+46aabOHDggFM18OlPf5rrr79+wFgeaoJAUTLJwrdsNkmCZHhHQuXRWIfvSr5P6RwIPBvLnrvyU0Eg5WveSRBKIS6UbZLAO8FUArhLjKhR+JBpOZCSOFnd7y4OJEkFSQRI5UG8wrBM7n2TILija3JgxOWxkj4rNrjGkhypBmh5T55xzYVQ/7hRG5YEQfeKA0VRFEUZ5jhxi1TcpaoekHJ7sTYMmdLmhLjHQ0Qm3SKoZ+WngiBaZ/STnMRDHpB2Bc+IWCVAqYnVRJtJYhepMpQJe7Tbc5B2SMdu+rSuIsdOPFEN9uG4nb3gPcYkIjriFldmcQtlsSTBm2CNMAkCJ8ki8ZTGLcOVMWPG8L//+7/ONlDRBIGiZFQ9ICX3SRh9CZTOwGp4LHl5m5S1hbfG3vfF9AfykCCI7AP3qPwlCGQQlQoIERd0z4q9FjI9fu4yU+rfeF/XY0qPN18tUQCOQ0r2yo+HQ3EJgopTOpMDzjFZDJAun0k4jLjCVF9I8NO8EorngG9iZ7WBMiBQDQJFUZT+rB54Kvn7VWdC0RSs8LrkcYvnSGMv6LwvE1sZr/PQb20fANeo/CUIHF2CNnBXQPFc85I4NzhxS7mxnXbaD+gaiwjd4waZwLunQ3hl52tOLBRLDmQbt4jeAdVGqFDcEaKHQdwipA3BJXoIWgk5kNC4pZOBUcegKAPduSBZFr7yWCgeacrVIvEZ53g84JcsvJTCCUFwSf98Pqz56sygmE/a3oBoXBmhiABKckBaAeRrd9pbBBIh9yYJgY6f45IDuSDHSmWDpwp8E6D8RGh8Dmr/DQHpSWzreu/KgFAEznRTFEVR8kBof4p2x4VQJGXy+8BOZnPsAleV2cecEKxo1yrBnKnPU/zTrdUgvv1BFhQkOSDxiTg1ZRO3OPdW0vXn3sYtTmVCibE4dB8Bkc0QWm2qKRzdgzxUZih5QeMWgyYIFCWdc8G+FG0DI07Bqn8Sq2VN8n2qzulqH2S3xkrjq/MzSDoZ6m4l/705b3hn8qAhUf9c3d9NKV8ipA2geGbnz5E8WQd1aTu4DGouhvpHoO5+01MoqwfKgBD7yXZTFEVRcscON0KdWOoloXKZUzlgRbYl38e7CKLx7weMGJ9McGU1Pe/6ScWxNoYckWqEZLpOkizozsE/pnCc8pgKh45zd7Ol7g0yyEnCwnu0ETkMvwHh1yAqyRpd3OhvNG7pRFsMFCUJtmR0m99M7lww8lxok4l/kg91KXWT8ne3HwJSxhdHaC34loBnEYRe7GXZnruzp67iwsS71P0ty4+FRLnD2Gulp0Drqk4tArE7lASBDHrdhQNFX6DkKOMx3LbZvJZvFV9PrIJCkgRSSdC8GvxTexdsKL1GS/UURVH6FlvE89q2GP2gRFScBNE9yVscXROM7oAsPEg5fDzRDeA+EjzzIPxyL++0PcYoBu/SxLuEns7ifMl6+mPXqTgTmlZ0ahG4q02CQKoce8QtYqE8CVyjIXqwMHFLeyWGJGJCYue8I+YSodOy/kTjlk70X6KiJCMg5fuS6R0BoQQr5BXzsGq79bXFU3Y0hDdCMEF7gpSViVeue6rxz+2Sqc8SGcjLzjW9bPHWfzKgOe9bUH4RNIoXcgYZ6uKjjNBPj+vEBkdR/JXNEQByx8rm3MkLktzFZvPGZeQLgSQqRrwz9r3qEfQ3ogSctRqwVhAoiqLkTrDBiO7JeJioYq90NlZoRfLjPVPNZDVRe4K4HUT3gjXeWAvKfjkjk/DFMdG+uMl3fNziWQrhVZkJI7qmAQnaH9rPK8LGsoUOmnhFYpxUcYvTEuCLiTAXEomNjjaF7apH0O9o3NKJJggUJQF2JIi97h7Y9TLWyZ8GdxgO3AOh2ridoslX/ksWm7I0x9YwCaH1xhfXMwWiJabULFt8J8nIlzizHf+aYy14EjQ/2f4muCqNsI9sHcdIf7+sHmTQfSSqwQMJR58gQa+hoiiKogyDuIWt98L+1XDUteC2jc1hfKIgVdwiCxaO4F8K8UBZzBARY2uimdxG49onM8VznKnwSxe3SGzjnguReMtlSf5LK0Go636umsxW+KUtcSDh3HM+dB0UJb9ogkBREtG0D9b+wxG8s/99HVRPxzr9C0Zc58B/INKaehItmgRli43yb5eBLEG/v1eseUaDV8rcXCap4CgHp8E1tmtZnegaSNlgvGVPO5IpF7eDqqti6r7BWOY+aFwJpApBvpckgq6+K3kgF00B1SBQFEXJkdYDsPFO08v+1GegfCoc8xmwWoyjQbQlddwS2WoqCJypQYpqQ+mXlxV7lyQKJG6xILof7BQLIu1YY0yc01ExIPGRVBAkaAl07rUCvKfE+vNj9oDy1WlxiH0vSYS8iCcqwx2NWzrRBIGidMMOtWG//u+uaviHN2Pf+XEYfzTWideBxwWtKVb8RWE/cjB1ckAIi3+vDLSSifdCZDe4J8YG3F3Jj7PEW3dOV4FCGUzbXgf/kT176trdCJyvMhDHBmNZTKi4yFxPLIGs0v7zbJYgQSwRqydgufWjabCjA62iKErfYIcDsOXerkJ3jVvhyeth5FGw8KPg8UAkRVwhPfDS/piuFVHaDESrwGlrlIWGg+bnqAvsVIsbpeCe0U1Y2WWqEqRlIZEIcvu+ztfY9xIueJbF4pZQv1kFdsQt0rbgHYHltCwogxmNWzpRFwNF6U7TXnjz3sTPZfcq7DuuwX7jcSheCGUnJM6ziRBQKJOWAUkgxJR3I3sgvAkCz8aSBMkmyR7wHdfTvUAqA7zjEw+yyZBEgqsk1rNY1ZlE6ONB1rIs7J+8Hft3H4DmuDYOZdBiYee0KYqiKFnSug+2PZD4vYOvwOPXwpYnwD0ZPLMTh/+y6BDdksHFwrGV/5h7gGgRRF4B97gE7gQdJwfvkp5xi2OfWJPdeqXEOJIUcDQCREvA029xC1u+C9t/BuGYaLMyqNG4pRNNEChKHHaoFVtaC5w+vRTUbgLbD6ULYeSVRqm/3cldnAtsycJnaLUnWWhR1hVBQ4cIhDaD9xhwTenpEO+envj+ZHLvlpK/bv9bt4v+RNNUM+QZO2JWIexoYoEhu60JOxx0BtnoQzdD82EIB7FvvoToIz/DDrSY/WJflcGF2gUpiqIUHjvcCptEMDlN3NKwGSIiDjgFfCfGNAdi8YVrPNiiVZBpnCBxS3OcUGEUwlIBuRhcsSrIeCSWSRhXecCq6Nlf1h639LH1n+Ne1e4Gkej9SCt2NGwWNQ7cC5Emc49bv4d94D5sp9WTjq/K4ELjlk60jldRulcPbHw09TOxXFhHfxDLHxPE81RB2TIomQtNL0PZMRB4Pktf3G5KueJwIKWA3nngXQaR7RA9ZCoLJEufqI9QsulSRdC9zC20B1pWgn8m+Kcn9gTOM5IUkDYBu/kwVml14p1a67FX3Y295v6eVQMv3IZ9aDtMX4b91jNw5JkwdhbW+LldryNBhB3FcqUv7ZNkBE21sOUlGDcbRk3XVoZCYllY2doSRNXGQFEUJSta9sPOJ9Ls5ILZ78HyxeIWaSe0ZpqYQioXpdUxsiaLi0rcUtrNYGAvRESfYAZ4jobITrBrTfLBNSZJ3OKJJQG6vRfeD4HXwDsVvJP6Jm6RWMJyY4ebsDxJBI9Ff6rhSeyGVSY5EE/dcqfdwC6eCc2vY5cthKLxWEUTE7YmWBmIQUsygkgjtGwE/wTwj8bqh4qJYYPGLR3ovzJFiWEHm7Ff+Wtyhd92Zp0P5VJK1231XlR0y0+ByObMbHk6DzYCgT2EgaIQWgvRcSZR4DkiJkqYpA3AER9sM4sI7YNpyysmOdA+4EpLgXdi3lsJ7KZDRj+gaiyUj3Im7NHHfw0bn4P3/hSrpKpzX6diIoL9xG9h3SPJT7rhWewNz5pjthjPZdvthZpJcEDKIG0oG4n1od9B5Rjs1kas4vLkCQuPj+gtH4IWsa/0Yr3v59gT55syQUVRFEUZZNihFthwe/q4ZfI5UCLCxnE4NsWiZzQX7J3pKxC6HhxrM3B3i3dkfN8A9kiTKLDEflCuk2S64SQHJHYRocJYXNK2ziQHBNFyksUP79js2iczwA43Gv0ATzV4KpwJu33wIWh+E3vCh7E8pd0m9VE49DA0pUikNL9pNqF1kzlWnrO4JwT3m+fjLodJ14K3yqlIsMQGOtH9OYsfHuytv4BIs/l7TfgIdtFkjVuUgqMtBorSTuNe2PJkmv9jvFjzLsPyJlHMtURdN5MevvbziaKvPzZIJhmcRZtAJv6i0ptqgJSkgLuiMzkgLQVBGfTjaHwcmp4xr4cOmEEnR9pbBJyBs/Eg9p+vxf7Ttdgv3UH0V1fBy/+CfRtN60AcMiGX6gJrwTnZXzQSggObO4OhpoPYP72U6H+fYCoDkiAJC6dn8OQPdpzH/tdXnPtWCoMsjuSyKYqiKBnSsg/2PJN6H5cHpl+E5UkRt6QSRe6x/4iY60AkeWLCsUoMxLQCUqxFyntir9we20jcEu7mhtD6HLS8ZKohw7XGjSFHTItAyMQt4QbY+VvY+Ruoew5720+g/nkI7u1RHeDELTJBr1iUy0UhuK/zWUlFwNbvY2/4L1MZkAQnYSH3WX1G53n2/M0crxQEjVs60QoCRXH63BuxV96S/lkseg+Ud8vCtyOT/JB82GcotCb9f94jzITe8SlOkb23ZUDsXIXPCHEliCQQ/AtuMZtzD5VQfjq4q7OfnTUewP7zJ+HE92EVV5rX6vfCwz/tut/OtTBqWs+yOU+eSwZrupbxJcKOb2WQ5ED9HuzykZqNLwCqBqwoilI47GATrP9z+h1nXAnFY5KcRErYt2cet1jjwR1zHIg2pak6aAMSV/UlJwgR0XBK4PgkmyAtmSUngKsi+7hFkgK7fgfVp3ZaOofr4OB93W59O/jH9NQnyHMVg7gfpCU+IRBpgFAttrtc45YCoHFLJ7peoyhC/U7YuSL1s/CWYh1xBpaUuSfCbjY9d5ngOwq8s417gIjhSJWAZNETIZUDriyTA+aG0ostSmKi7j8QPpi9iKGvBEoq4ZGfYt/z38nvoqU+Vp4X+1km5nV7sO/+H/JK3DW6vhx7BmIDtfahru/d8WUn0aEUANEfyGVTFEVR0tO8G/bHWgiT4SmBCacmj1tkEm9L6XsGuOcYgUPH3jAaqxJIUpUgVspWtsmB9jxFmrhFRJ2bHoXI4ezjFse5qRQO3g/77ki+X6Sla9wiiYXQ4dTH5ESauEXaOBpf6frmnr9CWBaVlLyjcUsHWkGgDHvs1jrsF3+Z9jlYSz8CZWOS9/8HY31n6fCfGMt8uztbC3wLzXstCewV/ceCFdejJqvvUjKY9ob94BlhtAdSEoH6e8E/A0qOBncScZ4e57eM2N/BrSl3c534vo7v7dYG7H9/E7atznzFIkPsTS84QoYEmqF2BwRbzT021xJ99SHYsLznQVJR0NYEFaPzei9Kbi0D2mKgKIqSHjtQD+t+l37HuVdDyagkJwlBJMOWSPdRMWHD9rhFeulF5FCEkJ/uub9HYhp/3LXCmdkRygq9VDRGDqXZMQLNj4F3ChQtMHbNGWE5woGEUsdFVs2pnbceaYG9/4DWmPZRPml+C9s/HsT1QPQQJJYUIs3Yjas69QzikfaHqFRnKPlG45ZONEGgKHXb4cAbqZ9DcQ1MXJpcLd+WD+wMVqIdJd8yM8jKQBDebI7zzIRIt747GYz9y2LaAyIIJBUBbdC8AtxV4J1gsuFOj5/4Ane3FfJB+RkQ2AwtaaojZNALbDCDbMkxPc/Vfe9IBPvx3/RYkU+6f+1OU3Eg2g1V42DbKvLOS//COukD2Osexb7/B6n3HS/uEH7nPux7vwdXfA+rTLyYlXxhejazqwhQwUhFUZQMaNoBdetT7+OvhlFHm975ZK2L9uEMNQdKYsmBEETFneAwuCYbd6UuFIFnQayCoD1uCUDbK2ZhxDM2LmZJErdI+0BoO7Slc1WwIbTVxC3++enjFmkREJHB7ivyyfYPHorFWF7wVkOr6B/lmfrnsUacjt24Bg7clXpfv7g5eM197Ps39vj3JXdbUHJC45ZONEGgDGvs1sPYL/4i7X7W8Z+C0iSrzDL4BWOKu+koWhorzROl38MQjgnUBI1Kfxd8800pnHONqElt1j8C4fZEhBzjBs8o8E02FobtPXXtyM++iRkkCGKE9sUy/en67Gxcl3yNaPMh2Jz63NHvnQGhNljwNqgYA68+SEFoOmjECjPa9wCu6+/CfuHvMOUo8CVWEVZ62cuXbQWBdhgoiqKkxA7UwWsZVA/M/xgUJ6sekF7/5AJ5XfDM64xb7AaIxrQAIq/33FeqCtorHtvjlublnRUBgbUmbnHXgHc8eCf3XP2XnyWRQIa2ixIT+TKJW8Aa+07jXtC6IeV+9savm2RImbSDVkGDVD0WgEijESvMaN8GrMlfwj78DBT3jWX1cEPjlk40QaAMb2q3QK2xoklKxUQYfWTS1U0R3LNkZT8dkjWPthrdgWgzBFNksd0TwIoJ/7UL09TfE7MViidiFH9lC243NotiodN9sC07CQJbjNhNtCH5dYtkcE+y2uAsONSZKoBVdxN9azlsyyATL8kBIcNqgz6hYT/RWz+N9e7/TdGbqSiKoigDjIat0JimNaB0AlTPTh632BEsEQRMi6/TRcluhUiKqgVrlKmQbEdEDJse6WbfLEQgIi5KByC0G4qP7bm4IRULsqAS3m7iJUcQMdktTk0dt4SbzWS6fgV28+vQmrot0hwUi7WaMqs26BPC9dg7/w8mfDB5VYii5AlNECjDEjsaMdZ3L/487b7WCddjlSRWmrWbDmC//Ec49v3gbsIKv9XNEzgO74LYIBuKuR0kEdeR7LsjYNhuVxiElpUJkgPdkCRBw0NQfXnX16VErmg2+I+ICfoETaJCevBCe83rkrSQagX5mmLZ1yqpIvqzyxyRwUHPlpdh04vYM0/U0vZCoHLAiqIoecOZ1MvEMBPtgQWfwCpKEbe89Ac47oPgbcOytyUXBpSKgHYrZsftoPtkvx2/cWbqsCsMQtvaFPvHkCRBy1NQfn7X1yX+kapI3xQT+0jFg+PMdNBUDIj2gCPgXJw+bvGUYm/5AYQzaKcY6LRuMroFpXM0bikEGrd0oC4GyrCkQ0tA9AdSMXoe1ExP+JajcLtnDbz1APZf3o394t3Y7qXYHtm/W9ZeXnOJlaBlPHwjsRK9RHjnxZXoRSCwEYIZZLyFVP64IhDkLjbWht6xULIQKs6EoiPANx48lZmVrE2Yz1DBvvu/4XAW/s9KxqifsKIoSv7oWDUW/YFUVM+F8inJ45bda2D9A9h/ugL72dux7SOxrQk94xbXRONE4GgJiNvBvuTXdB/R6WggcUtoG4QzdHWSCoFkyO/sKgK36BeMAv9cKDnRJA68Y8zrmVgPFk1myLDvdsfqUMk/Grd0ogkCZVhitzUQ/fdH0u5nHXstVlFcqX88TXuxn4urQHjjXjPgrluN7T0eW9oEpNfOfxx4Z5qVfDKw8JGVfGdAlox9PbRkIeg38oNkRZZlanYkhOsd38L6ryc7XxTxwcEqP9/WiP3k/2G3pUisdEfUg8VeKV1FxzDHclk5bYqiKEpP7GAj9lOfTv9o5n0Yy58kbmmUuOVnXeOW31+G/erz2CzAljYBRyNgoREhtHyZxS0Ux+KWiGkHCGSoyyRUvpOCxi12GGvcu+CIb8edQ36vQTreSAxy8BHsSGsWxwRMe6njQKEkQ+OWTrTFQBme7HsNDqfp4ZtyMlTKJD+x7oC9ZTkEEvTzv3QL9so/wamfgxnnYEkeLr4PUBIA/pNFrQfC+yCyLfZ6JXhmm947JwO/BxoeycBWx23aCtrtCQPbwB9bPZDVgjwqv3X067c2YF1zC5SNNG4A9Xuxf3c1g45pS7Au/BRYdWAXZbYSISWObS9C0XHgEVcK/RhNhFbqKYqi5JHa16ExTTXh2OOhdHzCt+xILG5pSxC3rLgF++U/welfgBln9IxbJC5xHx1rUTwEdqzNUDQHXFNj7ZOiibQfWp7JLG6RtoJ2gcLQLuPMVIi4pX2MltbKSdeBR6oivBCqgx1xyZLBQvERMOY8sUAA25tZDCKuE+G14FkErhqNW5KgcUsnGtkqww67pTa9c4Hlwjr6/Vi+JBYyjfvg5T8kPz4ahie+BxUTYMw8c92IEQSy3D6QTXCNgOhE04fnmWKqDGRwlB67hkcz89wtXWqy4YfvipUBhsB7ubE3FO2BAvxvbpWPBNli2JmIFQ40Lvg81vzjsALPGj2IknMgnWChlEIGXjXft62A8ksLEtAMCXJwMRisCzqKoiiFxG47nIH2gAtmXYXl7Sb4107TXnjp96njlse+A+XjYWwsbgnH4haP2BbG4iERULbHiH8xuMab+EPGwEgttCzPLG4pWmQm6Y0Px+KWsEkYiL2hb3ph4haPtClUdPxst6ZZJBqIjLoYyo/ACktlaRi8J6Sf7Iu4pKOPJYe8Cv6zYq9r3NIDjVs6GKR1wYrSC5r3QVOKXjph9oVQNi7hW3Y4gP3GfRDOwLkgEnLK8jsSA9Foz1I5d3VnC4KTHNgPDQ9mUNLXfo1mI04oNkIygRUxn9q/Qdsbffa/uDXnFAYN5aPg8v/GWnAsVuC5TrHIwCojrJQKRyypvawv2qkN4WhLZKIIrSiKoihZ0rrfbKmYci6UiD1gL+OWaFzcIokBsSvsoQtQAa4pccmBQ9D8VOZxi2gxNT9t7J6dMTUEjXdDcGPfxS1lJgkyKJDExth3xZIDsiATaxUIv5G+3dFpKwi0/wCRmO5SeyuroiRAEwTKsHIucL5ulJX5FLi9WPMuxRI7v0Q07oW1d2R2zRd/5yQJzPXDyc/pfFDLB3e9mexn098uSsGSVOhyPrFSFJ/jFJaGeUJEj+xgFr1w/cWiC7BuuB3r2l9iTfFhtT3fs3UglV2l/H26r4wEVnZ+H1xvShgVg+gJ5LIpiqIosWEnNuHeFaf7kwiXF6a9HcvTrnWUIG55NcO45YXfZhe3RBtjyYEs4pbgm2bM7XK+mMtTKkvDfMYtgyGpX34MTL0RJl8D/nAsOdCtdUDcHVLGLd2SNuHX477fkjruGW5o3NKBthgowwbH1rBuG7z5n9Q7HvU+KEuShQ82Y6/+m+m1y4TajVgi4udc3xMncldvyuuk/04UekVsJrgZWlb3XvxOBtlK6e2LOSEUGPFZtlvrGZCUjYDzb8SaOh/sg1jh1RBIERSI6rJrdnIRJBEn7E7jXWBJ9Ye4U+yHomXgKhv2LQfay6coitI7LMuF3bgDtj2QeseZV0LxmORxy6q/QmyRJC2HEsUtInLXaMrZHXvBIhPLSEtAYF16O8N0yBhaerr52ge9Zk7cEm5hQCLxw+iLoGSikwCwIutiFtVJiO4zi0LJ4hY7wUJR4DFRmJYVJuOI4JlvdCaGeaukxi2daIJAGTbYTfuxn7u5Z7lcPL4yrGmnd4rxdadhN2wU4cAMiWXhO29CbAs3Q3Ns9br8bPDUQOtaaIvL6vaG8lONlWFfftAPJBcDKYk8/j1Yx5wHfheEN2EFn87sWKkC8IpycwLtCXme7tEJDoqY5IAQrYOWx6D4BNM6kono4RAlF1cCdTFQFEXpxG49AGt/lTpuEc2B8adguZOE9PW7YUMv4xZJBLTFHJVKRGS5EgLrIbghP3+u4mPBFbNU7DMG0mTYA9WnQOVRprY7sh0r/HJmh0a2gGucmeAnnPGOSHCQ/Htq60wghF4E71GA2EYO36mhxi2dDN9/BcqwwvH+3bsG9sYE5pJgLf0YlCfJwrc1YL/4myyvbGHXbceqinnwRpqg+aXOtxsfNR/G+bTMa3waKs+NTVD7aABsLXwrQ0ZMPQbrXd+C8FYj4hPI9rlGIbQDfDMTD5KOH/MYiKTSsIhA6zPgmwfeqeaYYewnnO0xiqIoSixuOfQa1KaxDJz7ISgZnTxueeHXWT5OC/vwNqzqKZ16AW1rOt92hAhltTqP/eutK6D0VOPm1FdxS6Rl4LgSjLsCojuxoq8ZsciskDaPPWBNTVxFIDoRkiSwD6U4hySBVoJ7BrhFeDJJq8oQR+OWTjQcU4YHrYexX/tn6n1KRsKEY5ySvoRIe8KuWAY9UxZcZs7bjogIdhlU7fwmB5xTtkL9vcY2KNKYw2CTA8lWLvoa6ZWM7seSvrps+iHjCb5uBJcSrdiIoE97tUDa86wzTgfO33z4ISWcuWyKoiiKlIHXwaa7Uj+KohEw8qjkccvhHOOW0lGdP0uCQCaQHUhfe57jCumDb3ocwnuN8HJfiOe5kpTk9zWiH2EfwoqKeGCOv3dkc0zwMVGlifztMtRHimyE0GvDVk9J45ZONEGgDA9kcl+7KeUu1vGf6joodrdGXP7T7K5ZMQFrweVOL58dik0qRRfAlcSCKJ9I0kHEDg/fadoXHKGadMdksE8yiisZEGx5STwYe3+e1ueMZVP8M5GAxREibMz8PGJfKZ7QojnRm+erKIqiDC+adkBjGiu++R+D4rhFiO5xyzM3Z3fNyglYi95p4pZge9xSlLh8Pe+EoOVpaHrAtC8UOm7pi1gsE5o3gpWHexEBQ2kX6BK3REwLQqYLG84xtaaaQMQiNW4ZtmiCQBkW2MU+rAtugpGzE+8gLQCj5iRfwTz4VtoEQxf85Vjn/j+sstHY9Tvh0GbzursKasSq5kz6BpnUbk2uciviiKF90PwyNDwCjcshuNu8ntVlglCZWNixT3E8m/OxCh2F1uUQjWudkJYDV1X2p7KboeUJiOxNLTQ01LBiI0w2mxYQKIqiGNxuOOF7UDkz8RMpmwRVs5LHLQd6EbfU7YTaWNwiloYVb4eSE/voLyPl7juNZXMiRDBREvjBNyCwAgKvQPiAEU3MdiHFk8OYnnfCeRr8bAitEsGtzpek5cCqyOFcEhu+CNGDw8sKUeOWDgZIXbCiFKB3L9IGblGXD2Nt/SV4KuGka7FamrCf/zk07unY3zr+eqySREIu8ll7AHt5dll464yvQuUk7OYD2I/9D9bCK7raAmXqFZwPxOqw+we883waoelZ04oQT9ub4J0I5SeCO8PVeK8fSqqgfi/9SsWYPLZsRKDtRSg+sXOlQXQdcj2XVCX4jgTvtGGhS6BqwIqiKLnHLbzxv+CrgnkfglAbrPsttMSNsfM/jlVUkzxueeam7D6zz/qas1jixC2P/jfWUVd2fpjLvaUSSsw3UqnnxC1xvfDOPbRAYA1ED3TdP7wNXKPBv8i4Q2WCiAi7SyFcR78isWk+45bwq+A92jgbCFauFZ5RU5Xgng7uicNCl0Djlk40QaAMTaJBLI/5cLTXftm8Fq7H2vZLKBpnBkIZGMTZYPPjUD01uQfx7tXQlEqUrhtzLoTRcyEcwH7pD6Y6YdzCjvtyetKbV9B3yCAb7Zp9D9dCw2PJ/W8le1//IFS+DdwVmfX+zzkN9rxJvzJCRJXa8hukiP2kbza4fIltDrPWNzgI/sXgTuCUMOTEfrJ1MSjY7SiKogyeuGXFZ8xrwTp488dQPB6O/hx4y0CcDXY9AxUxEcFEcYvoDmQTt8yNi1tW/B6qJ8PYWNwik1dHqPAV+o5It7glBHY9tInIc7LKgv3Q9jwUHZdZ+4D0/pfNh0C3RZK+xisCk0mqPHNBkijhHeCZZpIg8tx6g6NvUAeeuZknXwYpGrd0ogkCZWhm4WNKrnaooWe5fNse2HozeEXl34O17Asdnr89aNyH/fwvM7+4pwhr0RVY/jLHVpH6nVhnfxOrqNys2EtiQEr++5rgLvD5zMDRsgYCGZQdSt98/UNQeV7ayawlCYJJC7DlObb3LY6ZifWOb2H/6ir6jJGT8y8KGHrLiP/4F4BviilrlLaBXInsh9anjBWilG4m8y4e5KgasKIoSg5xS7C+Z9zSuhte/x74aoy43oJvYHlTxC3PZRu3XNk1bjnnW1jFErc0GQeD8M6+/1OG9xsFfmmRDG2ASAb3IOX1bS9A0fFpJ7OWy4ddNAVcfrNwIvjGwbh3wbaf0Gf4RiZfrMmV6DaQ+Nczy7gShKVdpBfCg44uwUvgXWxsoIdoNl/jlk40QaAMPeSDvt1/vjmFwE/oMOHq81j/7ycpHzeKUfNmUDKis4TcjoSxtzwDgcwt/KyTrofycdjNB7Ef+BLWGV/BKq6CoIgNPUqf4ZsFxbNNZjooqsANRrRQ+vSyQZIEoktQIfZDsXK1ZIybg/WxP8Pu9VhHnt7xcp9K81WNx8pGjCcrscHHTZKg7Fxo/Hfv2kQkGBBdAv9R4Bk/NFsOtFZPURQlMyIBcMVC8sYUCfxgLeHRF7H+zhRxy+ans4tbTr4BKmJxy31fxDozFreEd0PLs333F5T2O98R4BlhnIREJC8gffBZVu5JkiDwKhQtTl8W758Akz8Nbbuwyhd0noI+xFuD1ZvJezLsw0ZHwD0T/CdB4LFetrcGIbQCPHPANWpothxo3NKBJgiUIZiFd2G129dsvzXF3i7qmmdw53vegR2JMOXUZZzz4y8xYsYU/BVl0LQXXv5D5hcftxgmLYtd9wWYuNRJFjiT88Yn6FOK55gWAke0p5cCM9JucPjfUPX2lJoElq8YZKsaj93SAG0NWDUT6VNGTkwuyJgPAmvBNQJKTjUT/F5hQ2C1CcKKjh7ypXuKoihKqrglFpJvShV3uKgLzEketzRmGbeMXwyTY3HLthdg0lKoGG8m5y0v9O2fyz8DAi9DINjNVjEHovug9UkoOjnl2Gq5feCucSbpdqTFqdywfIn1qAqGt8a4DxSKyAYjsOxdYib4vcKG8Btg7Y+1HKRZOFIGLUOzRkQZvtgRp2zM+fbwKpAP/CQERlzB0//vt84gK2x7agW/O+Yd3Pvxr1O3bSf2rldMVj8T3H6nesAqrnbED+21/8Sa/w4st2WEAHs72GWDb4Yps5cBPl9exdJ/GBA3hFj2OZ31TVEJlFRjb3iOvsSqGFnYBIEg7gYSUHjGyR++9+eLSCCz3LSgDCFLIScR78pyUxcDRVGGY9wiE1X59uBLEE7ewhYY+97UcctuUfTPcAz0+J3qgY645dU7sBZchuVxQevLfRu3eKeasdtuzd91pVJPEvDt42q68VVaDdyl2E19rKXkrUju2JAvxN3AVWlW/vMx9bMPQXiViTU1buk1Bw8eZOPGjTQ357lFthdogkAZUrRn4G0ZYHf8LfmOrhJq91fy2m339XhLXvvFkReybXsR9vk/gREz01/3pE9D5XijHPzgl7FOugGrfIyx4gn3pbK/C4rnQ8Pj+T+1WCFm0Hdmi9Vg7U7Yv9HRJehTissKnyCQpIsET6IhUH5J/sQQHSvEWuNbPBRwWY5IYTabHKMoijIs45ZQE2z6U/Id3SXU1lanj1vE0jmjuOV6p1rAiVvu/y+sUz4Ti1vqTFtdn+EC/2xTPZBvQm9mlHm2o2EIHTItmcWJxR8LhiQmkgkv5tU6ch14jwJ/nmy2pZ1TKhJEBFHjlpypra1l4cKFzJw5kwceeICBgrYYKEMGOxrCElVaYe0XUu7bUvVuHr76h0nfD7e08ufzrqNs/Giuf+WvuFt2YT/3M1O+151pJ8Ok48w9bHocRs2FETMg0gxNfbuCTskyaF1XIBvFCBz8E5SfbnoEpWyv28BrtzXBW8ux//MdkAG3r4mEjXd0oW0kxVKpcRuUXwbFpxrRwd7guBpUm1UE6b10Mv2Du79PW/kURVGyiFte+nTKfVtGX83DH/pRZnHLmr/ibt6FvfynyeOWybG4ZePjxsFA4pZoK7St7Ns/m1gThrYULm5pvg/8S4woMEU94xaxlmx+A/b9q2+rJjpvIFaNWOCYKbobArvBf3as3aCXCRnXLFmVARHVpAG8I50k1mCmP+KWa6+9llmzZrFnT6f1+kBAKwiUIYMMsmLvY2+4OfWOvhoObgux7cn0vViVk8Zh1W/BfuEWrDO+inXaf0FRVecOVVOxjr8Oq6Qamg/BWw9hLfmA6ccXt4JoAfvKeuAC7xgIbCjcJcTuqOFhqLvb0VZweie777L2of5JDsi16/b1bS9/47/AM7J3udaS082/E0kyiEVT23NG60ACtUFMttUDHVUEiqIowy1uee0HqXf0jeDgjkjmcUtgJ2y7Hett38A6o1vcUj0V68RPmril5RCsfxBr6dUmbgntiLUn9mXcMhoi2wt4jTAEXoC2px0HokRxCw1i4dhP1XuherD6UKg48Ai4qnvXIuleDM0b4cBtUHsX1P4bGp42rheDmL6OW/7+97/z9NNP86MfJU/89ReaIFCGBHao0XwTqoOmt1Lu21T6bu679r8zOu+7bv0m1rM/h0Mbsf91LfYbD2Kd9z04/jooHY11zjexykZjtxzCfvanWKf/F5YI/DiWhuLX24eULIG21/tGf1c0CeruxhKXgzisojKsE99Hv7FnE7bVxxns8D4ovzi3Y/1HQ2gbhLtZX4qdU5uoNw/iwdbKcVMURRkG2MHYAkLwMDSk7ntvqvlA5nHLbd/C9eb/QeNmePGL2LXLsd7+AzjhOigbjfW2b5m4pfkQ9vKbnQSCE7dIP3nbq/Qp4gzkVA/0AaJJ0PoUlrgcxGG5i6DmVPqNwD7svkwQCNGD4D8j98qBxjXQ8lrX11vXQ+1/IFzHoKUP45bdu3dz3XXX8atf/YqqqrgE3gBBEwTK0MCOYAdr4Y3/l3q/kinsXrObA+vSr7LPvvhMSto2QXNcL96uldh3fBT2b8C6+KeSqscOh0yJ3vijnIoCx2axZVXfZ6O9Y0Hut6+Qcvi29T0FaqonQNlI8PiwzvokFCV3Psg7+zaCqw+vJ4jAYMvy3I51i5XUtsTvReug9ZmYLkH/VGT0hqwFCmNbtjQ1NTniPrJt2bKFQKDQGhSKoih5ilvaDsErX0u9X+k0dq/dm1nccslZlFjbQc4bwzq0Bl74HER2Y13ys25xy2KongZRGc9f64e4RaoHdvbhBUVrYHvPuMU7wrg0WR4YeV7fqvOL7gFl9Cmh1RCUODUXSqD1tSTn3Q8H74DgHoiGGE5xy549e9i5c2fH1tCQuoL4wx/+MGeffTYXX5zjAlOB0QSBMjQQFVjpI3Ns/ZJT772Y+z+ZWRb+kp/dAC/+JvGbkSB4S7Gk+ahxN4hrwZQTsTxeiByGYB9lxOORxIS7jwcZETPq3jdYMRrryu9jfepfcNSFEOhDVdbdr4PVx8+g3YkgW7xzIZym50wEF1ufNissaf5tD1eeeuopzj33XGc7/fTTqaio4LTTTmPdOtHiyI4XXniBffty+FsqiqJki6/SfK5L7JKC+rJ3Zh63/PIzWOsTCx1aMp74yzrjFnEtmBqLW6L1EN7R939DSUz0ddWfLRWn3RIEngoY/36Y+gWoWNK3423bzr5/Bu1OBNnimgatb6WvMJUkQfOrRotrmLBs2TImTZrUsf34xz9Ouu9vfvMbVqxYwU9/+tNeX7dQcYsmCJShgVQPbLgp5S52+QK2PLWWhp3pXQWOu+H9ePe9CIEEJd6lo7COvQbLX4rdehj7hV9jnfPfUDEOO9IKra/3z/9aLa9AyTF9e00R07O69rFJ8GGNnwtuD/YLf8d61w/7pna8pAqmHgPWIPDl9cwyQo+hNANtO8F1EIhZCg0SnH8H2fby5aD2c8EFF3RUEGzdutXJ4ns8Hs4///ysqwm+973vOYO2oihKwQkcgte+l3IXu3IRW55+LbO45TPvx9e0KrFNYtEImP1eLG+JiVue+xXWuf/jxC1I3OJoF/VD3BJYB745fXtNq7RHuZozXhVNNPFM3XIY/4G+iVtEM6l4et9qEOSKNRkiXmjKRMTShsblcPhhCHdtRR2qccuKFSvYsWNHx3bjjTcmvIZYGX7uc5/jhhtucKoMJHbZvt1ocOzdu9eJYwZC3KIuBsqgx7GnadqQNlNZb5/Bw599b0bnPP0LV2Ddc12Cdyys8/4Hq3ICdjQCO1/Gmn8pjJhuPhBD+7B9M6BoPgS3Y7WtoWATc+9YbM8oU1Ivg5qUoXtrsNw1piy9L5ByPCnVSzSx8xRhHX8VuNxw9MWw6q7C3susU7DOfu/A79v3LzVlnCJImA2R/SaYKlqSWy3+MHExqKmp4Ytf/CLnnHMOr776KkuXyvPOjIkTJ2Y9OCuKouQUt9S/mXgyH0e977zM45b/ejfWy19M8I4Fx3wZq3SciVt2vIy14FKomY4lcUv4EHinGqvB0C4IvlGYP6jEKu5RIDGKq6xTuV8E88RhoM9EnVPELZYXqk4xY2zFUmgocMK4bB6MPNERTxzQuOYarYz6h7LTuQpuh4blUH1uj8WkoRa3jBs3zokh0hEMBhkzZgx//OMfnU0IhUw7xv/7f/+Pf/zjHzzzzDP9HrdogkAZ/ISbYNe/U+4SqTyJ1+94krbD6TOZ5938RTwb7jdtBN056gqommS+r9+JXbsF66irHB9jO1QLh+6K9Yu7oGwJdvWVWI3PQHg3ecFV4pyTljcgdABaV0O41pR0Cb6J2OWLsJqepaD4pkHpUeaTUcoWE2S/La8fZBOOexf2mvsgUsCeNK/PKdm3wv3Q3pEp7vFmUSKwJvfSSHGSsAa+BWIu6r75cjFo7/2TdoNs+PjHP86ll17KKaecwqJFi/JyL4qiKD0INTguA6mIjDyN1+/MIm7Z+6gp2e/O9IuhbELXuGXxVVhujxGUa3gkpj1gQfFCKHs7tK7IrXUuIcVQ8XYIbDTxiiQgZFXZjjn1eMaaiXKwwAKJrnEgCziSHBDBwgTVhsZy0thO2tUnQePKmA1hARdZogexon2pw5Al1ijz77X+8dyODx82/y7dA7+6sy/ilurqaqdqIB75eebMmfzsZz/j8ssvHxBxiyYIlEGP5avCTlc9EDqGJ7/1zqTvTzh2EbteWovL4+Hod54Ed328507lY7EWvAPLV4IdboO6HVjzL8Pyl2FLkuLwg3FiclFoWgGBbdhVp4M9B6vp6W4+tx7sogXgqTITbCe7Kv38MukOYzU+EvvZBb4p2O5qY2MY3A2HH0j8i8h77kKp8RZB2bHgGw3RWgivlQsaP115LxVVY0HcDZ7+fYHuTR6nr/9sijLFNzv7yoHuOhMF8YouAFLkkG2hQ5zYTzwy0U832RdRICnde/PNN/nCF77Axz72MWbPnp3V5aUfUM5z1FFHMXLkSCorK7u8/7vf/c7ROVAURekNlr8GO131QPS4zOOWq07BevHzPXcqHg1TL8TyFGOHYnHLAhO3EGkBWcDoGDdtaF1jqghKjwWOgNYXu42rbtMSICv+LklUu+NWlMMxwd5Y3OKZYPbzjHaqK2l8KvEvEt4P1nEUBh/45pn7iByEwMtmUaPoBJO4SIWnGqpPg9rHCpsgGOhxizUR6v+Z+/HSGjlYhJZ7Ebf0F4WKWzRBoAx67KbUyv2h6gt46aY7CLcmFp0pGz+aD/7ne0TDERoOh7HW3Cr1fz32s87+Glb5mNhFbRg9B6t0RKdYn0zOe1x8Hxz4O/inYlee61jiWS0vYYsloXs0NK+G5teMd2x7FYBQsgC78hKzWixiOeJpLEI29c933a8H0c6+tpT7pUDUe73jwDMOvNWxIEACgAhEdsRZEnnBMzujnn/L7YM5p2EXMkEg1xjwA608x95UUQQHUYLAMlu2x8TEfuL5xje+wTe/+c2Uh37mM5/hpZdecpIL8+bN49prr836lkXccPz48UnfnzAhtgqnKIrSC+yG1I4EodGX8tLP08QtD/6QaDhM48EQrm3/Sjw2LP4sVvGo9qt2i1sajE1vd8IHof4+8E6E0tPMz8E14FsInpHQug4isbZOWYlvR1oUSs8xY5ysGIf2QnAfNK/prBZISOy+ZaEk/nxZ4Qf3SHCNMO0L0irgxHEhYyMs9+/gA++8zOIWqQyVyoaCJwgG+JgucagkVXLFEXwc4L9jHuKW3uDz+TjiiCMoKysbMHGLJgiUQY0dCcDOO1Ls4aGuaTorfv65pHu8998/wnry+7gPbaJqyglYW2SlvxtHXgQ1U+MubGOVjsSWr1Jm37Q69Y0GtsL+bTDiYuyqy6BF/GL/mnz/1jdN0iGwO/tJb/3z2GVHYTU9l2Inye6PBt9Y81XcD5xGqtiAGpVS9nqIHEiusOxdCK6azBu23KZsr2CEAwP7I03aC8ThorcMlkx8LxDBHennayeTVoE77jCfAy0tLfzXf/0Xxx57LKtXr2bOnMwFsK666qoc71hRFCUzbBlTt/wtxR4e6tpmsOLnifQEDO+958dYa3+Kp3ErVWOWYu1NUJk2+Vwon9Ijbunov3cElVMQ2gl1u6DiTCg7D9o2Q93dyfcPbDI6ArIwku2EUITvSmelaTNwxfQKaoxFcPsk32kBCEJEYpa9RtchWULCfwy4R2TRaO4u/OS70NfobXuBY8OYj99TScbkyZN7tB30d9wygKNpRUmNHQ1iuf3YKQTbAiOu4KnP/xo7kniSPWr+LEaOjMLL652fEyYH/OVYi9+F5SvteEnaDJyvloUdDWGNeDv24TJoTqXuakPdY+CbYBIAKX+5EARytBwKbIaqk+UmzQAq1QDSmuCVAdXTWQ0gFQaSBLB3Qrgl+wE9vAG8R5vrZNwCUEAObAXX2b07RyGFkvxHQquUX/aWQZKJt3IovctS7CcRJSUl/OAHP+CXv/wld955J1/+8pdzOo+iKEq+sSMStxSljlvGvZenvvSb1HGLyNmsMhOKhMkBbxlMv9RpLegetxjtoDBUngFNKTztzR1D0/OOKLKTAEhJGEJprHuTEdoBllSOSYxSZCoVXBKzyOKFK1YNEDbl6tHDRoPJcfXJcgEl9Dq4js1cx8fRJCggQWmvOLJ355BnZBdInNmaBI2ptTIyopA6DgMkbhlqDHwpbEVJ98/XFyuXS0DQNY0dz65K+r6nyEfYPxKOfq9R20+AdeJ1xgrI+YzrzIJKYsA+/Djsvhl79y+gJdUgGyPSmD45kA8aV2KPeDdUngjFUnJXB+F1EHoJQi9DaDVE1kN0b2xgyWHSactEOotywNoCeyzvl2ApNxEc21WJXXQqtv/4wvgRFx0HQbm/PGTRE7S/DOhSvWy3LAmHe1ZUHDhwwHk9W5FC4d577+XEE090evmKioq6bA88kET7Q1EUJRPaV64l7khC0DsjfdziqsE+4p3JleHnXgMlYzpilQ7ke5nwH/wjHLwV2jKw2pWJeNrkQB5oXQsl54BvlllVD+80mgFtyyHwHARWQEjaG3bHEvk5TDqjsiiSRdwSPEhBcVbnc7Q4tMrBuxQ8i3M/Ryrc801lh51A+HKoJgj6KG7JN4WIWzRBoAxapD/MoSX5xLOs6W986KnfceFvvoW/srzH+3tefo3vTbyQtolSQje65wnGzoNJSzv92eOSCI7abcB4lxJt7V2PVr6RZIXY/YXfMLoBtpS25+FDvjuRXRl98Iu1kv3aoxSUmSdkYRVkShVt7yxs/4kQnIp964ex7/satv/o/BZX+RebgET+DnlhkIn9ZLtliWgNiEbBE088wdq1a/nXv/7FhRdeyNSpU3nPe96T1blWrlzJO9/5Tk4++WSnguGjH/2o41Usg+ypp57KggULsr9BRVGULir5Yoa+LekzKav9Q/q4Zez5tFWeDEUJEg3Vc2DUUZ1xS3wSQa7frpck41I+Jn/5QpIVErcEXwNxIxIx5ELELeHtmcUtkoxvLJBVdTslIqSbqV6UCywRh5wKnqPBdQTUPQhNT4FnXn5bFVyzoG0ftObJ8nIg/TsbAHFLPilU3KIJAmXwUzk/6VtW6xYqG37KUWc08ok1d+Et7bk6POnExfhbt0FDt9I4lwfXO37RKejjJP/N/zJ2x+AygCdr9Suw3dMKew0nQZA6MWKHWpxnax17GRz7bljyTlkCye99lFRjnf1hrFCK1RCrFNu3ENt/MrbrWKIHfdjP3Yf9p2uw//4RaKuH3a9gP/MnbFFp7jUuKD7Z/BsJiuNDnrBzFJ8copn4m266iaqqKr773e86CYHf/va3vPvd73b0B8ROKBv++te/cv311/O9733PGWjPOecc5/vnnnvOGYTlOoqiKL2mOrkdmdW0icp93+eokw6liFuOxi9J59ZuIoOWB+uE72MV1SSIW9qrzwbwaq6INntnFPYa4R3pqwiiMS2mmpNNy2aluB7kuU1SxBRHnokVSZ4scqoi3bPAs8QkBRgDgX1Q/yA03C8NKRDeayby7un5uClwL4K2g9CQxHUiF6R6djAwCCsI/lqguEU1CJTBTyLf3264gns4uHkLoeaek6sr/vQNrOVf63nQ1BMcWyDLm2gya2O3bDAewpkgg/aEG7AP3mmEfvqClrVQeSxE3AUMCKKmZE9cE5IRCWE/9A0INMCU47GO/zh2/W7Y8KzztvWFR5z2APvx38D2V3K6C+sjv4bQygS/pxvbMwncE6G50bgobEtjM7j+ATjpg/QK1ygoWmRWQkToMZ+IEJMnJjI1kHEy69mqAeemOSAOBrL1lq1bt3ZUHfj9fpqaTF/nkUce6VgmStJBsvSKoii9QgSW0+AK7ObgziRxy1+/gevN7/c8aMxSR7xZ9Jm6Y4megAgmi3tBRrhh1Aeh7iGjEdAXBNZD6QIIbShg3CKOTHXgKk25jyUr89EAdrG4OSyBcC00x1pEj/iWcWg4cD+0bc3tNiZ/FCKvJfg9pcJxnNlEK6LlVdNukQppYSxOvliWEVY1WNOg7mkIxqpj84VoRrSLYw5k+ihuySeFils0QaAMWsL1DbjLi6FqCdRLSVp90n0bS67g/us+3eP1uZefQ0nrBmju2WdmzTo7SXJAcEFtCjXf7rjLOwVp+pKGVdhlk7Ei7daEBSCyyagKO3aICfCVmVaN1//jbHb1VGiNC1AOb8d+6vtYx74PzrsB+9WH4flUCs8J8Hix4jLUtqgUe2ZAxIP9xqPw0pcgmnm1h71vI9TUYDkljlniGhknSFgA5V6nVC86sJWPBynBYNAZYNuFEt98s1MvpKGhgWh0kOg/KIoyILEDTeD1w6jj4PCrEEq+yNBY+V7uv+L6Hq/PvfxtlNhbIJBgfJpwWsLkgMGChixa/cTdSIgcok9peR180yCcm6p7Rki1oWOLmORZifiyZxQE3sIKvoXtroRIXKImUofVtgJ71BnGUaFuJdRlueJuubHi7aitKnBPNpaNkshpuzc7fShJeliVRnw6a6rAHg+Hbi9MO4DThhuJCWUrgyFu0b+UMiixo1HcJSWODsGWr97KhC98EK9vL+y9GyJd7W3skiPY8dJmajf2LOO66CefggdvTHyRysTeoU57QWBXt1etmDtAEkZdid28zvTX9SXNq6DiaChkgkBK3kX80HuUKZnrhiW6DVOOx5YEgRBqwTr/c9i//QBMnA/lo6F5P/YTPzCtB/Muwvro77Gb62Hzy9B4ANoaoa0JWhsh2AyhVmjrdF6wD+yAMTNiAoNV2Hs3wPIvQUP3v1OGPPMLuPy7RhQpW4qOKlxyQPDNTi5MNZAY5GrAF1xwAe9617ucgXfTpk1Oln7hwoX9fVuKogxSnBJ/b5ETt0TXPog1/zpo2wHb7ugZt5TNYsfLWxLHLT/7NNaarye+SGmnPWzXE0YhtDe7uKXyAmjbYByP+pK216HkssImCEScue1Z8C/tXMCJR9oyvBOdBIHZPwyjL4XtN0PRZBPrRJuxWsRO2oNdMguqboRQA7S8BaF6iLaZibH8baUVU6pdnYrX2IQteAjbNxlLBAYlOSAT/MZnTWtDLrSshPITIZzKKjIJrulw8I7CaQWUH+u07Q54NG7pYBD8tRSlJ5ZLSrBcbHjvp6n990Ps/+3fqH7HuUz/6edwBV/H2v9Qh198g+dCHvhU15LxU77yMUbMmYZvz/MQTDJp9yTJLEeaoP5J8NRA1TngLol9qkRNFUPDc50DsbsSa9xHnG/t+if6508ZqsW2KrFyyipngseI5UjPnjgbyMDZ3cIpTseBAxuwK2fAO76FVV6JfceHIRorsQu3wZrbsdfcDlWTYcxcGDcRxJ7JU2QqOuTv4vYZsSVJPkjJmrcYIqOxn7oJtsmA3UvqdznVB2aVPosyR98iCG0tXHLAPTZ1O8dAIpfevH7u5fvc5z7HzJkzne/PPfdc52fRNJA2hr/97W9ZaxooiqJ00QKwXEQf+2/Y8jT2G/+BqSdjHft5qF8DO+/rjFtKLuWBT3+oZ9wydzq+hpUQTiLI6/IldyJoetGsdpedCC5x/HHFyu0boWU1hGPtcK5yGHGl+f7wC/3zBwxLLFFtLA0Lgge8s8yEWFpF3RU945b4sVaqKOwiGHsV+GuwGv4Tl1wJYwVeB9kcR6SRxkHCEkFKiVG8saS+O3YNGecss5pulULLivy0cDiJBYlb5RpZrBq7Zpo2hkIJbfunmec7GNC4pQPLtqUpRFEGH5HmFlrf2Mi6k97R5fVxn7uGCZ+9CqvxeexQK6se8nH/dd/uss837PVEV/8dVvweIokzptZVt2JV9fRit8NN5oPYVWbKwxqeNUkDrwwKC7AlGy0COK5iLE8ldts2OPiv/vOvl8F+zKVYodz6+xNTZErhXBUmMSADY3iPKcsrOw/cXXv7bGkj+PsHYvfjxjrn21A2Cvs/nzPaBAOR876Na1Qo8wBF2iz8882qRKEoPhXcA3uSunPnTiZNmsTWK+YysTQ7UaedzUGm3v4GO3bscMR2FEVRhhISk3B4G/bd13V9Y8E7seadB/ufIhpsZdUTpdx/3X/3jFs2/Rvrrb+acTcRp/0Kq3R8z9cjzaYSwJn0hiH8VixOKQf3JDOxlNVul4zt5RDcBfUP9WPcUgqVp0PgpTyetAS80zrjlpY1ENoJlh+qL+1sqWjHWfC5K/aDhV16mvP8rKZHB5ZrVTylp4C1P2ZDnQkycZ8AhyRGLRAjrwTfWAYyGrf0RCsIlEGLq8hPcE/Pnv49P7rF2ab+9KuUXvg2dr5wc9fjfD4i9fuwVt+WNDngrEgnscGxPGVgl0JwJ4joYPsKc/ggtL6JJYNMxSnY/ipsyUyLkI1kj/vLv16SGbZklL29X9m2JoJbhHPEF3ljbMUh7pxOeVqCa3h8JnMuz0AsDx/8CgMalwdrxHSwRUAoE0qhaDG0FjA5IKspTgvFIGEQZuLbWb9+PY8++qjTVnD11Vfjdrupqalh9OgEVqiKoiiZItVvLQl6+tfegb32Djj+E7SNPCtx3NJ0ANemfyVPDriLO6vxerxXapIDoqsTfLlz4i+LGxFJ7kt1nrSvSa99I4QOZr8SnU+k4sGJWfIQt7jFFnC8+V1b3zQVnnZ83BJIXFrvrPq3t2HYWM39VAWaMS7wVEMkZmOZlmJT/eksYBUI7zinknbQoHFLB5ogUAYtlttNcFf3nrpOtn76f3B94Ucc/+vvsvTjV/LwF3/EjuUrcblc2C11WIEkfV5uH66PPJD64jLxPyQihQkGYxmEmtdglYhVXhF28Uwomgb7by2svZD0eJXFVGxlPHMUd98yJYfhJmz3JKxILg4KsqIw02TZQ9uhTbLnodQq+1LG2D0oKh8LDZkOXP2L9a5bwFsLoUw0I4qh5Hhoe6FwrQWCf15yQaWBSKyKMutj+hEpqBO7oF/+8peO2I8I/IiPcCgU4rbbbuP222/v3xtUFGVQI5o8dgJR5A6e/xXFrls493M3suy6d/HQ537YGbeIFW8oeWuBde7f0+sFBVclnvRLNUFku5lIi51f0RHgnwSHk8Q5+aJ4EUj/vnMPsdgqsMVUI0rvvkfECt/K5cTgmxsT/NsCTfel7q+X60rbaBdcMa2BQWLRJ5oRtlQPZKIZUQSuuUZsO53lY2+oOMEkrgYLGrd0oAkCZVAT3NPNA7gb0bY2tl39GTwja7jw/35Is9eLVxazV/8l+Yp+rKpAJgtWIkuWaAAankkj5mJD23Y49E8sEbAZew2UL4XGAvXz+SZC+VysyNrOO/CUQ9XsWE+jlA5OhGwSBFaN8dW1RRBwHUQydGBoew08Y0ypYjvF1TD/Enjulwx4xopw4jgI7MlgZxeUnAhtK8xzKhSuSrB6CkAq+eUvf/kLd9xxB8uXL+e4447jwgsvdF6/9NJLue6669izZ4+TOFAURckVuyVFgkCIBvG/+D3GFVVyxW8+z8F9UoRn49oqCcpoSrvnpHGLJPVD6017QfI7g8hBCEpZvwv8pzptk7Tksz0xDs9YKOlWqSdxi3dq7D4lGTIhuwSBNQJ8s4zjQPPqBMKMSRANBp9YC8ZNZuV7/2xolYqLAY44LkjrRDo7RAcXuOfBoXtMtUjB7mlkgqSLMljiln52b1SU3Ii2moynuzSVj20n4YO1bLnkGkaVexk7fzKu2WdBSZxwXjfs1rrEg6xz8SAE0njEBnc7yYHY1bHEJ7e0gAroI87DiohvcCeW3YgV3Yll78WyD2A5E9gMStRdU8G71NjeND9ltkyTA0K03gQZcfIm8iytycf2FAEaiOx/E4J1WJEMLA5LToPAGtNyUUh8Uj2QzHJzgCL//7iy3PrZI/mBBx7g61//ujPIdmfWrFmsW7euX+5LUZTBjx02feuWJ8MV1bZ6Sp79KpOPLGXsgmlYE051BPKSnj9QnzxukYWCaBq7wqi0RLb3/Es74EEokkrIAlF5CtjdnQqkJXKXeA2DLYkUiVsyiPM8UvFwglnYqH8YGh7OPDkgRA5DSFbf42TZ5FnK4kt/l7ZlQviQ0ZiQ+Csd7qPg8GOm2rOQVJ4cE/EeRGjc0sEgiNYVpSd2JIIdDtOy9o2sHo93XDWe4P1QeRDr0h9hnXoj+BKszG55Juk5bJcfW0rvssGpOIgWpher8gzx+Utf3m7vBY9k5hNRCp6jwXMMhBuh8WFo7cWqeMvzEO0mklM2CqadzIAnGsb+5/XYvmWpe/6LjofQNtPTWUikckBWBgYb2SYHcun9yzORSASvV3pee9Lc3ExR0SBL0iiKMnCwo9iiwVObXaufVVKNx7USKsJw/H/D/E+AJ8GkeV/yCkUbL7YI6WaDU3FgJ7Qv7jWlxwMH01Q0yOX3gc84y/SkDPzHgu84CDbA4XugaXnutoyNT/WcNEsM4J3MwCcKjY+Ad5FpH0iGaz40iThjgds9pc3Uk3wRbsCicUsHmiBQBiXuslKiwRCh3fuyPM7vtAZY4b1YrffBODfW5T+H4z5q+uRj2G8+hN3aU71eBnfHmqYk1uufKTJgBffCiEtN2VW+ENGh0iOw7Aw+7MXmsMdEUwa/ZeCdY0SKpBdN3Ah623Mo5YzNz8SEhgyWtxhr0eUMChr3YN/+KWzvEmz3hJ7vF51kMvVhsTQsIPI38S8afNUD7aNLLls/smTJEn7605862gPxiFihCBcuWiTBl6IoSvbIGEhE1PPTtBh0R/oipRLRPoxlvwyjq+Ck78Ps93e1Ndz5hFNF0B1bBJeles+TrTNM0CT6K9+WZ/ecIiiaBHYmbXwNCRZWRBT4ZCheCJYIM7bGbAJ7G7cEoeERoyPVjtgpFx3JoCDaZO7fIzHDmJ7vuxZC6zZo6WxFLZgDRdUZPdysBgUat3SgCQJlUFL30FPsv+UftK7PIhPvcuHydnX1tIJbsNruxZo2FuuK38C8i0w52d7XsNfcgR1q6yEw5LwvH4BZYtXdjxWpgxGXwMgroOIkKJrRO1/70VdApHuJXjLkd7fAMx+8S8B3PHjnQnQDRNdBVMSLdhnBvXwggUVgQ1c3CBEqlP7+wZIk+P27sA9Z2H55Jl4z6JacBeHtsdWVfOIB92jwHQlFJ0Dx6TFbwzwmlPqSQZiJ/8hHPkJdXR0zZ87kk5/8JJs3b3aECc8880xuuOEGysvL+/X+FEUZvNg7VmC/eR/UpWlR7CGU1/UVKyJtgyth/HQ4+ccw+Vwzth9+A7bc09HK0LF/hxp/DiK34VdNoqDyHKg8H0okdphiJua5Un0+2JnGbnas1H8xFJ0IxacZYUM2y0oO8Cp4DkD5aeQFqSBofaNr3CLOVIWooihUkqD+32DLCv5RJq4QXQbX0dC4CppezO/1REzSPxnKT4CaS2HUVTDqXeBLsLAyGNC4pQMVKVQGZXtBtC1A4zMvOtoCmVJ+8jKwE+9vBV4HXoejToX5F2Gv+CO89SgseAd4u67eOj1+TqIgB2rvwRIbmrKlTnLALplret5Es+Dw/dmdSz6EqcVyhHwyJPKWWUkQoUUZ9HvQZt6XD/2UIowZElgPviOMr7JQMgJr2YewH/t/DA6icO+XsMcvhgv/n9OjabUuz6NbgQXuseCdbhJFUjHgBHODH/nfJFvJiX6WIKC6utoR+vn85z/Pn//8ZxobG2lpaXGSBZ/97Gf79+YURRm0ONWHIoC8Z42jLZAx4xaAnVhIzopuA7ZhzzgdppwLb90Gu56EqReAx98zbslVAyi0CixpQ5xm3A2sWWYCHdoHjU9md66qC8BVm51uT3RjLObakyQukbjFbZyWxLKwt7S+BkWzwBOrXJBkSPFiUxU5WGh6wohAlp0Cgd1Qd0d+no2DBf7pULbIVHdI7OIaGtNJjVs6GRp/UWXY2RvWXHwO5ScsoeGJ54k0ZmJFByMuPxfLKZ9Pce7W583/Fie+G1yjwJOktFvsd3IlfBjqHjbXk//4JmBXvQ1KZQBandk5Rr0T3AFHgDA7mk0hQSpEz0B6/gL5EGSLQHivyb6LUKFlYU88BhZcBmsL6L2bb3avxr7jWqzLbsZ2VWKJeFNvcIlS8yxTtukkBYbgR/Eg9ROePHky//jHPzo0CdzuoZGwURSl/3CqD6eeBGPmY+8Wdf0M++Snn5ZW58aKvOlUSNrzZNGgAtxJKgVS2ROnQyb0oTi3AVc1eOeb8vs2WWDJgMrzwN1mdAWyIpNndQiK5+bJcUGSH7vBXRGbMUrl5Tjwz4VAdrpX/YrEXg0PQdkZ4B0FwUwcDlIgjgRly8A32sR00n4x1NC4pQNtMVAGrYOBd1QNvgljMz6u6rzjsYLSp5aOMFbLE1jh1T2y8B0UTYaKU421TG8J7sJq2wDl8sGbgfjhSNExiGKJ0m8hkKSDN0sRxlS0re0iGiSCS9aS98Pxn2BQIe0RhBx3iJwRDQhpH5BSSXnGTuJkCCYHBin33HMPu3d36nlockBRlLw6GBRXQWnmcYM1aTFWRESI0xHFiryKxZbkCQL3CPCI3lAeRG+jhyG6H0oWmpXqdFSeDZ4wZKKXlAvWfvAlE2HOgeZVXTSUcEsVwSIoXsKgQkSORaMh3AsxZREbFP2sEZdByWyQKtihmBwYpNxToLhFEwTKoMNVbFb123bs4YhbbzatAxngrTQChRnjrsRyJ/gQFDcC8dgtnQ81F5AX2jZhyQduzfkw5moY9R4ontdzv5q3g9eLFc0k0dEbGsGfpRBjMkT4UIKJOKyiCqw5b4OpJzAomHkW1jk3YgWey71MTxwkJDHgGT04RQeHgdjPn/70J6ZMmcLll1/OY4895niKK4qi9BYrtthgh+qwzvkGjM1Q8NQvx2Wx8u8qw0pU7i1xi8Q/IlToy5PYqiQIXH6oOB2qL4Oqi8CfwHGg/AzwuMDu5Qp2OqwWKDk6P+cSByexDoxHflf/EfldQCkkXok55sKhf+Xu7FCyAEa8w+gMDDbLwlzQuKUDTRAog5bgjj2sOf5yJv/gK1S/47yU+5YeswDLytLz1ZtABVaQ/v3a+2DPL2D/H8kLokEQacZy+7FcDVieNqwR50HVmaZKQRRhx30E/D6saIGV8wV7m6lmcGdpi5SM1pUmqRKHVVSJteyage8xfMInsE77GFbg+d6pJEtwNpyqBQah2M9tt93mJAn27dvHWWedxdy5c7nppps4fLino4miKErWhOpgz6+xTvkUTDsl9b4jZ5m2wGxI6jYQhuBqaHsUAnnqpZfEvywAyOKGqx7cLaayUiwM5T7k64grwOcGOxthxhyxdoB/av6copqe7+poIEhyX/QIBjr+o02r6KF/9661RKoPrGFULaBxSweaIFAGLcG9B4i2tfHKce9g7CevZvSHpf8uMWNvuBqCb2V3gWTuAlJ2llGrQg5JAkFK2KVCILQcinww6lwoKsGKvtoHlQNxRN+AkmMl4sjDuaR/cVtXZWChYixMzqwCpM+ZeDTWh+7Amn9yLIUR7d35IvtMMDVcGIQDrc/n46qrruKZZ55h7dq1jnvB17/+dSZMmMCHPvQhXnrppX69P0VRBjkRaVELmyTBkqtg7oXJ9114OUSybCUUgeFESOVbGi2DnIjWxc7fBNL2GHke/C6oOhmKvGC/VvjKgXgsadeUxIsnP44AgS094xZpDfQOUJV+afeovASKRsScq3pp/RjYmnv1wWBE45YONEGgDFoOP7I89iEe5dVT30XVxW9jwlc/nXDfqtMWYwWzFPSTcrJ42geJuscpCE2rTBmgq33gEZ2BQ1jR9Vj2/tiHfV8ShuhuKDkuP6dre8VYCMVheUtg7AIGFi649Gas876A5XoLS2wgrQi4x/fyvJE8qggPAqwcyvUGUDHJ/Pnz+cUvfsETTzzB6NGj+cMf/sCyZcs4+eSTWbVKLEEVRVGypKndHjcKe38L886BYz6QcFdr/DysSG3vEgQSUwihfIgOJyAsFY0i5NduXyzXE5cCsTg+0D9xC/tiSYI80LwCxJ46HqmYkFbBgUb52VB6FERehch6M9kVK+3eYIeHV4JA45YONEGgDCoiLZ3uAY3Pr+zy3rrzP4Rv2mSm3vytrgf5fLFigCwyqa7SBOXgMXvA3irBJkP63ZplEB9I5VyHjOCRWBX2GhtaljutFF1wJ1nx6A/GLsD64O1YI71Y9vpYsCExj9g1zu79R2Y0yzaXwYwz6c+2goABQTgc5l//+pfTZrB06VJGjBjBLbfcwtNPP+18f+qpp3LwYC+dLBRFGRbY0Tjto9auLYLWvj/ClDlYJ17f9SDREXBb2VWuiSNOj4o/y5SYd9MByhtSORDeObDK0K1akMWHojl5OJkN9Y/2bDXIR2VlvpBkReWlsmwGkdc74xaJYcrzUAUaGkZjncYtHQyQcExRMiMaCBI6WEuotp5oa8/V2Leu/jyh5lZm3HqzY/sjjPn4e7DC4hecBd7xoobYNQsvVjf7/1qAP5ULSo+GMR+G8mNiCYIBJGIXfQv8s1P0NmZzriZoifX1xVY2rLI8OEH0linHY33gNqy3fxnLvQHLWfnohlgz+XoZcIjNZvdyRWXAsHPnTr7xjW84VofSajBmzBieffZZVq5c6bQYSPXAXXfdxZFHHqlVBIqiZEY0jB1uxhYdHlmR7YZ14A7skWVYZ35N/BDNi0deDNEs7QBdI8Dy94xbRFw371jgngr+08A7TVZipPGdgcMmI/Qszg29JdoIDU9BpKGzIkMWkfobEZysvNhYZEeklUMqTbtzCMp7WQXattn5N6wMr7hlGClmKUOB4M49rH//Z/FUVtC2ObHozdYvfp9pN32NY3Y+y1vv/BQTPvMerLZHsrtQ0XSw4rKuMig0vtiz1CwflC6QHghoeAGa10DNxeCbD+G10gDGgCD6OpQcD02P976PPrIfmh4A73Twz4FxR8Zylb3s8c8WXxkseR/WbPEIDmBFt6QW8xH7R/cisDbn/gwih2NihXHJp6FKLq4E/Zyy/vjHP86rr77Kddddx0c+8hGntSARl156qVNJoCiKkpZwPez5m1l0CHVTxo9h1T6APfLtWO/9B/Yj38ZaeImxWs4Gz/jOBEM7ISn1L0CJuHsS+OZCaCMEtoPvaHAdaWKFgRK3WG9BxWlQf78R2+ttcv/wXcalQZT985F4yAkfFC+IWWI3mcRAKpcLsZUsXgjNr3S1bcwGac+NihhlGUMejVs60ASBMqgI1zfS8lp6scHqs5bg4Vnm3v11owLclOWA5emm3i8frE1dWxryQvEcqDzNfN/4HBSJhY54FIsWwUSIbmJgIH1om6D0JGh6tHenskqMl7BHfs8mKArCmV+Ax75HwfFXmKTAzFPAKyPBASz7TUfHIiOiG8F/FLS9kOMNhGJJiOGQIMhBdLCfRQq/853vMG/evLQ+wl/60pf67J4URRnkyOQ0kF4DySqbjmW/AW+7QWZlEMxSfd5V3vVnSWQ7GgF5xjUevHPN9+EN4BLrXqkekIqF8WBvYWAQBmsrVJwJdff27lRSMVB2AnirjZC0FTSLJlIR2WdJgYlGDymyFyKvZL6oEt1snLBq/5Pb5eXfkbMoMhwSBBq3tKMJAmVQEdqXOPvenaJJo6Dhcaxc9AI8I7q2FwhOaVlcH2G+qDkfggfg4N/Nz5KlFZGhcCFKAntLc6zPUCZPOZbJS8VA0UwQq8aY7ZEzJZx+LPZjea4i8BRB+RhoPgTLPog146S4pMBbnaWCWT8Daf+Q55CjdZAz0EpyZJiI/WR7TD+ycOHC/r0BRVGGHuHu/etJ8JZD6wGsSIIWt3S4Krq2Fwi2rJoXoDTcvwiiDXGJchkLvRB9kYFHS+y59CJukcl5yRyQKsNIXLuq7yjn9PnFY5IRklSSlX+fiFZHICpJgTU5xkhN4J5mnkOuQsnSHjOAZCYKhsYtHWiCQBlUlB+7CMvnww6mnqzb4V5MNEsWgTvO4tC2IVAAe0F3eZy6fWyyGdwFrdLzL5PoDQw8shRN6jisCEpPBVcQoq/1VDa29mJd8Wvs2z/a+1v0lMBZX8KatMDcrvNsD/YiKdANuxY8E3JfmRFV6oGogJxvBmEmXlEUJe8UTzYti+n0ZyTWyBXvEV2dl+RchbA1dBLkgoylsd9HBBAje8B1BNgDpeoxHnmuOYz9slBU+TawAsYZoHvcIrbTFedDw/15uEcPlB4P3pHmOo57QG+SAt2pg+JZ0CKtqzkQ2gNFkxnyaNzSgYoUKoMGOxLBP3Ecnsr0ZU4ub65CcBb4xna7cNj0EOabdjuilje6vn74QbCLhsb/nk47wTIoOwfcZUboL4HtkSW2SFVuuOTHvasYOOsrWB+8FWtSNZb9Klb0Vadk04gO5qk6QXr6vBN7cXwveyEHC9laHObS+6coijKAse0olrcKXJkID/dCwNbVrS3SWXhoKdy6YnhX15dDkvgvGRof4k47wUlQdZFZyInuSWzXaEtFawOUn9nLxIBc60JwNUN4JYRXmYSEIzqYr7hll0kQ5EqkkWGBxi0daAWBMmgI1zWw5QvfI3QgfVbcEe/N5uRSeuWuhNJFPfv4xPNWVvXzjQghCu4EarjNb0DZDOMgMKCQnr7i9IGHDLCSGJBn6gjyxQIfpz9xY8JDLPbC6COwp50EW5Zn50Bw4segVP5ue7HsHDPkGRONfXTm2mYwBAIoRVEUJT2RVuwD9/a0980LXjPWOtUD3doixaZZetXzjegNOOcvSizk55medIzvNyzRdCpJL9InInzlJxnHJscbW9ozpBJukrE6Tjbxds0C7yQI7cjOgUCqVV1uiOwySYGCIs+gyCxM5dQuO4BsHZU+QRMEyqAh0tTMgX+kF5qpPPMELKvbQOCuAM8YKJoKnmpofMF8UHpHGUFCp2rAZXrse6gAS0KiANZ0TS8ZddhR74SG+AmxC8qOAiRrPcCQcn0ZOKUfrQM3eKeYVXUZeCRgkYG2PfHhlPW3muqBhDY8nVhshdM+jZ0uQVBUBad8GmvyUfz/9t4DSpLzLvd+qqrDpJ3NOecg7a7iSrIsOcgYZBucsJERxpfLNXCBC/4+E2x/92IT7oULBxsuHDAmHIMJJhgw9nUgWDLYiqtdpdXuSpt3tTnN7KQOVfWd533fnunp6Z6u6q7uru7+/3RauzvT3VNT3V3v//2H54E1CouLtB/SyrIe/GtaMTqsfaZ6bEa3f9J+qpORVj1BELodXu+HKShXhb7NM7vL2IFnzwcSy3ThIkuHgATgsCNhUG9kfcvELdZMS+FGOAO5x4DMdSB9F5AvKWAk1sQzbmEiX831F8eFjhaFTq2lf7bucGScyD8LcQtfD3YPqM7HKiKAfbcDQ9USBBy1vFOPEXhDugDEn900hsyYAbs9QkJNBIlbumo0UhIEQtvgDo3Az1TPfN548jm4431w+m6BlV6v9QSYDFDZU84BesDc79DzeqXJAIOv5vf4szxYaqFtENnTwJUvTv/aku8HrLMAFuljjo2TARnXC617WVcQenbreXomDYptIYvhOfbcqskBjQtwPGTVHcCZvTO/vfUtsO56GEhzPOOc7haoY2yzZpiQSG6rLUGgqhJe52fkJUEgCEK341IBPoBQ4ATXkl74yY2wnOVmJCGhYxeuoYxb0rfPLGIU700YtyjNHf7ZwI0ntQ0yJa5O6XsAi4n6xabL8BjiAxMAg0D+oj62/jt0UYiFjNniFmpGVEsOKPj6jpmiAWO3ElKbgF7aOXuAd6bGuCEC/DPaOauWBIHqOpC4pZsSBNLrKrQN/bu2we4pUektgzcyiot/+wi8xC1AeqXuGGA1u7AQ8MLv9FZMDii4yFoOLKcXvrMQPkcPGsVEUQJg/tsAJwNY1wHriG6Nc/izjV5Bq/EvAykzGpHerv/OGb1Ki6x6DHfwwdwniIXTsN5AmyfD3JXA9/wGrP/y97Dufw+s1AlY/kuwWMVvGWahLFWNDoIKFluR1WiRGnCYWwzW2S9/+cu49957sWjRIvT09Ey7ffWrX2314QmC0EZYPSt0u381WJC4cQhIbAISLA4MmKKGiVP45yxFjcm1ZfJ+7OSrQyun6vEWJfyTdH9hIYVxC8WVXcDaacbw4sAV7Z5E+nYBPVvM+GOVuMUL4SbhndRdBAXY8THwRmDuOwC+B9wDRlegAcKRwQ8ScNJmfCIkjImriWx2AhK3TCIdBELbMH7sFLyJ2bPizkA/ejauwZL3vR1OX3UxQ9UpAB+WWXT5b0u16lmwbPPxYAdC703AKNVkGwTbBRe9DUjwOLT9n8Ji9noYcHbqNraWborJhPH/fa3OxqvRiyqXEXU+lwXMxJMc0NMLvPV/wVq80cQYr7auW6AS/H0S64BchdnEirg1iGS0IW3YQfDMM8/gPe95D376p38ao6OjuP/++9HX14dPf/rTuOuuu7BzJ4NeQRCEYPjZK9U7CLihTy4E5t6mihLVn1THLZPJgkLrt7qZ9ZjJa3ulrlg3jB5teWgxDiiqilvUPhgCrJu0NSD/3lImADuvxQRz54PHLQ7dioLqOGT1YwZer5MP/DddDtyY6TFQsLnvZmDkqXCPYwIrCheouCNxyySSIBDaB9/HwJ7dGHmq/Ea9Z8Ma3HH439Tfs5emV6x9j5YxWdM2lgO8nHYmuL4X6N8In5nRBEUKN8L3uNgm4GevAhe/AmvVDwDpZfBT62Bla7S2qwQrBAu+R/sfW1zIyyncjwPWQcCh9eE8s+C2EM7628uAxGLAu6HnIKtmnsONaVjWDVgr1+sZvbguShyZSOwMnyBQwWJMf6coqcWVoMU9bX/xF3+hkgO/9mu/hhdffBFvfvOb8ba3vQ0/+IM/qJIF8+bNa+0BCoLQZvhAz2pgosJ8enIhrI0f0ffMl6yTjEsYq6i4Ja/XUoodjh8EUtT8YdwyYP5uutryw8Dwt4EFDwLJBYC7WG8KIyUFpCiwx+z9LHELDmoBP/8G4EccO4WF8ZWyF17KeVUgsXD2+6s4MaRyPws4TPBEZk3YAPzzQM+O8AkCFbd0QQeBxC2TSIJAaBt6N67FLd/+O3wraVrFiljzCz+FVT//Y/A9D342h9TihdNshpSo3sWvAP2bgAv/ZDxmTTfC9SemnmjrL8NixwAflxxUyQH/6K/D2vhzwNzXA9e+BOSDt8tXhHP8894EpDmvR7ugIFnqVwCbGXnevxYV2rCwArwRsOZOzeNxgbDnArknAWeHrlbw65Va9VRygHOJZebyZuVVXX2I6yI7CZNJAyETIGZGVIgdJ06cwMMPP6z+nk6nMTKiX9cdO3Zg69at2L9/P+67774WH6UgCO2ClVoErPsp+Id+duY3F74ZWPRGHaPQDpGb/QL8mjehN/vp1cDwf5iZeLP2F8+RL/vRKRtFjlMyOXDxc8CS9wOJLUCOm/UotJTY6bDDCBAzMRDEmeFlvZYzDqjJ9Scs7KJYr+MW1abHGIIxyiDg7gWSWwLELVnAPaNn9sPA+9u74h+3sEpOoUv3evDHKE2LmP9eXcqJBsUtkiAQ2orsxSuwEgn4edOyZ1lY8f/8Z6z4yQ/ATul5N6tIp8DPDQMjLwFX/wPInAeGnp79B5z6E2D9T2rvYtOqx+SAf+j/U+JA/tofgTX0dSBfQ6s/F/CBu3SSgtoCYFY/pI2hWtQW6Cxwo7E3a0ujyRnIwjHkgMSter5wNiV+pdZ/robkQDF8LZup8hsSthAmNwDZ54M/piAi1ekUWl7DPqaFZLNZtcCS5cuX49ChQ5PfGx4ehudJgCQIQjh0ZwDX0cL1wwLm3wcseC2sYm2kAu4IMHECGH1WFyTYMTAbV78ELHqPGV0zz8fkwLnf15vhhe8E8nRAqMVqMQUkKPbMWCBn4pawYwuFuCXomGEdWCxqsPBil3Fg2hUsbmERJmxyYBpM1kwgtnhngYFbgaFHQjzGuC91Ok2KWy5cuIAXXtCW3I7jYOXKldi4caP6e1ziFkkQCG1FYu4c7Hr0r3D+j/8G7tg4tv35p9TX3UraBNQRuMQN/XCwHzB+HP6x34K14UMlz5PSz3Hqj+Cv+SCs61/RbWoVSQO9a3XrX2qJFkrknB4XSIoP1rxBPKE9eRvhb1yKxbGHMj3fVFEuxqOjAdWATQVDLSJjxje4jkWSs5PKfzhmM3zTGAKctSEfY+ZHOx0t5RH+MTHhrW99Kx566CG18B49elRl6XftYoApCIIQsjiw9seB60+qkQFrpa72+RwfKAc39bRinmbLNwvZs8ClzwOLHyp5nqR+DjolLXwHkGfXQbFFcSkJwF4EOAu0yB6FDlXVnxv7w7WvWxwvsNY0KUEQNG65ZO5bEreoREq5kYmA5E8BDmM0ijXGlWtA6uaQj+EmswsS5E2KWw4ePKhGGUk+n8fhw4fR39+PP/7jP8brXvc6xCFukQSB0BLy128gMW9O6MfZ6ZTSIdh81y2TX/MyGThl3A383HUt/hM269m/Cf7YSSBzARjYqrsPCgkG6hZc/Cr8+bfDGv6G/gj1bgLSa7S3rZrJ88z82rBWrM2/AOSSQO8es3DVuzmk9dH8BgsW0uUhgAKxGiE4D/gMLOhuQCGbq6ZroM7FxKLI0Vpz9Y3zhjqrvaq9MK9HnH+f7u0g+Jmf+Rls3qxHmL7ru75L/fszn/mMEir8y7/8S8yfX0VvQxCEjsV3x4OJCJZAwWO/Zw2s5Wun6SJZKl4owb2hrQ3DrhEsRmTPAfmrQHqt7j4oJBho1XzjMWBgJ+CyG4FOB0sBZ6FOBChHHv486hzwMbxxHbcBi9fDKOIWVkap4RKirT00vcG2NSo+Y4yS0NpOHCmgToMa36w3bqGTw/qSjpEYYuWB5DIj2hgUiVuiilte//rXq1uBXC6ntI7e9a534eTJkxgYqC6y3ui4xfK1jLsgtGRcILWkilBMjfj5MW3ncvFrwBVu5ENgFTb5FQRZlr4TmLsTlvK+pWjQVb05VII2Vdrh03cCDjPWJ+pbPPxNgM8qPS0So/4IW0DiLhOkVPr5PDfGrs+j68JlszAH8HsOxYop7+DYwqBkBZCpMr5STN8DJjDrPM6cOYPVq1fj5C/ehVXzw9lAnrmWwdqPP4nTp09j1aoGWnQJgiDUOC4wTSsgSlyq7aeA4ceB0b3hHqvm6hkLVIhbqKHUWxhvZCKAYw8jpqOg2rrNtn1u8I/XH7ewOu8fb0zcYt8RMG6hLtVJLTTciLjFWmXilgrClLGgD3AXANe+Evwhi9+vhS87kDjELd/4xjfwwAMP4LHHHsM999yDViMdBEJLoJhgcmEDFcGV2q8LDNdgTahmxGfhyr8Cc7cCmcfCPzc3kXQA6LnZ2ALN1u43C2pMYTHg7AbcQxHPu/laddgqSt6owCNrAgsu8EwIMCFSfK6iTg6Qs4DF9qg4JwjGtehkmE6HuDozdHkHgSAIQiWUmKARMW4MFE/2gIka2tOrWSneeAroXQf4U/PJwTkK+PMAa2v9cYu/GLBp2/xyA+KWEa11UBq3qJhuHPAuAv5w4+MW6hc4t5rCRlxrsGNAYmPITgeJWxoZtzBJYdu20hGIA5IgEFqCZTfWz8xKztUjBrmr0T95npY9dTzeOw+MXQZ67zUWhmxrqwGLYkEj2movH6J6XXV8gYkbG3C58S2o17Ld8GqT3BNK8DlqsLQ584u1wrZMZxngngv6gAYfkCAIghAlVrnZ9ihxBrRA4az6RjXi1bipn+S63lxb20znQZ1xi70D8PYhGgrjC4W4xTdig1dMMaMFcYvHEdelOt6LK9Y4kF4HZI4Fu383FDbq4Ny56fHf4OCgus3G008/jatXryphQWoS/PIv/zLWrVuHOCAJAqEj5wSVreH5f2zcRsxz62xNywPj3wSS27Xtjmrdq8ECyF8OeMzoR9Gex/a/fi06OPEs0HM74BVZKbWMk4B9M+DGOEFAjOtFMLogQdCGfsKCIAgtgSrxtDUc+mYDf0YesJ06/Ow5ekkRv5Wmm+BY7XELomi/Z5catY/6Af864NEKeiuQfxYth2MU7PCMc4KAcQh1ugLTBQmCOuKWPXv2TPvyxz/+cXziE5+Y9aGf+9zn8Pzzz+PYsWNYvHgxbrvtNsQFSRAIHYXPxAAveONntL1ho8icA5KDgFdnh0LuIOCe1doE1rnwAj7WKcDeCPjpOubd0oCzHcidBtz9xU+OWKBaG2lNNEePPsQOCjn1AfkQ59/vFjXgsCMGjToYQRCEmKKq3mkgfwHIsFjQIHKXgTQ1c7RPeu3QBvCaETA8W1vcAhYkUoD/au1xC5MBqnDwSgwXEXY0MG4ZNGMNccMG/J7qFprFSNxSHvOWe+qpp6aNB1TrHiD/5//8H/Un5QB/8zd/E295y1vw5JNP4s4770SrkXqN0Bbkrg/j0t/8X5z6ld9V/84P3YA7Xm5+jeIzY3oej9ZCjWLkMHw7IrEWbwgY/1fAnQugoNoflDxgHdY2g1wsw8J5PecmYGK/Fu0pfW4ucC0hBVgUVNqpF1jqLNhh7QSbBDsvsmHnOv3usQsKexMEQeiQbkZ/6Fn4l/5l6t9emXZ3y4LP7gFV2Z9FZK9eJrjGRyWwyDjrBcBfVFvcAq6Z/XqdDw1to7cDLq0XS8f63NbGLc42IHEb4CzRnaFOPNrFZ8DzPvxEyAd1S2GjtriFyQGKFBZuQRIEkz/WsvChD30IjuPg61//OuKAdBAIbUHm+Bkcfv//qwR8Tv3ib2PJ+9+JLX/y69Pv5LuwbAoIWfDTg8CGn9A2Pdee0laFUV7chg8Ci+9DpFD0MLEOSHGjf7y6I0IxqvuAiv8hkwP0Jp749/Lfd4cBdT4bMA9ZCX8pYHNhzWqBH7YNTsLWyJ6IhY2iyLGmaxh/6IaFVkQKBUHoYqiBdO4vVULYv/LPwODtsFY8NFNZ30rrZqvUXGDZ9+nlYfSAtiqMcq3I0D3pdkTLYS08aNUYt/gra0gOrK6sX0B3J8uMHDQLa7nWIFIizrR9Pl6yzYph3EJr6tDdKhK3RCVSeP36dcybN12o/eWXX0Y+n8eyZXwvtR5JEAhNY/iJ/ejfuQ12X4/KlgVl4sQZHHz3j2l1X8PFz/0DNn/mf8FKFL+FC9aENqwE7Vv+Wlne+HM2AQs+DHg54NjvRqNaS19hZYcYMfkTus2w9x7AumLsA4OQNYtQwPlCi4vsGiDzrcr3cS/rLDhFAhtKL2CxAsHX8jLgPl/+NXKP6i4Cj1WDmGBtBLJUYw6JEn7scGrpCIhZB8G+ffuwf/9+7N69G3fccUerD0cQhCbjj50Eepar9T5M3OJnrwJnPju9W2z4GfjL3wNLWQYWkzOjagNA/nG9FvYvB+ZQeycPXPp8NJszb9zECFFzyYgJU0/pUri4xUoDflBdhLkmOTCLxgATA9bcJiQI+gBnvbZV5M/yD1f4HU7r+7khWvmb0j3wdG2jMJ1Ok+KWj370oxgbG8PrX/96LFq0SCUHfvu3f1vFGQ8//DDiELfIiIHQcPx8Ht74BC5/4Wtw+jn/Fpzs+Us48hO/gMzp6W1kVjqF8aOnin5IYRH2gKF/0skB9fUsrImXYN34GuCko7W0YXdCQxgHxr8BuExAUIDHDnFh6ws4u7e+uk2jx4W+QX7PitVmhGAl4B7X+gdKR6HSa3TD/H5xyWv26OAgsHNBaaDWJR0EYW8tgFn77/3e78Xly1OB7Z/+6Z+qxfUnfuIn1Dzgpz71qZYcmyAIzcf3XfgsKtx4HpYdru3fp9PRhS8A+eszhWyzV4p/yNTf83tNckD9Q8/mM1nupKKt3PqNusbSTvBFwGfMULDPC0pvwLHD9bMnBxTURpiDhsEiBUcI2O1J/QUl2nh2lgTHqO5oiFPc4llA5mj4h7KrtNNpUtzye7/3e3jHO96Bxx9/HH/4h3+oEgS/8Ru/of7d29sbi7glLu9YoYNhlZ+3tb/4IXiZLOx0sMU2f2ME5//kb3D9nzkeoHEGB7Dw3Q9i+QcfQs/6VVN39pmJtoHxA7q6X4o9CORGEbnqsJoXbJCFTmYvYC8Deu8CfF7Mr81+f9r5KDvA2YT8BgCHM/MvBAg6vAZcIuboCgCzGVT39U6EC368s4C9AvCKkkOtQiVZ2O1QA34XJAjaCC6qAwMDKpNf4GMf+xh+9Ed/VC3kjz76KN7+9rfjR37kR9Dfz2BPEIRORlX5LQf+ou+E7+Vh2cHWQqUlcP1JYLSos4x6SHN2AvPuAZLF2kVMhluAy8R4ua6yXq2pFCXUQHDqcWCqxlEtLGzfFiJuYafibMKJ/VqM2S0WI6wE44mouzvnai0BbgR5vP7BcHGLfxGwV5l4p8UwyTL0SG2PdSOOobsYy7Lwzne+U93iGrdIgkBoGk5f8O4B3/Nw47F9OPXx35r82pL/9G5s+cNfK7/gFSzmJg6Ufz5nAZAYBFJLgWxEdnnjdB+Yo712GwU30WrDTwFDBhazZH0tLrRbdAafi61adHlB50wenQA412QBE2wtC9riXq+dI2GgtUYnJ/i7KGGhGufxON/HwAMxSBDwvFBgsia6YZavhh61JjcQHDlyRM0CfuELX1BZ971796qvnzlzBmfPnsWb3vQmPPPMM5gzZw5WrlyJv//7v8f27duxefNmzJ3Lz6QgCJ2MpSr4wfCp8s6RhMtFImODd8Ja8d4yd85Ptfv7Zyr88AFdfU4sBPIRxRm5S4DDWKyRjkDXTewxP1jcgq2m84BJgsW66s5OSjVSsFSfJ/elEMUYL4K4JaG7BWxe50e1rkCto4EqNtsejwQBO0hyF2t8cKOSSjFC4pZJJEEgxJL89WGc/LhujenZtBZ3HPzX8q4F3hgwcUh3Dsyy6bJyJwD3GvzVDwEOL/gecO6LwA1W0mtk9Aj83l2wGpkgIOxCtI6ZhXaH8R6utME+Athb9GJqs1JPKILUA2TYXXEufCs8ZwRrWRj8Bbraz5/Pyr9fw6x+2eediIHl4XzAred174LprjYQKXziiSdw6NAhnDx5EqlUCp7ROaHNED2JOcfHGxkfH8c///M/4/Dhw3j/+98vCQJBEGbOaF/+mv57chGsjT+vxxRK8Y0Ir/fq7Mlin7P9I8DC7wIsbup94NqjtbWHF8icAXooKNiE9dPipnp+gLjlFR23eHQrWmWCHp6XHtM1EHKtVR2lPVW6EiqxEEgwdvIB/0Ll5E1ocjGwPFwAZDkOUSuN0K+IGRK3TCIJAiGWJBfMw9Y/+ySyFy5j7n13qo4Cp7fEtpCChFTZz5wMJnDjDcEa+QZg63kwf+X7gBu7lWUhhp7WLYDLvhs4+w/AaABBmdHDwJL70XB8LixsmbtqFnXaArFyfb7MnbmoXgaSe4CJbxuf4Uzti5J3HUgs1n65gRbpguAgj/c64B6IfgTDOwY4G1or+mOvBCaeqf3xHDFgtYljMZ1KG4gU/sAP/ID6k9ZCr7zyCn7lV35F+RF/x3d8B9761reqfxf4/Oc/j1/+5V/GunUxta0SBKGlWIl++Cu+n/ORsPo2qGuJZZe0u6vrfgrwLgfsJBsHPK6jTNTbwILvBCaOU71Ze9inNwLz7geuP2JcCqqg4iV24TUaYzdoccRgBPCpp3S9ctzC1n3nDiC/32xNGDfUOl5BvSK6IfXqJEtgwUEKJg4D/hEjHBklp3XRRsVELYIFm9Gv1P5494bELV0Ut0iCQIgtvVvWo2fzupm6BRT28UYBO62dCRJzgWyIVm8+lp/poS/DT68Hlr1VZ4sXPwBr5FH4S18HOO8APBe49qSeJ+TC3LMCGOPCYaAQUSOcDEpxhwC71yxYvHFjzAw3FYOPzAwy2M6WX1BH+3sR+Vd1m2Ni5eyjFP4ywGZr4IQWHFStgo2CVQgmLOwWter36aSNaqGsEZW0cTs8QRD/DoICnNG76aab1PgAuwiOHz+uRgsKHDx4UI0ZSHJAEITZsFKL4ScXzdQtUIKEbFFPmqR/X0gtGtPent8HpJYAPcZmeXCPrrzP2wPgDbp6PvqStknk+pJcBGTPTO+6bEbor+wGe6biFuuwsTRk98Ir5eMWd2E0sQNn/lmoUBvySwHsCbmev6qPuWFkTBdIC+OW/Cjg1uHuwI5S9d5lsqpDkbhlEkkQCLEX8qBjwfTkwLBZbNPAxGEgW+M8uncD1vjzQOYY/EX3antBfm3028ACZuguwF96C7D0PsBPA5axUaTt0MgrwJVvNdDJoPg4r+gNuFXcBUBRIyr1bgNwwiy8vHDz79QeYLdBFGSB3AuA81qTJmVCpM90CnCR6DVtZ1zcnwtoVRTROVEaC+WqEQ3G3mR0HOqAgVMnJwfaa51V+gLPPvssPvvZzyrroYceegg7d+6c/P4LL7ygFIYFQRCqoewQC7pIRMUrRckANXJX64jahBbp9S4CcykEOGy6DF4GElynh4A5a4DBndPjFh7D+GlgjOt0My60rDb3A1bRKIP1qtEaMHELVpkNJ0cRWPGPqv2eG/4jgHVLUdxCocNeE7vwxu7Kq7PYEzYAWkHaS8OPekYBRR6vfbnO5+Dr2dnbRolbpujsV1roLOgaQKGekUeAxBIgtQYY3x/B847o0YNiuGjZw7BUi9ulqfVUCZjY8OctBOb9J13Jdl4P5M8D1DmoVXxvNlxmw9meVwoX3kN65ICViPw5ILEB8K4BuVciPobL2tqHIwfMhFMHgBoASrSnkVn3CvgnAecWwG12goCilGyXrFPN11msFLKF+MDugE984hNlv/fe95YRGRMEQaiG6jajOO9LgEXRvYURidVNlGlXZ7V+GLC4PjFuKB73soH+OUD/d5oq9g69YWV80xAnJm72p9TVJ7HYIfAK4K8354Y/f7Np7Wf3YYT4HJG8Sx8LOytUfMa4iU4EDYjVqsEEibWtBQmCOUDuqu5GrYc0raklbumWuEUSBEL7wJGC0cf0opJ7Vd8axdBXgHlvAqyikYJJPFiqmm+y3bxgJgf13H/xR8ov/C8PePQ1zppFihvsjLFJZOZ/vMoCzUW/0kWZ4oGH9aLjntW3RpA7BDiLAI/Z9iLv5pbC42AL40RztQco9lgvDoWbOpx2SsULgiA0Ao4h5pmwd03FOqruvjLknwMSrM5znS6Fbe3cIBY2iQktmoeCZlDptZfH65kYI2/ikMKfvGWqiBcXuTSU+57Fc7IV8C4F1AmoAZ+JmPmAfyw+cYs6zc2OW1YBQyVFsFpIcRyjw5G4ZRJJEAjthT2gK7iNxrsB5EeAxJzpLXJlcY0Qz7UyCwH/5wA2F0pzY9sf293Ux69wY0bfnvnRZGugWthn2zg1aeFTs4s87iac/yC4J/WG3atD0Tk0FJeqMwvP0Qw1m9nhNEmkMJvNKiEeWhBSO4DjAg8//DC+//u/X7f6BuDEiRPKtaDgFey6Ln73d38XX/ziF5V7wYMPPoiPfvSjSCaboDkiCEJnocTvmrEhZGdf3mz8q7XrcwPPZEW5hIVlEghFcctkrDJQ9Hen6EJvHqPwTFwSg025Ou+9rel0LAfHSxxqI0Tc5TkbfkLbW9YDBcGVwHeH0wbiys2KWyRBILQHnJ9jsJ9YpNv5m8HwI8CCdwCg6m+ti7vpICjOtAe5mPjL9UbcYkt/TGbVKfZDi8iarIMawfUKoxeNJIKAx57X2SI/Bfh5tRvfQfBjP/Zj+NKXvqSUe++++2489dRT+K//9b8qC8Pf+Z3fqfr469ev4/Wvfz1efPHFya99/OMfx//8n/8TO3bsQF9fH37pl34JV69exW/91m+FPj5BELo8blH2dhGIBgeBowwcB8TROuOWQqdAGGhrTBviofjELRy5tOfEJ0Gguk9p5dhMItBYSC4FHOpPdThNilvqpRlxS0w+wYIQ4APIdrc+LnyOFphpOHkgd924BSxt8kuUKLqoey1SvS3BvaBnKOMEx01Uu16zfl4EC20XCBQqrBpvIVm1ahX27t2LH/3RH8Xu3bvxwQ9+UGXNf+/3fk8totX43Oc+h3e+850YGGBlDEqk8JOf/CT++3//7zhw4ACefvpp/OM//iP+4A/+AMPDrfSwFgSh/eIWH7DXTXUTNhwP8JgY2A6g2S3htDUME7c0o8PgsumoiBN509XQJOjIVS9MDkjcgqjilnppRtzSBVGq0DHw4sTb/O8D+u5oTruTmsFjew4t/JItShAEwMo34eOcbVJiphYrpWYRQaKmG8YLimf5wt5CQoGetWs5Rzs9aUC7wiAL4/79+3H77bdP/vub3/ym8hT+uZ/7ucmvve1tb8OmTZtw5Eg5TRJBEIQKqOuaDSReo5Xk6b7UaCx2LiRNYaOZcQt/VpjNqNuEuCUfw2bpTJPjgNm0IgLSDeMFTYxb6qUZcUvcPjWCUBnlG895/hTQswVwh4GJqfaahjDxkm6tsrnwbTMXWlYlrzRI+beAE26hZdu/sxxwGyjcqH4OD2233ii7L6D1NCMxEjHdMF5QJ+fOTVd5HhwcVLdy2PbM1/+v/uqvsHTpUqxZs6bqz5qYmN6Gy26EXbt2Yc4ctqVOwVm/IB0JgiAI04oMqriR0Gu0EiamTXED8c6Ybj/GLTeZUQFeuy4bccGYxC1Kz2ihcVJoJNzEsaOClo/lBBybjOpEbGbcEsEGlhoEQmxoRtzSZpG10N3YgEdbHG9KSLC4ZY8Z8+LNV98eYP776vuR6fUmE8+PCqvnvEguB/wdgEd7Qd6WNiDXZofsIBgCnCa0E2a+DUw8FqPcYjMzt3Y0HQTKi7kLqGPEYM+ePVi9evXkja1zQfn93/99fPWrX8Wv/uqvBrr/xo0b8eUvT/lD8+/333//jMX4ueeeU/cVBEEIDscM6GLkFYnmFa9bzvQqv7VRdxvUg7XEiAwyMZECrH6jD3Az4G0BfNoKLo9B3DIM2GWsEKPGfRZwn4tR3NJMKIwdQQcBBbu7gSaNRtZLM+KWbvy0CO0KrQHVBi2hF9s5bwBy54Dhr+vvD7xBWwaO/of+d2qV6TiYr4VqwmLPBZL0fbXLLPjDQG6vbhe0FwL2MpNIKHPlYLvf5DweF0+qDLtFIkA5041QvPnkzwxzUR9vboZXBTl9MRD+SdS4aTdOEkoPwCSZVBA3aqoaXvmgy2XnSL10yWW3DrsgCg0uX84AVlOpe6CUf/qnf8JP/dRP4ad/+qfxQz/0Q4Ee84EPfADbtm3DG9/4RqUCzEw85/aKoQDikiVLZowyCIIgzE7erCfcqPlAgsWFa4D7vP62s0Nr6XiH9L8tWuDyOshNPdejsPTqmKT02st/568BE9/S655D0bmiuEXd3y76e8GFwJ26qVHGgtVhpkLcEqaDgIKGzdQQ4vEyQU9r6RaiYo5adAF4rvoBu8fEEQUbbb5PblSOWzJnIjjmLnHwaRObww80IW7pkkhV6AiYCedCWhD+IYnFQM/NOmGQWgEMfVnPSvXeoi0RcRGY92ZgdB+QCWkrM/DaWVRbCx+djLat4a0iXDTZ3WCsgdSf7EZgZp9f7zc3Jg7omFCLeA9nDv3mOhowgUINgFbCpIjH9qmeooSKOb8q8GACoM+cb3/KNpLJJto2qoRAQak5pdWOmexRr5cJlvh9JkSYaMp8q4W/bPfYBTE5QB2BMHzjG9/Ae9/7XrVwfupTnwr8OM7o/e3f/q3qOKBuwZ/8yZ/glltumfz+o48+qhIPP/uzPxvqeARBEPR6lJ8et1A0j970XJPsBUB+nyk2rNVrmn8WSNykrXz9C+FOorOt8hhbYZPH9Sx/Ut8qP5G5P9dCE7+oboQeY9U7F7AGAJuJgxM1vtBNtkL0rwLWnNYnCFS8kjB/utPjFm7+fZ5j/pkyopMmMcMCWH5YFyo8MyrC+yfmAYm1+vWxC7bZfM9RN2ouMC5xS6fZHG5qQtwiCQKhfeCGzTefxOKqft/uqYWv/17TNdBrsqmcZX4V6N8E9G4Hhv/NZFurkN6mLf1m/egUsuzV4HFkTAdEhYdY84DkOvP9hTVecQqK/k3wW85fANJMzEyfFW8qaqHvAew1JvBy9TlmlUBVZCYA74JOYngjNWbs2aLJigyrOWei8bL2hozoZYfDj2hYu6Aah94ef/xxvP3tb8d73vMefOYzn4EVMqNPNWDeykEroeefN9U+QRCEMKjEQCFuKbou0dmg0L3mbDWdiYxj2MnGtea0ThhwNMA9EEzzyFphEuKVvh8mbuF6yjVzovLd2alAPShFrWsa45ZUgzWdDP4VLRTpX0Tr6Dev80pd1GHnIosVKl7JAO5VwL0O5IcAd8g4NYXFAZw5QGKuGc2tpROlhNwlIL0aHU8T45Z6aXTcIgkCoX29hdVMn3E2KAgBJeZPLWpgy15hZeNi2wPM+04gcw4Yfbzy8zM73nuTFkOcNbvOTH8EF171M81H0dtsFvDrNeQIhoDECiB/DI1nonZHA2sRYK/Ufs2hfZb5+AWAs8W0bFqmmsGuAFYy0mZUgFX/cf21ujb1fN5RwI3odVZPyWRFF9CkTDxn7N7ylrfgwQcfxGc/+9myooWCIAjxilvM35VOADeNrPhSwPDFqbjFP65b4p2bAP8G4M2mRk4RRI5VzhbWJ3RnpdJvioBCwsHfqtdim8nvsAwD1mLAb7DAsoJJiFqdmOYD1jLAZydqLTP97LjYYDQnOGrCDgHGFznTNcKiRkZ3rWb4Xhito7vC1UkG3qKC4yndQJt0EDQDSRAI7QcXVrZaqRascZMxL7TvccHlxpFvbY4YFC+E3Ci+DKQWA6nvBW58C8ifn/n8/bQjGqhyDGy3G4goQWDrKjjjhuw+XfFO3a5bD62rIZ7nhg4QGp4g6AHSu2qfHaR+g7UFSNxmsuP5oqssN/Rs/b+hnRlUKyA7QlYAHrsV8oC9dKqFcvLCbFSiS0msNAI9OcC9BmSea06lYjYSFLUUouJjH/uYUumlbsHWrazETfHXf/3X06yAykHNgn//938v+710Oo0NGzYoPYM3v/nN8qIJglAbKiHAtYfVY/6ZLolbqK3E71FvpXijzUT3i3pz6twBuC/rTXUpKmleZU1WowLsvIsiQWADyY2AZwGZJ3Us1HM34HAjHWIzaY0A1qomJAjYfs8CTK0uQoxHegGLrhD5oo5EBiHc6I+b+4yZWJOJAK717Fbghn/xVFGlELeoDpLS2f7lQA9FJLM6YZA9Dww/ojsMWkmP6XAVYkEz4hZJEAjtBRc4j4srN+hWUTsds/OsHDqmlZ8X4vUAyrTYWLTUuQoM7gHyWWD4X6c2qdy8JZYEEB3hz+NCHnI+cAYJIHkHkD0MeEVtb9n9QPou45cbNAnB+9aaHQ+BwxGIMSDPtscA2Jt0QOSdMl/gCMCY1jAom2RYaIKmnFmE+VqktHWTIkRiQr1HCnOUrMTMA/KvAtlD0TgS1ELuJOAwWOjwy2+TxH7+6I/+CKOj5T8jQXQMVqxYoeb5yjE8PKzGFz7/+c/jd37nd/CTP/mToY9PEIRup6AkbzoHJjeppqChvj9hdAg2Ad4zM5/CZzHjMuCYKrT74tQapvQA5gaLW5wFgDubZlIQEkDv/UD2JcAtGjOceArofS1gMxYJqk+UadJaOM8kWwJqUVlrTQGjcK5ypnOygpo/x0RV3FJIHvC1SBaNYaZDrp18L6T1qEBqKTD+MnDjyRpHJSNg9CUgtbpKZ20H0CYihSuaELd0eIQqdOaHt+gCpS7IXIiYHCjYx42biyjb8yrB7x/T1i0L3gGMHgIyB4B+ZsCr2NCxLcw9Dbi1CvOUwPmw4uSA/iKQ2Qv0MElwLHjVm632jca9oCvzQXFWmvbIU0W/3qu6A6Mwg1n2glv8OrP17lb9Wtc82sD3Tr+ueiSWA/lzQO7olDZEs3DPm86XLrANasK6Wex2UAsf+chHZv2+7/vKOpH3++Ef/mH09naJTaUgCNGg1rNESdwyauKWvqK4JV9ljIDjc+wgGAQSt2qNHa6lzubq6yLjltwxIMvHRzQqV5wc0F8Exp8A+l4LWKdCdOs1I1l/1YwyBLw7Ozb4GlEwsoASjOyrEreYgoS6P0UCd5iOghpdAPic1BIYuA3o3QSMHwFGn9W6Bc0kcxxwR3Rna6fTBiMDH2lC3CLDmkJ7UpjdUht9LrxnAf+y+SYv4i8FVKplq91hoG8FMP+9gBPETo1tgWwlq0U8ppT8LHm6HJB5BvA3hvioUm1/NnHFOuFzp24KZ3mjRAJLZhP5WlVaZMuhsulzzHhBnbZISsRyDpDcDPS+Tv/ZbHKnphStOz0TH/YWMyh4+OM//uMqY0+9A0EQhNrjluxU3OKdnioOKDckdjwG2fgNA94Lel1M7AnYVcfRzOHo4paKVf+sThJ4a0PELUzSNzJhztiBcVSYuIXdBjfKJBnCxC0pUwhZVNlZIvBzOVpja+AOYNH3Af13orn4wPhBiVus7olbJEEgtB+q4lto4Zowf3IxoiXQ3hrm6zgucNZkvDn/XkWARl0QgvmyB6LYkWHGoY0D2Re0CFAQmDRx1qAhpG4Deu7VDhFuiAsObQiVtzOKLJ7MpryVm2S+jhQHSm0Feu5pbkNVPiJHhHYQ+wl7iynsVBgaqkWESxCErkdd7xm32KZ4YRtF/aOA+1iJ7kAQqIB/CvCO6tn3IHELrXojY7a4ZQyY2A943JQHQFXaG6TNY28HErcYAeODIR44XBLncaO/Lh5xS2IQmHOH7n4NU6ypl7FD0TgixBmJWyaRBIHQXiiHAgrgHDYterxQsyWPi2S9F23TTQBWd2ntM8vzcWMZGVb1DXbuCOBvCfBUg4CzCNGTApwl+q+qxSzEufaZICiqcLA1sqAdEYfMKysh/N1679M6Bc1AVSeiqOTEGFoF1XKLIblcDocOHcKyZWw7FQRBCIFy1qF3/QFTlfYB7yDgFTst1cqQfl7vmFlXZotbaNfbhMIG8a4CmUPBkgQct4s0eVGA2kMLp3QaQsUt7LYoqvrbFCfsjU/cQi2A9Bpg0Xuqi2pHBcdKKJzYyUjcMoloEAjtg7KxY3sXrWaYNQ0oNhMaOgdwhGDbLJY4UWRt+/SFPchMPWf9OD+fWAtYJyvfz3caI2KjstSsUKQAN6RLgj9UpNZrNsWNHIOoBS74zlydJFBJKGpA7Js5GhEptVgltRFtIvYzG57n4fjx4/iFX/gFpQx88803t/qQBEFou7iFosorAS+lq9gNKUBf1iME9q7KcUsU1Wa2zHNEL4hdoPsqkBsAkhS3Oz3LHeng0AgdgoRZZ5PTNZACMVLkiGXW6rjpBnG9TC4GFr3XFBw84Nq/APlSTasI6fTChsQtk0iCQGgjijPWjc5iFuYEZ/vocJM7UXIsPWbmjEI2PaZyzuCACyCjAmNpxKCBbXXM+OdYRQhA/ghg7QIczuGXcU/wV2vRokkRGdoQbQJy1USJuCmrErHQwsi9CDjLAXuJnp0MDH9PqjXPAfyr5hiXTlUZ4iR6U9wZQssmOg4EfX1qycZTUVpoKQ899BC+9rWvlf0e3RHy+TwGBwfxpS99CY4TYv5UEARhWtwy0YS4xSTyKyUIWKmnTfS0Y+nVm34q5k/GLmmzQS6KW1TsMqEF8rJ0UQhA7rDuXLDoDlVm4+qvMvpRdBmAcXpYDfizFEICw44KFnyoAUB3pFJRxWpxC39vdl0MGd2kRUVFjxgVOSi2XWDhdwNjB4AbTzTmZ+WvAinppOuGuEUSBEL7UKguqha9em16gi62lVrOOQe2Xi+mbB9kAkCpymanFlAuItRLUJoJQdV8q5B7HrApSkRLo6Lqtr/e+Oae0AmK5HZtR0gxxeSWykkCttT3vgEY+2r1JIHLzfwi0/XAzX4YrQfaA803CYJzOkGQe8J4A8+PXeVYQa2FFB0PFmn7JiUuFSHNsKRsJW2SiX/ggQcqjg6kUils3LgR7373u7FoUSNGdwRB6I64ZRjwwyTWa4TxxqT9c+n3WHHeojfsKm6hDd+YiVPGddzinTcjloXYJQLYjWfdq0WgreGi41lrxi9O6w5Je4PeeLMgQV2pikkCI86Y/1aA4gbjpHnmd+ZmP8wM/YRJXDCWu6gTBN5+AEzsD8YzbnEGgP7bgNQq4Nr/NcmgCLHrFImOOxK3TCIJAiH+MIs77UI8mw1QlHBRKFkEuHC6w0COs4SFC29KK/tnuXA0ATobpGl/SGEfZsi36Eo8kwOEIwD2YiBPL2UfSNwB5Pi9MhvcQlCQ2gVkKwkP2kBqp37OggcuLQe9M3ruMQiFTgEKKqnZPvXDAVyfagGMI6rislC7HWSe1xaP9T2hHhNJMrnU4XZ5bbLQfvCDH2z6zxQEocviFmoONIXrgD+v5GeP6wT/+N4ikbkeoH8PkHm6OYc18YQe4bMZtzABsUnrE/ln9PeZDLAYI5g4hKMSHFEoO4pnEho2Yx/qRpWDmjZbTAHCxBfWTYB/XutMBdZPmmdyECOFLxq9qhjHLXYSSK3QbgdDjwKZei25baBvB9C/WycgOhmJWyaRBIEQXwqtbRTDURllXuT8xszYl2W4aH6NC9IIkGVioLBQFMg2eaFwgcxeoOcuczpOm0WvAKsARZl39yDQsweYYLa9DBPfBvq+A8genJlEYFY/TVFBdg3Y0wMfjhrwdeEi6nAhHgDyT5TP6Ks2v5WFf+jKBL2b3ZfM6xnThXZywTDnwT0PZBjAhBgi5UgIbzbdG9i22TuLRVQHwfdLNSGrco8RBEHoiLiFom5Hmhu3qE0t58RTgMeCxpBJDAyV6eprZhebC0w8ppME3HDS1hGXir7PYgcTAgaeN3unqdiXe7pngcQ9pkhROhffCzjb9Z+lcQvYWTlmXAo2aC0of3+FNZ3nbFlR3MLkBrs1X2mPuCUxF5j3HcDEMWDoETMmEpD0eiC9Dkgu1KOXTAww8dDpSNwySRdEqUL7YhZZwg3aZMW+WTDLndMZ9xwVh+meEJeNjfl57is6IKiqH3AcSN8DZB4vc4ectt2j1d/EN6e+7KwHkut0q33pwqMslehssGlqoaS2QKWNM8cRVFJhhRH64Ws7D3Du4A9CW8DWOs5GcoZTjRxUaVV0FuvOEjV/2QULaymMxcK6EsSwY1MQBKG2uIXVVm5Gmwm7AnO6U298H+Byvj8mF1zfNskBFnuqCQBz9OGU7iTwni/z/byOOZzdgEt7awPFIO2VWkNhRtxiYhVrrdkscwt0ZZaE/6h5HPUT+s39qNOws33iFqcP6NsGpJYCV78CuFXixdQaYPBenVxgQaPbkLhlEinXCDGmMLt3uUEKt0Gr9Y/Nnhxo9kLLGb2eO4H8i9WTA4o0kNytAwc1mlAGdkaojSx9fy0gdSuQ2jQzOTB5DAlTWeefXETcKuMG9CDOa99ne5kRQUrozHQ7bZ4p2qTcDu7VYwJlsYH0nfrmzGuv368RrXphb4IgCG2LuYZ5F1sYt+SAkX+pkhxo8hbAngf00yWIIwFB3IFYgNihCzXsJCgHuwzUqJ5pe7e3A/aamcmB4vV7Mm5JGdHF2cQQU0arge5RTBKkzWN722td5zHT7WDhu/SYQFkcYN5bgPnfBaSWdGdygEjcMokkCIT4Menj65lWLmab99X5Nq9145GPl7UNxf3SNwP5Z/WGPxDsghjTIwFc1FK3lLmPC2QPAz33AqnbAMfcNwhcQDnGMKtt37g5lx1yyWFiI7lDOx2UNmKltgEJuj10uAihIAiCUBK3uHo99I8AXj1K8qxQ17peMhkfI5V9ZwXQezvgvRTCyYFdEOPafYAbe3trmft4ujvSuQWwdxi9gYCN0Uoc8UiV0Q8eq9s5cQvdDubcAyx4+8zxkjl3A70bAKfDtZGEwMiIgQDfywL564A7qtuK1MWQ7eD9sOwWvEUKrWDKYmd5wGxzJXj8W8z8GBX+K2yqfSqUs3qeLLL04QyhDziLgHw1xf4mVD4TRlE/z3m5MJUJLqIvAck7dIcAWw/LORvkjwKprdr9gOc+FNWSCUz2MEGAzoHzeNZSoO91wPjjZq6RJDonoKgHmeUTBKFRqA3euJkLp7I6FxdWh1M1rF9Rxi3sjFsVoOtwNriGsHru6c48q8KYgmp9n2vWX8/YCTNu4ZeWA5lqHYZNWJAZayRXAN6BkHGLD3gv6xECtvWrMcV1Oo6bdrczWhdAOTuFed35u1eLbz1T+Oigajo7A9JrgUUPAVf/UYtuk1Z9buKGxC2TSIKgi/G5mOSHgOGngeHi2XSKiyWAea+FP7ALFpMGLaNUfCYkVMpVQng53a6m/GuLvHj9hQAWA/4l0yI/XjKPZpvM9fEACwkXkYhsgUpJcpY9CeQrOQ1UgUkB9xzgLNcZ98Q2wFtpVIINbJuj2nGlsYJK8L3ibABcWjwWAhK28g0aG0MKHCY683Kj2tHm6E6Cceo3mABRaBs1YEEQ2gjGLXQTyp/Sa9kkvHY4QIJV0BXh17FoDs78Ua8l7laTdM6YLjUWKM6VJAYWA+4Z3U3ojZRsvm39uEw15wQmFDj+16C4hd2KCYoAMgarBYo8XtCdkyoRsFH/7rhYMr5Ia8eQm3i1GV6jdaaUIDXh1xiv0MaQVpEdHLck5wMLvge4/Hkz/tmBv2ctSNwyibwjOjwBYJWpZPoeW8JHgNHngevfLrOYcQHOAte+AYy+BH/pQ4Azp+xzRX/Q3lQlgNoDaryg1udab5RyTfbdfQ6wNwPYaNRzVwD+NcB7dpbMNhfQAK3i2RNAcg2Q40hExCjf4iTgHqrvedzD2mowdZ8WXkzvBiZGAc9s6tkyX2tQxcXZ2WbECwuLb7J7MtI2kwR3aisnmdwy54RdSCE3/GHvLwhCh9saF77u6rjEPQvkj5UZaePmPA/kX9bJ8NTtZma8mXGLbbQH6rFi3gRkjwKe2bSO/7t20KFTkH9Ri/DRTSf7yCzt8QHjlswhnVChCHPUMJ5QyYE6ban9Y4A/H3D26C69xFYgz0KO6eqkrlHY5EABdY42Fp1H28QtXdIBmJgPzH8rcPWL3ROrVUPilkkkQRByo+27E7ActrPFC9/3YVkW/KEnAPeGXmT9DHwuqlQwZRdA7ooeI8icBsZeNpnTKmTPA1e+Bmvp9zX4F+CxOMZ6p88kCE7W8XyLTAvi+ZJ18xVT1V5glHFnm5s3WFxse3TVouLPMwt31CTW682ny/a8evGA3GN6I2/T6icHpPcA47Q/ZAaZIxZ1oIKxDmrFCwMDWo5mJDdrfQJBWvUEoZUU2s3V33PxFFUrJANyJ8z6ajb5/JPWsFx3mcxmYoCJbG6+g9gFsh2dm970bU2KW8aMY4FVRay32vOxm3EcyBd3RvhAZh+QWA0klplOtQCxmxp36J3d/Sl3BkhvrLtRcwZcB5MLAL9kjLEmOGbxNGBt0hoDPOfOzYDLUUvXuAvUQVOtHmMGrw+pFUD/HYBTZ/zXKciIwSSSIKiw2VYXpcx59Wax0svN111g7CX4vRsrtt37Lj3oM2rOx6K9SJNQyYFTv6k7A0oZqbEtvcDYIfjHfwnW+l9AQ1AbeVrkUdk+DXhHAWsonNf8NLhJZQKgwu/NcQLegsLAhBvq4nb8mXeKPgPrrAISi4F8OYufWvG1gJK3BEhs0UFj72t1u6aa4xRqhudSBRtdUn2ohrTqCULzUHELCwOsPLN7Z+5UooAVZ3tR5Q4xbsBV9xfn51PNvUaMf6P8aN6s620A2Jo+/lWg90E0BJ4v/gyVFO/RHXoWdQdqdS5g/LMQGH+0/Lfzp/UtKO4lILFUJ18qwmONOG5JrNOaA37EXQnsRGDhx95gxhpvAzyOXXRpUSIq+HlXjgXSQaCQuGUSiWRL8N0MkL0IS9mhOMDZzxRV6B09r5+9VCahYKDg36t/oDbq077eQPyr/wb/+C+WTw5ExeJ3Ne65me33jgPeQT0GQLFAf3Udz8d5eC5OEZ1/Ji+o6t/Mj5O9GEiuAvIvoCGw48E9NWXD5KyW+e96UfoNcwH3ivFbFgRBaAIqyU4RN+MzT2veyQq9rRPAfkl8UByf8HqV+bbeqDcpblGuOdzAN0q3hyh730bGLUe1xhGr2UpBv5L1bRA2AeMcUYvo/OdOAsmVzY1bnGVAaj3g1zkOWRFaXp8xcQvf27RMlrG0uuC+IbkEyJ6dGhEVBOkgmI7v5YDxo8Clv4WfXDp5ofZHXgSy5+BnL+qW+wt/Caz/Bfi566rdyUotnnoSWoQs/0HA6VdV/aCoZAI/qBwB4IJu9wCO9natNPuvHnP+T4GJOlrxg2K6IQqjDJEyrXJN5dpDgLUCsHbrSr/FWbNqLgIFNpsWvyiDjoJKcjWs6JIDqc3GyrCBwZp3SndGKDHBJgWFnQo/i6zO8eaFVVPuVGoQKewomwtBaALc3HuXgOyz0y158+e0KC8F7NhVkN2rq+lMZLI12zbe8YQVWY6bqTGxEJ9BM8qo1kj1eU9OVXQrPQ8fk30K8K6i4RRG3irpGkQatxzUY4bOHbqzANeDxy3WNmDihdnHAULDhHV/E+OWZUD6JsDnOGQD4wmfulILjPhxrd0agj6XHOUZ0DePo7fSVN7MuMV1Xezfvx/Hjx/HypUrceeddyKZjM8omLwbDGp8YOIUcOnv9BdyvMAbLn1h+llb9N3wuSk/91n9WGcA1poPT3UQpJYH3kQri0EmHUYPal2AfNGiueBBWHP3TN03ewEY3guMPB+BSm5IjM1fpMmBSUue0TLfO2vaItcbpVnO+FVxEvDZ1jashQcjp2CJM0uGlcFRcueU1ZJrqvRhSG7Xs2DKraAJi1/+AJB6rbSXRWJxZd7PhZnGRgSlbdeqF7I61c3nSxDCwmsON9pMDqh/F21Ic+ZrBZKc2+Z9nzRfSAO9bzSPc02i2ArRXn9Dr9FKlG+sRJxu7dS/eb/8SS0uGEQ/IEoKukENiVvKdGz6r+rEDNvgKZ7H2MavJly8Cshd1ueyVXFLQauBCZX8+RINhACkdgEJag6EtTKsEZ+Cy4yNJREfmaV4IeElcUtT4pa/+7u/w8/+7M+qv99xxx0qUWDbNv78z/8ce/ZM7ftaiSQICnZ/mbPAhb8Klvm8/E/T/81xgpO/BqRXwVr2A5MJB44kFAQOVQKCrVzMtrsT+s/EPODiF4DxCgvI1a/Cv/pVYGAXMMJW8xZWeZ2Byd8pMtQiS/GhSjNyDH6O6r/a27UloXWl/F19ZspZvW1US/4YYM8DPDorVGCCYn/9ZoEcB1K3hUgQ9ADp23XHRK1WhjXBQI+/mwjr1U1hUZlcLBow39lOiBqwIDQOBvLeEJDdF+z+uRdLvpABxv9Fr2vpO0s2vya5OanOzxEGbjIpdtinExLsWij7c17SN2elSQq0MG5hsrZYrDHKuGWaxWJp3HLEXP5ZUWdltsK58tnF0QNkn0ZDcK8DiUV601+JG18xAsXsRBkFBt4QIkHQA/S9BsC1OqwMa4Hvx3EtwijURyGmL8QtKmHQxVvDJsUtX/ziF/G+970Pv/RLv4REIoFcLofv+Z7vwXvf+14cO3ZMJQtaTRe/C4ra9Dk6cP7P68tuU5hw/Cj8K/8Ma+GbTXKA7fj6RZ7cWFs98E/+73DPzY6BVtNDTYAGVPdUe2KAtjqOHaiM/DYAHMMorkawarumsRtrpUOwdPYEgYoIiio4QZMpzloguRrIc4EtqsQ0A5vaAyLy0xC6fcxAxH4EoTGo1v4bZmPp1ZkgvqwV/9m9VpwcIJMb6yQw8a/hnrpekcEosOe3Nm6hPoFN9X0KXbO78UxRNZ9V27XAGF0JGgRFDVVsMVt3gjdldawIuDFJbATStJJmgSvK0YgAKMeoLnYfaCR2l28LmxS3fPjDH8Ytt9wy+W+OFjz88MN4//vfjxMnTmDDhg1oNV3+TjDq/xf/JrqW/eHH4Q8/bv5hw08tAXo3AqMHtL5AE50NIoUJEMdpQJAT1E2A1RL66fLDuxDAWlMduA5Yc4E8RXEaKLBiLaqhGlytvc/Wc59MeOSfaUGlheq11Hro8o2s0BjELkgQGvTZsoCMsXmLgvwJfdNPrrUM6HpAlXjGRm1rBZc3G14r4rjlYtA7mw00zykV+DfqddfnKOk8YGJvMMvCWklwfQ8708zzlZzluGztfGRlTMdmC+IWixaYErcI7Ru33FKUHChALQJ2DixdSg281tPVCQI1WnBjL5BvxMw68bS+AG8F8rTva0NGX4A1l61kUULF5CKth0BwcaaSLSv5tlGxTUVcJZgDWPOMrzGz/AntF+zOZhdUIanSc78ZPciWESLcBriv6CRH07GAxM7KtleCIAhC/FCCxnQlaFS3mbFKdIeLvtTkCnFUUA8gWY+zQDm4MQ6rF2CKIbQeVHHLcmMnaUXbLcEuR2felF1l5ph2iwgDxwz6HtD2k6WFM7oU9OzUrlPKTrPZsP17m1gyC7Hk3Dnabk4xODiobkE4c+YMPvWpT+G7v/u70d8fRFy08bR+yKGluIBTpPorVCZfRkgwkja9eqr+nhEz3As4bOMLYukTAGcL4HK285AWdZp4OnxygOT269a94hZ+LuLpu03b376AyQELcLYDNtsUEd3vqBIggtDgVr2wN0EQZsEF/PgoXccaFWPEMW55VcctPbcByc3RHFfPHVpzYPw5nYgYeSR8coCMfQvIX56+CbcXAL2vA9IbAY9aFgGTAxbjsiAW0QGx2HYdj82T0KHUEbfs2bMHq1evnrx98pOfDPQjR0ZG8I53vAN9fX349Kc/jbjQnR0EyufXhZV9ET67lFb/N+DC3wB0CRDKk14e8WvghWjTqwZn6J4DrM2AvQNwD9U3l6kEiM5Oc2+o/dDoarHbFAr4O48B7sshtQYSZpZykR6vcA/X2Zbo6AVfWvSERiIihYIQedyC/GHd1Z2+F8hQn6jONaqTUeJ7UbtGXIg2bklsApxFwMRT9Y2MMHGRM5bXE3V2JXoTQI8RrlRvtnHAPxGykyShOzFpScibf7T+uEV1dnZ5XVOIbdzy1FNPYfnyqb1SkO6BiYkJvP3tb8epU6fwzW9+E8uWLUNc6L4EgZofG9UXY/+G2bddhL/0XcD4eeDyP7T6COOJG3U7YzaE/kBAaCfksc3uFi0OBGNxFJbIFiBmn6g7sQbIPlpH0iKnLasS28zG3vgss80v1PxfCkjs0MrDXfjRF5pNDXZBjRAUE4SOiFvGgNxzU/Z62ctA6mbtQpMvdSgQ9HnLNiBuiaqwYfCprbQA6Hs9MP5kefvEwPGGFYEmQEIfg70ZcB+vI26hAOYBI9I4F7B26ZjPPx0+bmHxR3Viiu6AEN+4Zfny5Vi1alXgR+XzeeVaQIvDRx55BNu3b0ec6MJUHHUBDk33C/YnYGUeB5IusPqngIFbW3mA8YQ+vca+UTk/RLJwN8AT2bqmFyVnhxEWrAHaOdHKafI5ewB7IZBYDyS3BH8e3teZq0cN6vYGZhC4D8gfMKMxq4HkHi3WEwSOEyRv0wkGWhqGFi4ShJDIiIEgRIQH5I+WbB5ZMX5Gz4Kn7gXsiEbsOgkWg9Sf7N6LcdyCq4B3EOi9R9tD1tpBYBe139MCMLEUSG8H0ruCP0/PbiC9AnBfjCBuGddChh67JmmftwKwKc62OODj+wH7Zm3Fyd9H4hahQ+IWz/OUYwG7Br7+9a9j9+7diBtdWEZkW9eVst+xKPzjvgp/7g5g3muAi38nYwcFJk7CZxeBlYJVg+fnTBroOMAsv7cfsJgkmG/cD0IEB6zUpHYVtbXRH5jdCDcAexmQ42IXAM4DWoOAH6EIpn8FyF8F7FX6ltgK+CuNi0OFLg8mShJbps8UCkKjEZtDQYgIquFXWEe8V7VonrMRSK4FMlSWl7EDfW5YMKALA9dxuz3iljTHJJcal4oQcYs3DPTerR/DjTQLHd4NwLsKpDaYcZQAuCwGsVofpaA2X4drOkFAYWmbWgLLTGxWaWxhvnZ9EBtmoQPjlo9+9KP4/Oc/jw9+8IM4cOCAuhV4y1vegiVLItTuqJHuSxB4I6pjoDIurNwBtZnyl74bGD0KXP16Ew8wpgzcrBYdKzKP1AZa+xTwOWawFnB2G12CgCMH/knA7y8fZPmL9UZ71veQgYmoqIQTpx8E4J0GvLNabNBZDiTv0tZJKlFQJMzEJIKzdrpQoiA0A0kQCEKElfDZBPdcrW3jpoHUTp2cVlo1XQ7XRpUciKo1PeqRhTJ4LwH2Oi0KSIHkQhdENdgZS80FJgRKSa7RXZFBnC9yF4DerWgIFJWmc5W1HrCXAvatWqhZjVkUnVu6PFir2theU2hbmhS3LFmyBB/4wAeQzWbx6KMcQZ7i3nvvlQRBS/ADtoepsYPH4PdsBVb+CPDqnzQ4exxzxo4AA7sBO6LWdL8JCQLiLAT843p+n8khlbGuhle5AkORHrbrB0kQcMFraEscg8KDOlGQvF0LGPJP7zLgHgWsBYCzThZZQRCEbohb1NgBXX02Aqm7gexTEbSJtzEeZ95XRpcgaFbcwpFGWiD33qWdlDLPBnhQvnxygLgjgDMI5INoSU00uHZIF44jgHsRcHbqLk+f+gRXtRAiOE6wWsYJhI7mwx/+MOJO92kQFM9oBcCiYrB7DFj1Y+hqMqcAL8rFsQm+ylx8/FN6s++zfScHOBwdqGPTznlPe268PmI+LRm/Zf6RAuwVQOJOM1YgGXihRdh2bTdBEEo+S0WaOEFggjh/BEjf091nUo1lRKgZEErFv0YYo/D1Y2XdfRawfKD3/vrWcnYzslgSK7HYYcBlAoskzejBLWasQDSShBYhccsk3ReN1aBqa6mK7BFgxQ+jq5k4Dp9iP5HQ4AXAWmta84rsfiy2t50CEsxa12p/dC1cgkAJIzVDeTcLZL9pAhh2LtBiSMYKhBYiIoWC0LrKNbVv8seA1J7ufhW4OY5CoJA0euNqrdO6AaymF6Dqv3tCJwkoMlwL+QuAQ6vkuMUtOcB9wnQtMDbnOIgUNYQWInFLFycIahwTsNzzOuO57GF0Ldf+DcjX6a87SSMX2kHjf8zugRKsUd1N4GwA7NU1PDcdDkIcO2f+ih0RGgo9svcDuRBzi4LQKGShFYSIqHG80buo287pYNOt5A4Hm71vddziM26ZA3hHZ37PGtHdBD23AKla9AGy4USK3WFjh9wMKAJ9APCea06HhiDMhsQtXZwgqKOqauVfAaxhYPV/A1b8F2DhdwM969E1UMn/+rfg50djnIlPAM4mwJ/NaYCWRxSi7NV2iKE/BiEy6x6dDAbQPJiFZ7VJ/OSFOCy0dsibvG8FYSZ1VFXd43oWP32v7iZI3KRn3LuGvO6koA1gnOOWxGZjY1wJTycJnHlAzz3hK/xhdBjoZGCFG8eNJG6R67/QaiRu6eYEAb1Ua8+MWu5pWJn/gOW+CCs5Diy6TycMeregKxjZD1z5Cvz8Dfh1te01KDvt3GwUcYPMHR4H/Mva5QC9IX9QQBEfCgzVPM5QDxG1VApCPQutHfImAaIglPkscb2sY2SMQrbZJ4Dci4BPcbjlOmFgB/Wjb3PcM0CWVeqJOscNwsYJIfSSKDgcpFPEewXAZaDv9SGLD37wuIVOBmhmYaOAxC1Ci5G4pcs1CAIrAs/2PBNKLd7KPg8r8wSw8DXAig+GFxNqR8ZeAkZfgGVZtWsScEY+auwtesOPEO2EFkWMDgPOdsAK6juaCS52SVFDJqUixwJSbwSS91f4fhcrVwuCIHQUuYjE9jJ65CB/EMjS7WA5kLqrvg6FdsG7ALjn9AagZi2lBsQt1lZ9bP5I8Mf4VwD3ANB7N5BYE+wx3hjgzA0h7tiIIo4FOExM8T1Xhsg0rgRBqJfuSxBwY6rm06MkByv7LOC9DKz6L0D/Teh4hh6HP3YEFtuCa4LtblG26y0yLXTUiqgl+HpBV1PszdXb87mQW3NCPH8jLIPsovfzstbZMUUNAwTOi7IdVP2dN7fJPz9nfr5UM+pCZvkEISIcPZ8eeev9AYBOTek7tS99p5M/DriX9DhTLajHRRm3LNbP6Z2p4bFZwN0HJNcC6duqxy0uBZbnBXxuu/Fxi1Wue6VNrcQlbukcJG7p4gRB4YPcACxvCNbEt4AF9wLz34SOhr66F/4C/pWvwXdrEZahWm1U3RY9gLMK8MuI+4SCugXjxgpxlooK7YcCLbQO0HOfSYZEMFttr9VdAwoXyD4GeCNAgjoKpeeyiZvqSGFy4HlzO2Xm0p3mdBZ5pwD/EOAfBPwXmmPF2cmE1h8wN0EQSvABr0HXI/8GkH0KSKwCnE4flczozonsSzU5WqlNc9RxixotqAMK/Fk5oPd1s4/PUociEUR7IgHM+S6z7kYQt1h8X91r/uEC7l4tosyOzxkjGxK3hELiluiRuGWSLozGGt3C5MHKPAX0r9Qihp3O8JPA2MvwvZCZX5VBXh7NMVBo0H8lmtfW4uzdCT0TmLi9wgLJxa1akJACeu4F/OPGwqfOMYMExaU26tbQSSaA/D7dOpi8tSSp0YbVb1W15+u4yAQK58zX3CZdCtlWOaRfX9VVMmRGkvKVWx/V98ZN4rFNqx+NQjLxghARXoN1Zz0g9yxg9wCJ7eh43JO6kyDs2qI69lZEcwzOTUaUMIK4xX9Vux/03gf0val8aO8NAXY1XYEUMOc7gdxBXXyod8zAvkUXNjzqQhWPubyg1037ppKODIlbQp5giVuiRuKWLk4QeMNNsVKxss8BvfOBRV2QJLj8Jb1JDYsS76szG29TlJDteREoFE/C3+WQ2XBXOr7Zqto20HO32ezS03ik/rGWPCvaKNP2xzbRfdqdI/VawFrQxh9tRsAMwDYBKFQ6+FltgrK9SlixE6OowuKfAPxnAf+wziozmFTjB55JXAyZjgPe50ntnNGuox2NQBZaQYgGj+sIE80NhhtWVo5VV1qHowQba7heW3OjiVvcE6Z4EBWjgMtRyd7KiYBZtZ9sYM6bgRy7967rhEK9DkzeoannnmFt+KKOW5w9AAodmRK3hELiluiRuGWSdvw01o7H9rKXmvbjKGCInnnAou9BZ+PCSgyGdzVQi8OO2gWSrNWAxQX2KqKHLecUNKoQCKhW6MLG1QbsRUByC5C+C+h9LeCfLBJLPA/Ya+rIxlumQ4Cb1nKJmCyQMwmE5C36/g0RRmwwVkoLNjFoK8wnUoypEV0/fK+qyv+Y6QLwtYWVtRGwqENRgBWmfpMcOAD4bE09Cfj0bOa15EbRfdl90IQgvl2w7dpugiBM4WUBWiw3C3apMUju+CSBpzsmaolbaBVZT9zCxLd/CdHD98ppwK4kRlgStySWAeldQP8DwOCDQP7QlFhingmMFXW4Z9CZ5mb917JFOWooHJrqplBxSx1OHa1C4pbOQuKWSRqhQhJjuBA0tw3Yyr4Av2en7iRgpT1K+ncAg3fojHH+hm73Hy8zh89F0JkDJAb13xlwqPtFt/HyT30KWPGfgURAldwC3MiyYuyFTdwMAPZ8s0lrENYwgPlFC3mPrh4ogcIE0PNacw65iRwzC+sJbaU0DW5ADwOJnUB+f/j3ILsCOFtIqya1YS4Dj9G7YqobTA40yq+50XCTbunfRcE/VzXgUsXXi+2dvlZUVq2mZuZyRlXpIuBT/LIQSI7N3uqJTY1x6RAEoQvxmz+bzY1iYptOEuQjXmMphugwuZ/QI1zuKeUINRNeQ3t0zKLWs1yF+9XBxCNA6u7wCXUWDpzN2kkgDP4A4MwH8s+Ge1yon8FRAnYSnjZf6AMSSwCHcUQSmPOgjltUYnwE8K7rjXq+dF3LA5lngJ7bdbU/9Htwnt7ws9CC6xXuc0U7JqiYqqeN3TQkbhE6jy6LYv0ahWmiShK8A7j8j/U9GVvVFzwA9K7SNov5Y4A7oWbi/QX3APZ3lgQW/J15Yc9OzVOrObo3A/lR4MLfmVmzOnGHgWuPwl/wHbCckO13qkrPhSHoa2NrMaVGJgcUN3TyQo1C8Bxy4ziiN+lqrCFMeyJtMY8DiV0mSeCH6B7Ybf6erN6GqmyMTDW8HVEWVBwXKSRlktGPGLBVl6MBhYBHWWMWRjPyZZwwwgRGQ+Z93GWX1oo0YTxEEDoavzWjS5NJgpuBPDeI9UBtg82AMwi4tOg7rOMRbsydFVpfR10rTMxSSIqoka6cuS4ngMQmHc+wDT6KsUKuBezO4O9ph9ycWv3h45bE1sYmBxRDQHK7ESRkImDCjKhcBLLHQhwvGQOyL+rnKyTUg6K6QxFgLWT8Occ8d5uumxK3dBgSt6B9P421wkC/NUJiKkmQ3gGs+GHg/F+UqTKXgZnz1HIgvRroWw8k5ujNk3sSVuY/pt/XG4alsrzB8anEv/IHgex14BITBXUmT0aeBXo3wO+/GRYvmIFhh8NObdkTZAGiy4B/rDmvpUqqFOb/68S6oSsgbKdzg75WRuuAbZAqE1/8fANGGK/gkT1mZtK42LZpgkCd75NT7wP71mjtBlXAydbJ7PSfGVlrOwMyCkneNLuidDfN8oV9jCAIRbBLrUUCqEwSsFKe2gNk9wU8DhYg2Gk3T3f5sQWbm3n39MwRTzoo0GYxKFzmmLBP3aKv5SpRUOe5cV/VI4IUTQ4bt6iE/zPB4xYmRkIVFmqESYHsE9E8Fyv8HFtIsChzOHzcwsTENJhYKcQtfG9PmI67gfbdkkjc0jlI3DJJm34aa6W1CqlW7iX4bP1a+UPcnQPuDTOnxTa6ZNHxeVOVf9rB0D6RKrCZ0WiPh61lmcfgc3Fc+SNA5iJw9V+A/LVang2Y+xogvWpqYQi62KrsK8/BNsALYPmjukDmm8xzg1HidFE+3wXAprVRT8B59bxWl+bMo7MByF837w8GJ7eZiMkD8s/ruX0K6LFK0bZ2cTzZhfGCFabKFGXbIYOSkve3xfdSATcCHQEmOajavKnLkwS12Ba26/tWEBpFi5Xd3VcAbx6Quk1v5KjlpObFE2Z95FrPeMWfGrmjJaM/bDoFIraV5vPm9uo2+tSdWiBZaTTU8nMswFk/ZVscOm5hB8SOYKMGqntzoT7+RhP1+s/kTpLdG+mAnRu0MzygrQypv0TBQ/U+ThtdAq6zvon3Fui4xab+T7te/yVu6RwkbunSBIFjfuXW2ZFZ3lUg87h5E3LuzQfcbIuP6TKQ+ZZOFCx7lxGKKVokuWhmLgDXHgHyZQQBe9YBCx8EEvNhMdGhAgXeQmTj1cIwXy8eatGYpa2bmy5VZW4G+ZBthAGgloCzMfj8on9VVznomawqFmxRZJv8qBl/YFKA4oQU+eM5b9dFFtPPM9+HUSQHlEVh3jyXY85PQX+DXysWRorq3LGlk0HrtvYd96gbvhfDdgRIB4EgTMduedyiVO1zz5i4pado7KGFx8RYyntKJwqSTIqb9c8vXEOoZcMOhaPlkwfqcTv0iCOdG+qJW1QH5EtV4pY04L6MpqDGSoNu5gOSOwok1mq3nkBcB/wLpjODVtQHzPHwtWCXozdlcyhxS5nXUOKW1iBxS3cmCLiAOEsA92yrj8S0IkfbERBJoiBbTgTIhk9hnWXv1m+ZS/8XyJzSnQ+L3gmkV8JK9Bc9US0fMD6Em7d5gMO2cm4UaSVnbAKV3V0OsHcYIbgobQ1nQbXwJ6NNELCLQIkzbtTexfZKXfXn+7Kg6luKd0zpTKgugeRrTWU9WXTeHCM6ZGY121EkbzJAK9Ab0SLLz1lBrTozXZyTrgUN26CONsaBoV2QVj1BiOBzlALshYB3ISZxS8QdAZEkCso5GbHLgZ0P2/Rmme4M7Jrkep7apQV97XREcct8IHG7iVvMzL/SKxozcQvHCk820eWGTkBpo+cTERSTtPsBm0mCk3rjb2/Q70vVMVcGVcjpNULLtDPk+SkXt7gmbpnNPjqmSNzSWUjcMkkb7iLqgJsmLhbjF1ub+W47PFhUlc9SJb8H/uI36Q3X8D4gvWJ6cqBe1CLNBaWwOVxiNr0ct3CZxZiy4WkG3IQ3QtiSc/D2VsC+e6p6wXnNaaMHFG8s6i6hR3XqDaZTwFTWeWxs5yRK4dkHnHVoT/gaF5J3rMykI0gO3DDnc8C4IxRGWFYarYbBojZZvvea0P4pCIIQFK4PFPHj+itxSwjY5XANyHGkjNaEW4BEn9EcmButpd60uIWJh6XT4xb1ZzPXFsYtDSii5A4CqdsBm+ONJm5homXa6AHPQVF3CXUL7NeYxECyaGaf6zI7Pq4U2T+2IxK3CJ1JdyUICsJu6T1q9l6oAX8ClhIrSsMf3ALL5hxZZnomPmpUNZzZ5cIcX2GGbcK4CTQyYeA0TlRICf6wvW6n+RlpIHmr1hPgz6UtIje5zNB7p/SCm/3G1HFxg0tLo0LVnVl6qjG3Y/eAwjY6FPxdLwdv958mYliYg82bCj7fJwuNRdbL5ntLdfVDXf5Y7XkRsOgUkYq4g6DL2+WZeAk7U9q2M6iC0EComE83G9XmL4QnA+QpNpwCEhuMWC31n1JNiltyU5pB/jjgnWhswkBV4hvUZZnlezAF9HDTT1JFo6GOLnyo5Mwl0+1JPYJvm/vyuPpN4r6wblPMclN7dg8oJG7pKCRumaRddxL1ZXqZPVYtexU85YUAZJQzg4LWQ+zMaMYFftrmt9co346aee98GwpEceN6ELC26N+DgaDSE/BMhSOnPaOdpVqISVnywQQa14tsHzcbJeYGJmoaBZMghYuy94xJllA0KsD7SVVJ+BplTbKkEHgwacTqxq3mXHF0w7TGWktMZwiDxKvmfcM2RyZdFgLWPYDHeVI+Xz00wKKxrZBZPkGI5qPEdvk5WlCVVXGhRrLamYGw044jZk2JW1gIKPyjD7CZ3Kc+wsEGFSAaHbdkgYm9QA/X13HzO900FbeoQg679BZre2cURkCYsC8kRrjmrzfjBw1M1DQKiVs6FIlbujdBQJg1Tm4GMpIgiATVKsYLfwsywGqjx3bBmwH/qNkgtpuCNCsKJwF7OZDbByQ5H9mnN7/KAsoFnK3aySC/TwcWk7DTgOrS/e1VfVUbe8tU9JkkOQJYy6a0HqwV1QM3PofP4KNSwEx3gqQZWyiam1XzkrTKPA/gjPkaBZR6zcyoU6d2AKsonLfsctQ6G9bmsFEHIwgdELck1puWeSGaNahVcQs3xOz4u03rDqnkdoREaQ1ckREge9C4G7wA2Nv1iAXPKzWTeG6ps0QnA2XBPVKyRrJzkrpKbXTRl7il85G4pcsTBIRiK7r3q9VH0t44K4D07ta2tRfm/7DFbAbPtdlCy99hWGfTuajS1pCjBoWPJytG+SeB5Gu0pVJ+75RassNF2czXtwtqY88qzsT0jTh1GSY39kF1LWYT+kybpEmq5GNOC66nS5IA7CIoJF5mUaIOREqLTyq174VdbHXIc988m8N9+6tjhRQAACYySURBVPbhC1/4AjzPw6/+6q/W/DyCEFuYOJa4pX6oEZDc3vq4RTkoUMDwFOCZZHUkNEkc17tmXKVobUlbQ45/Fs7pEODtB+w7AHsz4D0/tbZam9ozOSBxSxfQ3LglznRvgkD5sc6voH4rBIbK+94mgC4HrUZl5VcCPt/Wp4M9xudxU/yQM3ODphJfEADkYnYJzSFhkhFG2Cj3HJC8RWsKuCd08MAZSo4fKIvEl00Wfk57LbKKMXPjOAQD3h5t16hcPcaNLZITQHyQisq3Ax5tH41Q4zQKVZl8EwKohUbXIGUWC+MTro61S2mSGvDZs2fx4IMPwnEcpNNpHDx4UBIEQmeiWtXnFo2XCTWhlPc5YjC39SeQLfnOWt3tptrxgzxmoYlPjEigPWjWHq43HuBGWCSpOkbHuMUIMXI0j6MG7BygcKF/DvAO6a9Za0zHn9N+RQ2FxC1dgbgYTNK9CYJ2uzbFmcx+LVhD28NWo6z/qCDMdrZqrZgU11lvRBYHdZs7FXUpItS0zpIk4Jh2dJUA2A3k9+vFSKktrwCcDXoTzeNjQsZZCbjHdDKjoArcVjA4uNVspJ2iZIBJMs0WOKigiH8eM4kFVoFWmPGScqMbj6Ox2EY/gr9TmdeincY+2nSh7e3txZ/92Z9h9+7d+MhHPqISBIIgCLOSe1Er8sehw0tZcK8wts7lrKaL4agJ2/azgDMIZF8EcmfNeFyzEtIpoPcB/dcMuxu3mzE9duedBywKATPpwSTBCfO1ZYB/yhQF2nHrIXFLVyAJgkna8VMaDd6YdA9Ehar8UmgnBgstURu1NabKUphzL8dWIMfN+DjgzjezdMXqus2gqJ3dXgB4lwCHLYcval0C71UgcSvgLNejBuwkcFaZVlO/PUdk1OuTrG1zqCwhbwD2rVoFmvoXVEtuGDzPc83xMnE0WqRnQLvJzQDasYujc5g/f766CULHo6530j0QzbnkZpbdg4gHlnFYyF2ZPW5J7NJjiKqIMN9YYLIY0sxutaKuPHsxkD+lkxZ0ZqKzFDsHOG7ARAH1Ffhv1WHX254xC5G4RegyujNB4OWAXMBWLqEKFtBzj6lmxwnOn9NZYR7g7S2jFLxFz/1NtqbTL/lZXcEH2w8vNOk4PR2oKP9kns6LRhF4k+4Y4ELMjoLEHWbc4JWpWVQmE1SCoR27CGqAwZz/otmgbzIKyS/UaXPJCj/fu06Rj3WvCdCMTZWyqrKKRkB4881j2PIblwgzbogasCBEBl1XuBETIsACkrdNrbuxoUcnAFgsyH57SrS3gHOziVsKSWrqEz0HpNh5eBJwo9QxmA3aL49qLS+uf/kzemyAzhBKS4jjBi8C9m4zbmD0hZSI4VUTt3TJ9kPiljZD4pYCXfIJLWXCXGSF+rCA9F2APS9+rdSq0sy59rwWyfGemMpc+1TLz5RJAjAA26sr+GrO85XmZrsnF1EuvOtNizx9hPOAy/GD27WbgbIEZMX0fPtm44OiZvjHzAhBsRPBcTPPWIugILUmlhoNhJTZ6BubxdlQiYAK3Q9CmfMV4JyWewxlRs9Nn6EdHBxUN0HoWpQ6PEV4hfqTA7dou+s4xi20+GUyKHUvkH10ao23VukYpWLcskPbd+deaFI3gUmM54xtJDv6rB06vlYOQa7RH6Ar0wZ9rn3aF7OwIXFLeCRuiXvc0ml05m9VjYknO/8C1QzS3LAuaq0ScJBMIJMExckBdhUokb8KuAcA74qx4an2EYmgeuy9PCU8ZK02tkBUBKZY3wJz3KNao2Dy9+Dv1NvZH+GCSORk10AxRhQpEHyN6LW8GbDouMEkC9+3HA1gpwk7BDr4PLZ6li/sDcCePXuwevXqydsnP/nJVv82gtBaVFu5xC11k9ipK/TVbHRbBq+B3EznipIDq3Ws5dL2uALuS7qdP313c+KWLN+PzK8vAxKbdBcD9QiwSCc5FBzlLdaEyZtR1A5ebyVu6dq4pdOI686uwVYls1mjCYFIbgGcJTFeZAsVX8dYznE+jnZ31wD3ueqBlscZOnYaFH4/tp+zFX2OqTybqjPb28sK5IXBvB/tbfpP9ylTKXgBcHbrhAXfswXdASYHOHfPdj5VAe8QVAt/zlToWYU4UuP4gKnCMAmgXqvCmECM36sdS20L51NPPYXlyzmzqpHuAaGr8bNGhE6oC2e9KWq0QdySfwVI3KTXMG8IyAdIEHHW319q1jzqK9DpZ47p8uybEgX2rgM5igrWATsGSIqCw2x4/IbuzMw8BqTv0+9ZJgjUGIdvRgSv6mRHJ3XhSdzSgXTmhj8s3ZMgYKsyL7IT/9HqI2l/aA+ZWK9FW3hxjHP2jMenZuA8wLZ1K17gx7qmZY46AROAN2y8iilkSGwgQd/fiD6Gk+dyYMqBgcrAHHlg5l1ZMJpzTqtDLrxxPvdBUZWSrEm2sLV8CYAzIToEbNN+t9h0VSSMNkAHVyk6vFWPyYFVq9hSKwhdDNctirJmmTQW6oJjg4k1xn427nGLpzWH+CeviflnQjzYA9J3mvG8jIlbLkyPW5ztERyk2eQXzqVygjKCwewk6LnLrOF9U3GLvca4D8X43AdF4pbOREYMujBBwBc9w82htOjVhw2kb52yNIzzhV5lrJm5zuqNvZrnD4H7fJU7cAGOYhPK4+RzUbxnEWDTMuisHoUoiD96RhxPjRakTLIg0SHZd7oRFI98nAzwQCZR2CY6t6hDoAPOhyAIQnHckuU6JHFLfdhAkqr66TaIW/ImbpkwccuZeMct3kU9ZpC6Dcif0B0aTBaoH8XCBn+fgphyX2es0xK3CF1AB3xSA+JNyCIbBckdplWtDWArHeOA/Msmg96QHxLBc3hGRJEb/xHA5ujAsulBIUcjmBTwCxnOGAc4gbPvHKNgUmS6IN1MGFjQV3mgyFmAX3Pa/zx0MBb/C/n68DG18PM///PIZDL49re/jfHxcXzoQx9SX//ABz6AW281LbCC0JYjkZIcqJvE5hg6FlRAaeI0Om6JKEEw8c+A1aO7c5NbgcTa6QKJyra5oEcgcYvELfGnmXFL3OmeBIESkmCbU8HWTggNhX0SK+I9v1eaiafYYKHtjXCTnWCm+4WI/KTLXRiKLPMoODh5PJ7ZFF/SAnmcKVVqv1w42SLP9jtm2wvJLLaXsvWerXnUPkgCdpuc+1JUBYE3dkDQf5rdHNW0QOYDFhMlvSZ50pkX4c6leXZBa9euRTabxbp16/Dwww9Pfr2/P272q4IQhkLcwjVBqAl24tlL22fkrGLccjuQf76BcQsTE7RYHtCCg5PHwzgkA7jUZaK70wiQP62fw1moBQrVMTO2Zoxj7q/ilrlm7Za4RWgXxOaw+xIEqhVKkgM1w4WDrgV2m2ThFb7ZfNM2aAiw1+pWOLVJH47oR2QBizY+CcA7BdgrdBudwp4+66gCFLY4rjQJKy62i81MpGsW0XZdSJnIYFAwYYQTWeG3TMBgxAd9Y4c0KxydWGnOYRsHFkJTZ/l+/Md/XM640HmozZnELTXDJH1y59RIZFvFLfN1MoAdhc7SaOMWPlfqHp18yh0BkmtNh17B+akkblF6R+vM9Xkh4KwwiSuOELTxeJ/ELUIpokEwSZt+qmulFs90QS0YFL2xYzxaoNowM0UbbW5SE1pQkTdVueaG0wbci1NzeM42bQ9UKy4t+AzJe4xjQloHdWrekTaFPWbDzMWVx8n5QvWAIsGkNt0Iq66IceM4UI/KNpWllxkBow5SOO5qJBMvCPXTDE/7TsQCkrvjXdSYFrcUCgjNiFsOTI9b6Gig4ha6JfVoByd13hhHOVNxi7qlTXKAAoptuoWQuEWoiMQtBdr0013rzLMstDWRusW0uMcU3yj1uofMguoUiddltLWREvszGXG2vVm79XvCprdwRMfBY1AjAqYFUCUBLpk/HbP4m9GB4ptNlwIebzt+pq4B/rEa9T0GTFKAlQvpFug4avEHljESQShC4paaSVAvqb8N4paDRXHLPBMrMG7ZUCZuuUVXve3F0cUt7K5UQs5FIw0cJ1CwO6DXxCoFMWVzS92hRwzaDYlbhNmQuKXLEgTMznpXza/LC7EQmMQG3ZYf1wo3ZzOVnsBI0ReN324B5R/M2brlJivPhXgAsFNA/nCEx3JVq/dOO5aiY6pUYecCrRIabYKqekwA/gkAtcxDcqxiualEdMclSBAEIfxYJK+vrCxLcSMUzhrAWdIGcUvBerAQt1yZ+md+v4lbVpSJWw5FeCzXtL6UO1Tmm/mSYyyCMXU7JQgkbhGEUHRHdK4qxfOAnj2AldL/di8DuQg3h50Is9TJzXpBIgVP3jjh3aiwIS9lTLf/T8ZZadNSNxzhsXCh3VTbAu1zpq8NPo7KZnHU2BKGTbZRX2CDGSNog99ViCATH1aDQIQoBUHBOIUK8M7tehxNxS1XAJcdW0LlawjFlNdPjarFMm4ZrrzxnhG3HCmKW3pMDBt13LIufEeCS4eCtVPxYZyRuEWIadxy4sQJ/MM//ANc18XP/MzPIE50R5TOF48zVpyVVqR1a3nvG4D8eSDHFi9hGhShSd1cIu4Tw+C95o0m5/4oqhclE3p+b0a3PS82faaDoLDSp81twnwtH/+Po1pkL5nOgTDMAazVxtmhDYIJISJklk8Qav/4UCzuqBF/JSmdMEi8BshfAtxX5OSWQreCxBaj/1N8HYoZNevsTDTA0WKigr6UbdyWWIBh9oAbpx5ja1iIZdpA10viFiGGccvFixfxvve9D8ePH8fg4KBKFEiCoGUUKwFz9utVwDsL2Ct1osC9BrgXimav4kRCb9ZzR7WITEPbDS0gtQtw2I6fboPqXpw2nAPGzo/nqceMDdCqj+2BBZs/z3yfSQOn6LWMaSvkNCiueCbE/fm7r5KOgW5FZvkEoU6Kk9h0irkI+Be1qj0TBWwL9y4D3oUYnukEkNgK5E+WJMcbgQUktgP2kpkVbYlbAsQtTP4btwKbLgWLdQdpwZpYxTX2lO2mGofw20RQWOIWIX5xi2VZ+NjHPoY3vvGN+OhHP4pPf/rTiBsxL1lGKUpS9huAd0YnC7iJS+0AshbgnkV8SADpPTrLm96qq7DeKJDd14CflQJ67jJiOO2wYeWnLAXYGwCPiZ2JGsXywkDngbSphg+YmcBBs+n3zZzgbWYxTRZdOBIVPm5tcJ6VMBHP7XDAisECkxgQjYGuRuyCBKEOZhvhugD4F/Ta42wGchbgnY/R2U4YBwGOSXDsLg24Y3ruPnKSQPJWLaQscUvlc8TKvypc8Dz16zhv0orYAdL3mfglNTNumbH/4f0QbyRuEWIctyxevBgPPPAA4kyXJAiGqt3BiNr5QM+dwMQ+wD2N1tILpHfri7V7Yrp4TfLOYE9BcUEuAkG0FihSk75VLxyxzLhXgBlsZ7UWIFSb1yzgntFVlrrhwrjAeP72FdkUWmaBNBeFYs/gdtn0h8IyugPHAyQGVkrHgNDUVj1B6EyCaOuYWXR2/WVt3RXZUnqA5A5dxffPTTn6EOemYLI1rFxbg4DL8YoqUPU/ebOufLdd3LLGxC3coGcaFLf0B49bOk4XSOIWodb3jcQtpNOuCLM4GAS5Ly/SGSC1ERin5UvUs17loOftYsBZBDgFaz7PbHRPlhejUbPzbO2q1BlhoM5Ccq1uR8w8Y8YTyuCsA1JbS/QG2i3jV2grZKDQB/jLgPzzVR7oGAufviLfXxNoqK6TMh+PckFIOwUmtaDOxxyT+CjXQUCXiyXSMSAIghBV9bNqYaNYTycLJNcBGRYSotbWKYet4wsWFpQFMjel3ITmTGKgXKyRDeYkRcV+Z5WOiXJU+q/g/mOvApIbS/QG2i1uKRw7445+wF8O5J8LELewYNFr4hbzd4lbSs6vxC1Cczl3bvqIOrUFeGtXOj9BwEWJM3pBYAbVHwfyLwO9rzGdBVlg4mmzuNVLCkis1tYwNheDwnzXDW1nlH814OKeCNZKn3tRL96JJUDPvXoWsLSbgItSakv7JgfKoebi5gAOfZBNwoWvo/p6wmTV/amZukJWXdngoI1m65oJAxl2B5wq+toKkxhgS2KndU0IdSMaBIJQI7kQFrK89mYB/ySQvsOsYzkg+1xEcQur3cZqj3HL5Fz6mOlyuGwSA0GOM4AOAeMvju4xQZC8HXBfnencwA0yLZjbNTkwa9xyk4lbXBO3sPghcUttSNwiNE+DYM8ejoNP8fGPfxyf+MQn2vYl6PwEgVosgyqt0nd4RC98uWf0JpILUe89QO4MkA/Q8laWHtO+n9BzgmwDdK/XNi/vrNcaBEF69ZLsCjDZK1bHk5tMN8Fes7hbQPpOUznvNBL6dy28B2yrzChAEbN9r91hkKE+A05RF0CxPkIQXCOzwGCFGhUrTMeAJAaEShTEOMPQoZ9BQQiFH0LUzzfrORXuD5rHMua4Hcgz1qBIYC2kgOROwGbhhJ0JV4yDTS06Pyu0BkGQ38nhxn9A/52xibVOi+blntcFHF4jkrs6q6gxicQtk0jcIrRZ3PLUU09h+XKODWnauXugOxIEYdrtcsXCf2YDzup+bq+e+w+dIChKDLhH6veupVctM8zZx6vfly16TAgUz5Xx7878qW4CitbYZiHuNIpFQwob4dk2xB2bHGD76REzq8pWRDOKYVE4KkSXhOqu4SjB0g6dVxQiRzoIBKFGQlT+/UNF/ygUQ8YA/yUgsaOGBEFaz/WrxMDpyqOJgVkB+H1AnkWXKnAmP7F+euKZaw0dgRiDURtKWe2xk6EDkbhFI3GL0IYdBMuXL8eqVRTo7gw6O8pnC78bkbKvGgcIIzDIxIBtEgM3ojkGWhklFwOJdUC+ihc9f293qZkTLMm0c2YtuVln86UC3J4E7njIm+QAEyZUL15s2u5q+OjLe0WIoV2QIHSe/kDAsciqeCEFBpkYcAD/VOXZ/9BcAex52lKajlGz4V0CXNo4Lpg5PsA4xtogcUs7I3GLEHckbumWBAH1B6JKEIzqGTzv2ix3soH0XXojFWViYJJx3c3AqgCFDbPURqhEXgsT0sUgRQug/pndBEL7oax72O4ftPrPUYLtOvhTWgHh7VgEoTb4Xgv7fpP3p9DtUH8goLByVcZ19X1WwUPb2AQ6pmMgqsRAAXaxHQSSHI+k8OBsInx5bYXozgGSnMXvL+kmKIzJCW2FxC1C29C8uOXXf/3Xkc1m8dhjjyGTyeBXfuVX1Nff9a53YceOHWg1HR6NcaELU/mfBdogOlOzJWXpfZ3OkOf3NyA5MHkgQP6AFjDqfYOpBhMb6H1AJw6K8YaAiUeB3MuAx7bDWuYHhdgkvOh97T8HeC+ZRbcKytN4nmnL7PCPuyAIQtszHmHcMgzYFJKdhdTdgHUJ8ClgHHVyYPJAAP8YYI0CKQpAF1yHbCD1Wt3pOO3uN4DsE0D+GOCNS9zSzkjcIghlYVJgYmIC999/Pz784Q+rv/PmuhFd/+sk0dnjBWeiez5vGEismsVZkCr4OSPm0wQodEiPYbotZF7SFkdU+k1tBrw1QLZk3i/3CuDd0KMPk4uzEFtUIsfcWDVhoMe2TxQSTwzk+GbsIBVnocOoYcRARAoFdPt4wcUIn3BU2xhXjDdptZcPYalYL7SPZhxyp3ZUclYDOGO6C5ZrW8Ni3OOAP6JHH8Jo5gitQeIWoe1pXtzyP/7H/0CcSXS2vWFQm6CgYodU/b/LVONLRg3oB1y3mE9ICm4LqZt1y3nuIuBd1N64vW8EMs8XWTwyU7/dWOYI8V5gx02QaFSflXJzqWtFztggUUdCOgOEOMJFUxIEghAcXtej7D6kTR5HCG4DchRZLkkEqPGDiSa/QHRbYFGDQrkUQrymb9YiIH0vkDsIeIURCwtIbBbb4bgjcYvQMUjc0gUJAuXJFu1T5vdp+53UVn3qJvYVteTZIQWBosIF8s9ND8SVleJlILXDdBPsM0mEDlX+7RSUEOaoUaUO0mI0pm04BSGOcGMSNnklyS6h64k4buF6wnUivQnwHSD7vN6kT37eWhG3MPH9ckkC8bJOFCQ3AO5KrUWQ2CZrXNyRuEXoJCRu6YYEAWnAvD3b3bhwMVHQs9OIv7ENPAHk6UEcl9+VYj/PA/ZqrU3Al1pU6OOLnzc+08dCPCYjHdlCzBPxYV0MGnUwgtDNjBm7WyYKKH6VNlVfCv4dj1Hcwq64VwB7qe4mUHGLdMjFFolbhE5D4pYuSBCorGYDBflUouDFIqX4Xj0nHjcomuismml1KMSwPS9EckBRURBDEGKAtOoJQji8Blf0mSjgqEEh/KOGTZNHIwPBEbulM60OhfggcYvQkUjc0vkJArV5albrHMUJc/EcmUjs0skLIb6wyuqnTDUnjHopkwqiQSDEFGnVE4SQsJPMb+LPKtW2iQnWFhHgjTsStwidiMQtk9gdmdWkrYp7Ah2DvU5bAdGuLgyJ7YA9X1r02gIqNC+tIb8XDzsUQRAEoZ64hYWGsx10CpcDFl2T5oR7mLVeP0ZGC9oAiVsEoVNJtN+8ExdRLiKstjpFQ6u+yXf4WgF3Ur2/zbEWAInVutUuuRPInwC80wEet8jceI6E2KOCocUBA8S5gLVG619Q+0IQYom06gmCHncsVOp5nXcqdAfSYSBK56VWMghYy4xr0iazrl0I8DgWQeZJ3NIuSNwidBwStxRon92FR2ucq0D+kFlMk3q23poDOIv1fdwLQP6wtvbpBPi7sQugMIfHPxP0Cx6YXRCRSYUk1X9lfq+9YDA1CKCSlkW/qa70SmJAaI8W1NAihaJSKHQQFJLl9dw/YUYeGXJx49wHWPPNfa6Y78e03T80/N02TFkqqz9X6nVL/Z6zJRXWixVz2yFxi9BBSNzSZgkCzlm7pwHvZNEXOUZgRN3yvEC5ndVuTUtC6gfYJfoBXGztZUCyB8g9N1NngYFHYgdgiShh26G6AVZpj+hppE1iYED8oIU2wq5hiq3zpt6ELoVxi8+q+bmiLzIJcEbXOPykiVlaYTPYKJi83jKzOGElAZ8djT3G3rD0d+6ZnlQQ2geJW4SOQuKW9kgQ+OwaMGKDs7bVd0jHwCS9QGL3zORAATU2sACwVwHeqenfS+wUx4K2hq85g6uMCZrWms4B6QYR2gzJxAtd2zVQEBs830UuNOnyyYHiuMVnh9ySmefF2iRrXFsjcYvQIUjc0i4JghyQexJdhb0EcDZXTg4Uv4mdNYB/GbAGgMQ2bb0ojgVtTtJ0C1imVVMqKkI7L7QhOwJkxEBoe/KAX7BA7hYWaF2caols9fleBvjXTbcB17oxnQwX2hiJW4QOQeKWNkgQsHugU4QGg8KOgESINju7B0jerv+uHkPHApnhbX/rIM5iirikIAhCW0EHJbX57SaWABb1oDgyEQCVRNheNHrA9U7ilrZG4hZB6DgSse0cyJ8BvA6yKgyCszp8xbg4Yy+LbGcgyQGhIxA1YKGLUDaF1BzoJKvCACi3gmTIxxTFORK3dAYStwgdgcQt8VOEooUh7YCYgXfPdV9ygOSf1/OL9EQWBEHohFm+sDdBaBdUzOKZ5MDl7ksOEP8V0zkhcYsgCG2OxC0x6yBgcsA7D3i0AxoFfPoBdyGpe1p9BIIgCBEhasBCB8O4BbQoHAUwAeAGuhJ7V6uPQBAEISIkbolZgmAIyB9CV5N+U6uPQBAEITpEDVjoaFjM6MJOx2Lsu1p9BIIgCNEhcUuMEgRsqc9JcmD2c2Ra96T9VhCEtkEy8UKHolrqj6OrqZYckLhFEIS2Q+KWGGkQ2F1uzRfA3kdmcwVBEAQhRqFTFUu/jibA7y5xiyAIQtvS+gQB1W8TW4xyZJeiBI5E4EcQhE6iFoHCLl4HhPbBSgDW2i5+v/pGWFriFkEQOgmJW+IzYlCw6rPmAP4wuo/s1BtSEAShU1D7/ZDXNbkMCm0Drfr6tBZB15HTf0jcIghCJyFxS8wSBDwMezHgdmOCgJWImLwMgiAIkSGzfEIn4wBY0KUJAolbBEHoRCRuic+IQSELbS9B12H1AcnbW30UgiAI0SN+wkLHv7/no/voAaztrT4IQRCE6JG4ZZJ4lK45x8bNsjXYJWMGTIisAhJrKgs0qnMi/baCILQrtWgKyDVPaBPU/D1Fhvu7pIuAn80lgLVcj4WWQ+IWQRDaGolb4tdBwFviptgcUsOg1kLybiCxaXb3BkkOCIIgCELMK00bOz9uodaCdTNgsagxi4OBxC2CIAgdQTw6CApww2wvA7yz6EzSQPJWwKK4kSAIQgdj0cI25MYp7P0FoeWwi2AhgEvoTFKAtU07TgmCIHQyErfENEFA65xOXYTspcbOkcJGgiAInY606gndgB+/UCoyFhg7R0ncCYLQDUjcUiBeq5rlAPZCwD2JjsJZAzjrpHNAEITuQbVfh+0gEA0Coc1Q7/G5gH8OncUywFrRuUUbQRCEUiRuiWmCgAI3/hg6CmeTThBI66wgCF2FZOKFbhErzKCjsFabBIF0DgiC0E1I3BLPBAHygNspWfgEkLpPv9lkkRUEoVtF3MI+RhDaChfwO0V/wAGs2/RfJW4RBKHbkLglxgmCdrc5tNcCzlKj9EuRLgl4BUHoQkTsR+gK8h1gc0jrQgotcpyghsSeIAhCJyBxS0wTBH7WCP60IykgeRNgDcrMniAIgiB0TYKgXeOWpLFp7AeseIWDgiAIQuuIz4rge4A/jrbEXgI4mwGrRzLvgiAICpnlE7pBf2AC7cl841BAG0PpGBAEQZC4JY4JAtXWMYi2gcdKZwLkAHuxOBQIgiBMu0aKBoHQBe9xfwDtAzsFVpiuByYIxKFAEARhEolbYpggmBTF4c1D7HUGEnQmSOsKgmTfBUEQSi+UNfini2q60G5Y7RG3KJ0BOhOkJG4RBEEoi8Qt8UwQ+BZgLwS8OCkCO4A9X48/+KOAswVwlk9l3iU5IAiCUGHCIKyLgZxIod3gm3YugGuIDw6AOcZ+kaObLGgskrhFEARhNiRuiWmCwE4D1k2Adw3IP9fig7EAZwNg05GgR48S+Hm9wEpbniAIQhUkEy90AazIg0J/w4D/cquPBsAq40iQMqMErg71JG4RBEGogsQt8UwQKDydIGgpFpC8FbDmAhYz8YS2hSLmIwiCIAhCMV4MLJqp+bEVwEBR3CLjBIIgCEI7JgiUCrAP+GOAfx1wT+m/t5LEjpLkgEHGCQRBEAJx7vyV0NdM9RhBiDuFuEU5GNwA/POtdzOwNuixAqXlVPx1mdsRBEEIgsQtcUgQFMT91OJlAbkXAX8ELcdeCdiLZiYHBEEQhKoMDAxgwYIF2LPnAzWdLT6WzyEIsaM0bvGOmBn/VrMEwLyZyQFBEAShKhK3zMTyfZUKb91Cm2fHwDDgMQPfYqwFZrRAMu6CIAi1cv36dYyMjNS8UM+bN09OvhA/CnGLf06LFiMOHS+DgLVN4hZBEIQ6kLglDgkC/kgurvmXWjS3RwcCJgGyRV9zgORdgN3XguMRBEEQBCG2qFCJbkbHADA50IqGT8YtuaKvOYB1sxFSFgRBEIS2HjHwAPdE85IDVj9g0/+XmfYewKLgoAVkH5m6T/IWwOptzvEIgiAIgtBmQoTnmpgcYDyyUMcvBZFk4u+duou1xXxPEARBENo9QcD5/qaMFKT0xh89gG0W1wLeqLYC8q8AznqTPJDRAkEQBEEQysQt/uUmnJakcSOgaxK7HYvwqXcwF8AQgJUA+iVuEQRBEDogQaDGC5rkUpDcDVhzym/87X4guUMfi9UnooSCIAiCIFQYL2iSS4HqCugrH7eoLscN5ljYDSliyoIgCEInJAi46HkjzREcZIvebF0BHDVQ4waCIAiCIAjlYgWrSYWNQT0yMGvcwm7Iko5IQRAEQWjbBIHvAt4VIP9Cg3+QAyS2zRwrEARBEARBCIrv6ZZ+n5aGjYSCg+tnjhUIgiAIQmd3ENiA1+AZPnsJkNjeOv1FQRAEQRA6BHYPXGvwz1igkwNMEgiCIAhCi2nuLlq1zTVwAeR8XmKLZOAFQRAEQYggrmCCwG7gmeRIwVrAkqKGIAiCEA8auepVwGngWIH4AQuCIAiCEHF80bCxgk1GV0AQBEEQ4kHzU9bOEsA7UeODE8aVgDaJ1wB7KWAvMourCA4KgiAIgtAA0WP/bB3JhX5Tjxk24wQLTPhFvQFJDgiCIAjodheDXrPYXg36AH3/xEbjOMBDZstfRicGxOZHEARBEISGwU38XC1WGJi5gLXaJAEKoVZO/9tqQfOmIAiCIMQ3QZAEEmuBXIAEgbNJiw7yMaXKvsoPWBAEQRAEoYGo+GM54AdJEKye6hCYoSsgtsqCIAhC/LF83/eb/lP9HOCPALl9/Ef5+yRuA+xBEe4RBEEQBKG1+HkAY4B/qHLcYm3T4wQiOCgIgiC0MYnWZeMHtH6Ad8l8bSFgLzAjBf2AzfY8sfwRBEEQBKHFcNPvs3NxHoCC7eGg+Te/36fjGolbBEEQhDanNR0EBbxxwDurtQTsZWJPKAiCIAhCfKH+kX/RiCMvmDn+KAiCIAhtTmsTBKTw4+k1LAiCIAiCEGckbhEEQRA6mNYnCARBEARBEARBEARBaDnitSMIgiAIgiAIgiAIgiQIBEEQBEEQBEEQBEGQBIEgCIIgCIIgCIIgCJIgEARBEARBEARBEARBEgSCIAiCIAiCIAiCIChEpFAQBEEQBEEQBEEQBEkQCIIgCIIgCIIgCIIgCQJBEARBEARBEARBECRBIAiCIAiCIAiCIAiCJAgEQRAEQRAEQRAEQVCISKEgCIIgCIIgCIIgCJIgEARBEARBEARBEARBEgSCIAiCIAiCIAiCIEiCQBAEQRAEQRAEQRAESRAIgiAIgiAIgiAIgqAQkUJBEARBEARBEARBECRBIAiCIAiCIAiCIAiCJAgEQRAEQRAEQRAEQZAEgSAIgiAIgiAIgiAIkiAQBEEQBEEQBEEQBEEhIoWCIAiCIAiCIAiCIEiCQBAEQRAEQRAEQRAESRAIgiAIgiAIgiAIgiAJAkEQBEEQBEEQBEEQJEEgCIIgCIIgCIIgCIJCRAoFQRAEQRAEQRAEAcL/D63YuRsNUrQyAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1320x660 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "placed in a district by position: 21560 of 21574\n",
      "Midtown (105), 2030 to 2034: US$ 62.1 M placed by position (as Plotlay places them); 63.0 M by the district PLUTO gives the lot\n"
     ]
    }
   ],
   "source": [
    "cd = gpd.read_file(f'{DATA}/geometry/community_districts.geojson')\n",
    "pts = gpd.GeoDataFrame(tot, geometry=gpd.points_from_xy(tot.lng, tot.lat), crs=4326).dropna(subset=['lat'])\n",
    "j = gpd.sjoin(pts, cd[['key', 'geometry']], predicate='within')\n",
    "by = j.groupby('key').agg(penalty_2024=('penalty_2024', 'sum'), penalty_2030=('penalty_2030', 'sum'), share_over_2030=('over_2030', lambda s: (s > 0).mean()))\n",
    "m = cd.merge(by, left_on='key', right_index=True, how='left')\n",
    "fig, axs = plt.subplots(1, 2, figsize=(12, 6))\n",
    "for ax, col, title in zip(axs, ['penalty_2024', 'penalty_2030'], ['2024 to 2029', '2030 to 2034']):\n",
    "    m.to_crs(32618).plot(ax=ax, column=col, cmap='YlOrRd', legend=True, edgecolor='white', linewidth=.4, legend_kwds={'shrink': .6, 'label': 'US$ a year'})\n",
    "    ax.set_title(title); ax.set_axis_off()\n",
    "plt.show()\n",
    "print('placed in a district by position:', len(j), 'of', len(pts))\n",
    "print('Midtown (105), 2030 to 2034: US$', round(by.loc['105', 'penalty_2030'] / 1e6, 1), 'M placed by position (as Plotlay places them);',\n",
    "      round(tot[tot.cd == '105'].penalty_2030.sum() / 1e6, 1), 'M by the district PLUTO gives the lot')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff4820dc",
   "metadata": {},
   "source": [
    "## 8. Midtown, building by building\n",
    "\n",
    "Every footprint of every benchmarked property in Manhattan Community District 5, keyed by its LL84 property id."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "fab25368",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 770x990 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1431 properties with footprints (a property with several buildings is one shape of several parts); tallest roof 472.4 m\n"
     ]
    }
   ],
   "source": [
    "fp = gpd.read_file(f'{DATA}/geometry/midtown_buildings.geojson')\n",
    "mt = pd.read_csv(f'{DATA}/tables/midtown_by_period.csv', dtype={'property_id': str})\n",
    "v = mt[mt.period_label == '2030 to 2034'].set_index('property_id')\n",
    "fp['penalty'] = fp['key'].map(v.penalty_usd); fp['status'] = fp['key'].map(v.status)\n",
    "ax = fp.to_crs(32618).plot(column='penalty', cmap='YlOrRd', figsize=(7, 9), legend=True, legend_kwds={'shrink': .5, 'label': 'US$ a year, 2030 to 2034'}, missing_kwds={'color': '#bbb'})\n",
    "fp[fp.status != 'In the totals'].to_crs(32618).plot(ax=ax, color='#9e9a92')\n",
    "ax.set_axis_off(); plt.show()\n",
    "print(fp['key'].nunique(), 'properties with footprints (a property with several buildings is one shape of several parts); tallest roof', fp.height_m.max(), 'm')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3276a557",
   "metadata": {},
   "source": [
    "## Read it carefully\n",
    "\n",
    "- **An estimate, not a bill.** The penalty is what a building would pay at $268 a tonne if its 2024 report stood as\n",
    "  published. Owners can correct reports, use the 2024 to 2025 good faith provisions, buy renewable energy credits or\n",
    "  apply for adjustments, none of which shows in open data.\n",
    "- **2030 to 2034 assumes nothing changes.** It applies the 2030 limits and coefficients to calendar 2024 energy use.\n",
    "  Buildings that cut use, or the grid getting cleaner beyond the rule's coefficient, lower it.\n",
    "- **The pathway is a flag from PLUTO, not a fact.** Rent-regulated buildings (more than 35% of units) follow Article\n",
    "  321 and cannot be told apart in open data, so some multifamily properties in the totals may not face these penalties.\n",
    "- **Data checks.** A record whose site energy per square foot is more than three times, or under a quarter of, its\n",
    "  property type's median, or whose emissions differ from Portfolio Manager's own by more than half, is kept out of the\n",
    "  totals."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "name": "python"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
