weather_eda.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "solved-lender",
   "metadata": {},
   "source": [
    "<img src=\"http://imgur.com/1ZcRyrc.png\" style=\"float: left; margin: 20px; height: 55px\">\n",
    "\n",
    "## ***PART 2: Historic Weather Exploratory Data Analysis***\n",
    "\n",
    "_Author: Devon Henry_\n",
    "\n",
    "_Source: World Bank Group's [Climate Change Knowledge Portal](https://climateknowledgeportal.worldbank.org/)_ (CCKP). The CCKP provides global data on historical and future climate, vulnerabilities, and impacts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "sensitive-dynamics",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import sktime\n",
    "#from scipy.stats import zscore, ttest_1samp, ttest_ind, shapiro\n",
    "#from sklearn.model_selection import train_test_split\n",
    "#from sklearn.feature_extraction.text import CountVectorizer\n",
    "#from sklearn.naive_bayes import MultinomialNB\n",
    "#from sklearn.linear_model import LogisticRegression\n",
    "#from sklearn.neighbors import KNeighborsClassifier"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cardiac-seattle",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 20px; height: 40px\">\n",
    "\n",
    "#### There are a total of 34 countries (out of 36 locales, with Hawaii being counted separately from the US) for which I obtained historic weather data. I will be reading in a total of 68 separate dataframes prior to merging them all into one.\n",
    "\n",
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 20px; height: 40px\">\n",
    "\n",
    "#### I didn't realize until much later in my cleaning process, but Tanzania had an extra row, due to the country being labeled, _'Tanzania, United Republic of.'_ The extra comma created a nameless column and shifted the correct data points to the right by one; the correct data was lost in the merge. I will need to take care of that extra column prior to merging:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "motivated-librarian",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# temperature dataframes:\n",
    "BRA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_BRA.csv')\n",
    "BDI_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_BDI.csv')\n",
    "CHN_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_CHN.csv')\n",
    "COL_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_COL.csv')\n",
    "CRI_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_CRI.csv')\n",
    "CIV_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_CIV.csv')\n",
    "ECU_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_ECU.csv')\n",
    "SLV_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_SLV.csv')\n",
    "ETH_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_ETH.csv')\n",
    "GTM_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_GTM.csv')\n",
    "HTI_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_HTI.csv')\n",
    "HND_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_HND.csv')\n",
    "IND_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_IND.csv')\n",
    "IDN_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_IDN.csv')\n",
    "JPN_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_JPN.csv')\n",
    "KEN_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_KEN.csv')\n",
    "LAO_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_LAO.csv')\n",
    "MWI_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_MWI.csv')\n",
    "MUS_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_MUS.csv')\n",
    "MEX_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_MEX.csv')\n",
    "MMR_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_MMR.csv')\n",
    "NIC_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_NIC.csv')\n",
    "PAN_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_PAN.csv')\n",
    "PNG_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_PNG.csv')\n",
    "PER_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_PER.csv')\n",
    "PHL_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_PHL.csv')\n",
    "RWA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_RWA.csv')\n",
    "TZA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_TZA.csv')\n",
    "THA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_THA.csv')\n",
    "UGA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_UGA.csv')\n",
    "USA_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_USA.csv')\n",
    "PRI_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_PRI.csv')\n",
    "VNM_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_VNM.csv')\n",
    "ZMB_temp=pd.read_csv('./weather-data/temp/tas_1991_2016_ZMB.csv')\n",
    "\n",
    "# rainfall (precip) dataframes:\n",
    "BRA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_BRA.csv')\n",
    "BDI_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_BDI.csv')\n",
    "CHN_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_CHN.csv')\n",
    "COL_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_COL.csv')\n",
    "CRI_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_CRI.csv')\n",
    "CIV_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_CIV.csv')\n",
    "ECU_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_ECU.csv')\n",
    "SLV_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_SLV.csv')\n",
    "ETH_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_ETH.csv')\n",
    "GTM_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_GTM.csv')\n",
    "HTI_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_HTI.csv')\n",
    "HND_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_HND.csv')\n",
    "IND_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_IND.csv')\n",
    "IDN_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_IDN.csv')\n",
    "JPN_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_JPN.csv')\n",
    "KEN_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_KEN.csv')\n",
    "LAO_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_LAO.csv')\n",
    "MWI_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_MWI.csv')\n",
    "MUS_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_MUS.csv')\n",
    "MEX_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_MEX.csv')\n",
    "MMR_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_MMR.csv')\n",
    "NIC_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_NIC.csv')\n",
    "PAN_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_PAN.csv')\n",
    "PNG_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_PNG.csv')\n",
    "PER_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_PER.csv')\n",
    "PHL_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_PHL.csv')\n",
    "RWA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_RWA.csv')\n",
    "TZA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_TZA.csv')\n",
    "THA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_THA.csv')\n",
    "UGA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_UGA.csv')\n",
    "USA_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_USA.csv')\n",
    "PRI_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_PRI.csv')\n",
    "VNM_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_VNM.csv')\n",
    "ZMB_precip=pd.read_csv('./weather-data/precip/pr_1991_2016_ZMB.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "divided-vector",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "\n",
    "#### Inspecting the dataframes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "removed-configuration",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 312 entries, 0 to 311\n",
      "Data columns (total 5 columns):\n",
      " #   Column           Non-Null Count  Dtype  \n",
      "---  ------           --------------  -----  \n",
      " 0   Rainfall - (MM)  312 non-null    float64\n",
      " 1    Year            312 non-null    int64  \n",
      " 2    Statistics      312 non-null    object \n",
      " 3    Country         312 non-null    object \n",
      " 4    ISO3            312 non-null    object \n",
      "dtypes: float64(1), int64(1), object(3)\n",
      "memory usage: 12.3+ KB\n"
     ]
    }
   ],
   "source": [
    "BRA_precip.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "spanish-touch",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Year</th>\n",
       "      <th>Statistics</th>\n",
       "      <th>Country</th>\n",
       "      <th>ISO3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>54.0275</td>\n",
       "      <td>2016</td>\n",
       "      <td>Aug Average</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>BRA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>67.9271</td>\n",
       "      <td>2016</td>\n",
       "      <td>Sep Average</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>BRA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>129.9090</td>\n",
       "      <td>2016</td>\n",
       "      <td>Oct Average</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>BRA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>129.5640</td>\n",
       "      <td>2016</td>\n",
       "      <td>Nov Average</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>BRA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>197.2710</td>\n",
       "      <td>2016</td>\n",
       "      <td>Dec Average</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>BRA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Rainfall - (MM)   Year    Statistics  Country  ISO3\n",
       "307          54.0275   2016   Aug Average   Brazil   BRA\n",
       "308          67.9271   2016   Sep Average   Brazil   BRA\n",
       "309         129.9090   2016   Oct Average   Brazil   BRA\n",
       "310         129.5640   2016   Nov Average   Brazil   BRA\n",
       "311         197.2710   2016   Dec Average   Brazil   BRA"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "BRA_precip.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "exposed-connectivity",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 312 entries, 0 to 311\n",
      "Data columns (total 5 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0   Temperature - (Celsius)  312 non-null    float64\n",
      " 1    Year                    312 non-null    int64  \n",
      " 2    Statistics              312 non-null    object \n",
      " 3    Country                 312 non-null    object \n",
      " 4    ISO3                    312 non-null    object \n",
      "dtypes: float64(1), int64(1), object(3)\n",
      "memory usage: 12.3+ KB\n"
     ]
    }
   ],
   "source": [
    "VNM_temp.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "lined-smith",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "        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>Temperature - (Celsius)</th>\n",
       "      <th>Year</th>\n",
       "      <th>Statistics</th>\n",
       "      <th>Country</th>\n",
       "      <th>ISO3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>307</th>\n",
       "      <td>27.5726</td>\n",
       "      <td>2016</td>\n",
       "      <td>Aug Average</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VNM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>308</th>\n",
       "      <td>26.8327</td>\n",
       "      <td>2016</td>\n",
       "      <td>Sep Average</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VNM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>309</th>\n",
       "      <td>25.9795</td>\n",
       "      <td>2016</td>\n",
       "      <td>Oct Average</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VNM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>310</th>\n",
       "      <td>23.9791</td>\n",
       "      <td>2016</td>\n",
       "      <td>Nov Average</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VNM</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>311</th>\n",
       "      <td>22.0834</td>\n",
       "      <td>2016</td>\n",
       "      <td>Dec Average</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VNM</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     Temperature - (Celsius)   Year    Statistics   Country  ISO3\n",
       "307                  27.5726   2016   Aug Average   Vietnam   VNM\n",
       "308                  26.8327   2016   Sep Average   Vietnam   VNM\n",
       "309                  25.9795   2016   Oct Average   Vietnam   VNM\n",
       "310                  23.9791   2016   Nov Average   Vietnam   VNM\n",
       "311                  22.0834   2016   Dec Average   Vietnam   VNM"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "VNM_temp.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "vocal-division",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "\n",
    "#### Now, to deal with TZA_* dataframes:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fantastic-milan",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Temperature - (Celsius)', ' Year', ' Statistics', ' Country', ' ISO3'], dtype='object')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TZA_temp.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "plain-watson",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_temp=TZA_temp.drop([' Country'],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "lightweight-realtor",
   "metadata": {},
   "outputs": [],
   "source": [
    "#TZA_temp=TZA_temp.index.copy(name=['Temperature - (Celsius)'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "nasty-richardson",
   "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",
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       "    }\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>Temperature - (Celsius)</th>\n",
       "      <th>Year</th>\n",
       "      <th>Statistics</th>\n",
       "      <th>ISO3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>21.7738</th>\n",
       "      <td>2016</td>\n",
       "      <td>Aug Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22.7673</th>\n",
       "      <td>2016</td>\n",
       "      <td>Sep Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24.1798</th>\n",
       "      <td>2016</td>\n",
       "      <td>Oct Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24.2878</th>\n",
       "      <td>2016</td>\n",
       "      <td>Nov Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24.4570</th>\n",
       "      <td>2016</td>\n",
       "      <td>Dec Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Temperature - (Celsius)          Year  Statistics  ISO3\n",
       "21.7738                     2016   Aug Average    Tanzania   TZA\n",
       "22.7673                     2016   Sep Average    Tanzania   TZA\n",
       "24.1798                     2016   Oct Average    Tanzania   TZA\n",
       "24.2878                     2016   Nov Average    Tanzania   TZA\n",
       "24.4570                     2016   Dec Average    Tanzania   TZA"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TZA_temp.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "divine-cancellation",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_temp=TZA_temp.rename(columns={' Statistics':' Country',' Year':' Statistics','Temperature - (Celsius)':' Year'})\n",
    "TZA_temp=TZA_temp.rename_axis(index=['Temperature - (Celsius)'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "atomic-recorder",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_temp.reset_index(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "acquired-congo",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 312 entries, 0 to 311\n",
      "Data columns (total 5 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0   Temperature - (Celsius)  312 non-null    float64\n",
      " 1    Year                    312 non-null    int64  \n",
      " 2    Statistics              312 non-null    object \n",
      " 3    Country                 312 non-null    object \n",
      " 4    ISO3                    312 non-null    object \n",
      "dtypes: float64(1), int64(1), object(3)\n",
      "memory usage: 12.3+ KB\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'Now, TZA_precip...'"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TZA_temp.info()\n",
    "\n",
    "'''Now, TZA_precip...'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "mental-peripheral",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Float64Index: 312 entries, 189.55 to 143.873\n",
      "Data columns (total 5 columns):\n",
      " #   Column           Non-Null Count  Dtype \n",
      "---  ------           --------------  ----- \n",
      " 0   Rainfall - (MM)  312 non-null    int64 \n",
      " 1    Year            312 non-null    object\n",
      " 2    Statistics      312 non-null    object\n",
      " 3    Country         312 non-null    object\n",
      " 4    ISO3            312 non-null    object\n",
      "dtypes: int64(1), object(4)\n",
      "memory usage: 14.6+ KB\n"
     ]
    }
   ],
   "source": [
    "TZA_precip.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "relative-architecture",
   "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>Rainfall - (MM)</th>\n",
       "      <th>Year</th>\n",
       "      <th>Statistics</th>\n",
       "      <th>Country</th>\n",
       "      <th>ISO3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7.18494</th>\n",
       "      <td>2016</td>\n",
       "      <td>Aug Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>United Republic of</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15.73480</th>\n",
       "      <td>2016</td>\n",
       "      <td>Sep Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>United Republic of</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19.02380</th>\n",
       "      <td>2016</td>\n",
       "      <td>Oct Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>United Republic of</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67.36880</th>\n",
       "      <td>2016</td>\n",
       "      <td>Nov Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>United Republic of</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143.87300</th>\n",
       "      <td>2016</td>\n",
       "      <td>Dec Average</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>United Republic of</td>\n",
       "      <td>TZA</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Rainfall - (MM)          Year  Statistics              Country  \\\n",
       "7.18494               2016   Aug Average    Tanzania   United Republic of   \n",
       "15.73480              2016   Sep Average    Tanzania   United Republic of   \n",
       "19.02380              2016   Oct Average    Tanzania   United Republic of   \n",
       "67.36880              2016   Nov Average    Tanzania   United Republic of   \n",
       "143.87300             2016   Dec Average    Tanzania   United Republic of   \n",
       "\n",
       "           ISO3  \n",
       "7.18494     TZA  \n",
       "15.73480    TZA  \n",
       "19.02380    TZA  \n",
       "67.36880    TZA  \n",
       "143.87300   TZA  "
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TZA_precip.tail()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "enormous-canada",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_precip=TZA_precip.drop([' Country'],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "dutch-sullivan",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_precip=TZA_precip.rename(columns={' Statistics':' Country',' Year':' Statistics','Rainfall - (MM)':' Year'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "acute-honduras",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_precip=TZA_precip.rename_axis(index=['Rainfall - (MM)'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "assumed-target",
   "metadata": {},
   "outputs": [],
   "source": [
    "TZA_precip.reset_index(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "quality-berry",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 312 entries, 0 to 311\n",
      "Data columns (total 5 columns):\n",
      " #   Column           Non-Null Count  Dtype  \n",
      "---  ------           --------------  -----  \n",
      " 0   Rainfall - (MM)  312 non-null    float64\n",
      " 1    Year            312 non-null    int64  \n",
      " 2    Statistics      312 non-null    object \n",
      " 3    Country         312 non-null    object \n",
      " 4    ISO3            312 non-null    object \n",
      "dtypes: float64(1), int64(1), object(3)\n",
      "memory usage: 12.3+ KB\n"
     ]
    }
   ],
   "source": [
    "TZA_precip.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "employed-thompson",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "Well, that was a MASSIVE pain..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "logical-citation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0       BRA\n",
       "1       BRA\n",
       "2       BRA\n",
       "3       BRA\n",
       "4       BRA\n",
       "       ... \n",
       "307     VNM\n",
       "308     VNM\n",
       "309     VNM\n",
       "310     VNM\n",
       "311     VNM\n",
       "Name:  ISO3, Length: 624, dtype: object"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# I tested a few methods ('pd.merge', 'pd.join', 'pd.concat') for merging all the rainfall and temperature data, respectively...\n",
    "\n",
    "test_precip=pd.concat([BRA_precip,VNM_precip])\n",
    "test_precip[' ISO3']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "dried-thumb",
   "metadata": {},
   "outputs": [],
   "source": [
    "temp=pd.concat([BRA_temp,BDI_temp,CHN_temp,COL_temp,CRI_temp,CIV_temp,ECU_temp,SLV_temp,ETH_temp,GTM_temp,HTI_temp,HND_temp,IND_temp,IDN_temp,JPN_temp,KEN_temp,LAO_temp,MWI_temp,MUS_temp,MEX_temp,MMR_temp,NIC_temp,PAN_temp,PNG_temp,PER_temp,PHL_temp,RWA_temp,TZA_temp,THA_temp,UGA_temp,USA_temp,PRI_temp,VNM_temp,ZMB_temp])\n",
    "precip=pd.concat([BRA_precip,BDI_precip,CHN_precip,COL_precip,CRI_precip,CIV_precip,ECU_precip,SLV_precip,ETH_precip,GTM_precip,HTI_precip,HND_precip,IND_precip,IDN_precip,JPN_precip,KEN_precip,LAO_precip,MWI_precip,MUS_precip,MEX_precip,MMR_precip,NIC_precip,PAN_precip,PNG_precip,PER_precip,PHL_precip,RWA_precip,TZA_precip,THA_precip,UGA_precip,USA_precip,PRI_precip,VNM_precip,ZMB_precip])\n",
    "\n",
    "# since both dataframes share the same number of data points, I'll go ahead and put ALL my weather data into a single frame..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "boring-interest",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'^ I almost caved (GSheets)...'"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#temp0.to_csv('./temp0')\n",
    "#precip0.to_csv('./precip0')\n",
    "\n",
    "'''^ I almost caved (GSheets)...'''"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "sharing-elevation",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['Temperature - (Celsius)', ' Year', ' Statistics', ' Country', ' ISO3',\n",
       "       'Rainfall - (MM)'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "wth=temp.merge(precip,how='right')\n",
    "wth.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "american-tucson",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather=wth[[' Year',' Statistics','Temperature - (Celsius)','Rainfall - (MM)',' Country']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "authorized-supplier",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 10608 entries, 0 to 10607\n",
      "Data columns (total 5 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0    Year                    10608 non-null  int64  \n",
      " 1    Statistics              10608 non-null  object \n",
      " 2   Temperature - (Celsius)  10608 non-null  float64\n",
      " 3   Rainfall - (MM)          10608 non-null  float64\n",
      " 4    Country                 10608 non-null  object \n",
      "dtypes: float64(2), int64(1), object(2)\n",
      "memory usage: 497.2+ KB\n"
     ]
    }
   ],
   "source": [
    "weather.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "sharp-germany",
   "metadata": {
    "tags": []
   },
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "#### I need to break up the _'Statistics'_ column to isolate the months from the extra text.  Then, I can join the new _'Month'_ column with the _'Year'_ column."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "abandoned-litigation",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-27-bb55f060b889>:1: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  weather[' Statistics']=weather[' Statistics'].astype(str)\n"
     ]
    },
    {
     "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>Year</th>\n",
       "      <th>Statistics</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "      <th>Month</th>\n",
       "      <th>...</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1991</td>\n",
       "      <td>Jan Average</td>\n",
       "      <td>25.6309</td>\n",
       "      <td>265.675</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Jan</td>\n",
       "      <td>Average</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1991</td>\n",
       "      <td>Feb Average</td>\n",
       "      <td>25.9331</td>\n",
       "      <td>191.252</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Feb</td>\n",
       "      <td>Average</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1991</td>\n",
       "      <td>Mar Average</td>\n",
       "      <td>25.6195</td>\n",
       "      <td>238.854</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Mar</td>\n",
       "      <td>Average</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1991</td>\n",
       "      <td>Apr Average</td>\n",
       "      <td>25.3122</td>\n",
       "      <td>188.449</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Apr</td>\n",
       "      <td>Average</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1991</td>\n",
       "      <td>May Average</td>\n",
       "      <td>24.6685</td>\n",
       "      <td>118.873</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>May</td>\n",
       "      <td>Average</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Year    Statistics  Temperature - (Celsius)  Rainfall - (MM)  Country  \\\n",
       "0   1991   Jan Average                  25.6309          265.675   Brazil   \n",
       "1   1991   Feb Average                  25.9331          191.252   Brazil   \n",
       "2   1991   Mar Average                  25.6195          238.854   Brazil   \n",
       "3   1991   Apr Average                  25.3122          188.449   Brazil   \n",
       "4   1991   May Average                  24.6685          118.873   Brazil   \n",
       "\n",
       "  Month      ...  \n",
       "0   Jan  Average  \n",
       "1   Feb  Average  \n",
       "2   Mar  Average  \n",
       "3   Apr  Average  \n",
       "4   May  Average  "
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather[' Statistics']=weather[' Statistics'].astype(str)\n",
    "weather[['Month','...']]=weather[' Statistics'].str.split(expand=True)\n",
    "weather.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "stainless-murray",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Int64Index: 10608 entries, 0 to 10607\n",
      "Data columns (total 5 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0    Year                    10608 non-null  int64  \n",
      " 1   Temperature - (Celsius)  10608 non-null  float64\n",
      " 2   Rainfall - (MM)          10608 non-null  float64\n",
      " 3    Country                 10608 non-null  object \n",
      " 4   Month                    10608 non-null  object \n",
      "dtypes: float64(2), int64(1), object(2)\n",
      "memory usage: 497.2+ KB\n"
     ]
    }
   ],
   "source": [
    "weather=weather.drop([' Statistics','...'],axis=1)\n",
    "weather.info()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "editorial-helena",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "#### Now, I'll combine ' Year' with 'Month' and use the new 'datetime' column as the index."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "tight-shore",
   "metadata": {
    "tags": []
   },
   "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>Year</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "      <th>Month</th>\n",
       "      <th>datetime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1991</td>\n",
       "      <td>25.6309</td>\n",
       "      <td>265.675</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Jan</td>\n",
       "      <td>1991-Jan</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1991</td>\n",
       "      <td>25.9331</td>\n",
       "      <td>191.252</td>\n",
       "      <td>Brazil</td>\n",
       "      <td>Feb</td>\n",
       "      <td>1991-Feb</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Year  Temperature - (Celsius)  Rainfall - (MM)  Country Month  datetime\n",
       "0  1991                  25.6309          265.675   Brazil   Jan  1991-Jan\n",
       "1  1991                  25.9331          191.252   Brazil   Feb  1991-Feb"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather[' Year']=weather[' Year'].astype(str)\n",
    "weather['Month']=weather['Month'].astype(str)\n",
    "weather['datetime']=weather[' Year'].str.cat(weather['Month'],sep='-')\n",
    "weather.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "demanding-theology",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "weather['datetime']=pd.to_datetime(weather['datetime'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "alike-mineral",
   "metadata": {
    "tags": []
   },
   "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>Year</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "      <th>Month</th>\n",
       "      <th>datetime</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9529</th>\n",
       "      <td>2005</td>\n",
       "      <td>-2.1640</td>\n",
       "      <td>43.29150</td>\n",
       "      <td>United States</td>\n",
       "      <td>Feb</td>\n",
       "      <td>2005-02-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1361</th>\n",
       "      <td>2000</td>\n",
       "      <td>24.6066</td>\n",
       "      <td>393.55100</td>\n",
       "      <td>Costa Rica</td>\n",
       "      <td>Jun</td>\n",
       "      <td>2000-06-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8568</th>\n",
       "      <td>2003</td>\n",
       "      <td>24.0021</td>\n",
       "      <td>137.88100</td>\n",
       "      <td>Tanzania</td>\n",
       "      <td>Jan</td>\n",
       "      <td>2003-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9346</th>\n",
       "      <td>2015</td>\n",
       "      <td>23.0432</td>\n",
       "      <td>211.07800</td>\n",
       "      <td>Uganda</td>\n",
       "      <td>Nov</td>\n",
       "      <td>2015-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6194</th>\n",
       "      <td>2013</td>\n",
       "      <td>19.1893</td>\n",
       "      <td>7.42908</td>\n",
       "      <td>Mexico</td>\n",
       "      <td>Mar</td>\n",
       "      <td>2013-03-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1255</th>\n",
       "      <td>1991</td>\n",
       "      <td>24.7808</td>\n",
       "      <td>406.21000</td>\n",
       "      <td>Costa Rica</td>\n",
       "      <td>Aug</td>\n",
       "      <td>1991-08-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6886</th>\n",
       "      <td>1992</td>\n",
       "      <td>24.5560</td>\n",
       "      <td>156.89000</td>\n",
       "      <td>Panama</td>\n",
       "      <td>Nov</td>\n",
       "      <td>1992-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9500</th>\n",
       "      <td>2002</td>\n",
       "      <td>15.7058</td>\n",
       "      <td>66.34700</td>\n",
       "      <td>United States</td>\n",
       "      <td>Sep</td>\n",
       "      <td>2002-09-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7507</th>\n",
       "      <td>1992</td>\n",
       "      <td>18.7599</td>\n",
       "      <td>108.34200</td>\n",
       "      <td>Peru</td>\n",
       "      <td>Aug</td>\n",
       "      <td>1992-08-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5789</th>\n",
       "      <td>2005</td>\n",
       "      <td>21.1999</td>\n",
       "      <td>145.61100</td>\n",
       "      <td>Mauritius</td>\n",
       "      <td>Jun</td>\n",
       "      <td>2005-06-01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      Year  Temperature - (Celsius)  Rainfall - (MM)         Country Month  \\\n",
       "9529  2005                  -2.1640         43.29150   United States   Feb   \n",
       "1361  2000                  24.6066        393.55100      Costa Rica   Jun   \n",
       "8568  2003                  24.0021        137.88100        Tanzania   Jan   \n",
       "9346  2015                  23.0432        211.07800          Uganda   Nov   \n",
       "6194  2013                  19.1893          7.42908          Mexico   Mar   \n",
       "1255  1991                  24.7808        406.21000      Costa Rica   Aug   \n",
       "6886  1992                  24.5560        156.89000          Panama   Nov   \n",
       "9500  2002                  15.7058         66.34700   United States   Sep   \n",
       "7507  1992                  18.7599        108.34200            Peru   Aug   \n",
       "5789  2005                  21.1999        145.61100       Mauritius   Jun   \n",
       "\n",
       "       datetime  \n",
       "9529 2005-02-01  \n",
       "1361 2000-06-01  \n",
       "8568 2003-01-01  \n",
       "9346 2015-11-01  \n",
       "6194 2013-03-01  \n",
       "1255 1991-08-01  \n",
       "6886 1992-11-01  \n",
       "9500 2002-09-01  \n",
       "7507 1992-08-01  \n",
       "5789 2005-06-01  "
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "convinced-amendment",
   "metadata": {},
   "outputs": [],
   "source": [
    "# I'm going to assume that defaulting to the first of each month in the 'datetime' column won't create any biases...\n",
    "# I'm not sure whether or not I should have used 'Year' and 'Month' as MultiIndexes. But, I don't think it will matter much for my needs...\n",
    "weather=weather.drop([' Year','Month'],axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "wicked-annual",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather.set_index('datetime',inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "quiet-liberal",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "DatetimeIndex: 10608 entries, 1991-01-01 to 2016-12-01\n",
      "Data columns (total 3 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0   Temperature - (Celsius)  10608 non-null  float64\n",
      " 1   Rainfall - (MM)          10608 non-null  float64\n",
      " 2    Country                 10608 non-null  object \n",
      "dtypes: float64(2), object(1)\n",
      "memory usage: 331.5+ KB\n"
     ]
    }
   ],
   "source": [
    "weather.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "latin-daily",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'A PROPERLY formatted .csv file (come on, World Bank Group...)!'"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#weather.to_csv('./weather-data/weather.csv')\n",
    "\n",
    "'''A PROPERLY formatted .csv file (come on, World Bank Group...)!'''"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "satisfactory-trail",
   "metadata": {},
   "source": [
    "<img src=\"http://imgur.com/1ZcRyrc.png\" style=\"float: left; margin: 10px; height: 27.5px\">\n",
    "\n",
    "#### ***CHECKPOINT: RE-RUN NOTEBOOK FROM HERE***\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "aboriginal-pillow",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\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>datetime</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9956</th>\n",
       "      <td>2014-09-01</td>\n",
       "      <td>26.85020</td>\n",
       "      <td>295.70400</td>\n",
       "      <td>Puerto Rico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8335</th>\n",
       "      <td>2009-08-01</td>\n",
       "      <td>20.98920</td>\n",
       "      <td>0.99859</td>\n",
       "      <td>Rwanda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5115</th>\n",
       "      <td>2001-04-01</td>\n",
       "      <td>27.20120</td>\n",
       "      <td>39.93690</td>\n",
       "      <td>Laos</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4930</th>\n",
       "      <td>2011-11-01</td>\n",
       "      <td>24.98620</td>\n",
       "      <td>113.54700</td>\n",
       "      <td>Kenya</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1244</th>\n",
       "      <td>2016-09-01</td>\n",
       "      <td>25.08040</td>\n",
       "      <td>233.82600</td>\n",
       "      <td>Colombia</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3468</th>\n",
       "      <td>1994-01-01</td>\n",
       "      <td>21.83140</td>\n",
       "      <td>97.99540</td>\n",
       "      <td>Honduras</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2830</th>\n",
       "      <td>1992-11-01</td>\n",
       "      <td>22.86590</td>\n",
       "      <td>196.41700</td>\n",
       "      <td>Guatemala</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9549</th>\n",
       "      <td>2006-10-01</td>\n",
       "      <td>8.07728</td>\n",
       "      <td>62.79330</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5752</th>\n",
       "      <td>2002-05-01</td>\n",
       "      <td>22.90180</td>\n",
       "      <td>122.06500</td>\n",
       "      <td>Mauritius</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4177</th>\n",
       "      <td>2001-02-01</td>\n",
       "      <td>26.02980</td>\n",
       "      <td>260.36300</td>\n",
       "      <td>Indonesia</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        datetime  Temperature - (Celsius)  Rainfall - (MM)         Country\n",
       "9956  2014-09-01                 26.85020        295.70400     Puerto Rico\n",
       "8335  2009-08-01                 20.98920          0.99859          Rwanda\n",
       "5115  2001-04-01                 27.20120         39.93690            Laos\n",
       "4930  2011-11-01                 24.98620        113.54700           Kenya\n",
       "1244  2016-09-01                 25.08040        233.82600        Colombia\n",
       "3468  1994-01-01                 21.83140         97.99540        Honduras\n",
       "2830  1992-11-01                 22.86590        196.41700       Guatemala\n",
       "9549  2006-10-01                  8.07728         62.79330   United States\n",
       "5752  2002-05-01                 22.90180        122.06500       Mauritius\n",
       "4177  2001-02-01                 26.02980        260.36300       Indonesia"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "import sktime\n",
    "\n",
    "weather=pd.read_csv('./weather-data/weather.csv')\n",
    "weather.sample(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "attempted-recorder",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\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>datetime</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>25.6309</td>\n",
       "      <td>265.675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-02-01</td>\n",
       "      <td>25.9331</td>\n",
       "      <td>191.252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-03-01</td>\n",
       "      <td>25.6195</td>\n",
       "      <td>238.854</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-04-01</td>\n",
       "      <td>25.3122</td>\n",
       "      <td>188.449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-05-01</td>\n",
       "      <td>24.6685</td>\n",
       "      <td>118.873</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            datetime  Temperature - (Celsius)  Rainfall - (MM)\n",
       " Country                                                      \n",
       " Brazil   1991-01-01                  25.6309          265.675\n",
       " Brazil   1991-02-01                  25.9331          191.252\n",
       " Brazil   1991-03-01                  25.6195          238.854\n",
       " Brazil   1991-04-01                  25.3122          188.449\n",
       " Brazil   1991-05-01                  24.6685          118.873"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "country=weather.set_index(' Country','datetime')\n",
    "country.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "advance-circus",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "Index: 10608 entries,  Brazil to  Zambia\n",
      "Data columns (total 3 columns):\n",
      " #   Column                   Non-Null Count  Dtype         \n",
      "---  ------                   --------------  -----         \n",
      " 0   datetime                 10608 non-null  datetime64[ns]\n",
      " 1   Temperature - (Celsius)  10608 non-null  float64       \n",
      " 2   Rainfall - (MM)          10608 non-null  float64       \n",
      "dtypes: datetime64[ns](1), float64(2)\n",
      "memory usage: 331.5+ KB\n"
     ]
    }
   ],
   "source": [
    "country['datetime']=pd.to_datetime(country['datetime'])\n",
    "country.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "dominican-division",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>datetime</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>265.6750</td>\n",
       "      <td>25.6309</td>\n",
       "      <td>1991-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>191.2520</td>\n",
       "      <td>25.9331</td>\n",
       "      <td>1991-02-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>238.8540</td>\n",
       "      <td>25.6195</td>\n",
       "      <td>1991-03-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>188.4490</td>\n",
       "      <td>25.3122</td>\n",
       "      <td>1991-04-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>118.8730</td>\n",
       "      <td>24.6685</td>\n",
       "      <td>1991-05-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>84.7695</td>\n",
       "      <td>23.9559</td>\n",
       "      <td>1991-06-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>66.6732</td>\n",
       "      <td>23.2381</td>\n",
       "      <td>1991-07-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>48.6990</td>\n",
       "      <td>23.9559</td>\n",
       "      <td>1991-08-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>70.8228</td>\n",
       "      <td>25.2297</td>\n",
       "      <td>1991-09-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>92.1602</td>\n",
       "      <td>25.5777</td>\n",
       "      <td>1991-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>139.6690</td>\n",
       "      <td>25.9442</td>\n",
       "      <td>1991-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>158.5820</td>\n",
       "      <td>26.0139</td>\n",
       "      <td>1991-12-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>232.9450</td>\n",
       "      <td>25.7539</td>\n",
       "      <td>1992-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>227.3890</td>\n",
       "      <td>25.6635</td>\n",
       "      <td>1992-02-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>228.1360</td>\n",
       "      <td>25.5218</td>\n",
       "      <td>1992-03-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>161.2430</td>\n",
       "      <td>25.2168</td>\n",
       "      <td>1992-04-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>94.2374</td>\n",
       "      <td>25.0763</td>\n",
       "      <td>1992-05-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>58.4615</td>\n",
       "      <td>24.3627</td>\n",
       "      <td>1992-06-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>62.6313</td>\n",
       "      <td>22.7497</td>\n",
       "      <td>1992-07-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>54.3506</td>\n",
       "      <td>23.9357</td>\n",
       "      <td>1992-08-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>96.2761</td>\n",
       "      <td>24.4702</td>\n",
       "      <td>1992-09-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>112.3340</td>\n",
       "      <td>25.6455</td>\n",
       "      <td>1992-10-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>167.4010</td>\n",
       "      <td>25.3548</td>\n",
       "      <td>1992-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>186.1170</td>\n",
       "      <td>25.3782</td>\n",
       "      <td>1992-12-01</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Rainfall - (MM)  Temperature - (Celsius)   datetime\n",
       " Country                                                     \n",
       " Brazil          265.6750                  25.6309 1991-01-01\n",
       " Brazil          191.2520                  25.9331 1991-02-01\n",
       " Brazil          238.8540                  25.6195 1991-03-01\n",
       " Brazil          188.4490                  25.3122 1991-04-01\n",
       " Brazil          118.8730                  24.6685 1991-05-01\n",
       " Brazil           84.7695                  23.9559 1991-06-01\n",
       " Brazil           66.6732                  23.2381 1991-07-01\n",
       " Brazil           48.6990                  23.9559 1991-08-01\n",
       " Brazil           70.8228                  25.2297 1991-09-01\n",
       " Brazil           92.1602                  25.5777 1991-10-01\n",
       " Brazil          139.6690                  25.9442 1991-11-01\n",
       " Brazil          158.5820                  26.0139 1991-12-01\n",
       " Brazil          232.9450                  25.7539 1992-01-01\n",
       " Brazil          227.3890                  25.6635 1992-02-01\n",
       " Brazil          228.1360                  25.5218 1992-03-01\n",
       " Brazil          161.2430                  25.2168 1992-04-01\n",
       " Brazil           94.2374                  25.0763 1992-05-01\n",
       " Brazil           58.4615                  24.3627 1992-06-01\n",
       " Brazil           62.6313                  22.7497 1992-07-01\n",
       " Brazil           54.3506                  23.9357 1992-08-01\n",
       " Brazil           96.2761                  24.4702 1992-09-01\n",
       " Brazil          112.3340                  25.6455 1992-10-01\n",
       " Brazil          167.4010                  25.3548 1992-11-01\n",
       " Brazil          186.1170                  25.3782 1992-12-01"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cou_dt=country.sort_index(axis=1)\n",
    "cou_dt.head(24)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "interstate-granny",
   "metadata": {},
   "outputs": [],
   "source": [
    "co_dt=cou_dt.groupby('datetime',as_index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "boxed-burner",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "co_dt['Rainfall - (MM)'].plot(figsize=(12,4));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "alien-hunger",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather['datetime']=pd.to_datetime(weather['datetime'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "facial-fellow",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather.set_index('datetime',inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "august-decrease",
   "metadata": {
    "tags": []
   },
   "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>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1991-01-01</th>\n",
       "      <td>25.6309</td>\n",
       "      <td>265.67500</td>\n",
       "      <td>Brazil</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-01-01</th>\n",
       "      <td>25.1747</td>\n",
       "      <td>8.14374</td>\n",
       "      <td>Thailand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-01-01</th>\n",
       "      <td>23.2964</td>\n",
       "      <td>189.55000</td>\n",
       "      <td>Tanzania</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-01-01</th>\n",
       "      <td>18.9343</td>\n",
       "      <td>94.85040</td>\n",
       "      <td>Rwanda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1991-01-01</th>\n",
       "      <td>24.9838</td>\n",
       "      <td>84.37060</td>\n",
       "      <td>Philippines</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            Temperature - (Celsius)  Rainfall - (MM)       Country\n",
       "datetime                                                          \n",
       "1991-01-01                  25.6309        265.67500        Brazil\n",
       "1991-01-01                  25.1747          8.14374      Thailand\n",
       "1991-01-01                  23.2964        189.55000      Tanzania\n",
       "1991-01-01                  18.9343         94.85040        Rwanda\n",
       "1991-01-01                  24.9838         84.37060   Philippines"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather.sort_index(inplace=True)\n",
    "weather.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "transparent-interim",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "Let's get started with some real analyses:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "nasty-entrance",
   "metadata": {
    "tags": []
   },
   "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>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "      <th>Country</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>datetime</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>16.2229</td>\n",
       "      <td>10.14180</td>\n",
       "      <td>Mexico</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>22.4672</td>\n",
       "      <td>8.10457</td>\n",
       "      <td>El Salvador</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>25.3629</td>\n",
       "      <td>443.07500</td>\n",
       "      <td>Mauritius</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>24.5514</td>\n",
       "      <td>14.75560</td>\n",
       "      <td>Kenya</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-01-01</th>\n",
       "      <td>25.0684</td>\n",
       "      <td>163.77700</td>\n",
       "      <td>Philippines</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-05-01</th>\n",
       "      <td>22.9389</td>\n",
       "      <td>38.07310</td>\n",
       "      <td>Tanzania</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-05-01</th>\n",
       "      <td>14.4907</td>\n",
       "      <td>58.85610</td>\n",
       "      <td>China</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-05-01</th>\n",
       "      <td>12.8646</td>\n",
       "      <td>54.20210</td>\n",
       "      <td>United States</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-05-01</th>\n",
       "      <td>20.8017</td>\n",
       "      <td>98.44220</td>\n",
       "      <td>Rwanda</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2000-05-01</th>\n",
       "      <td>24.2060</td>\n",
       "      <td>365.82000</td>\n",
       "      <td>Colombia</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>170 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            Temperature - (Celsius)  Rainfall - (MM)         Country\n",
       "datetime                                                            \n",
       "2000-01-01                  16.2229         10.14180          Mexico\n",
       "2000-01-01                  22.4672          8.10457     El Salvador\n",
       "2000-01-01                  25.3629        443.07500       Mauritius\n",
       "2000-01-01                  24.5514         14.75560           Kenya\n",
       "2000-01-01                  25.0684        163.77700     Philippines\n",
       "...                             ...              ...             ...\n",
       "2000-05-01                  22.9389         38.07310        Tanzania\n",
       "2000-05-01                  14.4907         58.85610           China\n",
       "2000-05-01                  12.8646         54.20210   United States\n",
       "2000-05-01                  20.8017         98.44220          Rwanda\n",
       "2000-05-01                  24.2060        365.82000        Colombia\n",
       "\n",
       "[170 rows x 3 columns]"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# testing ways of summarizing by year and country...\n",
    "\n",
    "test00=weather.loc['2000'].groupby(' Country')\n",
    "test00.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "proper-shopper",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['count', 'mean', 'std', 'min', '25%', '50%', '75%', 'max'], dtype='object')"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_temp00=test00['Temperature - (Celsius)'].describe()\n",
    "test_temp00.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "reserved-malta",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       " Country\n",
       " Brazil              25.191808\n",
       " Burundi             20.838142\n",
       " China                6.737518\n",
       " Colombia            24.198742\n",
       " Costa Rica          24.539783\n",
       " Cote d'Ivoire       26.512033\n",
       " Ecuador             21.070667\n",
       " El Salvador         23.997517\n",
       " Ethiopia            22.930317\n",
       " Guatemala           23.568825\n",
       " Haiti               24.995950\n",
       " Honduras            23.611300\n",
       " India               24.475267\n",
       " Indonesia           26.152250\n",
       " Japan               11.375716\n",
       " Kenya               24.904750\n",
       " Laos                23.537192\n",
       " Malawi              22.113333\n",
       " Mauritius           22.783333\n",
       " Mexico              21.202517\n",
       " Myanmar (Burma)     22.882192\n",
       " Nicaragua           24.853967\n",
       " Panama              25.049367\n",
       " Papua New Guinea    24.926125\n",
       " Peru                19.548700\n",
       " Philippines         25.912025\n",
       " Puerto Rico         25.217767\n",
       " Rwanda              19.981325\n",
       " Tanzania            22.802192\n",
       " Thailand            26.371025\n",
       " Uganda              23.398375\n",
       " United States        7.496298\n",
       " Vietnam             24.293192\n",
       " Zambia              22.126750\n",
       "Name: mean, dtype: float64"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_temp00['mean']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "governing-niagara",
   "metadata": {},
   "outputs": [],
   "source": [
    "test91=weather.loc['1991'].groupby(' Country')\n",
    "test_temp91=test91['Temperature - (Celsius)'].describe()\n",
    "test_rain91=test91['Rainfall - (MM)'].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "available-drunk",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "_________________________________________________________\n",
      "\n",
      "* * * Minimum Temperature (°C) per Country in 1991 * * *\n",
      "_________________________________________________________\n",
      "\n",
      " Country\n",
      " Brazil              23.2381\n",
      " Burundi             19.3619\n",
      " China               -8.0581\n",
      " Colombia            23.6642\n",
      " Costa Rica          23.4919\n",
      " Cote d'Ivoire       24.7612\n",
      " Ecuador             20.5462\n",
      " El Salvador         22.4650\n",
      " Ethiopia            20.8477\n",
      " Guatemala           21.6561\n",
      " Haiti               23.2447\n",
      " Honduras            22.1057\n",
      " India               16.6354\n",
      " Indonesia           25.7928\n",
      " Japan               -0.2434\n",
      " Kenya               22.9982\n",
      " Laos                19.9251\n",
      " Malawi              18.1263\n",
      " Mauritius           19.7288\n",
      " Mexico              15.3059\n",
      " Myanmar (Burma)     18.2303\n",
      " Nicaragua           23.6108\n",
      " Panama              24.4650\n",
      " Papua New Guinea    24.2804\n",
      " Peru                18.2142\n",
      " Philippines         24.6773\n",
      " Puerto Rico         23.6675\n",
      " Rwanda              18.7801\n",
      " Tanzania            20.2659\n",
      " Thailand            23.7109\n",
      " Uganda              21.7055\n",
      " United States       -5.9938\n",
      " Vietnam             21.2273\n",
      " Zambia              17.1923\n",
      "Name: min, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "print('_________________________________________________________\\n\\n* * * Minimum Temperature (°C) per Country in 1991 * * *\\n_________________________________________________________\\n')\n",
    "print(test_temp91['min'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "better-employment",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "______________________________________________________\n",
      "\n",
      "* * * Average Rainfall (mm) per Country in 1991 * * *\n",
      "______________________________________________________\n",
      "\n",
      " Country\n",
      " Brazil              138.706558\n",
      " Burundi             102.481330\n",
      " China                47.203383\n",
      " Colombia            179.841150\n",
      " Costa Rica          239.987192\n",
      " Cote d'Ivoire       104.227491\n",
      " Ecuador             134.924567\n",
      " El Salvador         128.055490\n",
      " Ethiopia             61.461242\n",
      " Guatemala           193.302450\n",
      " Haiti                73.013372\n",
      " Honduras            140.331175\n",
      " India                84.803275\n",
      " Indonesia           204.429817\n",
      " Japan               148.543792\n",
      " Kenya                49.673483\n",
      " Laos                135.616772\n",
      " Malawi               88.320280\n",
      " Mauritius           137.654325\n",
      " Mexico               61.763097\n",
      " Myanmar (Burma)     166.128748\n",
      " Nicaragua           175.738633\n",
      " Panama              202.801533\n",
      " Papua New Guinea    240.229083\n",
      " Peru                107.090483\n",
      " Philippines         168.824192\n",
      " Puerto Rico         133.580933\n",
      " Rwanda               96.631208\n",
      " Tanzania             88.938308\n",
      " Thailand            116.250522\n",
      " Uganda              102.211225\n",
      " United States        56.847175\n",
      " Vietnam             136.806458\n",
      " Zambia               79.735248\n",
      "Name: mean, dtype: float64\n"
     ]
    }
   ],
   "source": [
    "print('______________________________________________________\\n\\n* * * Average Rainfall (mm) per Country in 1991 * * *\\n______________________________________________________\\n')\n",
    "print(test_rain91['mean'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "deluxe-pregnancy",
   "metadata": {
    "tags": []
   },
   "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>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>25.468083</td>\n",
       "      <td>148.095058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Burundi</th>\n",
       "      <td>21.045625</td>\n",
       "      <td>115.000342</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>China</th>\n",
       "      <td>7.096742</td>\n",
       "      <td>45.832000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colombia</th>\n",
       "      <td>24.617692</td>\n",
       "      <td>203.554308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Costa Rica</th>\n",
       "      <td>25.036600</td>\n",
       "      <td>223.364125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cote d'Ivoire</th>\n",
       "      <td>26.651908</td>\n",
       "      <td>118.886417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ecuador</th>\n",
       "      <td>21.240183</td>\n",
       "      <td>144.456417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>El Salvador</th>\n",
       "      <td>24.411475</td>\n",
       "      <td>155.131382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ethiopia</th>\n",
       "      <td>23.043467</td>\n",
       "      <td>63.033925</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Guatemala</th>\n",
       "      <td>23.960250</td>\n",
       "      <td>219.937358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Haiti</th>\n",
       "      <td>25.211017</td>\n",
       "      <td>142.251673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Honduras</th>\n",
       "      <td>24.040850</td>\n",
       "      <td>163.590399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>India</th>\n",
       "      <td>24.631975</td>\n",
       "      <td>79.537577</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Indonesia</th>\n",
       "      <td>26.256050</td>\n",
       "      <td>248.725917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Japan</th>\n",
       "      <td>10.985320</td>\n",
       "      <td>128.318600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kenya</th>\n",
       "      <td>25.095758</td>\n",
       "      <td>51.876630</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Laos</th>\n",
       "      <td>23.989658</td>\n",
       "      <td>170.698622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Malawi</th>\n",
       "      <td>22.450850</td>\n",
       "      <td>93.175724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mauritius</th>\n",
       "      <td>23.129225</td>\n",
       "      <td>139.916250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mexico</th>\n",
       "      <td>20.930642</td>\n",
       "      <td>55.848750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Myanmar (Burma)</th>\n",
       "      <td>23.416958</td>\n",
       "      <td>165.919165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nicaragua</th>\n",
       "      <td>25.294600</td>\n",
       "      <td>172.329583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Panama</th>\n",
       "      <td>25.510342</td>\n",
       "      <td>226.930358</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Papua New Guinea</th>\n",
       "      <td>25.164875</td>\n",
       "      <td>258.873917</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Peru</th>\n",
       "      <td>19.379983</td>\n",
       "      <td>139.163117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Philippines</th>\n",
       "      <td>25.974300</td>\n",
       "      <td>247.012250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Puerto Rico</th>\n",
       "      <td>25.558975</td>\n",
       "      <td>152.148750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rwanda</th>\n",
       "      <td>20.251400</td>\n",
       "      <td>117.558061</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tanzania</th>\n",
       "      <td>22.912742</td>\n",
       "      <td>78.384167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Thailand</th>\n",
       "      <td>26.875017</td>\n",
       "      <td>129.992851</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Uganda</th>\n",
       "      <td>23.838383</td>\n",
       "      <td>102.164392</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>United States</th>\n",
       "      <td>7.633218</td>\n",
       "      <td>52.536317</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Vietnam</th>\n",
       "      <td>24.712433</td>\n",
       "      <td>176.366192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Zambia</th>\n",
       "      <td>22.509025</td>\n",
       "      <td>88.794406</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   Temperature - (Celsius)  Rainfall - (MM)\n",
       " Country                                                   \n",
       " Brazil                          25.468083       148.095058\n",
       " Burundi                         21.045625       115.000342\n",
       " China                            7.096742        45.832000\n",
       " Colombia                        24.617692       203.554308\n",
       " Costa Rica                      25.036600       223.364125\n",
       " Cote d'Ivoire                   26.651908       118.886417\n",
       " Ecuador                         21.240183       144.456417\n",
       " El Salvador                     24.411475       155.131382\n",
       " Ethiopia                        23.043467        63.033925\n",
       " Guatemala                       23.960250       219.937358\n",
       " Haiti                           25.211017       142.251673\n",
       " Honduras                        24.040850       163.590399\n",
       " India                           24.631975        79.537577\n",
       " Indonesia                       26.256050       248.725917\n",
       " Japan                           10.985320       128.318600\n",
       " Kenya                           25.095758        51.876630\n",
       " Laos                            23.989658       170.698622\n",
       " Malawi                          22.450850        93.175724\n",
       " Mauritius                       23.129225       139.916250\n",
       " Mexico                          20.930642        55.848750\n",
       " Myanmar (Burma)                 23.416958       165.919165\n",
       " Nicaragua                       25.294600       172.329583\n",
       " Panama                          25.510342       226.930358\n",
       " Papua New Guinea                25.164875       258.873917\n",
       " Peru                            19.379983       139.163117\n",
       " Philippines                     25.974300       247.012250\n",
       " Puerto Rico                     25.558975       152.148750\n",
       " Rwanda                          20.251400       117.558061\n",
       " Tanzania                        22.912742        78.384167\n",
       " Thailand                        26.875017       129.992851\n",
       " Uganda                          23.838383       102.164392\n",
       " United States                    7.633218        52.536317\n",
       " Vietnam                         24.712433       176.366192\n",
       " Zambia                          22.509025        88.794406"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "weather.loc['2001'].groupby(' Country').mean()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "complicated-episode",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "\n",
    "#### After some EDA with different groupings and stats, I decided to create a new dataframe with average metrics for each country for each year. I should be able to compare this more directly with my coffee data..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "silent-applicant",
   "metadata": {},
   "outputs": [],
   "source": [
    "wth93=weather.loc['1993'].groupby(' Country').mean()\n",
    "wth94=weather.loc['1994'].groupby(' Country').mean()\n",
    "wth95=weather.loc['1995'].groupby(' Country').mean()\n",
    "wth96=weather.loc['1996'].groupby(' Country').mean()\n",
    "wth97=weather.loc['1997'].groupby(' Country').mean()\n",
    "wth98=weather.loc['1998'].groupby(' Country').mean()\n",
    "wth99=weather.loc['1999'].groupby(' Country').mean()\n",
    "wth00=weather.loc['2000'].groupby(' Country').mean()\n",
    "wth01=weather.loc['2001'].groupby(' Country').mean()\n",
    "wth02=weather.loc['2002'].groupby(' Country').mean()\n",
    "wth03=weather.loc['2003'].groupby(' Country').mean()\n",
    "wth04=weather.loc['2004'].groupby(' Country').mean()\n",
    "wth05=weather.loc['2005'].groupby(' Country').mean()\n",
    "wth06=weather.loc['2006'].groupby(' Country').mean()\n",
    "wth07=weather.loc['2007'].groupby(' Country').mean()\n",
    "wth08=weather.loc['2008'].groupby(' Country').mean()\n",
    "wth09=weather.loc['2009'].groupby(' Country').mean()\n",
    "wth10=weather.loc['2010'].groupby(' Country').mean()\n",
    "wth11=weather.loc['2011'].groupby(' Country').mean()\n",
    "wth12=weather.loc['2012'].groupby(' Country').mean()\n",
    "wth13=weather.loc['2013'].groupby(' Country').mean()\n",
    "wth14=weather.loc['2014'].groupby(' Country').mean()\n",
    "wth15=weather.loc['2015'].groupby(' Country').mean()\n",
    "wth16=weather.loc['2016'].groupby(' Country').mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "extensive-eating",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 34 entries, 0 to 33\n",
      "Data columns (total 3 columns):\n",
      " #   Column                   Non-Null Count  Dtype  \n",
      "---  ------                   --------------  -----  \n",
      " 0    Country                 34 non-null     object \n",
      " 1   Temperature - (Celsius)  34 non-null     float64\n",
      " 2   Rainfall - (MM)          34 non-null     float64\n",
      "dtypes: float64(2), object(1)\n",
      "memory usage: 944.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "wea15=wth15.reset_index()\n",
    "wea15.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "id": "fitted-gallery",
   "metadata": {},
   "outputs": [],
   "source": [
    "co=weather.reset_index(inplace=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "clear-germany",
   "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>datetime</th>\n",
       "      <th>Temperature - (Celsius)</th>\n",
       "      <th>Rainfall - (MM)</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Country</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Brazil</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>25.6309</td>\n",
       "      <td>265.67500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Thailand</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>25.1747</td>\n",
       "      <td>8.14374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tanzania</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>23.2964</td>\n",
       "      <td>189.55000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Rwanda</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>18.9343</td>\n",
       "      <td>94.85040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Philippines</th>\n",
       "      <td>1991-01-01</td>\n",
       "      <td>24.9838</td>\n",
       "      <td>84.37060</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               datetime  Temperature - (Celsius)  Rainfall - (MM)\n",
       " Country                                                         \n",
       " Brazil      1991-01-01                  25.6309        265.67500\n",
       " Thailand    1991-01-01                  25.1747          8.14374\n",
       " Tanzania    1991-01-01                  23.2964        189.55000\n",
       " Rwanda      1991-01-01                  18.9343         94.85040\n",
       " Philippines 1991-01-01                  24.9838         84.37060"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "co=co.set_index(' Country',inplace=False)\n",
    "co.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "accessory-county",
   "metadata": {},
   "outputs": [],
   "source": [
    "co_dt=co.groupby('datetime')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "ceramic-china",
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'DataFrameGroupBy' object has no attribute 'loc'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-57-6269e575fe7f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mco_dt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'2001'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdescribe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/anaconda3/envs/time/lib/python3.8/site-packages/pandas/core/groupby/groupby.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m    750\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mattr\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    751\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 752\u001b[0;31m         raise AttributeError(\n\u001b[0m\u001b[1;32m    753\u001b[0m             \u001b[0;34mf\"'{type(self).__name__}' object has no attribute '{attr}'\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    754\u001b[0m         )\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'DataFrameGroupBy' object has no attribute 'loc'"
     ]
    }
   ],
   "source": [
    "#co_dt.loc['2001'].describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "celtic-orchestra",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# This is cool, but I need numbers to go along with this. There are a few ouitliers, it seems, but overall temperature looks relatively predictive across the board.\n",
    "\n",
    "test00['Temperature - (Celsius)'].plot(figsize=(20,5));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "fantastic-ivory",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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puMjQaB8tLdls3nIzCoWarKxPCND36YDRSZIkSV3JmnkFrP+liIvuHkRi3zBvD6fTCbegudZCzZ5pba0VSQ6bJ0hSa5SEJ+g9jbZbw6SQaB3KHnJlWpK6C4PTxdQt+Ww1WJjVP5lzwoO8PSSpGxNCsLi+hSfyyimy2Dk3PJAn0+JI8e9+U6Va6mr5asYDAFz9zCsEhkd4eUTHrrownx9eehqb2cwFdz9I2tAR3h6SJLWbDI0OYDLlsWnzDbhcJgYN/JDg4OP+2UiSJEldTH25kW+fW0fGiCjOvvHUXRJXuAVNNea2EKmmpIXaUiPOPUGSj5KIhIDWHkkBRCQGEhztL4MkSeokRqeLq7bks9lg5sN+KUyKkIGR1DFsbjfvl9byn+JqHG7B7QkR3JsUhV7dPapsrSYjXz/+EIb6Oq56+iUiEpO9PaR2MzbU88PLz1JdmMf4625hyPmXnBKr3Ek9x0kLjRQKhQpYD5QLIS5UKBQpwNdAGLABuE4IYVcoFL7AZ8BQoB6YKoQoOtK+OzI0ArBYytm85Qas1koGDHib8LDxHbZvSZIkyTvcbsGclzZgqLdwzROj0Oq7Zi8Eb3G7BU3VZmqL9zbari014LS7AVD7qohI0BOZuLdHUnCkPwoZJEnSCTE5XVyTXcD6FhPv90vmgohgbw9J6oGqbQ6eL6jkm6oGIn3UPJIaw5XRoSi7cHjhdDiY8/wMKnbt5PJHniax/0BvD+m4OWxWFrz9GrlrVjJwwiTOunk6KnXPa1Qu9UwnMzS6HxgGBLaGRt8C3wshvlYoFDOBLUKIdxUKxZ3AQCHEdIVCcRVwqRBi6pH23dGhEYDdXsfmzTdjNO2ib+bLREdf3KH7lyRJkk6uLUtL+fO7XCbe0pdew6O9PZxuwe0WNFaZ9uuRVFdqxOnwBEkarcpTkZQUQGTrym1BEX4ySJKkY2RyufjblgLWtZh4t28yF0cGe3tIUg+3scXEY7nlbGwxkxXgz3MZcQwN0nl7WAcRbjc//fdldq9awfl3P0jm6eO8PaQTJtxu/vr2c9bM/ZbE/oO46L5/o9V3/d5MknRSQiOFQhEPfAo8B9wPXATUAtFCCKdCoRgNPCmEOFehUCxq/XiVQqFQA1VAhDjCA3VGaATgdBrYkn07TU3r6N3rSeLjr+3wx5AkSZI6X0udha+eWUtcRjAX/H2gLAs/AW6Xm8aqPVPbWqgpMVBXZsTVGiT5aFVEJAbs1yMpKMJP/swl6QBml5vrsgtY1WTknb5JTI6SqytJJ4dbCL6vbuTZ/Eqq7A6mRIXwWFos0b5dpwL3j88+ZMPPPzD2bzcx/OLLvT2cDrV92VIWv/cmQVHRXPrw44REx3p7SJJ0RCcaGh1rTd1/gIeAPW37w4AmIYSz9fMyIK714zigFKA1UGpuvX/d8Q7yeKnVAWQN+pht2+9h1+4ncDgaSU7+hzzwlSRJ6kaEECz7chcA467pfcjncLfNhS23EUtOA9ZdDWh7hxIyJUM+3x+CUqUkLE5PWJyezNNiAHC53DRWmvbpkWRg6+9luJytQZKf2tMfqW3VtgACw2WQJJ26LC43N24tYGWTkbcyE2VgJJ1USoWCKdGhnBcexH9Lani3pIZf6pq5JzGKaQkRaL28ouaGn39kw88/MHjSRQy76DKvjqUz9Bs3gaDIKH589Xm+fPSfXPLPR4nv29/bw5KkTnPUSiOFQnEhcL4Q4k6FQjEeeAC4EVgthEhvvU8CsEAI0V+hUGwDJgkhylq/lg+MFELUHbDf24HbARITE4cWFxd35Pe1H7fbSc7Of1FVNZeE+BvJyHgUhUIuTyxJktQd7FpTxZKPdzBmagYDz0xou93VbPOERDn1WPObwClQaNVoovyxF7cQfFk6+hEx3ht4N+dyuWmoaJ3aVtxCbYmBunIjbqfnuMHXX71fo+3IpAACwrQySJJ6PKvLzY1bC1nWaOCNzESujA719pCkU1yxxcZTeRX8UtdMotaHJ9NjOS88yCvPx7tW/clPb7xI+rBRXHT/v1Aqu0fD7uPRVFXJ3Befoqm6iom3/4P+48/29pAk6ZA6fXqaQqF4AbgOcAJaIBCYC5xLF5+eti8h3OTmPU9p6cdER08ms8//oVR2nRJOSZIk6WAWg50vn1xDUKQflz4wBFeVGWtOPZacBhzlRgBUYVr8MsPQZobimxwICgV1H23DVtRC5N+z8Inper0euiuX0xMk1bROa6stNlBfbsTtag2SdOrWaqS9U9sCQmWQJPUcNrebm7YW8luDgdf7JHB1TJi3hyRJbVY0GJiRV85Ok5UzgvU8kxFHpt7vpD1+2Y5tzH7uMaLSejHlsWfQ+PietMf2FqvJyPzX/4+SrZsZcckUzrjqehRKWZwgdS0nrRF264ONBx5obYT9HTBnn0bY2UKIdxQKxd+BAfs0wr5MCHHlkfZ7MkIj8ExxKCp6m4LC1wkPn0D/fv9FpdJ2+uNKkiRJx2fJh9toyq7j9JFRUGLA1WwDBfgkBqLNDMUvMxR1pP9BoYTLYKf6vxtRatVE/mMwSt+ee6XT21wON/UVxv16JDWUm3C7PccXWp2GyKQAYnsFkzUxEZWXp01I0vGyud3cuq2IX+tbeKV3AtfGysBI6nqcbsFnFXW8VFhFi9PFDXHhPJgSTaimc1f6qist5usnHsI/KISrn34Jv4DATn28rsTldPLbxzPJXrKQjBGncd7f70ejleeYUtfhzdAoFfgaCAU2AdcKIWwKhUIL/A8YDDQAVwkhCo6035MVGu1RVvYFu3Y/QXDwcAYNfB+1OuDoG0mSJEknhcvkwLqzgYY1lbiKW1ArFCg0SnwzQvDrG4q2Tygqvc9R92PNa6Ju1lb8syIJubKXrHY5iZwOF/VlJmpLWqgpNlDTWpGUNiSSc27pi1IGR1I3Y3e7uX17EQvrWnixVzw3xIV7e0iSdEQNDievFFbxaUUdASoVD6ZEc0NsOOpOWB3T0FDHV489iNvl5OpnXiEoMqrDH6OrE0KwacE8/vhsFpEpqUx+cAb6UBksS13DSQ2NOsvJDo0AqqrmsSPnQfS63mRlfYSPj3zxlyRJ8hZHrRlrTgOWHfXYi1tAgA2oVynpd01v/HuFoNC0v1qo+ddiDEtLCJmSgW5YdMcPXDpmm34tYeWcPDKGR3H2TX1RdsKJiyR1BodbMG17Eb/UNfN8Rhw3x0d4e0iSdMxyjBZm5JbzZ5OR3jotz6bHMSa04y6Y28wmvnniYZpqqpn65P8RlZLWYfvujgo2ruOnN17C19+fyQ/OICo13dtDkqQTDo1O2Ut90dEXM3Dge5jM+azfMBWLpdzbQ5IkSTplCJfAVthM0y8FVL2ynupXN9D8SyHC5iLgzATKe4eysNlBws390fULP67ACCBwQiK+qUE0/ZiPo9rUwd+F1B6DJyYyanIqueuq+e3TnLbpa5LUlTndgjt2eAKjZ2VgJHVDmXo/vstK4+P+yVhcbq7Yks9NWwsptthOeN8up4N5rz5PfXkpF9//71M+MAJIHTKcq59+CYVSyddPPkzuulXeHpIknbBTttJoj6am9WzJvg2Vyp+srE/Q6zK8Mg5JkqSezm1zYt3diHVHA9ZdDbjNTlAp8E0Nwq+vp5G1OlhLVWEzc17awICxcYy9uvcJP66rxU71GxtR6jRE/iMLpY/sb+RN638pZM28QvqMjuas6zJRyIojqYtyugV/zynmx5omnkqPZVpCpLeHJEknxOpy835ZLf8prsbpFkxPiOCepCh06va/LgohWPD2a+Ss+J1Jd95Hv3ETOmHE3ZepqZEfX36WyvzdjL3mRoZddJmcJi95jZye1gEMxp1s3nwjQjgZNGgWQYGDvDYWSZKknsTZZGtb7cyW3wQugdJfjbZ3KNq+oWgzQlBq9zbndDndfPv8OuwWJ1c/PhIfv/Y37tzzurbvwZl1dyN1H2/Df2gUoVN6nfD3JR3M5HJRZXNQ2fpWZXNQ0fbejgIFT6XHMjJYz5r5Baz/uYi+p8cw/m99ZHAkdTkuIbgrp4TvqxuZkRbL3xNlYCT1HJU2O8/lVzK7upEoHzWPpcVyeVQIynaEGiu+/IS1P87m9KnXMeqyqZ042u7LYbex6J3/sGvVCvqfOZGzb70TlVqu3i2dfDI06iBmczGbNt+Aw1HPwAEzCQ093avjkSRJ6o6EEDjKjVhyGrDuqMdR6ZkSpg73a13tLAyfpEAUqkMfmK77uZC18wu54M6BJA9sf685q9PKDQtvoNRQSmJAIokBiSQEJpAYkEhojoaQ1ZB8+VD0Q069Jp3HSwhBg8NFld1BhdVOlf3QwVCz03XQtsFqFdG+GmJ8NeSbbZRZ7dyfHM09iZFsmF/IhoXF9Bsbx7irZaNyqetwCcE9OSXMrm7kkdQY7k6SzxdSz7Sh2cRjueVsMpgZEujPs+lxDAnSHXW7zYt+ZulH7zLw7Emcfevf5fP3EQi3m5Wzv2L1nK9I6DuAi/75CH56uQiTdHLJ0KgD2WzVbNp8I2ZzEf37/YfIyHO9PSRJkqQuTzjcWPObsObUY81pwNViBwX4JAXilxmGtm8omgj/o+6nodLEN8+tJS0rgnNu7X9cY3lx7Yt8nvM5F6ddTL2lnhJDCRXGClxib6Dh79aSGJxEYkgSiYGeYGnP+3C/8FPq4NfpFlTb9w9/PIGQfW8wZHdgO6D/kBKI9NEQ7ash1lfTFgzF+O65zYdoXw3++6ySZnS6+HduGd9VNTIySMebmYmULShl0+ISBoyPZ8zUjFPqZy91TW4huG9nKd9UNfBwSjT3JZ+cBvrNZge5NQZya4w4XG4uyYojyE9WJEidzy0E31U18lxBBTV2J1dGh/BoaixRvof++8tdt4p5rz5P6pDhXPLPR1Gq5JTvY5Gz4ncWzXyDwIhIJj/0BKGxcd4eknQKkaFRB3M4mtmy5RaaW7aQ2ec5YmOv9PaQJEmSuhyX0Y51ZyOWnHpsuY0IuxuFjxJtrxC0mWFo+4Si0h37CY9wC+a+upGGKhPXPDEK/0Cfdo9pZflKpi2Zxt8y/8a/Rvyr7XaHy0GFqYKSlhKKagrY/ddGKvzqqA5totxYgVM42+7rp/YjISChrUIpKcATLCUEJBDpH4lS0X3WjzjSdLE9wVCt3Yn7gO18lQpP+OOjIVbr0/re8/meYCjSR3PcyzZ/X93IQ7tKUSrglV4JhC6vY8vSUgadlcDpV6TL4EjyGrcQPLirlC8qG/hnchQPpsR0+GPUG23k1hjJrTGSV21o+7jWsH9TYr2vmmtGJnLLGSlEBWo7fBySdCCj08UbxdW8V1qLRqng3qQobouPQLtP+F++K4fZzzxKRFIKVzz+HBpf+bfZHuW7cvjxlWcRLhcX3f8Iif0HentI0ilChkadwOUyk731ThoaVpCe9jBJSbd7e0iSJEleJYTAWWvBssNTTWQvaQEBqiAftJlh+GWG4psajEJzfKHKtmVlLPtqNxNuyKTP6PafqDVaG7ls3mUE+wbz1QVfoVUf/kDWsquB+o+3oxsRTcDkFCpNlZS2lFJiKPG8tXjelxnKcLgdbdv5qnxJCEggISCBpMAkT7jUWqEU5R+FSnlyrrYKIWh0utrCoP2qgvYJiQ41XSxIrWoLfg6sCtpzW4ha1enBTbHFxh07itnYYuaa6FAmZVvI/b2cwRMTGX1ZmgyOpJPOLQT/2l3GZxX13JcUxUMp0cf9dyiEoNZoI6/a2BoKGcht/bjBZG+7n95XTXqknoxIPRlRejIiA0iP1NNscfD+8gJ+yq5ArVRy6eA4bh+XSlqEvqO+XUk6rCKLjSfzyllY10KS1oen0uM4NzyQxspyvprxIFq9nqufeQX/wCBvD7Vbaq6pYu6LT9NYWc6EW+5k4AQ5s0XqfDI06iRut53tOx6gpuZnkhKnkZb2oDyIlSTplCJcAltRM9acBqw59TjrrQBo4vT4ZYaizQxDE6s74edGY6OVL59aQ1RyIBffk9Xu/QkhuP+P+1lWtoyvLviK3qFHX3GtaUEhxmVlhF7dG/9Bh25w63K7qDZX7w2SWsOkUkMppYZSbK69lQEapYb4gHiSApLaeijtqVaK0cWgVh5bQ2+nW1CzT8+gA4OhqtapZNYDpospgEgfNTG+PvuFQjH7TB2L9tWg60LTCBxuwStFVfy3uJpUP19uKwHTb5UMmZTEqEtS5WuudNIIIfh3bjmflNdxV2Ikj6TGHNPfnxCCqhZrWyCUt0841GzZGzgHatX0igogI0pPemRAW0gUHag96HGEEJhMJvz9/SlrtPLBigK+XV+K3eXm3L7RTB+fRlZCcEf/CCTpIMsaDMzILWe32coEjZvTv3oThcPB1U+/THB0x1fhnUpsZhM/vfESRZs3MOyiyxhzzQ0oT9KFJ+nUJEOjTiSEi127n6S8/EtiY66kT59nUSjkP7QkST2X2+rEursR6456LLsaERYnqBRo04M9084yQ1EH+XbY4wkh+OXdrZTlNHDV4yMJivBr9z7m5s7l8ZWP88+h/+TG/jce2+O63NS+l42j2kzUXYNRh7fvcd3CTY25pi1IKjGUtFUrlRpKsTgtbfdVK9XE6+OJ1ScQ6h+HvzYGtU80LnUURkUY1Q5x1Oli+04NOzAYim6dLqbppiuQ/dlo4K6cEurtTqY2qkhaVMPwC5IZeVGqt4cmnQKEEMzIK+fDsjruTIhkRtrBgZHbLShvspB3QNVQXo0Ro23v9NYQfw0ZUZ5QqFfr+/QoPRF632MKodxuN3PmzGH79u2oVCpCQkIIDQ1FrQ9hdb2WxYVWjHY3o1JCuePMdMZmnFo92KSTz+EWfFJQSv5/niW4sRbzLf/kvjGjCNG0f2VTaX9ul4vfP/2AzYt+Im3YSM6/6wF8tO0/BpKkYyFDo04mhKCg8HWKit4mImIS/fu9hlLZcSdMkiRJ3uZssGLNqceyswFbQTO4BEp/Ndo+ofj1DcM3Ixilb+ccIOZtqGHRB9s47fJ0Bk9MbPf2pS2lXD7/cgaED+CDcz5oV88hZ5OV6jc2oQ7xJfKOrOOeWrdnutienkGVVjv5hiqKW0qoNJbSYC7HaK3Aba9C5axGKax7t0WJShOBvzaWYP84onXxJAYm0is4mX7BiST46QjVdP50MW9rcDi5f2cJC+taGGhRMGFRA2edk8zwC1K8PTSpBxNC8GReBe+V1TItPoIZqTGUN1nYXe0Jh/L2CYcsjr3TPSMCfD3VQpF60lvDoYxIPWH64z8+FEIwb948Nm3axIgRI9BoNDQ0NFBfX09DQwNOpxOHULLLFcEOVzRm4UOM1sn5KRrO7h1GRHgYoaGhBAUFoepCFYVS9+ZyOvnhpacp3rqZxmvuYJY+hmCNiodSYrg2Juy4e9tJe21aOJ/fP/mA8KRkLn3ocQLC2r9yrCQdjQyNTpKSko/IzXuO0JDTGTDgXdTqoy9HKUmS1BUJt8BRbsSSU491RwOOKhMA6gg/tH09/Yl8EgNRdPLBoNXk4MsnV6MP0TLl4aEoVe0LbZxuJzcsvIHC5kK+v/h7onXtX+XIsqOe+s92oBsdQ8gl6Yd4jP2ni3mWnXfst/z8kaaL7dszKNZXQ5SPGj1G3I4qzNYKqk1le6uVWkowOoxt+1AqlMToYtoac+9pyJ0UmER8QDy+qp51AUMIwWcV9TyRV46PQ3DBnwauHZXA0EnJ3h6a1MM4XW6K6k08n13CoqIGMoQSf7Ob/FojNufeWr+YIG1rz6GA1p5DetIj9QT7t79R/5EIIVi8eDGrVq1i7NixnHXWWQd93WAw0NDQQENDA9W1dSzNN/BbhYoGpwa9wkp/VRXpqjp8VIq2CqV938LCwmSgJLWLEIJF777B9mVLOGfa3Qw46xx2GC08llvOyiYjmTotz2TEcUaIXD7+RBVu3sBP/3kRjVbL5AdnEJ2W4e0hST2MDI1OosrKOeTs/DcBAf3JGjQLjSbE20OSJEk6JsLhwprXhDWnAUtOPW6DAxTgkxzU2p8oFE2E/0kd09LPcti1uoorHxlGeHz7Dzrf3fwu72x5h5fHvsyklEnt3t7sclNlc7D7j2JKcusxjoqiLsRnv1XGauyOo04XOzAYOt7pYkIImmxN+zXjLmnxTHcrMZTQbGtuu68CBVG6KE/fpNaG3Hv6KSUEJOCn7r4l7jtNFu7YXkyOycrIXVYeSY1h5DlJ3h6W1A3ZnZ5wKLe1csizYpmRgjojDtfe49+4YL+2UGjP9LK0SD2B2pOz5P2yZcv4/fffGTFiBOedd94xVxa63YJfd1Tx9m+5ZFcYCPRVcla8gixdC9YWT5WSw7G3t5JSqSQ4OHi/IGnPx8HBwTJQkvbz17efs3rO14yecjWnXfG3ttuFEPxS18yTeRWUWu1cEBHE42mxJPn1rAsZJ1tdaTFzX3wac3MT5/39PnqNOsPbQ5J6EBkanWS1tUvYtv0u/PySyMr6BK1v+69sS5IknQwugx3rzgYsOQ3YchsRDjcKXxXaXiFo+4ah7RWCSndyTooOVJrTwLw3NjNkUhKjJ6e1e/sttVu4YcENnJ9yPs+PeX6/r1l376bZx5f68Mh9lpi379dYusrmoOlQq4uplERrfYjx0RCj1ey33Pye5ee9NV2s2dZ82B5KDdaG/e4b6Re5tyF36wpveyqVdJquXylrcbl5Oq+cjyvqiWp08mxQOBdNSPb2sKQuyupwUVBr8kwpqzG2hURF9WZcrVWACgUkhvqTHqmn3kfBWped81PCeH1oKgEnKRw6lDVr1rBgwQIGDhzI5MmTUSrbP01WCMGawgZmLsvnj1216HxUXDMykZtPT0GvcrZVKO073a2hoQG7fe9KbgqFguDg4P2CpD1vISEhMlA6xWQvWcivH7xF/zPP4Zxpdx3yNc/icvNeaQ1vFNfgRnBHQiR3JUaiU8u/leNlbm7ix1eeo2J3DmdcdT0jJl/R46enSyeHDI28oLFxNVuyp6HRBDE461P8/WXPBUmSvE8IgbPGjGWHZ7Uze6kBBKiCfdFmtvYnSglCoT6+3j0dxWF38fXTa1AoFVz12AjUPu07wDQ5TFwx/wpcbhezL55NgM/eKqWWv1ZyxfZitmRk7reNAojwUR+2mXSkVaD8YBsBoX5ETh/k9Z9Re7XYWzyrurUGSXsqlIpbiqm31u933zBt2H5B0p5V3hIDEvf7WXYFC2qauCu7CJsQ/EMdwEPj0+QB9CnMYneRX+sJhHZXe8KhvBoDJQ1m9swQVSkVJIX5t/YZ2rNimZ60CD1ajYqXCyt5taiav8WE8nLvBJRe/HvasmULc+fOpXfv3lx55ZUdEszsqGjhveX5/JRdiVIBlw6O4/axaaRH6ve7355V2g4MkvZ8fqhA6cDpbnsqlNRq2RS5J8nfsJYfX36W5EGDueTBGaiO8vuttNl5Nr+SOdWNRPtoeCwthsujQuRz9XFy2u0sfu+/5Pz5B33HnsXE2+9CrfFesC31DDI08pKWlq1s3nIzoGBw1scEBPTz9pAkSToFCZcbW2GLp5F1TgOuBk+TZU28Hr/W1c40MboudfC2ck4em34tYfL9g4nr1f5pvk+sfIIf8n7go3M/YmjU0LbbzRs28M6H/+OVK2/k+ooCUhf9QnhDHanDh9H7xuvQJR15ipNlWx31n+egPz2W4IvaX/3UVZkcJs8Ut32mvO2pVKqx1Ox33xDfkIOCpD3hUpBvkFfGX26yce3vOeToYCw+vH9GL4Llyj09mtHmbK0Yaq0cal21rKzRwp7DVrVSQUq4rm0Z+15RnpAoOdwf38NUOrxWVMVLhVVMjQ7l9T7eDYx27tzJN998Q3JyMtdccw2aDj4pLG0w88GKAr5ZV4rd5WZiZhTTx6cxJPHoz7n7BkqHqlCy2Wxt91UoFAQFBR003W1PhZIMlLqXyrxdfPv0I4TFJXDlEy+0azWvdc0mHsstY4vBwrBAf57JiGdw4Mmd9t5TCCFY/f3XrPz2C+L69OXifz6Kf6B3XoOlnkGGRl5kMhWwafP1OJ0GBg36kJDg4d4ekiRJpwC3xYl1d4OnomhXA8LqArUCbXqIp6IoMxRVYNfsLVBbYuC7F9aReXosZ17bp93bLy1eyr1/3MttA27j7iF3t91u2bqNndOnc82//4+MiFB+HJGJs7aW+g8/pOnrbxAuF0GTLyF8+nR8EhIOu/+mefkYV1YQdl1f/PqFHdf32J2YHWbKjGWUtpRSbCjer4dSlalqv/sG+gSSFJjU1kNp335KIb6de1XZYXdx7/dbmRshCFeq+GBwKiOD9UffUOrSmi0O8vZZwt7Tc8hARfPeFQZ9VEpSI3RtvYY8fYf0JIXp0LSjef5/i6t5vqCSKVEhvJGZiMqLgVFBQQFffPEF0dHRXH/99fj6dt7zdb3Rxqcri/h0VTHNFgcjU0KZPj6N8b0ijut/VgiB2Ww+bIXS4QKlA6uUgoODOzwok05MY1UFXz32AD7+/lz99Mvogtt/UcctBN9UNfB8QSW1didXRYfySGoMkb7yd308dq5czqJ3/oMuNJRLH3qCsPjDH79I0pHI0MjLrNYKNm2+Eau1jAH93yI8/KyjbyRJktROznoLlhzPtDNbYQu4BUqdpjUkCsM3IxhlO6d5nWwul5vZ/7cec7Oda54cia9/+w4ia8w1XDbvMuL0cXx+3udoVJ7trbt2U3L99Xxw4RT+d8bZLBjaa7+rm47qGupntYZHbvfe8Cg+/qDHEE43Ne9uwVlvJeqewahDtCf2TXdjVqeVcmM5xS3F+1UqlRpKqTBWINh7/BCgCWirTGprzN0aMIVpwzokUHI6XLzzyVbejXLRHKDivuQo7kuKlks+dwMNJju51Ya25etzW4OiGsPegEGrUbatVJYeubcpdUKIH+p2rqx4oLdLangmv4LLokJ408uBUVlZGZ9++inBwcHcdNNN+PufnEoMk83JV2tLmPVnIZXNVjJjApk+LpULBsSc8M93j30DpUNVKVmt1v3uv2+gtG+VUkhIiAyUTjJzcxNfzXgQq9nE1U+/TGhs3Antz+B08Z/iat4vrcVXqeDepChuS4jA9zh6dp3qKnN38cPLz+ByOLjwvn+RPHCwt4ckdUMyNOoC7PYGNm+5GaNxB5mZLxETPdnbQ5IkqZsTboG9zOBZ7WxHPc5qMwDqKP/W1c7C8EkIQNGNTpg3Lipm1dx8Jk3rT9rgyHZt6xZu7lhyBxurN/LtRd+SEuTpJWcrLKT4uuupDg3n2vuf4KLIEN7qe+hpaI7qGk/l0Tee8Cj40smETZt2UHjkrLNQ/eYmNFH+REwbiKKDTqh6ErvL3lahdGAPpQpTBW6xd805f7U/iYGJ9ArpxU39biI9JP24H9dpdzFnZjazAuxkJ/syIkjH232TSNB27BLoUvsJIagz2g9qRp1bbaTetLc/jr+PqnXp+r3L2GdEBhAf4oeyE57PZpbU8GR+BZMjg3krM8mrIWN1dTWffPIJWq2Wm266icDAwJM+BrvTzY+by3lveQF5NUbiQ/y4fWwqVwxNwK+TLzzsGygdWKVksVj2u29gYOAhm3KHhobKQKmDOaxWvn3639SVFHPF488R2yvz6BsdowKzjSfzyllc30KKnw9PpccxMSywS02Z7w5aamuY+9LT1JeVMOHm6QyaeL63hyR1MzI06iKcTiPZ2dNobFpNr4wZJCTc6O0hSZLUzbjtLmx5TVh21GPd2YDb6AAl+CYHoe0bhl9mKOqw7rmUelO1ma+fXUtS/zDOmzag3dt/kfMF/7f2/5gxagZX9r4SAHtZOcXXXouw23nl9fdYbHXx18hM4o4SIDiqq6n/4EOavv12n/BoOj7xe6+smrNrafhyJ/qxcQSfn9ru8Z7KHC4HFaaK/SqTiluK2VyzGbPTzOT0ydw56E6idFHHt3+7i5/f3sIiq5lFowJQqxW83DuBSyLbP5VCaj8hBNUttrZAyFM95KkiajLvXd49QKs+qBl1RlQAsUHak3bC+EFpLTPyyrkoIph3+3o3MGpoaOCjjz4C4JZbbiEkxLt/r263YElONTOX5bOxpIlQnQ83nZbMdaOTCPY/+SHsoSqU9oRLhwqUDtWUOyQkBB8fGSC3h9vl4sdXnqVw0wYu/ucjpA8f1SmP83t9C4/nlZNrtjE+JICnMuLorTt1K3mPh91i5uf/vkzBxnUMOf8Sxl13M0pl164wl7oOGRp1IS6Xje3b76G27ldSku8mJeVumaRLknRErhY7lp31WHc0YM1rAqcbha8KbR9PbyJtrxCU7ZzG1dUIIfjx9U3Ulhq55omR6ILb178jrzGPqT9NZXTsaN48600UCgWO6mqKr70OV0sL9R9+zGV1Nu5LiuLh1Jhj3q+jupr69z/whEdCEHzppYRPn4YmzhMeNc7NxbSmirAb++HXJ7RdY5YO1mRt4v2t7/PVzq9QK9Rc1/c6bup/03Gt2OawufjprS3sqDKw9KJwdrgcXB0TyrMZcejk0uAdwu0WVDRbWvsMtVYNtX5ssDnb7hfsr6FXZADp+1QNZUTpiQzw9eox0EdltTySW84FEUHM7JuMxouBUUtLCx999BE2m42bbrqJyMj2VVp2JiEE64oaefePPH7fVYu/j4qrRyRy65gUYoK6xkUKi8Vy2KbcZrN5v/sGBAQcsil3aGioDJQOIITg1w/eYuvSRUy45U6yzunc6hWHW/BJeR0vF1Vicrm5OS6cfyZHy4UN2sHtdrH884/Y8POPpA4ZzgV3P4iPn2w2Lh2dDI26GLfbyc5dj1JZOZv4+OvolfE4CoWc2iBJkocQAkeVuW21M0epAQBViK9ntbO+ofgmB3W7Jd+PZMdfFfz+v52M/1tv+o1pX58Eu8vONT9fQ62llu8v/p4wvzCc9fUUX3c9zupqEj6axZVOP0qsdlaNzER3mFWTjsRRVeUJj777DgGe8Gja7agjY6h5ZzOuZhuRdw9B3c6wS9rL6nCxsbgRp1tQb6tkXsks1tf9hl4dxIWJNzAu5iI0Sg0KhQKFAhSAJ2/Y+7my7Wue9067ixVf76amwkTN+dHMd5iJ1/rweHosvXXaA/alaNvnnu3Z87lCgXKf21sfdr/PD9peeQz7PdTYu+CFJJdbUNZo3qcZtWd6WV6NEbPd1Xa/cL1PW8+htsqhyADC9T5d7vv6tLyOh3eXMSk8kPf7JePjxT4qZrOZjz/+mObmZq6//nriD9FLravYWdXCe8sKmLelAqUCLsmKY/q4VNIj2x/sniwWi4XGxsZDNuU+XKB0YJVSSEhIpzYj76pWzfmKld9+wYjJVzDm6htO2uPW2Z28VFjJ/yrqCdGoeDglhmtjw7zaa6y72fLrLyz9aCZh8Ylc+tDjBEZ0nSBa6ppkaNQFCSHIy3uBktJZREVdTN/Ml1Aqu3elgCRJx0843dgKm9v6E7maPM1ffRIC0Pb1NLJWR/l3uROvjmBqtvHVU2sIi9Mz+b7B7e7B9Or6V/lk+ye8ddZbjEsYh6u5meIbbsReVETihx+wOCGN6TuKea1PAtfEnNhqZ47KSuo/+ICm72Z7wqPLLiP4yhtp+KYCTYyOiNsHolD1vN9RZxJCsHhHNc/8tIOyxv2nmCi1ZfhG/oJaV4DbHoat5lychgG0xjY92uHCKA4KyPbeh30/3+dj5QHh2oGB1Z7nFU9o1brvfW6vbLZgdeztQRUV6Lu3GXXU3sbUobruUaXxeUU9D+wqZWJYILP6ezcwstlsfPrpp1RXV3PttdeSkpLitbG0R2mDmVl/FvL1uhKsDjcT+0Zxx/g0hiR2rymgVqv1sBVKJpNpv/vq9fpDNuUODQ3tkYHStt9/ZdHMN+g75kwm/f1+rxx/bDOYeSy3nNXNJvrqtDybEc9pIXJVzGNVnL2Z+a+/gEqjYfKDM4jJ6O3tIUldmAyNuighBMXF75Ff8DJhYeMZ0P8tVKquUeYrSVLnc5sdWHc1Ysmpx7qrEWFzodAo8U0P9lQUZYaiCugeJ2EnYuH7WynKrueqGSMIjmpfCfWayjXctvg2ruh1BTNGz8BlNFFyy83YduQQ/+67qEeP5oy1OQSr1Swa1qvDrlI6Kiupe/99mmbPASBw8h0IR38CxicQNCm5Qx7jVJBXY+Sp+dtZkVtHRqSef57Tm3C9DwIQwvM66RaCrQ1rmVM0kwpzIcn6PkxOmkZG4KDW+7Wu0SZAIFq38yzrvGc/DruLtT8V0FJvpffZ8fyssLGpxUw/vR83xIYRoFZ57t+67WH3y/77Zp/HEPt+3Lo9HDyWPftiz2Pss1+BwC0O2C8H34d9HsMtDrPfQ26/7/d45P0KaN23IDpQ21o55AmHgvy670WuLyvruX9nKWeFBvDxgBSvrtTkcDj44osvKC4uZurUqfTp08drYzle9UYbn64q5rNVRTSZHYxICeWOcWmM7x3R7S9yWK3WQ1YoNTQ0YDQa97uvTqcjLCyMYcOGMWDAgG7/vRdu3sDcF58iod9ALvvXE6jU3vufF0Iwv7aZp/LKKbc5uCgimMfTY+XiBseovqyUuS89hbGhnkl33kef08Z6e0hSFyVDoy6uvPwrdu6aQVDQUAYN/ACN5uSvlCFJ0snhrLNgyWnAmlOPragZ3KDUa9pCIt/0YJSdvDpNV1KwuZYFM7cyanIqQ9sZtjTbmrl83uX4qf349qJv8XVA6W23Y960ifj/vkHAhAm8WVzNcwWVzM5K44yQjp8+4aio8IRHc77Hd8A1+CSeTvDkGPSjjn/1r1OBwergzd/yWPDnOkZp8rgpoZpM5w4UliY47/+gzwUHbeNyu5hfMJ+3Nr1FtbmacfHjuHfIvce80prV5GDeG5uprzBy/vQB/BECT+SVo1ep+G9mImeFydfenu6bygbu3VnCuJAAPhmQgtaLqx66XC6+/fZbdu3axaWXXsqgQYPatb0QoksFEyabk6/XlTJrRQEVzVb6RAcwfVwaFw6MQd0DV5e02Wz7hUi1NXUU5hdjMDeRlpbGhRde6PVG5seruiCPb578F8ExsUx94v/w9e8a/XAsLjfvltbwZnE1ArgjIZJ/JEXKHnXHwNzSzLxXn6N85w5Ou+JvjLr8Kq89f7iMRqzbtuHbqxfqUNkLsiuRoVE3UF3zC9u3349Ol07WoI/x9Y3w9pAkSeoAQgjsJQasO+qx5NTjrPFMv9FE+6PNDMOvbxiaOH27p2T1BDaLk6+eXI02wIcr/j0MVTtOLIQQPLj8QZYWL+XzCz4nMyCDsjv/jumvv4h95WWCLriAWruD0atzOD1Ez6cDOnd1M0dFBbUzP8RR1wuFbyCaoGzCp9+IJjq6Ux+3W3E5EdVb2bJyMTXbl9HfnUOsosHzNY0O4oeCuRGqt8KIaXDOM6A+eMqH1Wnli5wv+HDrh5idZi5Nv5Q7s+4k0v/o/RqsJgc/vL6JpmozF9w5EFOiH3dsLybHZOX2+AgeTYvxauWJ1HlmVzVwV04JY1qfD/y8GGS43W5++OEHsrOzOf/88xkxYkS7tm9eXIR5Sy3hN/ZDE9E1Tuj3cLjczNtcwcxl+eTWGIkP8eO2MalcOSwBvx54QcTldLNtWTnrfi7EanZg9a/AHFSMUqVgwoSzGDlyJMpu9JzSXFPFl489gEqj4ZpnXkEfemJTujtDudXOs/kVzK1pItZXw4y0WCZHBnepELUrcjoc/Pr+m+xY/ht9Th/HudPvQX0SGr8LIbDn5WFcvhzj8hWYN2wApxNUKnQjRxAwaRIBEyei7qYha08iQ6Nuor5+Bdlb78DXN4LBWZ/h55fg7SFJknScXEY75g01mNZW4qy3glKBb2oQ2szW/kShchnZP77YyY4/K5jyr2FEJrWvymN+/nwe+fMR7hlyD7f0uYGy++7DuGQpMc89S/DllwPw0K5Svqys548RfUj3Pzk/b8vWQuq/KMZZn491zZsET7mcsGm3o4k6vqXjuzVrM5Stg5I1ULoGV+k6VE5P09k6ZTiqpNGE9BkDCSMhqj+o1OC0wZInYfU7EDMIpnwMYWmH3H2jtZH3s9/n611ft620dnP/m9H7HLnfhcVo58fXN9FcY+HCfwwiLD2IZ/IrmFVeR3+9H+/2TSJDLvPco8ytbuTvO4oZHaznfwNT8fdiYCSEYMGCBaxdu5azzjqLsWPbN1XE8Gc5zT8VgFKBSq8hYtpA1GFdr7WB2y34bWcN7y7LZ0NxI6E6H248LZnrRycR7N/9pxUJISjcUsfKOXk011pIyAxhxMWpFG+rZ/2S3bTodmPzaSAmJpZLLrmY6G5wAcFiaOGrxx/C0tzEVU+/TFh81z4PWdNkZEZuOdlGCyOCdDyTEceggK4VonY1QgjW/vAdf379GTG9+jD5gcfwDwru8Mdxm0yYVq/GuHwFxuXLcVZWAuDbqxf6sWPwGzIUy5YttCxcgKO4pDVAGknAeZMIOPtsGSB5iQyNupHm5k1s3nILSqUvg7M+Qa+XDcskqbsQQmAraMa0tgrLtjpwCXySA9ENj8avXxhKrVwydo+K3EbmvrqJrLMTOH1KRru2LTeWM2XeFHqF9GLW2R9Q/a9HaPn5Z6Iee4zQa/8GQI7RwoR1u7g5PpxnM07uSkSmDdU0frcbhbKAlnmvoFAoCL7ySsJuv63nhkdCQFMxlK6FktVQugaqtwMCoVBS4ZvOElMyu9R9Oe3MCzj/jOEoj1Rdt2sB/HAHuBxw4X9g4BWHvWupoZQ3N73JgsIFhPiGMG3QNK7sdSUa1eF7cJhb7Pzw+iYM9RYuuiuL2IxgFtc1c+/OEiwuwbMZcVwTEyqvXPcAP9Y0csf2YkYE6fhiUKrXp7L89ttvLF++nNGjR3POOee062/MvKWWhq934tc3jIAJidR9uBWFj4qI6QNRB3fdoHNdUQMz/8hn6c4a/H1UXDU8kVvHpBAb3PXCrmNRU9zCX7PzqMhtIiRGx+mXp5PYb+/zhaHBysrv89i2bRumoHyE0sXpp5/GuHHj0Gi6Zj8wh93Gd888Sk1hPlMee5b4Pv28PaRj4hKCbyobeL6gknqHk6tjQvl3agwRPl3z59xV7F79Jwvefh3/oGAufWgG4YnJJ7Q/IQT2goLWkGgZlvUbEA4HSn9//E8bjX7sWPRjxqCJiTloO9vOnbQsWEjLwoU4SloDpNGjCZx0LvoJE2SAdBLJ0KibMRp3sWnzjbjdNrIGzSIoaLC3hyRJ0hG4TA7MG6sxra3CWWtBoVWjGxKJbmQ0miidt4fX5TgdLr55dh1ul5urZoxE43vsJ3Eut4ubF93M7sbdfHfhtyhfeo/m2XOI+Of9hN92W9v9rt6Sz6YWM6tGZRKiOflhXcO3uzBvqiH44hgMv3xK09wfUCiVnvDottvQRHXzpW9dDqjKbq0iWu15b6zyfM0nAOKH4YofyW/mFB5f70eNXcP1o5O49+xex95EubkMZt/i2f/ga+G8l8Dn8P9P2+u289qG11hbtZaEgATuGXIP5yQd/qTc1Gzjh9c2YWyycfFdg4hJD6bK5uDunGKWNxq5MCKIV3onEOyFvx+pY/xU08S0HUUMC9Tx5cBUdGrvBkYrV65k8eLFDB48mIsvvrhdgZE1r4m6j7fhkxBAxC0DUGiU2MuN1H6QjUrnqThSBXbtFbx2VRl4b1k+P26pQAFckhXH9HGpZER1fL+5zmBstLL6xwJ2ra7CL0DDiItS6Xt6DMrDVK5V5jfzxzfbKGrKxuZfTVBAMJdePpnk5OSTO/CjcLtdzH/tBfLWr+Gi+/5Fr5Gne3tI7dbidPFaURUfltWiVSq5PzmaW+PDvboyYldXlbebH15+BofNyoX3/ouUrKHt2t5tNmNaswbj8uWYlq/AUV4OgE96Gvqx49CPHYP/kCEojnEKnBAC644dGBYu8gRIpaWgVrcGSJMIOHsCqqCgdn+f0rGToVE3ZLGUsmnz9dhstQwc8C5hYWO8PSRJkvYhhMBe2IJxbSWWra1VRUmB6EZE4z8wHIWm5/Vu6Cirf8xnw4JiLr47i4S+7WuC+EH2B/x30395/oznGf71Vhr/9z/C77yDiLvvbrvP0voW/pZdwNPpsdye4J1wxm13UfPmJtwWJ1H3DMHVXEPdzJk0z/0BhUpF8NSphN16a/cJjyyNULpub0BUvgGcnv5cBCVC4kjPNLPEURDZl7XFzTwxbzs5lS2MTg3jyYv70Tv6OE4MXU744wVY8SpE9PZMV4vqe9i7CyH4s/xPXtvwGnlNeQwIH8D9Q+9nWPShj4FMTTbmvrYRc4udi+/OIjo1CLcQvFNSw/8VVhLlo+HtvkmMCpZLPHc3C2qbuG17EVkB/nw9KA29lwOjjRs3Mm/ePPr27cuUKVPa1efGXmGk9r1sVMG+RE4biNJ/b/BqK2mh7sNtqIJ9iLh9ICp915/6VdZo5sMVhXyzrhSLw8XZmVHcMT6VoUldsymu3epk068lbF5cglsIsiYkMGRSMr5+Rw+UhVuwa20Vv/24ljpVDm61lQH9BnH+hZPw8/N+pZUQgt8+nsnmRT9z5o23M+S8i709pBOSZ7byZF4FS+pbSPXz5an0WCaGy6DhcFrqavnh5WeoKy7izBtvY/Ckiw57XyEE9qIiTHt6E61bh7DbUfj5oRs9Gv3YMZ5qori4Ex6XEALr9h0YFi6gZeEiHGVlngDptNEETjqPgAlnyQCpE8jQqJuy2WrZvOUmTKY8+vV7jajI8709JEk65bnNDkwbW3sV1VhQaFX4D45EPzIGTbSsKjqaujIj3z2/jl4jophw4+FP/g9le912rv3lWs5OOpsHNsTQ8P4HhN5wA5H/erjtir3TLThz3U5cAv4Y0durVxkdVSaq39qMb3Ig4Tf3R6FUYC8t9YRHP/yIQq0meOqVnvAosguFR0JAQ4FnilnJas+Us9ocz9cUKogZCAmj9gZFgbFtm1Y1W3n+lxzmbakgNkjLoxf05fwB0Sc+zSv/d/j+drC1wHkvwpAb4Aj7dLldzMufx1ub36LGXMP4+PHcO/Re0oIP7o9kbLQy99WNWI0OLr53MFHJnv5am1rM3LmjiGKLnXuTo7g/KRr1KdiwvjtaXNfMLduKGBDgxzeD0gjwcmC0fft2Zs+eTWpqKldffTVq9bFXrzkbrNS8uxmFUkHEnVmogw6uJrIVNFH38XbU4X5E3DZgv1CpK2sw2fl0ZRGfriqiyexgRHIo08encmbvyC4xNdTtFuxcVcmaeQWYm+2kD4tk9OQ0AsPbH/bYrU7WLyzgr1UrMGlL8dX4ceHFFzBgYP9OGPmxW/vjbFZ8+QnDLrqMcdfe7NWxdKSl9S08kVdOntnG+eFBvNsvSS5ycBh2q4Vf3nyF/PVryDr3As684XaUrdN43VYr5rVrMS5bjnH5ck/1D+CTmop+zBj048biN2wYyk5sqC2EwLptOy0LF2BYuMhT0aTR7B8gBcrVTzuCDI26MYejhS3Zt9HcvIE+vZ8hLu5qbw9Jkk45QgjsxS2Y1lRh3loLToFPYgC6ETH4DQxH2QNXhOkMbrdgzovrMTRYueaJUWj1x35iY3aYmfrTVCxOCx/UX4T1PzMJnjqV6Cef2O/k4pPyOv61u4xP+qcwKcL7V6FMa6to/D6XwIlJBE5IbLv9wPAo5KqphN5yi3fCI6cNKrfsHxKZajxf8w2ChBGtVUQjIW7oIaeI2ZwuZv1ZyFu/5eF0C6aNTeWO8Wn4+3Tg1C5jjSc4Kvgd+l0GF70B2iMfKFqdVj7P+ZxZW2cdcaU1Q4MnOLJbnFxy72AiEj1VUUani0dyy/i2qpERQTre7ptEgrbrV3KcypbUt3Dz1kL66v34NiuNQC8HRnl5eXz55ZfExcVx3XXX4dOOkyuX0U7tzGxcJgeR0wcecbqzdXcjdZ9uRxOjI+LWAd2qh57Z7uSbdaV8sLyAimYrvaMCmD4+lQsHxqLxUtPy0p0N/DU7j/oyI1EpgZxxRQbRqSf+mtJSb+HXr9eTU7EGp8ZIfFQyV1xzKUFeqJrIWfE7v7z1Kr1PG8sFdz2AooeFKna3m/dKa3muoJLJkcG80zcJZRcII7sit9vFii8/Zf3870nslcmYlEzsq1djXrMWYbOh0GrRjRyJbtxY9GPH4hN/cntF7uEJkLa19kBagLOiEjQa9Ked5mmiPWECqoDuMd21K5KhUTfnclnYuu0f1Nf/QVrqAyQlTe8SV2Akqadzmx2YNtV4ehVVm1H4eqqKdCOi8YmV01Xaa/OSEv6ancc5t/QjY3j7GkI/s+oZvtv9Ha9xBXEvfEnQJRcT88IL+x3kNjucjF6TQx+dH3Oy0rrE86QQgoZvdmHZUkvEbQPwTQ3e7+v2khLqZr5H8497wqOrCLv1FtQREZ03KHPDPgHRGijfCC6b52shyftUEY2CiD5wlBOJ33fW8PRPOyisM3F2ZhSPX9iXxLBOWsHG7Ya/XoffnoPgBM90tbghR93sWFZaa6mzMPe1jThsLibfN5jw+L0Hnt9XN/LwrlIUCni5dwKXRMrGnF3R7/Ut3LC1kD46Ld9mpXm9H1VJSQmfffYZ4eHh3HDDDe2ajuS2u6j9YCuOShMRt/bHN/nooYJlRz31n+fgkxBA+C39u90FDYfLzfwtFcxcls/uaiNxwX7cNiaFK4cndGwAfQSNVSZWzsmjaGs9AWFaRl+aRvrQjq98KtvdwLxvFlPj3I1SoeSMUeMYf87p7Zq2eCKKt27m+xeeJK5PXy7791Oou2iD7o7wZnE1zxVUMi0hgqfST3zqVE/jttkwr12Hcflytq9ewRY/JTqbg9F2JZFjxqIfMxb/EcNR+natnmlCCKzZ2bS09kByVlai0GjQnXEGgedNQn/WWaj08li9PWRo1AO43Q525DxEdfU8EhNuIT39313ihEiSehohBPYSA6Y1lZiz68DpRhOvRz8yBr9BEd3uILyraKmz8NXTa4jvHcL5dw5s1/PXstJl/OO3f3CVejSXPbOCgHPOIe61V1EcMMXj6bwK3i2tYdGwXgzsQsvuum1Oat7cjNvmIuqewYfsOWIvLvaER/PmodBo9oZH4eEn9uBCQH1ea0DU2o+oPtfzNaXGs6x94ihPJVHCSAg49jCvuN7E0/N3sHRnDanhOh6/qC/je5+kSqmS1Z4m2cZqmPg0jLrjiNPV9ig1lPLmxjdZUORZaW36oOlc0euKtpXWmmvN/PDaJpwON5PvG0xY3N4DzmKLjTt3FLOhxczVMaE8mx7n9cbK0l7LGgxcv7WADH8t32WleaUB/r4qKyv55JNP0Ol03HzzzejbcfIiXG7qP9uBdXcjYdf2xa9f2DFva86upeGrnfimBhF+Y79u2V/P7Rb8vquGmcvyWVfUSIi/hhtOS+aG0cmE6Dqn0s9itLPupyK2LS9H7aNk2HnJDDwrHnUn/vyEW7Dut538tmwxVlUjgb7hXH7lZSSlxR594xNQU1TAN08+TGB4JFOfehGtrmefWAsheDS3nI/K63gyLZbpiV1oOriX2MvKPA2sly3HtGYNwmpF4euL/8gRtGT25o8tq1FqfLjkgceI653p7eEelRAC65YtewOkqipPgDRmjCdAOvNMGSAdAxka9RBCuNmd+zRlZf8jJmYKfXo/h1LZfcqPJakrc1ucmDd5ehU5qlqrirIi0I2IwSdOvtCcCCEE89/cQlV+M1c/MZKA0GNfGrrOUsfl8y4n1OHLU/9XRvDpY0h4882DVuMottgYs2Ynl0aF8EZm4mH25j32CiM172zGNyWI8Js8/Y0Oeb/iYurenekJj3x8CLn6asJuufnYwyOHFSo2eSqI9ryZ6z1f8wvZGw4ljPRU6Gja35vDbHfy9u95fLC8EI1KwV0TMrj59BR81Cd5aoO5AX78O+z6BXqdB5PfAf9ja6S7vW47r254lXVV60gMSOTuIXe3rbTWVG1m7msbEW7B5PuGEBq7d0qQwy14taiKN4qrSfXz5d1+SV0qoDxV/dlo4NrsAlL9fJk9OJ1QLwdGdXV1fPzxx6hUKm6++WaCg4OPeVshBI3f7ca8sYbgS9PRj4w5+kYHMG2qofHbXWh7hRB2XV8UJ/t/swOtL2pg5rJ8luTU4KdRcdWIBG4dk0pccMc0kXY53GT/Ucb6X4pwWJ30GxPH8AtT8A88edNQbRYH87/8je3F6xAKF73iB3H5tefj69fxY2ipq+Grxx4ApZJrnnmFgLATvDDRTbiEYNr2In6qbWZm3yQmR51a1aJuux3L+vWe3kQrVmAvKABAk5CAfuxY9OPG4j9iBEqt5/isoaKcuS8+iaGulnOn30PmmDO9Ofx2EW43li1bMCxcSMvCRTirq1H4+HgCpEl7AiTZg/RQZGjUgwghKCz8L4VF/yUifCL9+r2BStW1ygUl7xBuN7bcXFyNTSh1uv3f/P163Fz1jiCEwF5qwLSmCkt2LcLhRhOnRzcyGv9BkSjbsRS8dHi7Vley5JMcxl7ViwHjj30evBCCf/z2D1aXreSFWQ56pwwj4b2ZbQc1+7ptWxFL6ltYNSqTaN+uWWZvXF1J0w95BE5KJnB8whHvay8q8oRH8+d7wqNrrvGER2EHVBwYa1vDodYqosrN4LJ7vhaW7pliljDCU00UlnHUqWZHIoTgp+xKnv8lh8pmK5OzYvn3+ZlEBR57CNjhhIA178GvM0AXAZfPgqTRx7ipYEX5Cl7f8Dp5TXkMDB/IfUPvY1j0MBqrTMx9bRMAl94/mJADmtz/1WjgHzkl1NmdPJIaw7SECNkrw0tWNhr5W3Y+SX6+zM5KJ/wkTWM6nObmZmbNmoXT6eTmm28mvJ3Vgs0LizD8UUrg2YkEnp103OPY009N2zeMsL/1QeGl3kAdZXe1gZnL8pm3uQKAi7NimT4ujV5Rx9e/RAhB/sZaVs3No6XOSmK/ME67PI0wL049ryypY/aXP1BvLUPj1nHWGecwamL7KnOPxGo08tXjD2JqbOCqp14kPDG5Q/bbXVhdbq7aks+GFjNfDUrljJCe3fvGUV6OccUKjMtXYFq9GmE2o/DxwX/4cPTjxqIbMwaf5OTD/n1ZDC3Me+15ynZsY9TlV3HalGu63bmEcLuxbN7S1kTbWVPjCZDGjiFw0nnox4+XAdI+ZGjUA5WWfsLu3GcICR7FwIHvoVbLSohTjXC5sO7ciXntOszr1mHesAF3c/Oh76xQoPT3PzhManvb+zXVYe/T+qbXd+oqCSeD2+rEvLkG05oqHJUmFD5K/LNaexXF9+yDiJPN3GLny6dWExLlz2UPDD1shc2hfLvrW55Z/Qw3LoXL7f1JnPUhSt3BL+5rmoxcsimPB5Oj+WdKdEcOv0MJIWj4aieWbXVE3D7wmHqU2AoLqZ85k+b5P6Hw9SH8qomEjEpC1bDNExQ1eK4WovKB2MF7l71PGAm6jruCvLOqhSfnbWd1QQN9YwJ56pJ+DE/uQstjV2yG2TdBYzGc+W84435QHlvoe9BKawnjuW/IfQSbo/jh9Y0olAouvX8IwVH7VxQ1OJz8c2cpC+qaGR8SwH8zE4nsooFlT7W6ycjVWwpI0PowZ3AaET7e/fkbjUY+/vhjjEYjN954IzEx7asSMv5VTtP8AnQjowmenH7CYcGe/fkNiiB0au92Pf92VeVNFmatKOSrtSVYHC7Ozoxk+rg0hrXj+ai6sIW/ZudSmd9MaKyO06ekk9j32KcAdraVv23gt+W/4hRWwjQpXHrVBcSnn9jzudNuZ/ZzM6jK28XljzxNQr+BHTTa7qXJ4eSSTXmUW+38OCSDfvqOqVjrCoTdjnnjRozLV2Bcvgx7Xj4Amri4tpBIN3IkSv9jr451OR0s+fAdtv3+K71Gj2HSnfei8emexQqeAGkzLQsWYli4EGdtLQpfX/RjxxIw6VwCxo8/5DHmqUSGRj1UVdWP7Mh5EL2+L1mDZuHj03Ve8KSOJ5xOrDt2eAKiteswb9yI22AAQJOYiP/wYfgPH44mOga32YTbdPCba7/PzQd9XdhsxzYYjQbVEUOo9gVSClXnV/QIIXCUGTGuqcSypbWqKFaHbmQM/lkRKH3lVM/OsHjWdvI31jD10RH7TfM5moLmAq788Qr6FNp5aksGyZ98csglVd1CcP6GXKrtDv4c2QfdSfhbOhFuq5Pq/24Cl5vIu4eg0h3hJNduhoqNULIa164/UJStRanw/I+68YfU01GmjfFUE8VmgbrjD+SaLQ5e/3U3/1tdTIBWzT/P6c01IxJRdcWTT2sL/Hw/bP0OUsbBZR+0q0eTxWnhi5wv9ltp7eroG/jznTJUaiWX/nMwQRH7H2wLIfhfRT2P55WjV6l4IzORCWFy6d+TYW2TkauyC4jz1TAnK93rgZ3VauWTTz6hrq6O6667jqSk9lUJ7elFpM0MI+zazA4LeAzLSmleUIT/0ChCLs/oEcERQKPJzmerivlkZSGNZgfDkkK4Y3waZ/aORHmY79HQYGXV3Hxy11XjF+jDyItSyDw99rD39yaLxcqcL+eTV7IdpduXzNgRnH/1GeiC2/88L9xufnrjJXav/pML7n6QPqeP64QRdx8VVjsXbszFJQTzh2SQ6Nc9QxAAR1UVxuXLMS5fjnnlKtxms2c5+uHD0I0Zi37sGHxSU08ogBZCsH7+9yz/8hOi0zKY/OAMdMHde3qfcLuxbNzo6YG0aCGu2jpPgDRunKcH0rhx7QrXegoZGvVgdXW/sXXbP9Bq4xmc9Qlabec2z5NOHmG3Y9m23RMSrVuHZeNGz4sB4JOSgv/w4Z63EcPRRLVvJarDPqbDcYiA6eBwab838+Hvj8t1TI+r8PPbL2BS+R9/GKXw89vvxdFtc2LeXItpTSWOChMKjRK/QRHoR8agidfLhvKdqGhrHT+/nc3wC1MYcWHKMW/ncDm4Zs5llDcU8caSOAZ/8BXqkEMfoMypauDvOSX8NzORK6O7UOXLEdjLDNS8uwVtRghh1/fdexJnqGpd1ax1ulnlFnA7PV8L7w2JI3Fo02hYsoOGn/5E4asl9G/XEHrzzahDO/Z7d7sF364v5aVFu2gy27lmZCL/nNi705rQdhghYNPn8MuD4KuHy96HtLPatYt9V1rTKDVMiZ+K7qf+6DV6Lr1/CIHhB1+Z3mWyMn17ETkmK7fHR/BoWgy+3ayMvzvZ0Gxi6pZ8onw0fD84nSgvB0Z2u53PP/+csrIyrr76ajIyMtq1vTW/ibqPtuETH0DErf07vHl1y5JiWpaUoBsVQ/AlXWNlyY5itjv5dl0pH6wopLzJQq8oPdPGpnFxViya1il5dquTjQuL2by0FICssxMYcm4SPtquf7GoILeQObN/wGRrRmuPZMyoMxk5qRfqdizK8funH7Dxlx8Zd+3NDLvosk4cbfex02Thko15RPiomTckw+t90I6VcDgwb9qEaflyjMtXYNu9GwB1TExbbyLdyJGdUjGTu24Vv7z5Cn76QC59+HEiko79uK4rEy6XJ0BasJCWXxd7AiStdm+ANHbsKRMgydCoh2tsXMuW7NtQqwMYnPUZOl2qt4ckHQe33Y41O7stJDJv2oywWADwSU/Df/hwdMOH4zdsGJrIrr/ygxACYbPhNhrbVe10UHWU2XM/0RqYHZVS6QmPtH6AL8KlRqHyRanXo4kJwSc+FFVQQGuvpyOHUiqd7qCGy9KxsVudfPXUGjRaNVMfGY5Kc+wn0K8tfpyPK+fy8PIQpr4w+7B/72aXmzPW5BDuo2bh0F7dqqeM8c9SjD//QfDAGrS+uzyrgTUVe76o1kLcUE8voj09iQ5o8GwrKKDunXdp+flnFH5+e8Ojw4Rr7bGppJEn5m0nu6yZYUkhPHlxP/rHHX0qXZdSkwPf3QS1O+GM++DMR0DVvmBh35XWgjXBZBVOZIh5PFP+OeKQzdytLjfP5Fcwq7yOfnot7/ZNppfOi/2eeqiNLSambs4nzEfN3MHpxPh69zna6XTy9ddfk5eXx5QpU+jfv3+7trdXGKl9LxtVkC+R0wei9O/4AEwIQcvCIgzLytCfEUfQBSk9KjgCcLjc/JRdwcw/CthVbSAu2I+bT08my6lmyy/FWAwOeo2IYtTktHYtxtAVOJ1Oli7+ndVrV4JbRbi7N+dMHkv60Mij/h7X/zSXZf+bxZDzLmb8Dbf1uN/7iVjdZGTqlnwG6P34Nisd/y7a98tRXYNphSckMq1cidtoBLUa/6FD0Y8dg37sWHzST3w667GoLsjjh5eexmaxcOE9D5E6ZHinP+bJJFwuzBs2eJpoL1qMq74ehZ+fJ0CaNAn9uLEo/XrOlMYDydDoFGAw7GDT5hsBQdagjwgMHODtIUlH4bZasWzesreSaMuWtulhvr17760kGj6sw6sIuiPhcuG2WPYGSocIo1zNRuyFNdiK6nA1GcBtQ6l1o/BxgdO6/1Q8h+OYHleh0Xj6OJ1ALyhVcPAp9ztc/s1utv5RxuUPDiU69dgDh9Ub5nH71kc5K1fLy3//EU3s4asnXy+q4sXCKuYOTmd0cBfv62Y3Qdn61kqi1YiydShsLQAIvwgUyaM8AVHiKIgeCOpjOxG25ed7wqNffmkNj/5G6M03HVd4VGuw8eLCnczeUEZkgC+PnJ/JJVmx3fckw26Ghf+CjZ96ejxdPguCj9yA/FC21W3jtQ2vsa5qHUG2CMY3XMrDt99KQOihDxwX1zVz784SLC43z2TE87eY0G77MxRON846C6gUqIJ8UbajuqEzbDGYuWJzHiFqNd8PTidO693AyO12M2fOHLZv385FF13E0KFD27W9s8FKzbtbUCgh4o4s1Mcx9ehYCSFonl+AcWUFAWcmEHRucqc9ljcJIfhjVy2v/7KT7BoDWjeM1en45xUD6N2F+hYdj5qaGmZ/O5eauko0tmBSQ4Zw9lWDiUg8dC/GnSuX8/MbL5Ex8jQuvPdhlMfY5+1U8lNNE7dtL+Kc8EBm9UtB3QWmKgqnE8vmza29iZZj27kTAHVUFPqxY9CNHYtu9GivLSFvaKjjh5eeobaokHHX3cKQ8y/utq9xRyJcLszrN3iaaC/+tS1ACjhzPAHnTkI/dkyPC5BkaHSKMJsL2bT5BhyOZgYNfI+QkFHeHpK0D7fZjGXzZkytPYms2dme4EKhwDezD7rWkMhv6NAOqRY4ldgrjJjWVGLeXIuwuVBH+aMfGYP/4EiUfocuORZ2e2vV077VTsZDVzsdQ2UUR3me1PbrR8Ckcwk891x8ErvekvAdqaqgmTkvb2DA+HjGTu11zNvV5+/gigVXo3LDdxd8Q3Ban8Pet9rmYPSaHM4MDWBW//aVSAshWLRoEUajkeTkZFJSUggN7eAT++ZyzxSz0rWeKqKqrSBcgAIiMyFhJO7o4dQt0eMimqh7hpxQhYEtP5+6t9+hZcEClH5+hFx7LaE33XhMzyUOl5tPVxbxxpJcrE4XN5+Rwl1nZaDvKX2+ts6G+fd6GmNf8jZkXtjuXexZae3lVa9QZC4kxprCE2c/wulph36drbY5uCunmOWNRi6MCOKV3gkEd+HpD3vCIUe1CUe1GUe1GWe1GXNDC0sC1xDuCGa4qR9KrQZVkA+qIF9UgYd+r/RXd8oJxFaDmSs25xOgVjF3cDrxXg6MhBDMnz+fjRs3MnHiRE4//fR2be8yOah9dwsuo4PIOwaiier8BqxCCJrm5mFaW0XgOUkEntXzXosaKkz8NSePku31NIWp2R6lYmVFE34aFVOHJ3DrmBTiQ7rvVBO32826dev5dfGvuJwu/I1JDBk4jFGT09EF7Q0dS7dnM+f5x4lO78WUR59FLaumD2tWWS2P5pZzXWwYL/WK90oA4qytxbjiT4zLl3uqiVpaQKXCf/BgdOPGoh87Ft9evbpMOOOwWlnw9mvkrl3JwLMncdZN01Gpu+5r3IkSLhfmdev3BkgNDSj8/QkYP56A8yahHzPmkCv7djcyNDqFWG1VbN58IxZLMf37/ZeIiIneHtIpy2U0Ydm0sW11M8u2beB0gkqFtm/ftioi/6FDD9ngVzoyt92FZUstxrVVOEoNoFbiPzAc3cgYfBIDTuoLqxACsU8V1H5T8IwmHBUVGJYswbp1KwC+fTMJPHcSgeeeg09y8kkb58ngcrr55rl1OKxOrn5i5DH3jHBUVHDfzItZkWJj1qAXGDbkyCf29+8s4buqRlaM7ENyO5tYbt26lTlz5uDr64uttbovICCAlJSUthAppD3BrdsF1dvbqogoXQPNnt4ZaPw9U80SWyuJ4oeBX3DbpvZSAzUzt6DtHUrYdZkn/Hdry8uj7p13aFmw0BMeXXcdYTfdiCo4+JD3/yuvjifnbSe3xsi4XhE8flFf0iK6eNXW8ajPh9k3Q+VmGDENznnmuBqHu9wuPlv1Ne/teBeTTzNjosfywMh/khp88LRwtxC8W1rLCwUVRPloeLtvEqO8XBG3Nxwy46g24aw246gx46y3gLv1TkpQh/mxLaKQ15SzKHWVA9DbJ50bNFcwyjQIt8GOq9mO22iHAw8R1UpPsBTou1/ApA7yRbnnfYBPuxoybzdamLIpD3+VkrmD073euFYIwa+//srKlSsZM2YMEyZMaNf2bruLug+2Yq80EXFr/2NaSbGjCLeg8bvdmDfVEHRBCgFj4k/aY3cmc4udtT8VsuPPCjS+Koadn8zA8fGoNEpyqw28t7yAHzaVI4CLB8UybVwqfaI77tgrr8bIj5vLGZUaxuknuNLZsWhubmb+/J/Iy8tF7dATYu3D6HMGMPCseJoqS/n6iYfRhYRy1dMv4aeXq8IezXP5FbxZUnPSVmEVLheWLdkYly/DtHwF1h07AFBHRKAbOwb9mLHoThvdpc8PhNvNn19/xtofZ5M4IIuL7vsXWl0PPH44gHA6Ma9bR8vCRRgWL8bV2IjS3x/9mWcSeN4kdGPGoPTtns3Ve0RolJWUJFYv/hXfXhldJmXtqhyORjZvuQWDYRuZfV4gJuZybw/plOAyGDBv2NAWEll37PA0glar8evXD/8Rw/EfMQK/wUNQ6U/tJR1PhL3S5Kkq2lTjqSqK9Ec3Mhrd4MhO6QXRkRzl5bQsWoxh0SIsW7YA4NunD4GTziXgnHPxTe3+TQXX/VzI2vmFXPD3gSQPOLYDZ0dNDZ8/NoXXTm/k9tgp3DXxiSPef5vBzMT1u5mWEMGT6XHtGp/ZbOatt94iODiYW265hYaGBoqKiigsLKSoqAhza++s4ODgtgApOTmZoKB9TupsBihbt7dhddl6sBs9XwuIhcSRe3sRRQ84ai8dw4pymn8uIOjCVALOaN/3czi23Fxq33kHw8JFKP39CbnuWsJu3BselTWaee7nHBZsqyIh1I/HL+zH2ZlH74/RrTltsORJWP0OxAyCKR9DWNpx7apgZxUvfP9fNsUswaG0cVmvy7hz0J1E+EccdN/NLWbu2FFEscXOvclR3J8U3elTIPYLh2rMOFsriPYLhxSecEgd5Y8myh9NpD/qKB3GACuvbn6NefnziNfH8++R/6beUs/72e9TZiwjMzSTaYOmcVbCWeAWuAwOXM02XC02XM321o/3f4/rgONIJaj0B1QqHVTB5ItCoyTHaOHyzXlolZ7AKKkLrHS0YsUKli5dyvDhwzn//PPb9X8jXG7qP9uBdXcjYddm4tev8wOGg8cgaPh6J5atdQRfkoZ+dPddRMXpcJH9WxnrFxThtLvpPy6O4Rck46c/uLKmosnCrD8L+WptCWa7i7P6RHLH+DSGJx//9PFNJY3MXJbP4h3VbQXHVw6L59Hz+xLUycckQgh27NjBzz/9gtlixs8YT4QqGmv91yjVCq555hUCI7p+D8yuQAjB3a0Xo17tncDfYjt+KqOzvh7jihWYlq/A+NdfuJubQanEb/Bg9GPGoB83Ft8+fbrd6/C2P5bw6/tvERwVzaUPP0FwdIy3h3TSCKcT89q1tCxYiOHXX3E1NXkCpLPO8gRIZ5zRrQKkHhEa9ffzE98lJaNJTCTg7LMJOPts/LIGoZCrkxyS02li69Y7aGj8i4z0R0lMvNnbQ+pxXE1N+4dEO3eC2w0aDX4DB3qqiIYPx3/w4FOm635ncdtdWLJrMa2twl5iALUC/wER6EZG45MU2O1eYMFTWdOyeDGGRYuxbNoEgG+vXgScew6Bkybhm3Z8J7Pe1FBh4pvn1pI2JJJzbul3TNs4GxvZMO0a7plQRkpoGv+7fDZq5eGrk4QQXLE5nx0mC6tGZhLUzik/33//Pdu2beP2228nOnr/q4lCCGpqavYLkaxWC0EYyNQ109uvkWhHCdqWfBTCDQolRPXz9MtJGOUJi4ISoJ1/j0KItpPIyOmD8EnouKvC1t27qXvnXQwLF6LU6fC77nq+zziTmavLAPj7+HRuG5uKtoNXa+rSdi2AH+4AlwMu/A8MvOK4dlO+q5HvZv5FdupSNgX9gUal4fq+13NT/5vQafa/MGB0ungkt4xvqxoZHqjj7b6JHVItI5xunPWWvVPKaloriOqs4G49dtsTDkW2hkNR/p6PI/xR7NOgXgjBvPx5vLL+FYx2Izf2v5FpA6ehVXtK7h1uBz8X/Mz72e9Taiild0hvpg2axoTECSgVhz8WE0LgNjk8gdKeYGm/gMnzsbAdvNqm8FNToBE0aJUMiQ8mJNSvNWDaGzIpfFUn9TVg3bp1/PzzzwwYMIBLL70UZTuOQ4UQNM7OxbyhmuBL09GP9N7JlXC5qf88B2tOAyFTMtAN6/zqio4khCBvfQ2r5uZjaLCSPDCc0y5LIyT66Bflmsx2PltVzCcri2gw2RmaFML0cWlM6BOJ8hgCXSEEf+yuZeYf+awpbCDIT8P1o5O4akQin68u5v3lBYTqfHjmkv5M6t/5P1eLxcLixYvZtH4duuJclHY78f1u5awbxxLRga8nPZ3DLbh+awHLGw183D+Fc8JPrAJQuFxYt25t601k3b4dhEAVHo7+jDM8K52ddhqqoG620MQhlO3Yxo+vPgcKBZfc/wjxfdu3IEBPIBwOTGvXYli40DOFrbkZpU6HfsJZBE5qDZC6+DTRHhEaDc3KEkv+/QiGJUswrV4NDgeq8HACzjqLgIlnoxs5Uq5ydAC328b27f+kpnYByUl3kpp6f7c8ue4qnA0NmNetb2tcbdu9G4RA4eOD36BBnoBoxHD8Bg3qcY3RvMVRZcK4p6rI6kId4YduZAy6IV2/qqg9HFVVGBYvpmXRYiwbN4IQ+GakE3DOuQROOhffdi7f7A3CLfj+lY00Vpu45olR+Ace/fnY1dJC0Y038ujgXAqSfJkzeS4JgUduVLy4rpnrtxbyXEYct8QfXNVxJLm5uXzxxReMHTuWs846zDLsLidUb4WSNYiS1biLV6IyVQNgw4cyoikllubATLTppxOf1pfk5GR0J7i8rdvsoPqNTaBSEHXX4MP24jpelp27mPv+HN5wJFCtC+VsrZEnbh5PQmJUhz5Ot9FcBrNv8VSKDb4WznsJfNr/Oyzd2cDPb2cjYo3kjvidX8sWE6oNZfqg6UzpNQWNcv/nqbnVjTy0qxSFAl7qlcDkqGObBilceyuHPMFQa0hUZ9k/HArVoo7SHTEcOpTC5kKeWf0M66rWkRWRxeOjHycj5NDPO063kwWFC3g/+32KWorICMlg2sBpTEyaeMTw6GjcVufeCqVmO9V1JhYX1hJhFQxXaFAbHLhNBy9goPBRHlShdGDVklKnadd0uMPJzs7m+++/p1evXkydOhWVqn1ha/OiIgy/lxIwIZGgiUknPJ4TJRxu6j7bji2vidCpvfHP6h5VKVUFzfz5XS7VhS2Exes5fUo6CX3aXy1ksbv4dn0pH6wooKzRQkaknmnj0rh4UCw+6oP/lp0uNz9vrWTmsgJyKluIDtRy65gUrhqRuF8PuG3lzTw0O5sdlS2cPyCaJy/uR2RA5/Y7cTocfPH4Q9QV5mGOT0fr0wdtUzL9T0ti5MWpx/Sa3BMJIXALN6pjbAJucrq4dHMeuSYrc7LSGRLUvtcFZ2Mjpj//xLhsOaY//8TV1OSpJho40BMSjRmLtm9mjyx6aKyqYO6LT9NcXcU50+6i37j2TdvtSYTDgWnNWk8PpF+X4G5uRqnXEzDhLALOnYTujNO7ZIDUI0KjfXsauQwGjMuWY1i6BNOy5bjNZpR6Pfpx4wg4ewK6MWPl9J9WQrjYufMxKiq/JS7uGnr3ehKF4hS6onwCnHV1bQGRed06bLl5ACi0WvwGZ+E/fDi64cPRDhzYrUoPuzrhcGHOrvNUFRW3gEqB34Bw9CNi8EnpnlVF7eGorsHw668YFi7EvGEDCIFPWhqB555LwLnndtkpulv/KGP517uZcGMmfUYd/eq522Si5Nbb+Ea7lc/Hw9OnPc2lGZcecRuHWzB+7U6UCvhteB807TgJtNlsvPPOO2g0GqZPn456T8NGazOUrvOEByWroXwDODxT1AhK8FQRJY6ChJG4wntTVVPXVoVUXFyMo3UVvsjIyLapbMnJyfgdR3BsK26h9r0t+PUNI/RvJ97faI+8GiNPzd/Oitw6MoJ9+Ef1Snot+BqlXk/o9dcTesP1PeJKZ7u5nPDHC7DiVYjo7ZmuFtW33bsp2V7Pz+9mExarJ+06DW9tf4P11etJCkzi7sF3MzFp4n6/y2KLjTt3FLOhxcxV0aE8lxGHTu15XRYuN8566379htrCIdfecEgVqkUT6Y+mNSBSR/mjifBD0c6KMbvLzqxts/gg+wO0Ki33DbuPyzMuP6bwx+V2saBoAe9teY+iliLSgtKYNmga5ySdc8wnaIeTZ7Zy2aY8BPB9VjoZOs8Jt3C6PcFSi60tXNpvOlyzHZfBtncK3h4qBaqAfabBHSJYUgX4oDhEULDHrl27+Prrr0lMTOTaa69Fo2nfhQvjygqa5uWjGxFN8KUnZ3nsY+G2u6j/ZDu2ombCrsnEr//Jny53rFrqLKz6IZ+89TX4B/kw6pJUeo+KOabqoCPZEwa9+0c+O6sMxARpuXVMKlcNT0Dnqz4oXEqP1DNtbCqXZMXtDZd2L4JFj0DSaTDhSRzaEN5fXsAbS3Px06iYcWFfLh8S1ym/d+F288tbr7Lzr2VMnH4PNS4Ff/31FxqlL34NKehEFMPPT2XgmZ4eT6cCt3CzpHgJ72W/h8lh4qsLviJEe2whfa3dwUUbc2lxupg/JIM0/8MHfsLtxrp9O8ZlyzGuWI41e6unmigkxLPS2Zix6E4/7ZRZ4MZqNDL/9Rco2baFEZOv4Iyp1/XIgKw9hMOBafVqWhYuxLBk6T4B0gRPE+3TTusyhS+dHhopFAotsBzwBdTAbCHEEwqFIgX4GggDNgDXCSHsCoXCF/gMGArUA1OFEEVHeozDNcJ222yYVq3CsGQJxt9+93Qz9/FBN3o0ARPPRn/mmajDuvcSmydKCEF+/ssUl7xHZOQF9Ov7Ckpl1/jj7Eoc1dVtU83M69ZhLywEQOHvj//gwfiPGOFZ3ax/vy7zz92TOKpNmNZWYdpYg7A4UYf7oRsZjf+QKFS6nlNV1B6OmhoMS5ZgWLgI8/r14Hbjk5Kydwpb795d4sTD0GDlq6fWEJ0WxEV3DTrqmNxWK6XT72BH0ToeuUnN+MQzeW38a0fd7sOyWh7LLed/A1KY2M6y8QULFrBmzRpuvvlmEhMTYeVbsPlLqNkBCFCoPP2HElt7ESWMgqAj9xdyuVxUVFRQWFhIYWEhpaWlOJ1OAKKjo0lJSSElJYXExES0x7iqhmFZKc0Lijqkz4jB6uDN3/L46M9C/DQq7pvYi+tGJ6FRKbHu2kXd2+9gWLwYZUDA3vCoCzfd7DT5v8P3t4OtBc57EYbc0O4phkVb61gwcyvh8XouunsQaxtX8/qG18lrymNgxEDuH3o/Q6P2Lsdud7j5cGspf+6qYahNyWSFL7oG2xHCIU+/IU2kP5rI9odDh7Kuah1Pr3qaopYizks+j4dGPES4X/sDA5fbxaKiRbyX/R4FzQWkBqVy+8DbmZQ86bjCowKzjUs35eISMGdwOr117avQEG6B2+jYP1g6RL8l4TgwWQKlXnNwn6VAX2rNDcz7/Rd0kYH87cbrjvn/eQ/z1loavtyJtk8oYdf2RaHy/vP2vtw2F3WztmIvNxJ2XV/8jqNqpzPZLE42Lixiy9IyFArIOieRwRMTj3mhhWN14LSzQK2azJhAdlUbaDI7DjmNzVlRiHvO3fjUL8dh06L2tYM2EMWEGTD0JvLqLPxrTjbrixsZkxHO85cOICG0Y1sWLPv8I9bP/54zrrqekZdeCUBlZSXz5s2jsrKSIJ9oVGVJhIQFc/rl6aQMCu8Sxw6dweV2sbh4Me9teY/85nySA5MpN5YzKmYUb01465irIQvNNi7cmIu/SsnPQzKI9N17HOpsbMT010pMK5ZjXPEnroYGUCjQDhyAfsxY9OPGou3X75QNS1xOJ799NJPspQvJGHEa5/3jfjS+3X9lsY4g7PbWAGkRhiVLcLe0oAwIIGDCBE8PpNGjvXqOeTJCIwWgE0IYFQqFBvgTuAe4H/heCPG1QqGYCWwRQryrUCjuBAYKIaYrFIqrgEuFEFOP9BiDU9PEik8+RhMbiyY29pA9YoTLhWXTJgy/LsGwZAmO8nJPSeCQwa19kCbiE98xTUa7o+Li98nLf5HQ0DEMHPAOKtWp3WfHUVGBed06TOvWYV67DkdJCQBKvR6/oUPQDR+O//DhaPv2RdHOK4re4GpqwrR2Lc66OhRqNQq1BoVGjUKtBrUahUbjuU2tPvTtrbftvd1n723tLME/VsLhxrytDtOaSuxFrVVF/cPRjYjGNzWoxx7UHA9nXR2GJUtoWbgI89q1ngApKYmAc1unsGV2XGVKewgh+OWdbMp2NXL14yMJDD9yhY2w2ym96y4aV67gsYdiMPkKvr/4e4K1wUfcrtHhZPTqHAYG+PHNoLR2fa+lpaXMmjWL4cOHc8EFF8DOn+HrazxVROlne97HDQXfE1v1w+l0UlZW1tYTqaysDJfLhUKhIDY2tq2xdmJiIj6HOSgQbkH9p9ux5jUReWcWPnHtH5MQgrmbynlhwU5qDTauHBbPQ5P6EK4/uCLSunOnJzz69VdPeHTDDYRef92pFx4ZazzBUcHv0O8yuOgN0LbvZ1CYXcfCmVuJSArg4ruzUPkq+DH3R97a9Ba1tlrGaEdxq/NKYmtC9wuH3ECFnwJ1lD/pSSGtU8t0qCP8UPp0/HNvk7WJVze8yg95PxCnj+OxUY9xRtwZJ7xfl9vFr8W/8l72e+Q15ZEcmMztA2/nvJTzjtinbF9FFhuXbsrD5nYzJyudTH3nTPX2rHi5/3S4/fstecIlt9l50LYKreqA6XA+e/ss7ZkO569ue46y5jdR99E2fOIDCL+lf6f8TjuC2+qk9oOtOKpNhN/YD2269ysj3C43O/6sYM38QqxGB31GRTPyklT0IZ17AlrRZOH5X3JYsLUSlwClAs7pF82j52cS5yswb9iAaeUq3Nt/IjxmG2qtm/r8MIzuEbjy1xM7xolfQCNED4QLXsUdN5zP1xTz4oKdCOChc3tz/ejkE66QAti4YD6/f/Iegyaez4Rb7tjvtdHlcrFmzRp+++03FCgIcabjrgonoU8oZ1yRQdhxvL50VQdOm00PTm+bNvvd7u94bs1z3Df0Pm7uf+w9Xje1mLlsUx4ZWg1f+TkRf3mmnVmys8HtRhUcjG5Pb6LTT0cd2rXCVm8SQrDxlx/543+ziEpJY/KDM9CHntpFHAcSdjumVas8TbSXLsVtMKAMDNwbII0addIDpJM6PU2hUPjjCY3uAH4GooUQToVCMRp4UghxrkKhWNT68SqFQqEGqoAIcYQH6q/1E9/tszS1KjgYdWxMW4ikiYnd+3FcLMrgYOy7dmFYshTDkiXYdu0CwDcz01MONvFsfHv1OuVOSisqviVn56MEBQ5i0KAP0WiCj2s/pmYb25aV03tkNMFRXT98EkLgKCvbr5LIUe5ZRlgZGIj/0KFtlUTazD6dFpJ0JLfVimXjRkyrVmFatbqtwV6nUCg8YZJG0xoyqfd7Q9MaMu17u2af8OmA+woHOOsdOOts4FKg1GvxSQjCJzEIpc7v4GBL3fq4BwZbh7y99fMDxolG02P+350NDZ5wfNFCTGvWgsuFJjGRwHPPIeDcSWj79T1p32vu+moWf7id06ekk3V24hHvK5xOyv/5AIZFi/jmsdOY41rLe2e/x2lxpx31cZ7ILeeDslqWDO9N33acSDqdTt577z1sNht33nknWmcLvDMaAmPh1qWg7rwXZIfDQWlpaVuIVF5ejtvtRqlUEhcX1zadLSEhYb+pLi6Tg5o3NqLQKIm8azDKdlxN31bezBPztrOhuJFB8UE8dUl/shKCj7qdNSeHunfewfDrEpSBgYTecD2h11+PKuAUaqLqdsNfr8Nvz0Fwgme6WtyQY9pUuATOBgtlq6vIW1pCRKAPUcG+uOotWN02fgj9jW/DFmNT2jifs7gl/DpiYuLRRPljDPHhgYIKfqlrZnxIAP/NTNzvqnZHEULwU8FPvLzuZQx2Azf0u4Fpg6bhp+7YYGbPtJCZ2TPJbcwlKTCJ2wfezvkp5x8xPCq22LhsUx4Wt5vZWent+j/vLNXlVcz+9BuCVTrOHTMRH7vyoNXh3AY7HPjSq1Z4mnRrVTgrzSi0KvRj4tCE+++dFqf3ObGKI7cLTnAa4IFcJgd1H2TjrLcSfnN/fFO8M21VCEHxtnpWzsmjscpMbEYwp09JJzKpc8Ps3dUGZi7LZ97mCgAuHhTLpL4RLFi5i/mFZoQQjK3YwtX5vzIiI5fgFBNOdRTOsc/he/plKFQqDEuXUjljBrqgGqJPs6NyNUPW3+Dspyhz6Hh07jaW7a5laFIIL14+gPTI43+OzV2zknmvv0Da0JFc/M9/ozzM30NDQwM//fQTBQUFhAZGoqlMQRh96TsmjpEXpeAX0H2r5/c06P8g+wNKDCX0CunF9EHT92vQL4TggWUPsLRkKR9P+pjBkYOPul9XczOmlSvJ/XUp1j//JLSlGQBt//7ox45FP3YM2gEDusX5gjflb1jDz2+8jK9Ox+SHHicqpfst8nIyuO12TCtXYtgTIBmNKIOCCDh7gqeJ9qhRJ6WA4aSERgpPo5wNQDrwNvAysFoIkd769QRggRCiv0Kh2AZMEkKUtX4tHxgphKg7YJ+3A7cDJMfHD93+4484yitwVFTgqGx9X1GBo6IS0bpMctu2Wi2amJj9KpMcdXXYcnOx794NgCYhobUCaQJ+WVmnzD9+Tc0itm2/F3//ZAZnfYqvb/saH1YXtrDgva2YmmyoNUpGXpLKwLMSOuSKSUcRQuAoLsa0dm1b82pnVRXgCRzbVjYbPtwTHnaD371wubDu2IFp5SpMq1dh2bARYbeDWo1f1iB0o0ejGz0an8REhMuFcDgRDjs4nYg9bw4nwulAOBx7b3fs+fo+tzv22eaQtzsQTic4HAfdF6cTYXfsc9uefThxm2y4LTZwOBHChQI3QrjAeXBz006hUu0XJqFR71N9dZTbNfsEVUe7/YDAS6nXoRs9ulOuQjkbG9umsJlWr/YESPHxbVPYtP37d1qAZDU6+PKp1QSEarn84WFHfA4QbjeV//43zT/Oo/jfU3mQOVybeS0Pj3j4qI9TYLYxbu1OpkaH8kqfIzfKPtAff/zBH3/8wTXXXEOvjAz46mrI/w2mLYfIPu3a14my2WyUlpa29USqqKhACIFKpSI+Pr4tRIqPj8dVaqL2/Wz8BkYQetXRpyE2muy8vHgXX60tIdTfh4cn9WHK0Ph2Py9bd+yg9p13MC5Z6gmPbryB0OuuO7XCo5LVnibZxmqY+DSMuqNtuppwC5z1lv2bUVebcdSZwbn3WMnkFjh8VcSOiMY3Vo8myp+WQCsf7pzFN7u+QaPUcEO/G7ix343oNDqEEPyvop4n8srxV6l4IzORs8M67gS5uKWYZ1Y9w5qqNQyMGMgTo5+gV0ivDtv/obiFm99KfmPmlpnsatxFQkACtw24jQvTLjyoQXiJxcZlm/MwOt3Mzkqjf4D3L0Y1Njby0UcfIYTgpptuIuwwrQ6ES+Ay7qlY2lut5Ki1YNvd6GlUruDgPksKUAX4oAzyRR14uH5Lvgc3Mbc0wfx7IGc+hCR7+nBF9tv7PjTlhMIkl8FO7fvZuFrsRNw6oENXczwW9eVG/pqdS2lOI0ERfpx2EqZTrS9qYOayfJbk1OCnUXFFr0Cm2gsJ3LAS85o1uE0mav2CmT9iMk1hDp7SzCJa0URl/2nEXvIkCs3+lU/O+noqH38C07JfiZmgJzCsCIVGB2c9ihh2M3O3VPP0Tzsw21zcPSGdaePS0KjaN5WpfOcOZj/7GBHJKVwx47mjTv8RQrBlyxYWLVqEzWYjKbQfxh3B+PhqGH5BMgPGx6M6Qk+vrsbhcjC/YD4fZH9AmbGMzNBMpg+azviE8YecgmawG5j601TsLjvfXfTdQf2NhBDYdu5sW+nMsnkzuFwog4KoHzqMmQm9iBw3lpdGD0LZQy5Aniw1RQX88NIzWIwtXHDXg6QPH+XtIXVpbrsd019/eVZhW/obbqMRVVAQ+olnEzjpPHQjR3RagHSyK42CgbnADOCTEwmN9nW4nkbQ2hm/uXm/EGnvxxU4Kitx1dcfOFAUPj6ek24hUPj5oc3MRHfG6ejPPBPfpKQevUx6Q8NfZG+9A40mlMFZn+Lvf2yreOSsrOCPL3ehC/Jl/DW92fpHGUVb64lODeSs6zOPaanTziCEwF5Q4Kkiaq0mctbWAqAKC2sNiDxBkW96ereYZyyEwF5UhGnVKsyrVmNaswZ3SwsAvr17e0Ki00bjP3QoyhNcuakzOWrNmNZWYd5QjdvsRBWqRTciGt2wKFR6z9UtIQS4XPuEW3tCKsdBgdd+tzv2CbD23O44IMA63O2OA/Z/pNsd++znCLfjOnjJ6DYqFf4jhnsaWp99Nurwjm826mxsxPjbb7QsWoRp5SpwOtHExrZNYdMOHNihB95LP93B7jXVXPHIMMLjD39iIYSg6qmnaPr6G3zuuY1bw+YT7BvMVxd81bac95HctLWQ5Y0GVo3MbFcFRk1NDTNnzqRv375MmTIFNn4G8+6Cc1+A0Xce8346i9VqpaSkpK0nUlVrsK1Wq0lMTCTGHULoLgXpF2cRNDr+kPtwutx8tbaEVxbvxmhzcv3oJO49uxdBfid2QGHdsYPat9/BuHQpyqAgwm68gZDrrkOl7znTGY5EmBoQs+9AWbgQR9h4DKGP4KjT4KjdPxxSBfvu32+odcWyvOxalny0g9hewVzw90Fo9pmSVNpS+v/snXd4FHXixj/be3rvIQkQSKFD6B0U7AUL9q7n6fU777xT77zTn3fn6dl7F7ugIl16b0kgCaT33rbXmd8fk2wSaoCg6PE+T57dnczOTDa7s995v2/h2X3PsqJiBSHaEO7JvocrBl+BSq7ikM3J3QcrKLQ5uSMujD+lxKA5g+8rt8/NGwfe4NW8V9EoNDw4+kGuHHzlcXM9RJ8Pb2Mj7uoaPDU1eGpr8NTWogwPRzdiBLoRI0753CWIAt9Vf8fLuS9T2FZIrDGWO7Pu5KKUi1DJVdQ43Vy+r4ROr49PRqSQdQ4QRhaLhTfeeAOHw8Ett9xCZOSptQz6bB6aX8rFZ3ETcXc2ykg9gt3bQywdyxbX6UJ0Hf0dItcre4gkpQVF5Zco3BUo0rJQyctQtO6DtjL8cielVgp29xNJwyByOBgj+53V5et00fRyHoLdS/idmahjzv7n3tbpYudX5RRuqUOtUzJ2QTIZ02LPGpEhCCLripp4aUMpuyvbCVKKXOGp5MKdS9HXVwOgSkjwT8jpR6Sj3PkU7H2HNn0yDzrvZKM9kZEJQdwzLYXZ6ZF9SHpRFOn84ksaH38ctdFN3EVGVNaDEJkBFz5Fc8hoHvnqIN/k1ZMeHcD/XZFFZlz/lF2ttdUsefg36AICuOaxp9AH9F8RZrVaWblyJfn5+YQEhxLuG0bbYRlBkXomXZFKYmboOa3KdvvcfFnyJa/nv06drY6M0AzuGXEPU2KnnPS4C1oLWLx8sT/fSLTasG3dhnXjBmybNuNtagJAO2wYhqlTME6dhi4rE5lSyX8qGniivIF74yP4c+qZ5Q3+L8La3sbSp/5KQ1kJU6+/hTELLzun32fnCgSXC9uWLZhXrMC6dh2CzYYiMBDT3DmY5s+X2uOV/Vejnwzfe3uaTCb7M+AAfscA2dNORBr1B4LT2UMmdamUvHV1uKtrcFdU4GtvP8raIzfoUcUnoIqLPdoGFxuDIjj4R/2GN5vz2J97KzKZkhEj3sJkPP6su88nsOWTEvLX1xA7JJh5dwxHZ1QjiiKHdzay6aPDeN0C4y5OZsTshLOuOhIFAVdxSU+72e7dfmJQGR4ukUTjJCWRetCgH83/ydvcjG37dmzbtmPbtg1vfT0AyphoDBMnSoOXCRPO+XB30SvgONiKbUc9rrJOkMvQDQvBMD4aTUrQgFQfn4sQBeEIZZdEJnmbW7CsldRA7vJykMvRjxmDad5cTHPmoIoY+JpjX2cnlrXrsKxciXXrVvB4UEZHEzB3Lqb589BlZ58ReVpd0MayZ/czen4iEy49vtxYFEWanvw/2t56i5A7bufvI6vYVLuJDxd8yJCQISfdz5Z2C1fsL+UPydE8kNT/CzdBEHjjjTdobW3lZz/7GQZXI7w4GeJGww1L4Rwkju12O5WVlX47W1PXAFYlKohPSGDQkBSSk5OJjo5GLpezs7yNvyw7SGG9mZxBoTxy8XCGRA2sKsBx8CAtz7+Add06iTy65WaCFy/+yZBHoiDia3NKqqEmO95Gm3S/2QFeHwbF1wQpX0eQBWOJfAQSJ6KK6Gosi9Ah1xx/sHZoRwNr3iogbkgwC+7NQnlElk1+cz7/3vNvf9PaA6MeYHbCbFyCyN/K6nitpoXhRi0vDkti8CmGQQPsadzDY9seo6yzjHlJ8/jd2N8RpgvD19GBp6YWT0017poa6X51Ne7aGjx19eDppfyUy1FGROBtbfUvV8XFoRs5Et2IbHQjRqAdMqRfg1ZRFNlQs4EXc1+koLWAWGMsVw69mVfNw2j3wkfZqYwM+OEJI7vdzltvvUV7ezs33ngj8fGnpm4U3D5aXsvHXWcl/NZMNIP6f0EvuLxHN8J139bX4utwIRDU5zmKQA2qaC3qADsqdS0q70EUnXuQNRdKarlu6EIk8igivYdIikgHzbHPGd52J80v5SF6fYTfmYUq8uxMTnndPvavrWbvikp8HoHM6XGMWZCE9iwVYHh8Al9uL+PldYcpsYlEus1cVrSWeZW7MAQYMORMQN+t3I7rIutL18HS+8FSBxN/DtP/gBMVn+yu5uWNPY1qd04dxKW9G9UAd00t9b//Pfbdu4hYMJiQ6GJk1jrIWgRzHmNlFTz85QFabW5un5LML2YPRnuCoHtrexsfPvxrvG431/71nwRFRp3W63D48GG++eYbOjs7GZqSibskEkujm/j0YCZdlUbo90AUngpcPhefF3/O6/mv02hvJDs8m3uy72FizMR+j/FFUeS9jf/l/ype5ebiGC78sg68XuQmE4ZJkzBOnYph8qRjjslEUeQPxbW8VdvCX1NjuSM+fKD/xJ88PG4XK55/msPbN5MxYw6ZM+ei0RvRGo1oDEaUP4L82B8SgsuFbfNmzN+uwLpuHYLdjiIoCNOcOQRcMB/9uHFnTCB9H0HY4YBHFMUOmUymA1YBTwI3AZ/1CsLOE0XxBZlMdh+Q2SsI+3JRFK8+0T7OlDQ6GUSfD3dtLdbVq7Fu3IQjP1+yvMlkyHS6LsuNu89zjrTAqWJj+jxWRkYOKPt3NmCzlbBv/034fHays14lKOjo94nd7GblqweoK+4ge1Y8Ey9PQX6EjNbW6WLDB4coz20hIimAWTemExIzcAMMURBwHTrUQxLt2o2vowMAZXS0X0VkGDsWVWLij4Yk8llt2HftxL59O7at23AVFwOgCAxEP2FC1wzXBFQJCT+Kv8nb4sDarSqyeSRV0dguVdGP2DM/UBBFEVdxMZaVqzCvXIG7pBRkMnSjRxEwdx6meXNRneKMdn/gM5uxrFuHZeUqbJs3I3o8KKOiMM2dQ8D8+ZI99xRIFI/Lx5K/7kCukLPoT2NRnmCA2/zsf2l54QWCFy9my9VDeWTbI/x6zK+5afhNJ92PIIrM232YNo+XzePT0Z2CfH/79u2sWLGCyy67jOzMDHjzQmgqhHu3QuCxVTvnGmw2G2VFJRR+s4d62mgXrAB4VQbyFKnkdaiJNKp4+KLhLMiKOavnCMeBg7Q8/zzW775DERhIyC23dJFH567KsTdEQcTX3pscsuNptOFpcoC3xzekCNRI9fX+HwNK4TDypbdDewVMfwim/LLf9p/CrfWse7eQhGEhXHB35lGfFVEU2Vizkaf3PE1pZylZ4Vn8avSvGBU5ilUtnTxYVIXDJ/DXtDiujw7p1/+4vbORf217gqWNa4gigPvbRjOqTPSrhwSrtc/6iuBgVHFxqOPjUMXGoYqPQx0XhyouDlV0NDKVCsHlwnmwAMf+/dLPvn1+Na9Mp0OXmelXIulGjjhhvbQoimyq3cSz+17gUNtBBEUot2Tcxs8zF6FW/LDfEy6Xi3fffZf6+nquv/56Bg0adErPF30ire8W4DzURuj1A1Rf7+iAZT+T7GiDL0Bc+Bw+rxFvqwNPnQ13nRVPnVUKV+8arsv1SlQxRlThCtT6FlSUoLTvQ9ZUIJ0HPbae7Qcl9FUlRQyDsDRQqPC2OGh6OQ8QCb8rG9VJig5OBaIgcnhXI9u/LMXa7mLQiHByLks5KzmZgttNy+59fLi+kPfb9DQpDSR11nFVxRYuiNMQmDMBQ84EqZG093ehywKrHoY9b0LYYLj0RYjrO072+gS+ya/npQ1lFNabiQ3Sce+MFK4aHe8nj0RBoO2tt2l++mkUQUYSbh6Gpm4pKDQw4w90Zt7CP1aWsGRXNclhBp64PJPxg46eHHQ77Hz0yB9or69l0SNPEDko9YxeF5fLxbp169ixYwcmk4nh8ROo2e7D7fSRMSWGcRcNQmv8YS/knV4nnx7+lDcOvEGzo5lREaO4Z8Q9jI8a36/zoeB0Yt20CdvGTVg3bcLT0MDTl8rZOUTO05YFTJh4pTQG6sf1mk8UueNABd+2dPLS8EQuifjhw+J/bBAFga2fvM/2zz866ndKlRqN0YhGb0BrMKIxdN8a0RoMaHov6yab9Aa0RiNqre5H4SIZKAhOp59Asnz3HaLdjiI4GNPcuQTMn4d+7NhT5iAEtxuFRnPWSaMs4G1AAciBj0VRfEwmkw0ClgAhwD5gsSiKLplMpgXeBUYCbcA1oiiWnWgfZ5s0OhKiz4dj//6eJraaGkAK0tYOHYoyKgrRbsdT32OF87W19d2IXI4yMrKHVIrpIpVie+6fCxY4h6OW/bk34XTWk5n5PGGh0/2/a6o08+1L+TisHmYsHsqQ8cef0RBFkZLdTWxcchi3y8u4hcmMnJNwFMHUH4heL87Coh6SaM8evzVLFRvrzyPSjx+HKjb2R0GogJSU78jL8yuJHHl54PUi02jQjx4t2c1yctCmp/9oTn6iV8BR0IptZwOukg6QgzY9FOP4aDSpP11V0UDAVVKCedUqLCtW4urKWtONHEnA/HmY5s5FFR094Pv0WSxYv/sO88pV2DZtQnS7UUZESF808+aiGzXqpBlfWz4tZv+aai771Uhi0o4/aGp97TWa/vkvAq+4HM9v7uCqb64mKyyLV+a+0q/a2yX1rTxYVM2LwxK5LLL/g7OOjg6ef/55EhMTuf7665FtfhrWPgqXvwpZJ5yfOCfhLO2g5bV8XOlG3lbZWJLfgU8QGa5oIFNZT4BeQ2Jioj8TKSIi4qydEx0HDtLy3HNY16+XyKNbbyX4+uvPGfLomORQkx1vk71PxbqfHPLX2Uv3jxs67jTDN7+E/E8geZr0XjL1j+At2FzHd+8VkZgZygV3ZqI4MqMGqflnWekynt/3PE2OJmbEz+DB0Q9i0MZzf2ElG9utLAgP5J9D4gmSy/A2NeGuru6jGHLX1LBWXcqb42xYdbBwh8iVWwR0Ci2quFjUsXGo4uOl+/HxEikUG3da/ztRFPHW1WHfvx/H/lwc+/bhLCoCr9Q2pk5M9BNIuhEj0KSl9TmvNLo8XLa3mObOPQx3L6e0/QCR+khuz7ydy9IuQ6M4uunvbMPr9fL+++9TUVHB1VdfTXp6+ik9XxRF2j8rxr67kaBLUzFOGIDzd+1e+ORmMNfC7Ech577jWswElw9Pgw1PnRV3rRVPvQ1Pg83f0idTy1FFG1FFG1AHOVGpalB5DiBrPghNBdBSDGKXPU6ukkiSyGF4dKNo3pmBTKUk/J6RKEPOnDiqK+lgyyfFNFVaCE8wMenKVGIHD9wFuCgIuA4fxrZ1G7Xb97CkXcuy+PFY1XqyHY3cHONjzvQs9CNHIj9eO1HZekld1FkNE++HGQ+B6vh/uyiKrD/czLNri9lX1UFMoJZ7ZqRy9Zg4NErpve88fJi63/4OV1ERIVfOIiKtFln5OghPhwufYosvnd9/nkd1m4PFExL43fyhmLQSaePzevniyUepOpDLZb/9M8kjT/u67ijU1NSwbNkympqaGDoknTDvEA5va0etVUg2wemxKE5jLH8msHvsfHL4E9488CatzlbGRY3j7uy7GRs1tt/bsKxfT+Nf/4antha5wYBh4kSM06YiTBjJ4p33Hzff6ERw+AQW5Zay32znw+xBTAr+H8r7G0C01lRhbmnGabPistlw2axd963+ZU6bFZfdhstqxWm3nbDsRyaTo9HrT0A6GY8gnQx9SCeF8sercuomRi3frsCyfr1EIIWE+CeG9WPH9vn+Fd1uXBUVuEtKcJWU4CqWbt1VVQwrOPj92tPOBr5v0qg3RFHEdfiwn0ByFRUBUq6MafZsqYltyBBEpxNPfUMXiVSLp74eb11dT3h3Y+NRmSeKoCC/SknZW7UUE4sqJvp7s8C53S3s338rVtshhqU/RVTUxRzaXs937x9CZ1Rxwd2Z/W6tsJvdbFxyiNK9zYQnmJh1U/pJaz1FjwdnQQH2Xbuw7dqFY/ceBJs0E6ZKTPCriPRjx6KK+fF4iSUbXbE/vNq+a7ekYJPL0WZk+JVEupEjkWu+/0HymcDb6sC2swHbnkYEqwdFkKYrqygKRcB5VdGpwlVWjmXVSswrV+EqLARAm51FwLz5mObORR0XO+D79FmtWNdvwLJyBdaNmxBdLhThYQTMmYtp3jz0Y0YfRSA1VZr59IndDJscw/Trj29pbXv/fRr/+jcCFiwg/Im/ccuq2yg3l/P5xZ8TZTi5nN7m8zFxeyGxWjXfjEo7Nfn5e+9RVVXFfffdR5CjEl6dBekLpTYsmUwaeKx/AtxWySIQldnvrI8fCt8sOcA/9ldTg8Ds9Ej+vHAYgUqP38pWUVFBR5f6Uq/Xk5SURHJyMsnJyYSGDnxGhSP/gEQebdjwg5BHoiDi63BJaqHGE5FDapQRkmKoX+TQCXcqwr73YPlvQGOEy16G1Fn9euqBjbVs+OAQSVlhzL8z47g5LQ6vg3cL3uWN/Ndxep0s1I1jsTmDLwnlv8nphFotPPTm82QXHeh5klxOc1oYr07zsD/UQrovkt8GX82wpLGo4+JQhJ3dEOFuCA4HzoMHcezfj32fpEjqto3L9Xq02VnoRozAnj2SxepQ6rw+PswaxLhAA9vqtvFi7ovsb95PhD6CWzNu5crBV35v5JHP5+OTTz6hqKiISy+9lBEjRpzyNjpXVWBZV41pZjyBc5PO7IBEEXa+Aiv/KGURXfUmxI879c14BTxNdjx11l6qJBuiu2ssqpBJxGmsEXWUFpW+FZVQjLy9i0hqLABzDW4hmWb335HLHIQnfoAyNr7L3jZMUijp+nfR3dlsZ9vnpZTua8YQpGHCpYMYMi5qQCaXPLW1Upvs1m3Ytm+n1gmfp05jVdI4XHIVM8Pl3HthJmPST6I0dVlh9Z9h9+sQmgqXvAAJ4/t9HKIosqm4hWfWFrOnsp3oQC33TE/h6jHxaFUKRLeb5ueep/W111DFRBP/4EVoSl6DjirIuALHjEf41zYrb2wpJzJAy+OXZTBjSAQrXniago3rmHf3A2TMmHOGr9bR8Hq9bNmyhY0bN6JSqZg0bhpteRpqijqkvKMrU0nKHPgsxiNh89hYUrSEtw++TburnZzoHO7KvovRkaP7vQ1PQwONj/8dy+rVqFNSiPztbzBMnNgnPPjIfKP+TGR1o93j5eK9xTS6PSwdmUb6OdD0+FOHKAi4nQ6cVolIkm6tR5BOtuOSTl6P+4TbV2o0aPXdaqYeZdOR5NPRpJMRtU53zogXBIcD68ZNWFauwLzuO3A6kRuNqJISkev0+FpbcVdV+Sd4kMtRx8ejTktFk5pK5C9+cZ40Gki4q6uxrF2LZc0aHHv2gihKbUWzZmGaMxvdyJHHnKkXfT68TU3HD+yuq0N0OPo8R6bT9VjejlApDbQFzuu1kJt3J+1te/BW/5PSHUZi0oKYd0cG+tMgAUr2NLFxySFcdi9jLkxi1PxE/0yF6HbjOHDAH1pt37fP34CnTk7uyiQah37smLNi1zmb8A9ctm3Htn27f9CsTk6WwhRzJmAYNw5F4A9TZXsmEH0CjoI2bDvrcRV3SKqioaEYxkehTQs+ryoaILgrKzGvXIVl5UqcBw8CUs1rwPx5mObNQ32KGRv9gc9qw7ZxA+YVK7Fu3IjodKIIC8M0ZzYB8+ahHzMGQSbnk3/sxmFxc90jE9Dojn3u6fjsc+r/+EeMs2YR95+nefHgq7yY+yJPTXuK+Unz+3U8T5XX86+KRr4alcbYwP4TEbm5uXzxxRfMnz+fCaNHwCvTJHvHvdtA39Vet/ddye6BDBClWd7sRZB5NQQOPDl3JqhstfHYVwWsLWoiQaXkAUHDxT8fe8x8kfb2dj+BVF5ejsViAcBoNPpVSMnJyQQP4GSEIz+f5ueew7ZhI4qgIEJuvZWQ668bsHB+PznUO2+o8RjkUIC6l3LI4LeYnRY5dDI0FcInt0BzIUz+Bcz4IyhOPkuZ910Nmz46zKCR4cy+IRWhoR5PTc0RiqFaPDU1dHgtfDpZzuqRMpQ+uDhPTaYwgb/Pv4Zag4m77G08EKRFFRfFe+2reOXAa6gVah4Y9QBXDb4KxQBXsZ8ORFHEU1Pjt7PZ9++nobaBX/z8IRpDw/jX5++SExbkz0ZSp6Swo3EnL+W+xN6mvYTrwv3kUX8C808XgiCwdOlScnNzpfPGhFNv9rFuq6NjaSn6MZEEX9F/kvuYOMKOxqUv9Jy7BgDdDYCeui5VUpe9TbB1XUTIQBmmQxVjRB1jQBUKKmU1vsoymjfGoJCbCdc+jMJT1bNRU0xfe1vkMAgbAl2tYi67h93LK8j7rga5QsaoeYmMmJPQJyD+VOFtb8e+Yye27duwbduGp1I6nsrEYXw+YiFrZeHI5XIuHRnLXdMG9a/avnwjLL0POqolVdfMP51QXXQiiKLIlpJWnll7mF0V7UQFaLl72iCuGZeAVqXAvncvdb/7PZ6aGkJvvYHwkV5k2/4rnUum/Zb9Mdfw2y+LONxo5UZ1AYGHNjDxquvJufLa0zqe/qK5uZmvvvqKqqoqkpOTGZk2ibwVzXQ2OUgYHsKkK9MIiR74yQGL28KHRR/yTsE7dLo6mRw7mbuy7mJExIh+b0P0eml79z1a/vtfREEg7N57Cb35JmTHUZMtKVrC4zse5xejf8GtGbee0vHWON1ctLcYUYSvR6cRpz0/WXouw+t2H5NsOvL2aNLJistuP7HKSS6XCCb9ERa6Iwmm7nWMfe11ijO8jhc9HtxVVX7FkPRTjLuisocc6oZajTY1FcPUKZhmz0GTmoJc2/P9+r0HYZ8NnEukUW94W1uxrFuHdc1abFu3Ino8KEJDMc2cgXHWLAw5Of1WkIiiKAVUdhFI3vr6HpVSdwvckRY4hQJlZERPQLf/J/q0LHDWTgtfPvs1nbWRJI5qZf6tl6NUnv6XusPiZtNHhyne3URIiJzRoaVo8jfj2L8f0ekEQJOW2mM3GzMGZfiPK1zO19GBbcdObNu29hm4KMLDupREE6VcoqjTCys8F+Btc2Lb1YBtdwOCxYMiUINhbCSGsVEoAn9cCqkfG9zV1VhWrcK8chXOvDxAavYwzZtHwLy5qJOSBnyfgs2GddMmiUDasAHR4UAREoJz6AQOWFMY/7vLSBl9bOuFeflyan/9Gww5OcS9+AJ5HQXcvOJmFgxawOOTH+/X/uucbibtKGRuWCAvD0/q93HbbDaee+45QkNDufXWW5Gv+hNsfx4Wfwaps6WVmg/By9OkWfsr34CCLyH3I6jZCcggeQpkXQPpF4F24CrPTxV2t5fnvyvh1Y3lqBQy7p+Vxk1ZsbQ/vx+5XkXEz0YgP8EFlyiKtLW19SGRbF3qzYCAAL8KKSkpiaCgoDM+XkdenkQebdwkkUe33UrIdScnj0RBRHB4EZ1eBIcXn9XTK2+oixxy95BD8gC1lDUU0aUa6motkx+HwDxrcNthxe9h79sQPx6ueB2CeshcURCkSaLqLiKouhpPbQ2HGgMp0E4gomkvwwrfRC5Kf5tMo5HsYnGxqOPi/RlDDWEKXmpdyqqatYRoQ7gt8252ieP5pMlMpqIKdevrVJnLmJs4l9+N+x0R+oEP1R8otLq9XLn3MOUOFy9UFZK5bZOkRupSyMlNJnRZWWhHZFM4RM+bng3sadlHmC6MW4bfwlVDrkKnHNgZfVEUWbFiBTt27GD69OlMnz79lLfhONBC6/uFaIeEEHrDMGSKMyCMTsGONpAQRRGf2Y2n1tpFJEmEkq/D5V9HEahBEaTGXWNFYVQTenkYKlkpsqZeqqSWQ+DrmtGXKRBDUuiUJ1NaE0ajI57gzNFkXT4FQ/Cp/x8FpxPH3r1+NZGzoABEEbnBgG7cOA5lTeEdXzSbamwY1AquG5/ArZOTiQ7sx77cNljziKTuChkkqYsSc075GI8FURTZVtrKf9YWs7O8jQiThrunpXDd+ATUbieNT/4fHR9/jGbIEGIfvh/N4Vfh8LcQNhjP3Cf574oqxC2fUhycwQV338/F2Wc3vw4kInXv3r2sXr0an8/HtKnTMLji2bO8Co/LR8a0WMYtTB6QsHKz28z7he/zbsG7WNwWpsVN4+7su8kIyzil7dj37aPh0cdwFRVhmDaVqIcf7gkyPw5EUeTXG37N2qq1vDn/TUZGjDylfRZaHVyyr5hItYplo9IIVp3bObb9hSiKCKKAgIAgCvgEHyIiPtGHIJx4+VHriD7p/CL6pG12/chlcrLCs1DJz31bmCD4cDscEqHUrXQ6Jul0DHudzYrvSOLmCKg02mOrmY7Mb9LqkFutyJtboK4eqqrxlZZK5FB3gYVMhiouDk2qpBzSdCmIlFFR2HfulEK0N2yQJoa7nAUBF8z3R1OcJ42+J/isNmybNmJZvQbrhg0INhtyvR7DtKmYZs/GOG3aGTfOCA5HV45SvWSB6yaYulVLx7LABQf3USn12OBipRa4oCBkMhnN1Ra+fTEfm9lF2vT9yEKeIz7uZtLS/ojsFGSb3cfpyM31K4kqqwUODboSj9JAim03melgHDdaIolCBm4G7fuA4HRi37PHH17de+CiHzfObzlTp6aeM3LF04HoE3AWtmHd2YCruB0A7VCpAU07+Lyq6IeAp7YW86rVWFaswJGbC4Bm6FAC5kl2Ms0phrb2B91S19al32DbsAGFzyWF7c2ejWnePAzjx/kl35Z166j5+QPoR4wg/tVXcCgFrlx2JSIin170KUZ1/85/9xdWsqypg03jhpKg6z8p+emnn1JQUMDdd99NhLUQ3rkYxt4BC/4preBxwGuzwdIA92wBUy8it7VUyqvJXQLt5aDUwdALJQIpZSYovp/BoCiKfJ1Xz9+XF1Lf6eTSETH84cJ0IgOkmSBncTstbxxAPyqSkKsGn9J2W1paKC8v9xNJji5la3BwsF+FlJSUREBA/8kyURQR3T4Ehw/R6cWRX0THF9/gKi5HERiGftxENGnDED0gOH0IDg+iw4fQRRIdq2IcQG5S+8OolV25Q6oIPXL9uTPA9HV24tv6JqrdTyCK0CHMxlqjkwiiujrE3i1kMhnK6CjUsXFUhE3kgGMwSdEepi0IR5MQhzI8/ITfF/nN+fxrz7/Y07iHeFM8KnUkZa27EZWh3JD1G36XueB7+ItPH20eL1ftL6HU7uLdzEFMCZFUH6Io4qmslLKRuixtruJiEASQySieEMvH47zk6lsIUQVyc+ZtLBq6CL1qYPIg169fz/r165kwYQLz5s075e9sV1knzW/ko44xEnZ75gmJ3BOitx3NFCVZaeP7n91ytuCzefDU97K21VrxNvco4mU6BepYU48qKUqLklpoKaQjfzfWor0E+MoIVPZqcVPpIXxolzJpeM+tse+Eoejz4Swo7FJub8WxZ69USKNUohuRjSEnB92EHDYrI3hpcyX7qzsINai5ZVISN0xIIrC/54qKLbD0XmivhAn3wMyHQX128ka3lbbynzWH2VHeRrhJw11TB3H9+ES8WzdR/6eHETo7CX/g54RMjkW28veUVJlZVjOciCHpfBJ+Ebm1FmanR/DXSzP6R4adIcxmM8uXL6eoqIioqCjmzb6Qyp0OCjbVotYrGbdwEBlTY04ru7TT1cm7Be/yfuH7WD1WZsbP5K7suxgWOuyUtuPr6KDp30/T8fHHKKOiiHzoD5jmzPF/ls1uM1XmKj9pcSTRYfPa+PuOv+MVvPx6zK/Rq/THJTqOtbzUZue9uhZiNEoWRQUhlwn9fm738pOtMxDbOGo5AoLQtRwRn9BruSic5FUfGKQGpfKXnL+ckprsxwiP29WjYupDOh1NMHXfd3Z24rRZ8ZzEVicD1EoVGq0ObUAAupBQNKaAvva6I5ROarkCb24uznXrsW/ciOhyoQwPxzRvHtEP/+k8afR9Q3C7se/YIeUgrVuHr6UFVCoMEyZIF1uzZqIMG3hvsOj1SrOb3QHdtXV9wrqPZ4FrSZlOfuh81Aofk1MaiUwNplFcS73nG8KHXkL68CeRn4ANFux27Pv2+UkiR36+xHrK5WiHDkU/dizy7LHsqw6leF8bobFGZt2UTnjCuR8gJ/p8OA8e7Amv3ts1cFGp0Gdno5+Yg2FCDrrMjD5+6R8rvO1dqqJdjQgWN4oANfqxURjGRqEMOq8qOlfgqa/Hsno15hUrcezdC4AmLU1SIM2fhyb1zFpVekMURL58eh9tlW1cPMuDe+NarN99J9V9BgZinD0LVXwCLc89h3bYMBLeeAOF0cCft/yZpaVLeXPem4yKHNWvfe0325m/5zA/S4jgTyn9zy87fPgwH3zwgaQWGD8CXpwkWSPu2tRzAfDNr2DXa3D9Z5A2+zh/rAg1uyTy6ODn4GgHQzhkXCHlH8WMPGsz/0UNZh5ZdpDtZW0Miw7g0UuGMzbpaFK9c2UFlu+qCb56MIZRp2ffFQSBpqYmKioqqCgtp6GyDtHpQ42SMFMIsaFRRASFE2IIROlT+JVAgsPbQ/h03eck40vR60SuVaAIDUCuVyPXKaUfrQK5TolMp0Su7VpmUKEK150T5JDgcknfobW9LGTd1fTVNQhd9j+V0UvsxHZ0IR46WxOwKGagjktA1UsxpIqO7mOR2LOigu1fljFkfBQzb0pH3g8SXhAEnt7zNO8WvotP9BGiDUMZeS8HxTQWRYXw97RYDGegDD5b6PB4uWp/KYftTt7OTGZ6yIlJSZ/VhjM/D/u+fZK1LTePg6ZOPp0sJz9ZTqBbySLGcE36tYSMGHfak3HdDYsjRozg4osvRn6K5ROeBhtNL+WiMKkJvzsbxemqLs6yHW2gIbh92HbU07m8HLlehTxAjbfJ7g/cRinHKoMmqwePQc2g2fEkjg1A3l4MjQcle2fTQUmZZG/xb1c0hCMGJON2GrFXO7Hk1eGodSL65GiGDPFPyOnHjMGj0fLlvlpe3lhGWbONhBA9d0wdxFWj405YV98HbhusfQx2vATBydLrnjjxtF8XURSpyG8lItGE4SQK7O1lrTyzpphtZa2EGSXyaNGQAMyP/xXLqlXoRo9GfuctfPHKM4SpzFydUoxi2i95S1zA/60pRyWX84cL07lmbHy/zh1nioKCApYvX47NZiMnJ4fMwWPZ8UUFtYfaCY42MPnKVBKGH932diy0O9t5p+AdPij8ALvXzpzEOdyVdRdDQoac0jGJokjn0qU0/d9T+Do7CbnhBsJ+9jPkBj2H2w+zqXYTm2o2kduci0889uTE2YRcJkeOHLlMjkKuQIYMhUyBXN6zvPtHIVMgk3X9/ojl/Vmne/lAbKP3cjnSsffnbznW8qO212t/jfZGntn7DE32Jq4ecjUPjHoAk/rcvyYcSIg+H57q6l6WslIpkLqszN/YLgLExkByEsTFIkZGIoaG4DMZcHs8xyWduq14gu/kKie1UonS6UZhsXDr12vOk0Y/JESfD0duLpY1Ug6Sp6pKqtkeMcIfpK1OSPh+juUIC5y7to59BQoOm2MI9tSTefhtlM3VfZ8jFyFEiz5xGKqYOL8FThEYiPOglEvkOHhQ8k0qFGiHD0c/doxkNxs9GoWp70mgPK+F9e8X4bB4GDUvgbEXJh+zTeaHgiiKuMsrpODqbduw7djpb27TDB3aM3AZPXrAcjt+aIg+EWeRlFXkPNylKhoSgmFcFNohIWcmtz+Psw5PY6NEUK9YgX3PHhBF1CkpBMyTMpA0g88sY+PgplrWv3+IGYuHMmyyROQILpdU97liJZbVqyW7qVxOwAUXEHjxRWyPdfCLLb/hjsw7+Pmon/drP6Ioctm+EortLrZPSMfUzwtgp9PJCy+8gEaj4a677kK57F7I/xRuXw2xXeGZBcvg4xukFpy5f+vfH+51Q8lqiUA6vEKyXYQNlsijrKulquoBQKfDw9OrD/Pu9kpMWiW/njuEa8cloDjOxYDoE2l+NQ9PnZWIn41EGabrIXWcPj+5c3yiR1L8dKuDemcDHQs+mYCgArlOhcakRWlQ9yV6uu7LdErkOkWf5Y7CfFpffBHb5s0oQkIIve02gq+95pxoDvVbyLqaxzxdlfTuGunW29jYZ32ZRoMqNlaqpI/tqqTvrqePCkex41+w/QWIzpaUIqEpJ9z/rm/K2flVOUNzoph5Q/oJ1ZvV5mr+tuNvbK3bSkZoBpNiJ/F58ec0O5qJD51InvoSEgKSeXF4ItmmH/617Uanx8tVuaUUWZ28mZnMrNBTt3yKgoC7ogLHvv3sLlrD28pd7I9yYrKLXLRT5CJzCqEZo6S2thHZqJOSTnq+27dvH0uXLiU9PZ0rr7wSxUkaI4+Et8NJ8wu5iEDEPdkog08zc+kHsqMNBBwHJVueOjGA0BuGYa22cnhlBY7yToJVCoJUMmTdRFJ34Ha3IinWiCraiNBYjHPzl/gKN0FzIWqVGU2gF7lSep6IDALjkUVnQUQ6juAhfNUQxH/2CtRZvAyLDuCe6SlckBGF8lTULpVb4ct7JVXpuLtg9l9AffrjOVEU2bG0jD0rKjGGaLjo/hH9yv3ZWd7GM2sPs6WklVCDmjumDuKS1gPUPfUPtsYEowkM4vq/PIRh2xNQ9DWEpNA4+a88uDuUbWWtTBgUwhOXZ5EUdvbHog6HgzVr1rBnzx6CgoJYuHAhcmsgWz4rwdzsIDEzlElXpBIcdexjaXG08M7Bd1hyaAlOr5P5SfO5I+sO0oLTTvlYXKWlNDz6GPadO9FlZ2N8+Lfkmtoloqh2E032JgDSQ9KZHDuZzLBMVArVCUmU1ZWreePAG9yQfgNXDL7iKBJFIesiRXqTKPKe5W/XtvNoWT03xoTxxOCEUyah/xdh89h4bt9zfFD0AaHaUH4/7vfMSZzzo3ZpHAuiIOCpqenTVOYnh1w9FmBlTHSXrSwNTUqKZC1LSTnta01RFPG6Xccnlo64dZo7ufZv/zxPGp0rkJrYirGsWY1lzVp/S5Jm8GCJQJo9C016+vfygXHaPKx6/SDVBW0MnxrLlKvTUCjlPRa4rjyltkOr6CjZhMZsQtNpwtvU3GOBUyrRZWR0BVePRTdyVL/ac5w2D1s+LaZoWwMhMQZm3phOZNIPlx/ibW7G1mU3s23bhrehAQBVTAyGSRPRT5iAYcIElKH9m0n5scDb4cK2qwH7rgZ8ZjfyADWGMZEYxkWhDDp7waPncfbgbW7GvHo1lpWrsO/aBYKAOikJ0/x5BMybh2bo0FM6v9g6XHzw6A7CE4xc8uDIo57ryM+n8qabUZhM6EaOwLZ5C4LVil0j43BGEBfc9hgBk6cev9a4F75p7uC2AxX83+A4boztvxLzm2++YdeuXdx2223Em3dLF2HT/wDTfy+t0FEFL02GkBS4dSUoTyOw0tEOB7+EvI+haqu0LHGSRCANuwR0Qae8SUEQ+Xh3Nf+38hAddjfXjIjjwXGJBMpkCPZjET09ZJDP6sHbLJUHcLKvaBlHK3qOQ/TIun6HWkZzZysV9dWUV1dQVVWFp8tuFRkZ6c9ESkxMRKs9+bnCvncfLc8/j23LFhShoT3kke7sWix8ZnNX2HQ3IdSjGPLU1fln8wDJQhYVhTo2tqeaPq6rpj42DmV4GLKTXQgc+ha+vAd8Hlj4H8i66oSr7/iqjN3fVDBsUjTTrx96FHHk8Xl4u+BtXsp9CaVcyQOjHuDqwVejkCuwe+y8V/gebxx4A4fXCaYZtAdcyu/T0rk7Phz5DzzwNnt9LNpfygGrg9czkpgbNnDlD3srtvLizmfZ7jiIyaNk4W6Yt9WJ3i1Z8nXZ2V0k0gh0mRl9Bt0FBQV88sknJCcnc91116E8xRBSn81D80u5+CxuIu7ORnWci+QT4hy1o50q7LnNtC0pwhWoYV2dHa9PJGtmPGMuSEStVeJtc0rNbbVWv71NsEsz36IoIlob8XVWIzqbUMca0Y9JwzhpDKpAkHXnJDUdxFt/EHl7GfIuWaMbFe7gVAzxWcgih0v2toh0CIg5MenmtsO6v8L2FyXS/5LnpRy7M8TOr8rY9U0FKaPCqSvpRPAKXHhvFjGpQf16/u6KNp5ZW8ym4hZiNB6uqPkMtbWDnMIKIidNIfqvj6Hs2A/LfwttpYhDF/B11P089J0Zt0/gV3MHc+uk5FMjzk4TFRUVLFu2jLa2NrKzs5k9cw4lO9rYvbwcr1sgc3ocYxYk+fOOmu3NvHnwTT459Aluwc2FyRdyR9YdDAo8dTu94HTS8tJLtLz+OnUxWg7fOJndoZ3sa9qHV/RiVBnJiclhSuwUJsdOJlzf/4zUM803AnispI4Xqpv4fXIUDyb9eHNMv28cbDnIo9sepbCtkKlxU/nj+D8SY/zxNGV3QxQEPLW1EjFUWiJV2heX4Cor8+f4Aiijoo7KHFKnpH5v7bMnwvlMo3MY7pparGvXYFm9BvvevSAIqGJjMc2ehWn2bH8w1UCjtdbK8hfzsLa7mHrNYIZPOXFjUEPDMgoKf4PRMITsjFeQdwh4W9vQpAw6oxnjygOtfPdeEfZOFyPnJjB2YTLK/kqLzwA+qw37rp3YtklqIldxCQCKwED0OTkYJkzAMDEHVXz8T5DxFnEeasO2owHnISlYXTs4WFIVDQ09ryr6CcHb2iopkFatxLZjJ/h8qBITCJgrKZC0w4ed9P397cv5VB5o5Zo/jSMosu9n3XnoEJU33oTCZCLx/fdQRUbidTl56oXFhG4/xJQyLVisyI1GjDNnEDB/PoZJk45ZDuASBKbtLEIjl7N2zBCU/ZTcV1VV8cYbbzB+/HgumDQCXsyRgkxvXSm10Pi88NaF0sXH3ZsgJLnfr99x0V4BeZ9A3hJoLQGFBjFtAcLQRQhROQhuGWIvkkdwdhE/vRQ/eR12/tXeQYHXSyYKfoGWwRz/3CdTK7rIHoWf/BHdPlylnahiDOhHRfqJoB7yp8v+pVac8XnM6/VSV1fnz0Sqrq7G5/Mhk8mIjo72ZyIlJCSgOUH5g33vXlqeex7b1q0SeXT77QRfs+i0ySPB7cZTKzWOHUsx1K0S7YY8MFAigrptY3FxqGKl+8qYmH6RmydFZw18ehtUb4eRi+GC/zuuikEURbYvLWPvikoypsYy9drB/v/VvqZ9PLbtMUo6SpiTOIffjf0dkYaj7YhtzjZezn2Zjw59jChTYjFewOiEq3k+YwgRmh/G5mfx+rgmt5Rci53XM5KZN4CEUW/kN+fzUt5LbKzZSIDSyFWyMSwo0CHfexB3WZm0kkKBZshg9CNG0DRoEEvLyoiOieGGG2444Xv1WBDcPlpey8ddayX8tgw0g4JO/aB/ZHa040EURA7tbKDyy1KGI2LWK4m5M5OgqB67oOjx4Mg/ICm3t27DnpuLTGFAETYIzdBxKCPSQBaAYOu5zlAEqlHFGFHFGOkwKXm/ooW38uuQC05uSnVyfbKdBG95F6FUAJb6noPSBvW0t0UMg8guMkkbCFU7JEK3rVTKupv9CGjOLGcUYPfyCnYsK/MrBi1tTr76by6WNidzbx3OoJH9Jy52HK5n1VN/QWVpYk3S5cwP1zLzvacwalVEPfYoATOmwrbnYeNTIApYxj7Ab+qms+JQO1lxgTx5RRbp0Wd/Atbj8bBx40a2bNmCVqvlggsuYFDCYHZ+VU7Bljq0ehVpF5rYYviWz0o+wyt4WTBoAXdm3UliQOJp7bN5/WrWvPUYuwLbyMsw0KiWojbSgtOYEjuFKbFTyI7IPqNgZYvbwqKvF+H2ufnkok8I1gaf0vMFUeT+wio+a2zn6aHxXBv905poPpvwCl7eL3yf5/c/D8B9I+7j+vTrUcrPvXBxURDw1NVLDWW91UNlZX0iYJSRkccgh1KOcuCcSzhPGv1I4G1rw/rdd1hWr5Ga2NxuFMHBGGfOwDR7NoaJE/vdxHYilOxpYu07hag1CubflUl0Sv8Gcy2t68nPvw+tNpoR2W+j0w1MNbXL4WXrp8UUbKknOErPzBvTiRo0sANM0e3GkZfnVxI58vLA50Om0aAfM0aym+XkoE1PP/lM8o8U3k4X9l0N2HY14Ot0IzepMIzpyioKOa8q+qnD296OZc0aLCtXYdu+HbxeVHFxmObNJWDePLSZmUcRC6X7mljx8gFyLkth1Ly+Az1XWRmVN9yITKUi8b13/S0l7xW8x5O7nuThCQ9zVfKl2LZvx7xyJZY1axE6O5EbDBhnzCBg/jwMkyf7qz5fqmrikdI6PswaxIx+Wlg8Hg8vv/wyHo+He++5B80n10m2g7s3Q1hXptPav8Kmf0rtVplXHndboiAiuk5M9Egqn77rCFYHosODKJxkYKOQIdcpadfIeNFp52ubnTClgl8kRbAgNhiF/gRKIK3yuGRu57flWDbUEHLtEPTZ319zlsfjoaamxt/MVlNTgyAIyGQyYmNj/SRSfHw86l5EjM/rxdrWSvOWzdR//ikdlRU4A0x4E+NxKBU4LGZkcjlypRK5QoFcrkAOIAjIvD5kXi8yjwfcLnC6we1CLojIEJGJIJfJUOj0KA0GFEYDSlMASpMJVWAgyqBgFDodCoVC2n73fuQK5EoFckXXPv0/ShQKBTKFotetss/v5Qq5dKvsOtbu7clEFJv/hWzzv5GFD4ar3pIuZI8BURTZ9nkp+1ZXkTkjjuxLIvnPvv/w6eFPiTZE89D4h5geP/2k/5MqcxXP7H2GVZWrEOQBEHIl/xp7I/Mjvt8LF6vXx7W5Zey12Hh1eBIXhged9X0ebDnIS7kvsb5mPSaVicXDFnNt7EWoCsv92Ug1VdV8N2E8BpuNOfv2E5iRgW5ENvqRI9FmZPSpHT4WRJ9I63sFOIvaCLluKPrM02h6rd0Dn9xy2nY0URTZ2mHlg/o2imwOskx6xgQYGBNoIE2v+d7UZbWH2tnyWQnNVRYiEk1MzAhB3FKHNiMU4ziVVBSybRv2nTsRbDaQydAOG4ZhYo4UYD1qVJ/XW7B7/I1t7jor1kozsnYX3aMxp0KGOtZAQFIg6i5CSRmmk5R59rae9ramgp77bkvPAatN0mNNAIy9XcqoCxt8eqrTXti7spJtX5QelU3msLr55vk8GivMTF00mMzpJ27xAhB8Pr586q9U7N9L5s0P8EG9ie8ONROkkXN57S4u3P45MQsvIPKPD6EQOiWVWsGXiMHJ7Br6W+7ZGU6nw8O901O4b2Yqmu8h36yhoYFly5ZRV1dHWloaCxYsoKa5mafXPc9u9XqQweyI+Tw4+T7iA+JPur0jUWmuZH3hctbtXEKevhWvUoZOpiEnbhKT4yYzJXYKUYaBVfQUtBawePliJkRP4LlZzyE/xSIgtyBwQ145mzssvJM56LQsuf/LqLPW8fiOx9lYs5H0kHT+kvMXhocN/0GORRRFvHV1R2UOuUpLEe12/3rKiAg0qSmouwmi1DQ0qSkoTqFU5FzBedLoRwif1YZt86aeJjarVWpimzoV06xZGKdPO2WmUhBEdi6TPNeRyQFccFcmhlMMNu7o2E1u3h0oFHpGjngbg2HgwnarCiTVkbXdxYhZ8Yy/eBDK02wiEQUBV3FxF0m0FfvuPdIHXC5Hm5mBYULXwGXkiAEh4s5ViIKI83A7th31OIvaQARNWhDG8dFo00OQfQ9S5vM49+Btb8e67jvMK1dg27YdPB6UMdFdCqS56LKzcTt9fPDoDvQBaq78/RgUvd4r7poaKq9fjOj1kvjuu2gGSeqd4vZirvn6GibGTOTZmc/2IaFEjwfb9h1YVq3EsnoNvo4O5Ho9xunTYfYc5qlDyQoP4YPsE+fA9Ma6devYuHEjixcvJrV9vRR0feE/Ydwd0gplG+CdS2Dk9ZINoQs+i5vOlRV46qxdBJAP0eU9sc1LBrI+hI6il71LiVwjQ24tRd6wDVnDFuRCO/LAEOTD5yAfeSme0ETe2VbJM2uKcXp93Do5mftnpmHUnNksmugTaH4lH0+9jYifj0QVdvYbdY4Ft9tNdXU1pYcPUX6oiOaaamQeF3KvB4NSgVoUEJx2nGYz4hHNLBpkaO0O9DIFAUnJCG43XqsVn82G12FHFAQEmQyx+0ejQabVIKrVoFYhKlWISgWiXI4oky6++v54Ebw+BEF6/H1DLhORIyJXqZGrdUcQUz1klc3socDQxK70ShwqD+MtKcy0DUcr1/SfrFIoaHa1sK52Ew2OWrwKE0kRk7kuZSxalero53dtU6FQHkGOKfoQavqAIJT9UGHZfD6uzy1jl9nGS8OSuCgi6Oy/wL1Q0FrAS7kv8V31dxhVRq5Pv54bht2Ao93BW2+9hU6p5IqoKOT5B3Ds34+7slJ6olKJdujQHkvbiBGoYnuqzUVRpOOLEmw7Gwi6JAVjzilaJ87Qjtbg8vBRfRsfNrRS4XAToJQzwqTngNVBm0d6TwcqFYwK0DM20MDYAAMjA/QYB5g46Gi0s/XzEspzWzAGa5hwaQrJCWDfsR3btgZE2XA81dtx7nkTVUJ8VwZkDvrx41AGn1i1IYoiW0tbeXF9KZtLWghTK7l7WAwLIgPRtrkke1uDzR+4LVPJUUUbpJykWIlIUkXqkSnl0uvdWS1Zirf8B+ytoAsGpxm6Q5HlSghN61EldSuUAhOgH5OH+9dUseXTEtLGRDD71uFHBVJ73D5WvXaQirwWRs1PZMIlg46r+BRFkVUv/5cD361i9u33kT3nAgByqzt4dm0xa4uaMMl8XFK4litth0j722MYxo+D0u/g299Cy2HcKXP5P27htYMiqRFGnrwii9GJp6aUOR0IgsCOHTtYtmEZhaZCKowVyOQyZgXNJ2lPDrIGI0lZYUy6IvUotfKRcHqd7G7czaYaKcS62iplrMa2wsSAbObMvZvRseNQKwZAEXoCLClawuM7HucXo3/BrRm3nvLzrV4fl+0rocTu4vORqYwMOHdy5n4MEEWR1ZWreWLnE7Q6W7lu6HX8bOTPMKjOjn1LFEW8DQ1HZw6VlCD0IocU4WG9SKFUf+aQIvDsKGl/CJwnjX7kEN1ubDt2SiqBdWvxNXc1sY0fj2n2bIwzZ6CKOPEMs8vuYfUbBVQeaCV9YjTTrh1y2uHTFmsR+/ffjCh6ycp6maDA0ae1nWPB7fCy9YtSDm6sJTBCx8wb0/vtCffU1krVrFu3Ydu+HV+bZL1SDxrkt5vpx437UTK/pwqf2YVtV6OkKupwITeqpKyisVEoQ3+Yi8rzODfh6+zE8t13WFasxLZlC6LHgzIqis6EMRzyDGb2368iMjnIv76noYHKxTcgWCwkvPMO2iFS7bvb5+bab66lxdHC5xd/Tqju+OoG0ePBvmuXP0Tb196OQ6NBN3UasQsuxDh1ykltrw0NDbzyyitkZGRw+dQsKbMocSIs/kyaube1SA1q2gC4cz2oDYiiiH13Ix3LyxHdPrRpwX4SSKZVINepeixdvQmibotXf1tqnJ1S8HbeR1CxiS2+4Twiu5tidyjTUoL486XZpISfuS2iG94OJ43P7EMZpCHi3hHIzlKxgCgI2Do7MDc3YWltxtzchLmlGXNLE5auW5fN1uc5MrkcNFo8MgWiSg0aLUERUcQmD2JQ+jBS0oeh1Ruw79pF8/MvYN++XbKQxcb2DZqOkzKGVLGxZ2QhE0VRIpIEXw+R5PX2JZh8QtettMzn8yL6fPiO83vB6z1qez6fr+c5DjNC0XKEjhqE4BSEhEkIyPsQWy1iB8sMuynRNhLWaWR2TTrJ6pBex+pFEIS+BFjv/XYd15GE3EDCGBJKUGQ0gRFRBEVGERgZJT2OjEJnCsAhiCzOK2N7h5UXhiVyaeTZv2A9Horaing592XWVK1Br9ST0pnCcOdw7r3lXoJ7kRfetjYc+3Ollrb9+3Hk5/vtBcrwcD+BJKqG4SzwYJoRT+C8pFM7mNO0o3kEkTWtnXxQ38baVjMCMDHIyHXRIVwYHoReIUcURcocLnZ32tlttrGr08YhmxMRkAPpRi1jAgwSkRRoIEGrPi2rqtPmYdc35RxYX4tCJSMjzUdi+06c27fgLi0FQBESgn7iDaAcjnaYidDF2f06Z/oEkRUHGnhpQyn5tZ2EmzTcNjmZ68YnEKDtazUSfQKeRjueXqokT70N0dVFBHUHbkepMNrfQFX1FphikF3yHKTMkMoNWku61EgHe1RJnVU9O1EbJUub397WRSgZer7TctdVs/njYlJGRTD3tmHHrZwXfAIbPjxMweY6hkyIYsYNQ/tMwHRj6ycfsO3TDxh/2SImX3PDUb/Pr+nkmbXFrClsxOB1cWnJBm4ZF8egX/0cuUIGO16E9U+C4KU8/Q5uOTyJSovIzROT+PXcIRjOcHLiRKg2V/Nq/qssK10GIiSaE5mmncb1F19PaEgYeetq2LO8FNHrJmtqBCNnRaNR+aRiCZ+HGnM1m5r2sLkll50dRTgFDxqUZNbKyT7gYKI6nhFXzUEdagCvS8qL87nB13Xf6/Jvy7/M5+61rgvCh8KCf4Gqf+Pfgcg3anJ5WLi3GJtP4OtRaSTrf7oT1GcLFreFZ/Y+w8eHPiZCH8FD4x9iZsLM096eKIp4Gxt7EUPFuEtKcZWWIlit/vUUYV3kUHcYdZeCSBEUNAB/1bmN86TRTwiiIHQ1sa2Rmtgqu5rYsrMxzZmNafZs1Il9bSRt9TaWv5iHpcXJ5KvTyJgWe8b5FnZ7Jftzb8Hlqid96JNERV18Rts7EjVFbax7twhLm5OsGXFMuCQFlabvjJm3vR37DimXyLZtm9RKhzTQ0+dMwJAzEUPOBFRR/xthdILDi6u0A9veJpxFrSCAJjUIw/godOmh0uzbeZzHCeCzWLB+9x1Nn32Na+c2FKIXZXg4prlzCZg/D1VCAlU334K3qYmEt95Cl5nhf+4/d/2Ttwve5vlZzzM1bmq/93m408ovPvyS24tyGb5rG77WVmQ6HcapUwmYPw/j1KlHNUcIgsBrr71GR0cHP7vnLvQfXiq14NyzDQKiQRDgg6uhfCPcsQ6iMvA02+n4ogRXWSfq5ACCL09DFX52Z/9q2u08/uVevj3USbyinT/LX2e26gCywXMh+xpImwvKgRlIOgpaaX2nAMOEaIIvPT0FqNftlsig3kRQczOW1qau22Z83r71rRq9gYCwcExh4QSER2AKlW4DwsIJCItAHxSEXK7A4XBQVVVFeXk5FRUVNHSXDahUJCQk+O1sUSEhKM+BZrUBhyBIiod1f4OgeElpEjsKj+Dh7YNS0LVCpuDnI39OzL6RFGxqOKk64VgQBaEXYeXF43Hzn7zP+LroXeQ+C4OCRvOb7FuI0Ucfl+w6apnXi629jc6mBjoa6+lsbMDa3tZnvyqdjg5TMHWGIMYkJzEmOclPLAWERaA4xbDpgcKeqj08svIRKtQV6BQ6rku/jpuG33TcrBLR68V56FAXiSSRSSiS0Y5YjLt6KzLvXvTdaqSRI08+vjgNO1qp3ckH9W183NBGs9tLpFrJoqgQro0O7deFp9nrY28XgbS7084esw2rTyITw1RKxgZKdrYxAXqyTHp0J1Ac+7wCeWsr2f1NOW63SIKriPh976FxdiDT6brs/TkYJuagGTwYmVxO56oKLOuqMeREE3RxynHfv06Pj8/21vDqxjIqWu0khxm4c+ogLhsZi/YUsi1FQewJ3K6zIpTvxNj4V1RUY/XOp9N3K4rQUFQxXaqkGCOqGAMKYy/y2WmGpsK+9ramg1IBQjeMkRAxjHzbXDbmDmXQUBVz7x6FQnti9YMoiuxeXsHOr8qJHxbC/DszUGt7Pg/561ax6uVnGT5tFvPuefCEn/cDtZ08u6qIVYdaMHgcXNF+kPt+dhmR2cOgowLWPAqFyxBMMXwddB3PloQTH6DkgemJjIjWH0GuuI9Puhy1rPe60rIKn41XhTa+kTlQAld5FNzkEAhxOPA4rCjwoZKLyEUvsl5kthvYq9WwSa9jk05HuVoiBuM9HiZbnWTky0ncoUavEogc1Ykpznnsj4xCI31/KlSgUPf8HLlMrpBUxykz4JoPQdW/OIYzzTcC6bN80d5iTAoFX49OI1z9w2TM/dixv2k/j257lJKOEmYlzOIP4/5wzHy/boiiiLepuSdzqFtBVFqKYOmxrSpCQo7OHEpNPakq8qeM86TRTxSiKOIqLsayZg3WNWtxFhQAoElLw9gVpF3vCWfNW4UoVXLm35lJTFrQgO3f42knL+8eOjp3kZz8IMlJPxvQ0Gi308v2L0rJ31BLQJiWGdekENRZgr1LTeQsLARRRG4woB83zj9wUaccf5DyU4LoFXBXmXGWdOAq6cBdbQER5AYV+jGRGMdGofyBrCrn8eOF1+1jyd92InPZuSDHjn3taqwbN0q1oF2h/JG/+x3B112LrOtCcHv9du5YdQeLhiziTxP+dEr7u6FLmbBtwjBCFTLsu/dgWbkC86rV+FpakGm1GKdMwTR/HsZp01EYDWzdupVVq1ZxxRVXkNn6Daz/h5QZM/wyaaNbn4NVf4QL/4k46jYsG2swr6tCplQQdGEy+jGR/VcNnQacHh8vbyjjxQ1SwP5901O5Y0oy2pYDkvoo/1OwNUmhrRmXSw1s8ePPuGq74+syrJtrCbn+6LwVURRx2qxdRFAT5hZJJWRpbsLcpRqyd3b03aBMhjE4RCKEwnqIoG6CKCAsHI3+9OTidrudiooKfyZSc3MzADqdjvHjxzNhwoR+tbL96FC1XQrJtjayf/I9PGo54B8I/37c74kyRCEKIuvfL6JgSz1jFiQx/qJTbxk6EhU2M7dufp7Gxs+Ri24uSb2cB0fdR5iu/y2FveFxOTE3N9HR2EBzfR2fFR7G1tTIEJcFsa0ZX1fTHoBMJscUFk5QZCSBfqVStJ9U0hoGTnXXGzabjTfffBOz2cz0K6fzRf0XrKxYiVap5Zqh13Dz8JsJ0Z5Y8eM4INXKK0N9yMTdOHL348w/4K9JVkZFdamRurKR0tORqdWSPWrHy7DqT/2yo9l8Pr5u6uTD+la2d9pQyGBOaADXRYcyMySg38UAx4JPFDlsc7Kr08Yus409nXbKHNLxq2QyMk06fy7S2EA9USolzkOHOLw8l32HddhkJoLbCkkr/5LwQaHou3OJRow4pupPFEU6l5dj3VSLcWocgRck9RmTdTo8vLe9kje3VNBidZEdF8jd01KYOzwKxZmcl70u6btgyzOIphiE2f/CrRqLp87mb27zdfTUW/cO3FZ3EUqKIE3PsYoiWBok8qgrL+lggY711ReRpNnJ/KCnUMgFqXihW40UkS6pWY5BxBQU6li/PZrQIDsLJx/AoLJRVtnGl2urSIjUctnkQBSip19EzkFXGP+1zWGFbzQm7NysWMltyuUEyWzHeXFOFbIu8qUXAaOUSJgypYJX1F6+lbtQy2RcLQviFmUEYUqDn6jxiHIqa+pobG1HrTMSMHgQeRoH6ztr2OGsxSX3oRTljNQmMDNyOJODhxO8u47G1z7DZ7YScvl8wm67HkVAUC8yqJsY0khE0Kl8X+57H5beB6mz4JoP+j1Zc6b5RgB7O21csb+UNIOGL0akYvgesqZ+iug9waKUK7l/5P0sGrwIsbXtKGLIVVLSpwRDERzsJ4bUKSmSvSwtFWXIj6+A4GzjPGn0PwJPbS2WtWulIO09eylPmEdF0gKCVVZmXxpB+LQx/ou8gYIguCgs+iMNDV8QFXkp6el/Ry4fmJlz0efDefAg5Sv3s6M4ELvcRGztBlKqviEga1iXmigHXWbmgP9d5yIkWaUdZ3E7rpIOXGWdiB4B5KCOM6FJDUKbGow6wXReVXQep41tX5ayd0UlFz8wgvh06QvV09RE5fWL8dTWIlMqpZD+kBBMc+Ygzp7EDfVPoFfp+fiij9Ep+09UbmyzcHVuKQ+nxHBfQl+Lrejz4di7V7KwrVqFt7kZmUaDevx4Nvm8qCdN4pq52chenyMFXF/+ivTE2r3w+lwYPA9Xzgu0f16Ct9GOLiuMoItSUJjOXhaCKIqsKmjkr18XUNPuYEFmNA8tSCc26IjXxOeFsvVS+1rh1+B1QHCSRB5lLYLQ/uc6dUPw+bA0t1D1xjbMTU3Ixxqx2tu6bGPSj8fp6PMcpUp9hEKoFzkUHoExJBSFcmBnRkVRpNntpdLppsLhotLhptLposzqoMLuxOr1EddSz9D2Jq4ekszUCRPQnWaz2rkKc0clz3x1I5/4WomQqXho4qPMTOur1hUFkXXvFlK0rYFxFyUzdsGZt/4Josi/Sw/zSt7LaCzr0CjU3JpxMzcPvxm96vTUXU6fwC0HylnfZuHpofFcEx2KKAhYO9robGigo6lBUig11HcplRpwmDv7bENrMEpkUmQUQRESsRTUZX0zhoYil5/6RZbT6eTtt9+mubmZxYsXk5SUBEBpRykv573MivIVaJVaFg1ZxE3Dbzomeeaq6KT5tXzUMUbCbs9E3pWxKLrdkhpp336/rc1TVweATK1GnzmYiCGVaIVDCEkzkV/9+jHtaKIost/i4MP6Vj5vbMfqExik03BtdAhXR4UQeRab71rcXvaYbezulBRJ+8w2XF1D/fDOTmKbvUSataQ1tDJfU8PgGUMxjBvb7yxNURTpWFaKbVs9plkJBM5JpNHs5I3N5by/owqry8uUtDDumZZCTkromU/01e6BL++F5iIYeQPMe1xqTDsCvQO3u+1t3maHP89Orld2EUmGowK3C7fWse6dIhKHh3DBVXoUrQV9bW5t5Zw4GA8qXKNY2fEbdPJOcgz/Znl1OCFaN4uG1aNWq45BkKi6iJtjLzvYqeM/+42sZigG0cWNCe3cmSUSrFNA5RYo/ApR8FIUNJ1/NY5Epg3g1qmDyRkc07MtpaavUkehBsXRY+ri9mJeyXulD/F607CbjmlF9wge9jft56sDX7G+cj3tSkmxFa2PZkrcFFKdWdjWBOBqFRmc4GHQgfdx792FNiuL6Ef+gnbYsUsDzgh734Fl90PaPFj0br+JozPNNwJY3dLJzQfKmRps4p3MQajO4qTVTxGiKOJrbcVVUkLDgV3s3vYFqsp6kloV6Bw9OYWKwEDUaalH5Q4pQ8+32PUX50mj/zG4HV5WvZJLZWEn8VSQsv0F5E4biqAgjDNndjWx5Zy0KaS/EEWRisoXKCv7N4GBY8jKfBG1+tTZW1EUcZdXYNu2VWrd2LHTLyNUpGdSnnYZJeZITCEaZtyYTvzQnz5D7O104SruwFkiEUWCVZq9VYbr/CSRJiUQufanT5qdx9lHS42Fj/++myEToph1YzoAgt1O1Z134tifS9yzz2KYMB7rps1YVq7EvP47/j3Xxa7Bcp6pm87oaYswTBiPTHXyix2fKDJ71yFsPoGN44aiPYFFQhQEHPv2YV6xgsYvl6K2WECtwhgjEJAkYHxsFYqIOMli8PJUBK+SzqS3se1uQxGgIeiSFHTDzu6goaTJyqNfHWRTcQuDI408ctFwJqb2Q8XhskhZJ3kfSRJ6RIgdI9nXhl/uz9HwOJ1H5QeZu1RDltZmLK0tiELfPBudKaCvSig8os9jXUDgWVFlugSBaqebSodEDFU53FQ4uwgihxtHr+OUATEaFQk6NUk6DTJgeVM7HT4RlddDSnsTF4UHcvu4UQQafty2NVEUWVm5kid3Pkmbs43rgzK5L28VBn0YXPGalMnVC4Igsu7tQg7taGDCpYMYPT9pQI5jv9nO3fu309b4Phr7TkK1odw74l4uS7vslOqqXYLArfkVrG0z8+8h8VwX07/PmNthp6OxwU8idfrv12NubuoTVi5XKAmMiCAwIkoikyIi+2QpqbVHE4oej4f33nuP6upqrrnmGgYPHnzUOmWdZbyS9wrfln+LWq7mqiFXcWvGrX7yyNNgo+mlPBQmFeF3Z6MwnPh18TQ2SeTR3uUEWJagVDpoyg2g7ZABVUxsT8D2yJHYU1L4os3K+3WtFNqc6OQyFkYEcV10KBMCDd+LUvpIe7+9tpaC5Ay2TLicg/GJ1IYp6dRLJJlOLiPbpPfnIo0OMBCqPvmYQxRE2j8vxr67ka2xGv7U0IpXEFiQFcNdUweRETsA4bFeF2x4Ejb/R7KPXfwspM05pU0Ibh+ehm4iyYa79ujAba9JTVW9DXmEnlHXDkEbd4zJObcdWoulSYFjkT5dBE1jtZOlz27G2vgu+gA9i5/4N8bgMxvP7v7oG55dcZBNEenoFDJunJLCHVMGESp2wOo/Q94S3IYYnuImXm3N4IKMaB69ZDgRppNfBxS1FfFK3iusrlyNQWXguqHXccOwG46yazXbm9lcu5lNtZvYVrcNq8eKUq5kZNhIIu2RuA+5idZEs+DCBaSnp+O22Cj8479Qrv4EQaHCteAWMh++E43xLGb/7H4Tvn4QhlwIV73dr/a83vlGb81/ixERI05r1+/XtfKrQ9VcFRXMs0MT/iccEacDb2vr0ZlDJSX4Ojr868gDA7DFhbJLV09ZsJf0MXO5Yu4DGKPiz7+uZ4jzpNH/ENobbHz7Uj4dTQ4mXZlK1ow4RLtdushbuxbr+vUIFgsyvR7j5MmY5szGOG3agIRDNzZ+Q0Hhr9FoosjOeg2D4eSz5Z6mJqmatSu82tudcxEb669m1U+Y4JcQ1pV0sO6dQjqbHAyfEsPEy1NR6346hIng9OIq7fSTRN5mSRkgN6q6SKIgNKnBKE+x9e48zuNkEHwCn/3fHixtTq57ZAJagwrB7abm7nuwbd9O7L/+ScAFF/R5ztKiz/nTjr9wS8NgFnxciWCzIQ8MxDRrFgHz5mLIyZGsGsdA9wDqleFJXNzPhqV9+/ax9MsvWTh4MPEb3se8qwSvQ4FMpcIwaRKmkBqUgguL4WF8djDmxBAwLxH5WQwBtTg9/HddCW9sLkenVvCL2YO5IScR1Sk0E4qiiMPcibmiAPP+rzEXbcfS3o7Zq8MsD8PsVuF0uPo8RyaXYwoN67GL+e1j4ag7VLiXNxM0JYmgi05dtdSf423z+Kh0uKh0uql0uKjoUgxVOdzUuTx95tt1cjmJOjVJOjWJWo2fIErUqYnXqtEc0VTkFUS2dFhZUlHHynYrdrkCjdfDBIWPW4amMCsq7Ec3U1tjqeHxHY+zuXazVCM88S8MDx0Odfvh01ugvQKmPwRTfilZL7ogCCJr3iygeFcjEy9PZeTchAE5HpvXx0PFtXxWuZMoy8e47IUkBSTx4KgHmZkw86QDb7cgcPuBCla1mnlqSBw3xJyeze1ICD4fltaWPvlJHU2NdHbdd9qsfdbXBwYRGBHpJ5ECwiPZnX+AqsZmLlu0iKys7BPur6KzglfzX+Xrsq9RyVVcNfgqboi/HtmbtYgiRNyTjTKkHxNsR9jRhEtfwdWpx96VjWTbn8uuoFCWT5zBppFj8ShVDLd1crVOwVWZQwiJCD/5Ps4AgtOJY+9ef1mIs6DAb+9Xj82hMm4WRQ2BiMCIWfGMmp9Eq0xgt9nuVyMdsDrwdF0PDNJpGBOo94dsDzZoURzxntlX1c7L60sYV2BhLiq2JOrIuXoYCaEDRP7W7Ycv75FUPiMWS+oiXdCAbFr0CXiaHHjqrDTtbcJ8qI0glRxF94lNLkMVqe9RJcUaUUUb+vVdYzd38v5Dv8bS2oEu6Brm3zON5Kwz//x4GhrY+vATvOEIY2PsCHRqBTfkJHHH1EGEte6F5b+GxgNUBY/nzuarqVcl8PDCYVwx6tg5pwdbD/Jy7st8V/0dJpWJ64ddz+L0xQRqJLLPK3jJb8lnU80mNtduprCtEIAIfQRTYqcwJXYK46PHY1RL9tPa2lqWLVtGY2MjY1Uq0r5bj6+mBv28CykbfAUF+U50JhUTLklh6MToo9roBgw7X5Vei6ELJVu74uREee98o08v+pQgbdBp7fpf5Q08VdHA/QkR/DHlFBsYf0IQRRFfW5vfSubu1Vrma+/JEZObTMfOHAoPRyaT0enq5Ok9T/NZ8WfEGmP54/g/MiVuyg/4l/34cZ40+h9BRX4Lq18/iFwpZ94dGcQNOTrIS3S7se3chWXNaqxr1+FtbgalEsO4cRKBNHMWqsgTN7GdCJ2d+8jNuxNR9JKZ8TwhIX1nTn1WK/adu6SZre3bcBVLmR+KoCD0Eyb05BLFxx93Hx63j53Lyti/thpjkIYZNwwl4SyrCM4WpFwii58kctdYQJBmtjSDAtGkBqFJCUIRqUcmkyEinWyl265tINL7I6pWyM/el+15/GTRXR889/bhpI2JRPR4qHngQazr1hH9j38QdNmlfdavsdRw5VdXMiR4CG/MewOZx4tty1YsK1dgWbsOwWpFbjJhmjkT07x5GCZP8udfWL0+cnYUkqzTsHRkar9mhqxWK8899xwRERHcPDke+QdXIo67F2fMIswrV2Fe9jne1k6QKVDFZxB01cUEX3XhWWu7EEWRL/bV8o9vi2i2uLh6TBy/nT+UsGPMkvq8HiytrVhaetrGzM09qiFLSzNej7vPc1QaNQE6OQFiKwEyMyYdBCRnEZA9H9Pw6RhDw05o2+lYVop1ax2hN6SjG37qFyQeQaTW1WMhq3C4qOqlHuoO1u1GpFpJkk4ihBK1Gokg0km3YSrlac/+uQWBpWXVvFtcwX6lHrdShVEUWBgRxJWx4eQEGY+6WD2X4BE8vFvwLi/ufxG5TM79I+/nmqHXoJT3urh0muGbX0L+J5A8DS5/FUw9IZ+CT2DV6wWU7m1i8lVpZM86/vfjqeLLxnZ+U1SF3LGPWOunNNsqGRE+gl+N+dVxZ9Q9gsidByv4tqWTfwyO45bYgSGM+gOn1eonlCSVUo/tzdLS0qc9TqlSExAR2bfprStPKSAiApW657NaZa7ilbxX+Lrsa+SCjAvMU7hn4YPEDepHnpSjQ8pLKfr6qHa0Wqebjxra+LC+jWqnm0BR4MKGKi7YvJb4TRugK/tJFR/fJxtJM3jwGdnuRZ8PZ0EBtm3bsW3bimPPXkS3G1Qq9NnZ6CfmoBs/gSpbODu+rsRudpM6JoKcS1MIOE4WosMnkGexs6vTxh6zdNvikYLxTQo5owMMjA7Qo7Z42LSrlt0lbQRoldw0PpFrG70IRe0EXZaKcXz0af9dgNSAtvH/YNO/wRgBFz0Lg+ee2TaPg5I9Tax67QDRqUEsuDcLuc0j5SPVWf02t24FODJQhuowjIvCODHmmDEBHpeTT/76R5oryln4y7+wd6Wb5ioL064bwvApsWd8vKIg0P7Bh+x+8W0+HDyLDZEZaFQKFk9I4M7JiYQXvQfrHkf02FmqvYSH2i5kdFocf78sk/gQiczLb87npbyX2FizkQB1ADcMu4Hr0q8jQB1Aq6OVrXVb2VSziS11WzC7zShkCrLDs5kSJxFFg4MHH/d876qvp/A3v0WzezeWgABU993LiBtvRCaT0VRpZvPHxdSXdhIWb2TK1WnEpJ2lQOIdL8O3v4Vhl8AVr/eLOOrON8qJyeG/M/97WvlGoijy28M1vFvXyuNpsdwWd3bJ4h8KgtOJp74eb309nvp6PPUNeOrrpMd19XgaGhCdTv/6cqPxKGJIk5qGMiK8X2OHPY17eHTbo5R3ljM/aT6/G/e7087r+1/HedLoJw5RENmzooIdX5UTFmfkgrszCehHrbooCDjz8rCsWYN59Ro8lZUAyIZn4s6ZgmXMJDpDo7E6vZidHqwuL1anF4vTK913eRG63hui2ENeGBRNzIv+J4HqBjY33IS9KJZBVQUMqiogtqEchSjgVqqpjEmjJD6dkvhh1IfFIcjkfiZEPGKbPfuQTroAwQ6R7HofJjdUBMjID5fhVcj8pApij7u8N9HS9Vvpvtjz++Pul+71jlx2BHnTn/2KkCjKGS0qGCUoyEaBDhk+RIoQ2I2X3Xg5iI++l5D9R5hRzYwhEcxKj2RKWthZrVo9j58GOpsdLHlsB3HpIVx4TyYIAnW/+Q3m5d8S+eeHCbnuuj7r+wQft6y8heL2Yj67+DNijH1nzAS3G9vWrVhWrsKydi2C2YzcaMQ4YwYB8+fxQkwKTzd0sHx0GqMC+hek/PHHH3Po0CHuuXkRYR9dJM0o37kBUaHBti6XjtX1+DrqkavLcRVsw1NbKxHiOTkEzJuLcdasAWvEOFDbyV+WHWRPZTvZcYE8PHcQiVq3P2DaHzbdKgVNWzva4YjvUUNQcJ9Q6SNbxzSGLpuK4IPyDZD7kWRj89ggMAGyroKsayD8aOsNSIR004u5eFudRP585DHVEp0eLxVdRFBlr3yhCoebWqeb3rSQRi4jQSsRQYnaHqVQgk5NglaD/hSUVd3wWSx46urxNvQMLEWvh+BFi1AnHK2oqapv4JWde1nvFKgMjcKjUBKmUnBRRDCXRgQxNtCA/BwikHKbc3ls22Mcbj/MjPgZPDT+IaIMx2nbEkXY9x4s/w1ojHDZy1Joaxd8PoFVrx2kbF8zUxYNJmtG3IAdZ6XDxX0FlezutDBZsYfWxiW0OJqZlTCLB0Y9QHJgT56SRxC5u6CCb5o7+VtaLLefIxc9oijy9bJl7N2xjVHD0omPCPcrlTob6+loajwq08sYHOLPTwqMjCIoNArLfjMfyZezNmgHcpmcy9Mu5/bM24//fztGO5pbFFnVYub9+lbWt1kQgSnBRq6PDmV+WKDfiiu4XDgPHvRnI9n378PX3AKATK9Hl5HRZWmTrG0nOn+JooinstKvJLLt2OEPgtUMGeKfkNOPHo3cYKC6qI0tn5bQWmMlMjmAyVelETXo1OxioihS6XRLAdsdNtY1dVDj9UoBxaJIpEzBjMhAcoJNjDHqCPisFNehdoKvHIxh9PGbj06I+lwpu6jxAGRfC/P/AbqzQyyU7WtmxasHiEoOYOH92X0az7ohiiKCxS0RSLVWXKVS3qQyXEfQRSloB/ccmyD4WPavf1C6ZwcX//IPpI2biNvpZeWrB6k62MqYBUmMW5g8IPYaV1k5db/7HSXlDXw682ZWKyJRK+VcPz6Ru8cYCd/+BOx/H5smgj87ruVbcrh+qkiVuJStdVsJ1ARy07CbWDRkEZXmSjbVbmJTzSYOth5ERCRUG8rk2MlMiZtCTkwOAeoTuxVEn4/29z+g+ZlnED0edDfewHeBgVTU1pKYmMhFF11EWFgYoihSsqeJrZ+XYG1zkTIqnImXpx6XyDwjbHseVj4k2cAvf/WYOU5Hojvf6Jejf8ktGbec1m69gshtB8tZ1WLmleFJXNRPpfW5AlEQ8Da34K2v60UI1UukUJ30Xd5bLQSATIYyPBxldBSq6BhU0dGooqNRJydLmUORkWf8vnf73Lxx4A1eyXsFrULLg6Mf5MrBV54Wufe/CG9LC03/fprYf/z9PGn0U4XL4WHNW4VU5LYQkxVK8gUJ2H0+LK4ucsfp8ZM8x1zm9GJxerA6PcSZG5lYf4Cc+gMM7qgBoNIUydboDLbGZFISGIteo8SkVWLUSD9yuYzuj7lMJkMuCkS21jK4fj9DRq9AmWzGuFKO4Ssl9RGDKE8cRnnicGpjUhCU6j7lBzKZtK3uZbJjLAMZMhn+ZTJBJLLKTXitC69aRn2aHmuICmR9n0/3+kcsk9br2WbPel3LjrPfriV9tskxng9gcPmI6fQQ0+ElqsON3i19nsw6BQ3BKhqC1TQGqfCq5UcdC73+/u6j7vP3H7FfgMJ6C+sPNWFxelEr5ExICWV2egQzh0YQF/zjzgQ5j4GHKIose2Y/jRVmrvvLeAyBaur/9DCdn39OxG9+Tehttx31nFfzXuXZfc/yjyn/YOGghSfevtuNbccOzCtXYl29Bl9nJ3aNlpqx45lx9eUYp0xBfpKg46KiIpYsWcLMGTOY2vSmFB59x1o8ijTaPzuEu9KKRnmQ4NsvQJmUKDWFHTiIZdVKzCtW4qmuBoUCw4QJmObNxTRnTr8JpO5QX0tLM/U19XyzvYDS8mpCRTtJGjdyewcue9/GGoVS2WUZC8fUq3WsO1PIFBqOsh+5T0fBbYOibyB3CZR9B6IAMSMl8ijjCjD2vYB3tdjJezWXhigdnXNiqXR5/AHUVQ43HV5fn/XDVEoSdT3EUGIvG1mkWnVKhIzgcuFtaPAPKL0NPTOM0oxjA4LtiKYfhcJ/wRl46SWE3XMP6rijyZGmpibWbNzEtw2tlEXFUxUShUcmI1qj4uLwIC6JCGJkgP4HyzawuC08s/cZPj70MeH6cB4a/xCzEmad/Ikg1X5/cgs0F8LkX8CMP/pnwX1egRWvHKAir4Vp1w0hY+qZKxO64RVE/lXRwDOVjSRqROYpt/Bt8bu4fC6uSLuCBYMWEG2I488VNr5q7uSx1BjujD99VfJAY82aNWzevJlJkyYxZ87RmTbdFtCOXvlJnY2N0m1TA7a2NiZGXEqsPo2tTUspVpdQONTBgeAG5DI5U3VjuD7patLihxMQHoFCoTyqHe1wSCYf1LfySUM7rR4v0RoV10SFcE10CIm6k1vKRVHEU1vnD9d27N+Ps6gIvJKaR52Y2EMijRyJIji4S7kt5UB66+oBUMZESyRRzkQME8ajDOuZcW9vsLH1sxIq8lsxhWjJuTyF1NERp/1Zcbh9fLKnmlc3lVHd5iAp0sCsnAS0ETr2WuzsMdsweyX6OUSpIKvTR0ati0ljYhk/Iqb/ZLPXDZv+BZv+CfpQuOgZGHLByZ93mijPa2HFy/mEJ5i4+IERxySMjgdHYSsdX5fha3WiHRZK0MJBKII1rH39RXJXL2fmLXcxcv5F/vV9PoH17x+iaGs96ZOimX7dEOSnQcIfCdHjoeXlV2h58UUa4gfzxUX38E2tB6VcxnXjE7g/rY2Q9Q+xu+MQ/wqJ5YDGi0I0cWXa1QwPT2RX4y621G2hzdmGDBlZ4VmS7SxuCkNDhvb7YtyRn0/DXx7BWVCAYdIkov78MOrERARBYN++faxatQqv18u0adOYNGkSCoUCr9vHvtVV7F1ZiShA9ux4Rs9PPKX/Q7+w5VlY/TBkXiUR9ScJ3R+ofCO7T+Dq/SXkWx0syU4hJ+jsNEieDnxWK566LlXQMQghT1OTXyHZDbnBgComGmV0dC9SKEp6HBODKiLiuFEFA42Kzgr+uv2v7GzYyYjwEfwl5y+kBqd+L/v+MUL0emn/4EOa//tfBKeTYQfyz5NG5yI8PsGv3LG4PH1UPBanpxfJ02tZr3VkNi8zW2SE+GRs0HrZrfH2Yhv6QqOUY9IqMWlVGHsTP1olAb2XdS0PsrQRuGcrmh2bIG8/+Hwoo6IwzZ6NafZs9GNG+6XT7ppabNu2Yt+2Ddv2Hfja2gBQpSRjvg7aow8RFjSTjOxnUSjOTgtOY7mZte8U0l5vY+iEKCZdlYb2JMGVZwuC04urrBNXiRRg7W3qyiUy9MolSgtCGXT26qQ9PoHdFe2sLWxkbVET5S3SxdnQKBOz0iUV0oi4oPM2tvOgaFs9a98uZOo1g8mYFkvj3x6n/f33CbvvPsLv/9lR6x9sOcji5YuZkziHJ6c+eUoXG6LHwxOffI36u7UsOLAXsb1dylebNpWAefMwTp2KXN+X2HQ6nTz//PPodDrunhiK/Ms7EWc8jNl9FZb11chlLgJ5Hv0NdyMbcrRFQRRFnAUFWFauwrxyBZ7KKlAo0I8bi3HyFFTD0vFERWCxmP0B032UQi0tCD5v322qdYRFRREUEXF0plB4BPqAQGTyszy7ZWmA/E+x5n9BpbmdSl0cFXHTqIwcQ6U2mkqXl2qnG2+vr2+VTEZ8Fxl0JDGUoFVj7GcVsOjz4W1pkQaVDQ1dZFB9n0Gmr7X1qOcpQkJQRUWhjIlGFRXdM7CMipYGnOHheFtbaX31NTo++ghREAi67FJC77obddzRBElzczMbN25kb2ER1eExNKemc0ChxSNCvFbNxRESgZRp1H0vBJIoiqyuXM0TO5+g1dnKdUOv42cjf4ZB1T81nR9uO6z4Pex9G+LHSyHZQZLyyucR+PblfCoPtDJj8VCGTR7YXIxtHVbuK6ik2e3lgTgtzpZP+ezwp3hF6TMgytSE6mPICk4izhRHvCnefxtrjEWt+H4uDHpj8+bNrFmzhtGjR7Nw4cJT/l+LokjbZ4dw7G7GM0JJe2CzlKXUWE91eyWbTIc4HCOpdlJrjGSVBRKDiiDa0UTFkJdzA98FxHBQVKCUwbywQK6LDmV6iOmMrZOCw4HzwAF/NpJj3z7/GKsb8sBADOPH+3MgVQlHh+w6rG52fV3BgY21KNVyxlyQRNbMOJSq06v/7rC7eWdbJW9traDN5mZUQhB3T0thdnpkn3GFIIoU213+XKTdnTZKuvLZlMBwk46xgQbGBBgYE2ggVqM6+v/XkC9lFzXkS+2S8584ZhvdQKEiv4VvX84nLNbIxQ+ORHMauZmiR8CyuQbLumpEEUoDD7J79zLGXnwFU68/WqEiiiI7vypn9/IKEjNCmXdHBirNwFSzO/Lzqfvt73CXl2NdfBtLUmfyZV49SkMZMYmbaPEVEigIZDjdlMqDadA4QSYSpAlmcuwkJsdOZmLMxKOCr08Gn9lM83/+Q/uHS1CGhRH50B8wzZ9/1P/XYrHw7bffUlBQQGRkJBdffDGxsdL53truYvuXpRza0YA+QM2ESwcxdEI0soEcu25+GtY8Ik2+XPrCSYmjgco3avN4uWRvMU1uL0tHpTLUcPZbQkWPB09j0xEqIem+t2tSp7uAyA+FAlVkpPS9fSQhFB2DKia6362K3xdEUWRZ6TL+ufufWN1Wbsm4hTuz7kSrPHvXXT9G2HftouGvf8N1+DCGSZOI/OMf0aYMOk8aDSR8gui3Z0kqHW8fgsfSZeXqIXiOVPZIy5we4aT7UsplfjLHpFF13SqJtItEF9gktcnEMAKSTF2Ej8pPCAVoVX4SSH0GFeze9nas363HsmYNti1bEF0uFIGB6MaOwXW4GE9VlXSs4eGS/Dmna+ASGYkoilRXv0lxyd8xmTLIznoFjebszE76PAK7lpezd2UVOpOK6dcNITn77EvnRV93LlGHlEtUbfbnEqmTA7vCq4NQRRkG9ovuFFDabGVdYRNrChvZXdmOTxAJM6qZPiSC2ekRTE4Lx3jexvY/B7vZzQePbCck2sClvxxJy3+epvXV1wi59VYifvProwZ3do+dRV8vwulz8ulFn/oDMfuLvZ02LtxbzC8SI/ltQjj23bsxr1iBZfUafK2tyLRajFOnYpo3F+O06SiMBr766iv27t3LXdcsIOrzyxECUmly/ANvixv9IDeBtbegmNhVsXwSiKKI69AhKj//lN27t9GGD7eq7/tehgxDYCABkdEEhEdgVZlYXeWm2KZkUFI8v758PMOTvj+FhSCKNByhEKrwB1C7afX0JbSCPZ0kuBpJUitIDI8jMXIQoXtbCd3TQvrVQzEOO7HPXxRFBLO5a0BZ35VL0DXb2NA1sGxq8qsfuiHT66XBZFSURABFdcvQo1BFS49PpbHT09hI6yuv0vHxx4hA0OWXE3bXnahijiZJWlpa2LhxI/n5+XjVGsTREygOjWGLxY5XhGSdmksigrkkIoihBu1ZIZBqrbX8fcff2VizUQq6zvkLw8OGn9lG8z+Frx4EuRwueQHSJVWf1+Pj2xfzqSpsY+YN6aRPPMOMmCPQ7vHy60PVfNPcybRgEw8nafl74Q62Npcy0WAnTNZKtaWaWmstDm+P5UuGjEhDJHHGvmRS9+NAzcC39e3evZuvv/6a4cOHc8UVVyA/DbLWvKYS85oqTNPjCTxGQ50oCJTWFfF6/musaFqHIPpI6wzCHngVB2Im4FapCWlvIqtwD8MO7ydEgT8/ScpSivJnKZlCw5ArTp8MEEURT3U1jv378ba2oR8zBu2wdGTH2abPI5D3XQ27v63A4/QyfEosYxcmow84PXKvrsPB65vL+XBnFXa3jxlDwrlneipjk4L7/b9tsThZ/3kRe31uCoeY2O/1+BsVozUqRgd0NbUZNWTkvoJ64xOgC4GL/gNDF5zWcfcXVQWtLH8hn5AYAxc/MOKMJx+9HS72vvwJm/YuISk4kwvu+wW6jOPntBzYWMvGDw8RnmBiwX3Zp/1/OhKCw0HTv5+m7d13KcyJ5oP5gRx2liAKKhDlyBQSkTfc5WasE/I7ZlBvWsQ/rxpFZtyp2xbN3yyn8Ykn8LW1EXz99YQ/8HMUxhOraQoLC1m+fDlWq5Xx48czc+ZM1F3qlIbyTjZ/XExjuZnwBBOTr04jJjXotF6LY2LjU7DubzDierj4OemcewIMRL4RQLXTzcI9h1HIZHw1Ko1Y7en/v0VRxNfRcXyVUEMD3qamo6zyiqCgowghVXS0XyWkDAs77vnlXEe7s51/7v4ny0qXkWBK4E8T/kROTM4PfVg/ODyNTTQ99RTmr79GGRNN5B/+gGn2bMmJcz7TSIIoitjdPj9pYz6Bisfapf6xHKH+sTq92Ny+k+5LJqOHuDlCxWPSSsSOSXOMZUc81ijlfb5cRFFk36oqtn9ZSkiMgQvuziIw/Oyz090Q7HasmzdjWbMGx569fbzy6kGDjvtF2Ny8hoMFv0CpDCQ7+zVMxqFn7RibKs2se6eQ1lobg8dFMuXqwWiNA6c6EkURb5MdZ7FEErnKOhHdPpCBKs7kJ4k0iQHHDEL8odFhd7PhcDNrC5tYf6gJc5eNbfygEGanRzIr/byN7X8Fq147QOn+Zhb9cRzCl+/Q/MyzBF17DVF//vMxP8uPbXuMTw9/ymtzX2Nc9LhT2pcoily0t5gqp5tt49Mx9FK1iD4f9j17sKxYiXn1KnzNLcg0GmSjR7FVEIi99BLmtL8O1XtocDwLQYkEzwlEu2ouBCfBbav7VZ1rN3ey9eP3yFuzErVeR+qIMejcXrQdnShr6pAfLkbd1oEcQK+nNiKJraoImmJTWbhoDvOmZ54VwsHuE6jyV9J3NZE53FQ5pfBpl9DzHayQQaxG7Q+aTuiVL5SoURFYsxXyPoaCpeC2QEAs4vAraT2YjdsaQ9idw8DZ3jec0q8WkgaZot3e9wCVSmmmsTuPoDcxFCM9lgcEnJXXxlNfT8srr9Dx6WcABF15BWF33YUq6uiMmdbWVjZu3EheXh4KhYIho8dgHpLJSrODze1WBCBNr/ETSGmGM5919Ape3it4jxdyXwDgZyN+xnXp1/UNuj4TtJbCp7dC/X4YdxfM/SsoNXjdPr55IY+aQ+3MvnkYQ8YfJ3PnNCGKIm/V1vP3/Z+itKxFFAUGByUyO2ow8aZ4EgMSiTdJgdy11lqqLdXUWGqotlRL9601tDha+mzTpDIRZ4rz//QmlKIMUaf8mh04cIBPP/2UtLQ0Fi1ahPI0gqOtO+rp+KIE/ehIgq9MO/57WBRp2f4abxVsYYlRjdO5G/AREz6L+4bdQg4GOpsb6WyQ8pM6m7pDupv6KBXlCgUB4RF+EikwMoqgXuSSWjcw372iKFK6t5ltX5RgbnGSMDyUiVekEBpzejaY4kYLL20oY+n+WkTg4uwY7po2iKFRp9e8K9g9NL+aj6fZQdDNwyiP1EhKpK6A7WqnlOqoEVxk+1oZkzCEsaGhjAk0EK4+Oyry6qI2vnk+j6BIPZf+YuSAqNUr8vbxxROPEJ04hClhVyA2u9GkBhF0cQqqiGP/r8v2N7Pq9YMYgzRc9PNsAsPP/D0hCAIfH/6Y1/a8QKO3XQrelIFeYSRQlkFldQKifQi/GCJym/kF1I372Ssbxh/dNzF18jR+MXsw2n6o0twVFTQ89hi2rdvQZmQQ9cgj6DL6T547nU7WrFnD7t27CQoKYuHChaSmStYiURQp3tXIti9Ksba7SB0dQc7lKf3KcO0X1j8B6/8Bo26Ehc+clDgaiHwjgINWB5fuLSZGq2bpyFSCVMc+j/UNl+5FCPV63DtcGkCmVksEUDcp1P3d7beRRZ00HuCngB31O3hs22NUWapYOGghvxn7G0K0Z0+teK5CdLtpe/c9Wp5/HtHrJfT22wi9444+74GfBGk0evQYccX6LcdQ8RxD7dN7Wddjs9ODzeVF6MefYlArJEVPL8KnN5nTd5nKTwgFdD02apUY1IoBH0B7XD7WvVNIyZ4mUkZFMOum9AGTr34fsFgOkpt3J16vhYzhzxAWNuOs7cvnFdjzbQV7vq1EY1Qx/dohDBp5+qojX6fLryRylrQjWCQ/rzJM12M5GxSIXP/DWOJOF902tnVFjawtbKKsl41t5tAuG1t8EIrzNrafHCryWvjmhTzGXZTMoOYNND3xJIGXXkr03x8/prVqffV67l93P7cMv4VfjvnlKe9vaVM7dx2s5N9D4rku5vhth6LPh2PfPjq+/ZbGL5eitdkIGxdC+KADtHl+hmzMDQTOT0b+4SXQcADu2gChJ66V93o87Pt2Gds//wiPy8mIuQvIufJadKa+FzyiKGItLWPVZ+uo2LST1NYqUs11yLsu+pQREWizMtFlZaPLykSbkXHS2dPu7Ta7vX0UQt1tZBUOF03uvqodo0LeQwT1aiJL1KmJ1aiPWzcv+nx4m5ulcOmaSjx56/Ec2iXNPNrluO1qBNfRz1OEhUmDyejoXkGV3QqhaJRhoT/4TKOnro6Wl1+h4/PPkQFBV19N6J13HrPts7W1lU2bNpGbm4tcLmf06NGkj89hg9PH0qZ2tnfYEIFhBq1EIEUGkdSPzJkjkd+cz6PbHuVQ+yGmx03nofEPEW0cWNUPAF6XZJ/Y/gJEZUk10aEpeNw+vnkul7riDubcOpy0sacZLnwE2p3tfHToI5YULaHV2Ypam0ikPgKZp5Faay0+sWfiTKfUkWBKICEggXhTvP9+gikBg8pAva2+D6FUY62hxlJDjbUGr9DzvlfKlEQbo/sQSb3tb0da/A4fPsySJUuIi4tj8eLFfkXCqcBxsJXW9wrQDg4m9MZhyI6RI+MTRTY21PP+/k2sVA/CI1cx2qjmolA5zU2fs7Tkc7yClwWDFnBn1p0kBiT2eb4g+LC2ttLRZXfrbnrrDuh22qx91tcFBPYhkQIjo/2PjcEh/bK9Npab2fKp1EIVEmNg0pWpp90wu7uijZc2lLKmsAmdSsGisfHcPiV5QCaWfDYPza/k4Wt3EnZbJprEAPB5YcvTNG55ld1hY9mVdRe7lVHkWRy4u65FErVqxgYaGB1oYGyAnqEGHcozHKPUHm7n6//mEhCu49JfjkRnPHOFT1NFGR898jsCwyNZ9OiTqDV6bNvr6FxdiegWME6MIWB2AvJj5PQ0lHXy9fO5yOUyFv4sm4jEUyfn7B472+q28fHhj9nZsNP/eYvURTC10kDmymIyQzOJf+JJmgIjeWF9KZ/uqUaGwBPJuVzc8ioyp5l3vLP5LPBG/nRFDhMGHft9JLhctL7yKq2vvIJMoyH8l78geNGi0/7eqKys5KuvvqKlpYWsrCzmzZuHwSCdAzwuH/tWVbJvVRUiMHJOAiPnJgxM3tG6x6VmvtG3wIJ/n5A4Gqh8I4DNrZ3ct2kvU11WHjEpoeFoldCRtlSQHB4nIoQUISE/WLbfuQaXz8Urea/wxoE3MKgM/Gr0r7g09dL/mdfHtnUrDX97HHdZGcYZM4j8w++PWTjykyCNNNFpYvRN/znxOkr5UYqdY6l4ugkhUy8FUDcZZNQoz8kLZHOLg+Uv5tNaZyXn0hRGzj3as/5jgNPVQF7unVishQxO+xPx8Ted1f01V1tY904hLdVWUsdEMHXRYHSmkw8Gjp9LpESTGuxXEymDf1r+2LJmK+uKJBvbrgrJxhZqUDNjaASzhkYwZfB5G9tPAW6nlw8f3YFap2ROagXNjz2Caf58Yv/51DFrnlscLVyx7Aoi9BG8f+H7p5xb4vQJTNlZRIBSzqoxQ/qV87FmzRr2bdzJ9fpYoh2/wuFJp3qtDsHegGFwOAGGg5jufhLFxOOfQ0RRpHjnVja+/yadjQ0MGjWWqYtvJTT22JXl3xU18djXBZS32JidHsmfFw4jzqTEVVSEIzcPR14ezrw83F1Nk8hkqFMGocvKRpGVRfOwDBoio6n0+Po0kVU5XDh6zVjIgBiNyk8EJWl7msiSdBqClUdPOnRLz/05QkfOODbU421sAl9fJazcYEAVGYHSKKD0NKBWNqPUC6hSs1CNvwzlxEXIjWep1vgswFNbS8tLL9PxxRfI5HKCFi0i9I7bUUUcTR61tbX5ySOZTMaoUaOYPHkyDq2er5o6WNrUzm6zpKrKMum4JCKYiyOCiD+JRcDqtvLsvmdZUrRECroe9xAzE2ae/e/kQ99K2S4+Dyz8D2Rdhcfl46v/7qehzMzc24aTOvr0rZPlneW8W/Auy0qX4fK5mBw7mZuG38T4qPH+v80jeGiwNlBpqaTKXEW1pZoqSxVV5qqjiCCtQkucKa6HSOoikxJMCYTpwmhxtPiJpCOJpU5XZ59jC9GGEGeUFEoBQgBle8uIM8Zx25W3ERccd8r2EFdFJ82vHUAVbSD8jkzk6r4Xt1UOF0sa2viopoFar4wQTydXaa1cO2omQ409s7LN9mbePPgmnxz6BLfg5sLkC7kz684+jXMngtNq7SGS/AHd0mNLSzOi2BNjoFCpCAyPJChKsr4ZQ0JRqjUoVSoUKhUeFxTvaaW+xIJGr2H4lARSRkah0mpQqFQolCqUajUKparrsfKY71lBEPnuUBMvbShlV0U7QXoVN09M4sacJEIMA5tZ5bO4aX45D5/FTfjlRtTb75dUdcMvhwv/CQaJpHAJAvkWR5caScpH6ibbDQo5owL0/lyk0QH646o1joW6kg6++m8upmANl/5y1IBYwszNTXzwp18hVyi59m9PYQrpsQX7rG46V1Rg39OI3KAi8IJk9CMjjoovaG+w8dV/c3FYPcy/I4PEjBMTf6IoUm4uZ1PNJjbWbGR3426ErvePTqljbuJc7hlxD7FGKS/I/O23NDzyKILLRcRvfk3wdddR1+nkxfUlfLyrhgAsPBf1DeNbl9JOAI+7r0U35jp+d+EwTNqeCVLr5i00/PUxPJVVBCxYQMTvfnvM8/GpwuPxsGnTJjZv3oxWq2X+/PlkZvaofS1tTrZ9UUrxrkYMgWomXJbCkHFRZxYDIYqw9jHY/G8Ye7v0HjzBeb2/+UYnDJduaMDT2Hh0uLRejyo2Rsr8i5Zy//y2seholJGRyL+ncOmfEko7Snl026Psa9rHmMgx/Dnnz/0+X/8Y4amro/GJJ7GsWoUqIUHKFps+/bjr/yRIo4QhmeLjb33VN9un1/0zze05l1Fd1MbKVw+ACHNuG07i8NObMTpX4PXaOFjwS1pa1hAXdwNpqX9CPlBS/mPA5xPYt7KSXd9UoNErmXrNkKMG1qJPwF1t8VvOzsVcou8bnXYP6w83sa6oifWHmul0ePw2tlldKqT4kPM2th8jNi45TP6GGuaNt+F58ncYp04l7r/PHrPdQhRF7lt7HzsbdvLRwo9ICTqxqudY+G9lI4+X1fNJdgpTQk4emFhXW8fml5Yz3pdMtOo3KNXtcN82XJWNmD9+Hcu33+KxK0GpxDBhAgHz52GcNatPI1pjWQnr33mNmsIDhMb9P3vnHR9Fnb/x9/b03fRGegcSqvQiTQQBKyoqdgH1bHee5c5+9t+d3QPLnYoKoihSBJUiTeklCaSQQnrblO19Z35/bBISSIBAQPR8Xq/Nzs7OfGdmszvznef7PM8nlotvvpP4AYO73F55k5nndpZXMQABAABJREFUVuexsaCBxBBfnprZl4vTjjtHiCJNTjcVVjtHm1oorqzmaJOOCqebSqU3jQFqxA6jkl5uF3ESkTh/X+IDA1qVQx7VUB8vJarjRjAFq7ULu1jtyaXnCoXHItZuF4s8LqTyxIBK/efrkeR/iX/AdiSWGlD4QsZMGHAdJIw/ZQjohQJHVRWNCxei/3YlErmcwOuvJ/iuOztVimpDS0sL27Zt4+DBg0gkEgYNGsSYMWPQaDRU2RysaiWQso2ewYGhAT5cHhbIzDANEapjN0eiKLKhYgMv73oZrVXLDRk38KeBf8JPeR4r3+ir4Os7oWIHDLoJpr2KQ1Cx+q1s6ssMXHpX/x6pakVRZG/9XhYfXszmqs0opUpmJs1kbt+5Pf6tuwU3dZY6yg3lVBpaySRjBZUGj2XNITjal1VKlZ0JJf9YYgI8SqVI30jMLnNnIsnoUSiV6cposDYgSo71S1UyFdF+0V3mKEX7R6OSdVaROevNNCzMQeanIPTuAchabUh2QWCdVs/S2ma2thgBkYub9zJHv4Opk+9BFdt9P7rR2sjHhz5mWeEyHIKDS+MvZX7WfBI1iT36DDt9ni4XhsYGjyqpg0JJV1+Lrr4Op8166kZOgY5kklQux+aW0GIXsbglyBUKwgP9iAryQ6lSIlMoPQSVXIFM2bpe+2vlsdcdHnLFMZJKfvz81nUlJidNC3cjWJ2EBryC8vKHoN8VJ91vURSptDnYa7CwtzVg+7DZirv1a5Hio/IEbKt9uSjAlyQfVZfVH+tK9ax68yC+GhVX/HkQvuqeKw6Ph9Vk5Isn/4pZ38L1z75KSExcl8s5Ko20rCrBWWlEGeuP5vJklNGdzyVmvZ0172TTVG1mwk3pJ+SXWV1W9tTtYVvVNrZVb6PaVA14fl8OwUGYTxj3DriXmckzUUhPVMI76xuofeIJzNu24Tt6NJEvvoAiPJwanZVFW0r4YnclGZTyZsBnxFvz2Cuk8pZqPrdePZOxQRIaXn4Fw9q1KOPiiHj6KXxHjTrrz+941NfXs2rVKqqrq0lKSmLGjBkEdrjW15Xq2bbsCA3lRsLiAxh7bQoRiT3LYeoEUYQNT8PPb8LwBZ7g9ZMQR4frc5j7w60M883gJcW1uGvrj4VLt167uw2Xjmy7ZntIofVyH96wwZR+aTw9MPWMMtr+wKkhiALfFH3Da/tew+aycVfmXdyRecevUsjhXEFwOGj+739pXPQeACHz5xF0++1IVSc/x/0uSKMLKQj7fEEURbI3VvLL18UERvoybUEmmm480L81iKKb4uJXqKj8D8HBF9O/35vI5ee2491UbWLjJ/loK4wkDQ5l1KQYJLXmE3OJov3wSgn05BLFBiBR/HHSdrkF9pYfq8ZWqvXY2NLC/ZmY4QnTHhgTeEGq9P5AZ9SW6Pnmn/tITxSI+ugBfIYPI2bRom4vJMsKlvH8rud5bNhj3JhxY4+3p3U4Gbkzn1EaPxZnnfoGylZtoOj9HQTafdCELMPP9Clcv8QTgGpuhEVjEBW+2MYuwrhpK4bvf8BZWQkyGb7DhyMbN5bsljryd/2Mt58/o6+7icyJU7sMn7U4XLz7UzEfbD2KQibh7onJXDIkmhqnszVX6JiFrNzqwOTuXLwgQqnwKIS8lMQ47UTUVhFRdITgA3vx2bcX7B4vmCwoCFVqCoo+McgCA5GqlLibWzophtw6Xeedk0iQh4Qc61R2JIaiPK9lwcE9rtImONw0vHsQwWgj/GonspKv4fBKsOvBPxIyr/FUKIrI7FG7vxYcFRU0LlyEfuVKJEolgXPmEHznHciDTxxc0el0bNu2jQMHDgAwaNAgxo4di0ajAaDMam8nkA6bbEiA4WpfLg8PZKiPmff2/x9bqraQHpTO0yOfpn9I//N4pB3gdsGWl2HrPyEkFWZ/jCMglVVvHURbbuTS+f1PWQTCKTj5sexHPjn8CfnN+QSqArk+/XquTbuWEO+Th6WfCQRRoN5c34lI6jhtcx8jROVSeTvp05adFBsQi5/Tj++//B65Qs60a6ehQ3eCQqnSWNkpnBsgzCesnUhKkSUwdkMycmT43JlMcEQ4BWYbS2qbWF7XQovLTbRSxpzmrVx36E1i4ofA5e+edrWuJmsTnxz+hC8Kv8DmsjE1firzs+b3eslnURSxm83k/1LNvnUlWE024jM19B8fgcpbgtvpxO104nI6cbvaph1dzrfZ7BTWtFBUo8Nut6NWSogPVBHsLUVwuVrXceB2ta7X4eFyOU8I1j0T+MrVTIy8AZlEzi/G1VilZuStxJSHaFIiV8iPe92ZwHIplJR6B3BE6UeB3JsCqQpjqwLNH5FMOWQppQz0kTPAW4mj0cnmz47g5efNZfcOIiDED5lCgVTWtQLrdOByOFj+whPUFR/h6r//g5i+Jz+PioKIZX89+u/LEMxOfC+KIGBqfDuRCeCwulj3Xi5VBS0Mn5VA6Ggp22u2s616G3tq9+AQHHjJvEjQJKC1aGm0NpKgTmBe1jwujb/0lFlhoiiiW7aM+ldeRaJUEvHUk6gv8wSO1+ltLNpSwtLdZVzOFp5QLsNXMPBzc18CfzEht4uEzJ9P8F13nvJm9GwgCAJ79uxh48aNiKLIxIkTGT58eDupIgoiR3bXsWNFCWa9g5SLwhl5ZRL+QWfoBhBF+PEJxF/ewZ15J87023HVtw7mtGcJtV6/Gxr4YRD8Z6qMmza5mbVL9IRLH0cItdm92yqFdmfde7q4mvcqtfw9MZL74nrHcvwHukajtZFX97zKuqPriA+I56mRT3FRxEW/9m6dNUxbtlD34os4yyvwv+QSwh99BEX0iRVou8IfpNFvEC6Hm58+K+DI7noSB4Yy6daM3vHrXmCoql7CkSPP4OuTzIABH+Ll1bvlgzvCbbBjOdJC9qYqcksNyCWQ6S0jLsIbr5RAD1H0G8wl+jVwtNHMxvz6Tja2IF8lE9LCmJQRxtiUkE7y5T9wYcDtFFj2wm4cBgtDNj2Kf99UYj/84IQy920o1Zdy3errGBIxhIWTFp5RR/qRwkqW1DaxeVg6yT7dd+BEp4BhUwWGzZXYRAeqAdXEHHkAycAbPDdtoghLroXSLXDnBojM8qwnitjz82leu5YDWzdSpJQgSCSkKH0YNnUGwdOmIw/tfANtcwu8dbCSjw5VYZBASLgvMj8FdQ4nHWkhlVRCrJeyXSEU12oji/NWEeOlxEcm9djGWlpOtIvVVOMoPeopYWswnHjAUilSX1/k4eEoE+LxSs9AGdPnmPw8LKxL5VdvwNlgoeHtAyj6+BF6ZxYSwQ5HvoecZVD0IwguCOvnUR9lzoaAc3de7i04yso8yqPVa5CoVATeMIfgO+5AHnTizb5Op2P79u0cOHAAURQZOHAgY8eO7TR6XWyxsbJex4r6RqrrV+Gr/xqpRMLFyXfwxODbCFNdANbkkp/gm3lgN8C0V7Bn3MiqNw/SWGVi2oJM4jNPJH8MDgNfH/maz/M/p95ST4I6gZv73syMxBm/WjliURRpsDR4CCRjJRWGivbpckN55wptooRI30gSNAnH7G6teUp9/Pogl8pptjWfYHurMlbR1KLlscJbCHMG8lDCvykMjMXhPwGHMgEpblLkjUyUVjHxwJvEG+qIuPgJFCPvO6nKoDs025pZfHgxSwuWYnVZmRI3hfkD5pMamHpWn5Xd6qKxwkhDuZGCnbU015iJTFIz+poUwhN6lnvTbHbw8S9lLN5Rhs7iZFh8EAsuTmRCWthpn+tFUURwu44RUW0PlxOXw9GBsDpuvsOO+8gGXEc24JaocCdPReKdRlRpH0REjoYVYMF0HGHl8ky3tXM8geV0dN43oEUdQnVELDURsdSEx9AY5LkJlwgCoU11RNdXEFVfSVRdBWpjC21H3a6EaldidUdgKTupqJqrq6jKP8SMBx8lbeTY0/5fCFYXhg3lmHbUIFHJUV8Sh++wSCQyCXa3nd01e1i6cRU5tr3ovbUAxAfEMzp6NEqZkk0Vmyg3lJOsSWZ+1nymxE1B1kPVqKOsjJpHH8OanU3A9OlEPPUkslZCvd7gIY/W7DzMnyRfMle2AbtLwSJhNonXPs6sgX3OS2SGTqfju+++o6ioiKioKGbNmkVEh6IIDpuLAz9WcGB9BRJg4CWxDL4krtv81/Zw6bquCSFnVQWis7PlW6JUdsj+a1X0RoTzrPQ7tpgP8t8J7zE4dsQZH6MgitybV86KBh1vZcRybcT/XmDz+cb26u08v/N5qk3VXJl8JX8Z+pceVwe+EOCorKT+xZcw/fQTyoQEwp/4O36jR/eojT9Io98YjM021i3KRVtpZPjMBIZcGv+7tkQ1NW8nN/deZDIvBmR9QEBAVq+0K9g75BIV6XA1eLIrpL5ybBG+7Kkw06i1kjAghPE3pPWKLPl/EXqrs7UaW327jU0hkzAiMfgPG9sFht2rS9nzXRkD8t4jOtRN7McfnWBfaoPT7eTGtTdSZ67j61lfE+rT8yD5ArOVibsLuS06hBdS+3S7nK1Eh25FMa5GK8XyOppTLFypew2JKMLdP4PKH3a8Cz/8zZMxMOyu9nVFUaTg5y1sW/IJxiYtiX0zyfIKgM3bcBw9ChIJPkOHIr10GrsvGsX3DoHvG/Q4W0+pGqmUJD8v4lsrkcV5H6tGFq5UgMXiUQS128WOKz9fV4do75wu3alT2aHSmEytRjCZcNbUYisswJadg0vruQGQKBSoMjLwzszEe0AWXpmZKOPjz1lH3LyvnpavjuA/MQb1JfEd3miCw99A9hdQvReQQOJ4j/ooY6bnf3EBw156lMaFCzGsWYPE25ugG28k6PbbOlkX26DX69m+fTv79+9HFEUGDBjA2LFjCWolmg41HuLZX56loKWA6KDhtGjmUu5SI5fA2EB/Lg/TMC1EjboH+Sm9DlODhzgq/Qn6XYVt0r9YubCYlloL0+/OJLbVzl5lrOLz/M/5pugbLC4LwyOGc3O/mxkTPeaMy0WfD4iiSEVTBe8tew+tS0vi4ESaheb2HCWT81iQtFQiJdI3sstg7mivKPQfF7LHYOGb0b5sdArYRQnBEiPR7lykxi00GApwdswQksiI8I0gxj+mS+vb6dgSW2wtfJr3KUsKlmB2mj3kUdZ80oLSTrluR4JIW2GgocKIvuEYgRYY4cPwWYkkDuq+hHtXqGy28OG2UpbtrcTmFJjSN5wF45MYEneess20RzzZXNV7PeeUy14DP48d2FlnRvt+DhKljND5WT3KjeyOwHJ1IJqabQ52Npj5sUBHVagftaF+WFu//4GCizSXlVS7iWSbgViLHpmjo8KqI2F1HIHl8DyLgsDI2TcwaOqMM/ponPVmdCtLqKgoZX90EQf6lLDXsB+ry4pKpiJF0g9NUQLDI0bgf7GF/+b9hwpjBamBqczPms/kuMln9XsWXS6aPvwQ7TvvIg8KIvLFF/EbMxq30Yj2jTcp+WYNX/efSklsOE/IPuYiaSEHhGRWRz/EXddfTaT63FfiEkWRQ4cOsW7dOmw2G6NHj2bcuHEoFMcGKg1NVnasKKF4bwNqbwf9w7XIDI1IWhqQtGiRNDdAixaJUXdi++ogJEFhEBwGQWH4uw4QYN+DJXUWukEPIVEHehROrT+5tt+eRTDxl+K7cYpO3kh9H7VCDRKJZ7GOy0pon9f59bFlnYjc19jAAbuNN0PDGd02sCcBSesKkuPbbF25/VTQumzb16H9HNHFsm33mJ3mH3d8Eumxbbcv22GfTzi2thcdj0/CeSEXzwRWl5WF2QtZfHgxapWah4c+zIzEGRfs/naEYLXS9MGHNH34IcjlhN57D0Fz557RwOMfpNFvCNWFLXz/wSEEl8Dk2/uRkNX7MvELESZzEdnZd+JwNNKv778IC7u0x2205RJ5wqt1OCqMIIggl6JKCMAr2WM5U0R6cokEQSR7QyW7VpUiV0oZe20KqcMjfhMniAsVLrfAvvIWNhY0sDG/npJWG1tquB+TMsL/sLH9imiqMfHl87sJa9jPIPtWYhd/0uWNdBve3P8mH+Z+yBsT3mBS7KQz2uac7BL2GyzsGJFBUBc31oLFiW7tUSx765EFebHbt5Q8Qyl/Sa1AmbsUblsLcaOg5gB8OAVSp8J1n7X3lmqOFLD5kw+oLS4kLD6Ji2+5s90OIIoiNQVHWLMvhx9sbvbEJuFUKFDYnAhaB1N8lfxraj/8dS246tpGGOs6jzLW1SHoOwfyIpUiDw1FERHhqVoSEXlC1bHTrVgiiiKu+nqs2TnYcnM8YduHD7eXvJeq1Xj3799OInkPGNClcuZM0fzVESz76wm5vT9eKV18F5pKPOqjnGXQUgZyb8iYAVnXQ+LFILtw1a/2khIa3/03hnXrkHp7Ezh3LsG33do+ct4RBoOB7du3s2/fPgRBIC0rjfzgfFYcXUGIdwiPD3+cybGTAcg1WVnZoGNVg45KmwOlRMKEYH8uDwvkkuAA/OS/QiaUIMDPb8Cm50ETg/2yD1jxBejqLSTdLGOdeQUbKzYiRcq0hGnM7TuXjOCM87+fZwCr1crHH39Mc3Mzc+fOJbZDtRdRFGmxt5wQyN2mUDI4PAo/UaJmlPvPZIfEUe4nQ4GLgV46ZgQpuDg0glhFAN7fPYxQsIaG1MlUjr6XKof+BOubzq7rtG8alaadROpY6S3GP4Ywn7BON+96u57FeYtZkr8Ek9PExJiJLBiwoP3/cCqCyC9QRWisP2FxAYTG+RMW639aRT06Ir/WwHtbSlidU4tUApcPjGb+uERSws8TESy4PeT/pudB6eMZAOh/9QlKLke1Ce0HuUh95YTNy0LWiwN6TdUmvn3tAHKllCv/MhjfYC8KzDb26s3tIdtlVo9iSSmRkOnv3Z6LNFTt2ynjrDfhdDvZ37Cf7dXb2Va1jRJ9CQARjhBGeg1l0vBpDE8chUwiY+HaxSyr+RSDVxNpmnTuHrSACTETepX8tR4+TM2jj+IoLsF39GhshYW4m5oIvOEGQh98gCYUfLClBP3uz/ir5HOCMfCVOAnZlKe5anQm0vPQx7NYLPzwww9kZ2cTFBTErFmziI+Pb3/fbTRS/q+FWJYvQebyDOy4ZCpsqkDsXkGeZ1UgttZpm1cQdpUa8YTsJ5HxAe/R3+cH9phms9s0h3bm5DhofStZ0f91+ujTmFZwFxLO/H9il8MnEwNo9pNxy08GIlvcp17pNwSpVEJ4YgBx/YOJzwwhKMr3grj/Kmwu5Lkdz5HTmMPIyJE8OeJJYgK6Lp7ya0MURUwbN1L/4ks4a2o8QfSP/BVF+JnbGv8gjX4DEEWR3M1VbP+qGHWoN9PvziQwwvfUK/6O4HA0kpOzAL3hAElJjxAXO++kJxBRFHFprdiKWo7lEtk75BK1kkSquJPnErXUmdm0uIC6Uj3xmcGMvyEdv8A/VEe9gbJGMxvy69mY38CesmZcrTa2i9NCmZwR/oeN7TxBEESWP7cdXaWOsTX/JWXx+ydYtjpib91ebv/hdq5KuYpnRj1zRtvc1GTghpxSnk2OYn7MiaHS1hwtutWlCBYn/uP6UBzUxOq1a7jxomBS9jwBox+EKc+C3QjvjQOXAxZsA58gDI0NbFvyCQU/b8FXE8iYObfQb9xEJFIpVTYH3zfq+U6rY5fOjAD08VIwxOlix65arFo79x/4ismV+zw3K8dd32RqdYcsgtZA6Q45QvKwMCSKc/edFd1u7MUlx0ik3FzsR454iAFAER3dSiJleZ4zMpB6n9noruBw0/DOAQSLi/AHBiPr7iZUFKFyl4c8OvQN2HTgG3Ys/yhywBlZeM4H7EVFaN/9N8bvv0fq60vQLTcTdMstyNQnSs/1ej3v//Q+XzV9hVVmZbhyOE9OfJK4iBODbEVR5IDB4iGQtDpq7U68pBImBQdweVggk4MD8OmihPs5RcVOWH4Hoqme/AHX8+faSqq9S/GT+XFtxrXckH4D4b6/nYwMh8PBp59+SnV1NTfeeCNJSacfzO0SRL6rr2NxdT07DSJuiYQEuxFvyc84dBvQ2+o7LR/mchPr34fY6BHEHGd781V4+mJGh/GE/KS213XmOtzisZs6pVRJtH90uyqpjUzSKDVsKtvMl0XLMLtN9BOGMLT6Uryrjp0je4MgaoMoiuw62syiLSVsLtTiq5QxZ1gsd4xNOC+qkHY0FnvURVW7Ie0ymPE6+Hf/XbRXGGj8zyFkAUpC52ch8zt7q25zjZlvX9+PVCrhir8M7jYjVOtwsk9vYY/BE7CdbbRga61+2cdL0U4gDVX70tfXG8UZEiT15noPSVS9jR01O7C4LCikCoaGD2Vsn7GMDhtN0D4Jpm3VOKUutg8r5DPbN9SYa0j2TiMt+2L6y4cw676BBIT0/v/SVlRE5fwFuGpqPFlHzz6D5sorOy3TaLKzeFMOQXv/xU2SHzDiwxK/W7nslkeJD+uZXfJMUVJSwurVq9HpdAwePJhJY8diW/EtTe+/j1unw//SqfhdPxdFfDwSXz8kSNov++33t6LnMtf2WhRFj7+R1i6C6Mbrp7+iyl+CdehfsA39S+t8EOm4rMi3lV/z5pF/MS/pXq6LuaFDGx3b9/wRW7cNYuv2O89vdLm5vbkOuyjyQWA40W2Ww7ZNiuKxLkxr+10eW+sKx7cvdtg2eLKh2vfvuPbbP5/j2j/+czh+/vHtt23b5XBTfUSHtsITEu4XpCK+fwhxmcH0SQtErvz1inK4BTdfHfmKN/e/iVNwsmDAAm7pewsK2YVzv2I/epT6F17EvH07qpQUwp98At9hw8663T9IowscLqebLZ8XUrCzjvisECbf1heV94U7gnsu4Xbbyc9/hPqGNURGziY97Tmk0mOdBbfBga1Eh72oBVuxDsHgGRGSBXu1VjgLxCup57lEgiCS+1MVO78tQSqXMmZ2MukjIy8I1vv3Ar3VydZWG9tPHWxswxOCmZQRxqT0cGKD/7CxnQvs/3I/OzbpyKxdychFj6GIjOx2WaPDyNWrrkYhVfDVzK/wUfT8f+ISRCbuKcQpCmwZlo6yQ1izq8WG7ttibIUtKPr4EXhVCjY/gXfffZe4UD/mtLyJxC8C7toIMqXHenNoOdy6Fkf4QPasXM7e1SsAGDrzSi66/BrK3RLWavWsbdS1V8BK8/Vieoia6aFq8vIbeXLVYUL9VLw3dwgp9maMGzcg2uweYqgDKdRdvtOvCcFiwZaX104iWXOycdXUet6UyVClpeKdmYV3VhbeWZkoExO7Ddk8Hs46Mw3vHkQZ60/IHZmntkK77J7co+wv4MgPIDghNN1DHmXOBs2FOSJnKzxC47vvYvzxR6T+/gTdfDNBt9yMLMBzY1NrquXF3S+yuXIzyepkpsmm0ZDdgNvtJjMzk3HjxhHSRWU28GRQ7NGbWdmgY7VWh9bhwkcm5ZLgAC4P0zAhKACv80AgWZwWvjv8GdGbXmSUoYWd/oGsEecSXjWGq+8dTlSK5pzvQ2/B5XKxdOlSSktLmT17Nn379j2t9cqtdpbWNvNFbTN1DifBooTpZXbmRAUx+NJjYdQGu57KHW9QufcDKnw1VCSNpdJtodxQTpOtqVObId4hnupurYHcHSu9+Ss9Kh2n4KTOVHcCoVRh8AR9W4XO4dzeDn9kghyLyoAgcRMrS+SKPtcwvd8UokLCz7rvIQgi6/PrWbSlhAMVOoJ9ldw2Op65I+JRn8/cRsENuxZ5ypjLvWD6/3nOE6dxfPajehr/ewh5sDeh8zLPKm+ypc7MitcOIAGu/MtgNOGnf553CAKHTFZPlTaDhT16M7V2T3l0b6mUQQE+DA3waSeSulLVArgEF9na7PZKZ0dajgAQ6RvJ2OixjO0zlmERwzpdc+1uO8sPLuM/h/6DlmYynEksyJzPhGGXUlusZ+3CHGRyKTP+NIDQ2N5RjAkOB00ffEDTe+8jUShQX3EFho0bcWu1hMyfT8jdC04YOGky2Vnxw3oys59nuDSfXCGBPf3+zs3XXI38PJz7HA4HmzdupH7JUvodPoy3xYLv6NGEPvQQ3v379c5GBAFW3QcHP4MJT8D4v3a5mCiKPLzlYTZWbOTjSz9mYNjAs9psscXGzH1FaBQyVg1OIVR54RAXvQGzzk75oSbKchupLGjBZXcjV0jpkx5IXGYIcf2DzzzQ/CzRYGng5d0vs758PcmaZJ4e+fRZ/z/PFoLZTOOi92j6+GOkKhWh999H4Jw5vTaY+QdpdAHD1OLJL2ooNzL0sniGXZbwu84vOh2IokDp0TcpK3sHjXo4qd4v4i5xYyvW4apvtW34yD0qomQNXsmByHvphKJrsLBpcT61xXpi+wVx8Y3pv9rJ6vcMl1tgf4WuPUy7zcaWEnbMxjYo9g8bW2+gObuYL98pQmOt5MoXpqKK67r8bxse3/Y4646uY/G0xWSFnlm+2MfVjTx2pIqP+sczLVQDgOgWMf1Sg+HHMpBAwCXx+I2KQiKV8MUXX1BcVMQjcTkoyzfDvC0Q3hcOLoFv70a8+G8cFgezfdmnmFuaSRs9nsAr5rDVJWOtVkeRxSM9Hxzgw7RWoijJxwu7y82zq/NYsquCMckhvDVnEEG+v4+Sqi6ttpVAysGWk4M191B7WV+pry9e/fvjnZWFV1Ym3lkDUISHdduWeU8dLV8XETA5loDJJ/9+dIKlGfK+hexlULkTkED8GA+B1Pdy8Do/I809ga2gwEMerd+ANCAA9a1z+X6kin/nfQDAPQPu4ca+N6KQKjCZTPz888/s2bMHt9tN//79GTduHKEnUem5RZEdOhOrGnSs0epodrrxl0mZGqLm8jAN44P8O5GovYE6cx1LCpawvHA5RqeRgSEDeEIaRureTxG9Q9hg/DNHdanMun8gkUkXfrinIAgsX76cvLw8Zs2axeDBg0+6vNUtsK5Rz+c1TfysMyEFJgQFcLVZyuDVlQQMCiNwduoxIsbaAiv/BAVrIG36CdXRzE7zCYHcFQaP9a3B2tBp20FeQe3ZSVHe0WjsoXi1BCKv88dUIaJvsCIiYpObcYbqESJN2AP1GL2baKSeKksljdbGTm2qZKr2qnHHK5UifSNPOtrtcAl8e6Ca97aWUKI1ExPkzbyxicweGoOX4jyP3DeVwLf3eM4NqdNg5hvgH3HK1TrCVtRC4yeHUYT7EnpXJtIzKAijq7ew4rX9iILIlX8Z3Csq/mqbg72tSqQ9eguHTBZcrbdKg/x9uCxUzYwwDX4Y2y1nO2p2YHQakUvkDA4fzJjoMYyNHkuSJukEktDmsrH8yHL+e+i/aK1aBocN5vbgG0ndGoi70YZXRhCaGYno7W7WvJ2N3epi2vxMYjLOzr5s3rGDumefw1FWRsD0aYQ9+hiK8DDcRiP1z7+AfuVKvPr1I+rVV1B1ofxrNtnZuPzfjD36JhGSFr5hIgEznmfy0F4ibrqAKAgYf/gB7Ztv4SgrwxARwd6MDILHj2P69OkEBPTidUhww8p7IXspTHoaxv65y8WMDiPXrr4Wp+Bk+czlaLw0Z7XZvXozsw8Wk+brzdcDk/D9NWzQ5wEup5uaIzrKDjVRntuIodFTVTM42o/4zGDiMkMITwg4L/bHjthcuZkXdr1AnbmOa1Ov5YEhDxCgPL/9G1EUMa5bR/0rr+Kqr0d95ZWE/eXPyLsZzOopDAYDe/fuZdKkSX+QRhciaop1fP9eLi6HwOTb+pI4sOdBs783iG4RR5URe1ELtfXfUh3+b+TWEPrk/Bn/8FS8UjxqorZconOyD4JI7pZqdqwoRiKVMPrqZPqOibqgVUduk9lTDrSuDnlQEKr09At6f49HWaO5PQdp91GPjS3QR9FajS2ccal/2NjOBI6qKlY89h3N3nHMvjuBkMEnD19dd3Qdj2x9hHsG3sPdA+4+o20aXG5G7MwjzdeLbwYmI5FIcNSYaPm6CGe1Ca/0IDRXJCHXeMjYvLw8vvzyS27oK5Ka9wZc8jyMug8ai+C9cVR6DWFzQyJ15UexDh1Dy7jpbHVJqbY7kUlgpNqP6aFqLg1RE+V1jBCq09u4+/N9HKjQsWB8Eg9fknpeRjx/LYiCgKOs7BiJlJOLraAAXC4A5OHhnUgkr379kPl5bp5EUaRlWSGWbC0hd2bilaTp+Q40H4WcLyHnC2gu9agK0qZ7CKTkSXAByboBbHl5/PLfl3kjZD9HIyUMd8fx1GWvExuecsKyJpOJX375hT179uB0OtvJo7Cw7ok4AKcg8rPOyMoGHWu1evQuNxq5jGmhHgJpjMYf+Vlcx/Kb8vkk7xN+OPoDAgKTYydzc7+bGRA6wLNAzUFYfhtiSxnZ7pvYY7iSmQ8MISLhwiWORFFk1apVHDhwgKlTpzJy5Mhulz1ktPB5bTPf1Legd7mJ9VJyQ2QQ10YEEVhqpOnTPFQpgYTc0hdJ22+/ah8svxUMNTDlORhxT4+slRanhSpTFaWNZRRUFVPaeJRKUyX17hqMipZOy/qIfkQooogJiCUlLIHEkGMV3zQqTfs12uayUdxSzJKCJWyo2IDVZSVQFYi33JtGayMO4VhVsLaw7z5+fdpzk6QSKW4BSrRmCuuMWBwigT5KMqM1JAT7IZNKkUgkSPE8t023ZeC0tSGh9b0uprt9v6s2RRHp0S1ID38LMjnSrDlI40YhkR5rS4onSLhtHYlE0u12vMoEAlc7cYZLMVztg0TVYZ+6Wq9tPyRgbnaw8aN8BCdccmc/gsL9Tjju9unjjqVT293Ma/9euAVyjBZ+aTHybX09R1qFZXJHGUrLHiKFYiZHpjM2eiwjIkd0G6JucVr46shXfHToI5psTVwUcRELshZwUcRFSCQSRJeAcXs1xk0ViIKI/7g+SAeG8d17ubTUWph4SwZpw3tGzIFnEKL+lVcxrFmDIjaWiKeewm/MiVWXDD/+SN1TTyNYrYT95c8E3nQTki5I8ObmJvZ+8hgTdF9jQcUnXjcx/oZHGRDXezmtoihi3v4zDa+/hj0vH1VKMqEPPoj3+PHs3LmTzZs3I5PJmDx5MkOGDPGEV/cGBDesWAC5X3rOIaMf6HKxw02Hmbt2LiOjRvL2xLfPOnPqh0Y9t+Ue5eIgfz7JTDxjW+RvBaIo0lJnoTzXo0KqLdEjCiJevgpi+wcR3z+EmL5BePmen76FxWnhnYPv8Hn+5wR5BfHosEeZGjf1vNxr2YuKqHv+BSy7dqHqm0HEE0/iM3jQWbcriiJVVVXs2rWLvLw8BEHg2Wef/YM0upAgiiKHt9Ww7Ysj+Ad7Mf3uLIKi/rfyi9rQlkvUZjfrlEsU5YczpZISr2eQSCVkZi0iUHPReds3vdbKT5/lU12oIyYjkItvSicg+DxmALTCbTJ7gnrr6j3EUG1dK0FU3z6/TWHQBkVUFP5TJuM/eTLegweftlXlQoDB1mZja+CnwgZ0Fo+NbVhCEJPSw5mc8YeN7XTgbGhg5/wXyQmfxfBxAQy94eTXgFpTLVevuppETSIfX/oxcumZWWT/UVLDvysa+GFoKv1VKgwbKzBtq0Lqo0AzKwnvzJD2i6zVauXdd98l0svBDYZ3kUQNgptXgduB7p1L2HhEzka/gZRlDKEkIQM9UlRSCRcH+TMtRM0lIeourQC7jzZzz+f7sThc/HP2AKZndm/H+z1DsNux5+djbSWRrDk5OCsqPG9KpaiSktpJJFV6X/Q/mBGdEP7AoDPPEBFFqN7nsa8d+hqszeAT4gm8HXAdRA3+1fOPzE4z7xx4hyUFSwiUBTDvcAQDvzmEXKMh6PbbCbrxBqS+J16TzWYzv/zyC7t378bpdNKvXz/GjRtH+GmETjoEgc3NRlY16Pi+UY/JLRCkkDEjVMPlYRpGaPyQncbnIogC26q28UneJ+yp24OP3IerUq7ipr43Ee0XfeIKNgN892fI/YpaYSAbjQ9yyYOTCIu78FRgoijy448/smPHDsaNG8fEiRNPWEbvdPFNg46lNU3kmKyopBIuC9VwQ2QQozR+SCUS7OUGtB/koojwIfSuLKQqmed7uWsR/Pgk+EfC7I+gz+n1i083pFoTq8IdbsLi30ydq6Y9kLvSWEmtuRahQ2U2f4V/u8WtzfYWFxBHsFcw68vX88nhT2ixtzAicgTXpV2HRqVpt71VGiupNlbTaG3EJbgx2V1YHE4ERJQyCV4KKXKZJ2NEEAVPVTFRQEQ8cRrP+yK/fj//ZBhlGMjfqu8g16eYp2P+jUPq/LV3CeAE8kpExCW4EOVhBIfOwuo9hAqXhyBK8/ViRqiaGaEa0n29Ot1smp1mvij4otP/fX7WfIZGdP0ddevt6NYdxXpQi0ytwndKHJu2VFFdpGfklUkMuiT29IoxuN3ovvyShtdeR7TZCL7rLoLn3YXUq3uFvUurpfbJpzBt3ozPyBFEvfhit5b36iMHaPjyfga5cjgsxLE09AGuv+oa+kefHXFtOXAA7WuvY9mzB0V0NKH330fAjBmd+rpNTU2sWbOGo0ePkpCQwJw5c1CeQTWpLuF2wYp5nmvc1Bdh5L1dLra0YCkv7nqRPw/5M7f1v+2sN/tpTSN/Laziuogg3kiP+U0NDp8t7BYnFXnNlOc2UX6oCZvZiUQqITJJTVxmMPH9QwiM9Dnnn8nhpsM8+8uz5DfnMzZ6LH8f8feur729ALfJROPb79D82WdI/fwIe+hBNLNnn/U9ncvlIi8vj507d1JTU4NKpWLw4MFcdNFFBAcH/0EaXShwOwW2flFI3s+1xPYL5pI7+qI6n/7yCwBuo8NT4aw1wNrdlksU1JZLpEGVpEHWyh5bLGVk59yJ1VpNRsZLREZccd72VRREDm+v4ZeviwEYdVUS/cZG95rKyW0y4arrTAQ562pxdXgWTKYT1pOFhHhCeSPCPSG9EeHIwyNQRITjqKjAuH4D5l9+QXQ4kAUF4TdxAv6TJ+M7ahTS3rponge43AIHKnXtYdrFDZ7PIiXMj4kZYUzOCGfwHza2E+Bqbqbo1nlsC70ZdbSG2c+MPamc1y24uWv9XRxuPMzymcvPuFJEudXO2F0FXBGu4VV5AC0rinE32/C9KAL1tPgTMilWrlxJ9oH9PBqxDVVLEdz9M02yQN7/9C1+VMRQEpeGQ6HCXyZlcnAA00M1TAzy71aaLYoin/xSxvPf5RMT5MN7c4eQer4qA/1G4GppwZab20oiZWPLycWt0wEgUamQ+sWgTEgncM4EfAYOQB51FipLlwOKN3gCtAvXgdsOwSke9VHWtRDYAytcL2FTxSZe3PUiDZYGrk27lgcGP4C/0h9rTg7ad97BvHUbssBAgu+4ncAbbugy48psNrNjxw52796Nw+Ggb9++jB8//rTIIwCbW2BTs4GVDTp+bDRgFQTClHJmthJIQ9W+SLuwq6wuXc2neZ9yVH+UcJ9wbsq4iatSrzq1TF4U4cBniGv/is2pYrPlIYbed0evZaD0FrZs2cJPP/3EsGHDmDZtWvv3ThRFftGZWFrbzBqtDpsg0s/Pixsig7kqPJDADsSxs8FCw8JsZD5yQu8e4CE/T2FH64hzVcXM4XZQbaput7q1kUkVxgpqTDWdQrR95D708e+DKIpUGiuxuW1kBGUwL2sek2InIZFIaDDaeGtjEV/urcLpFri0XwQLxicxIEZzRp99G3F0PJHURjq1TbcRX23T7esILsSDSxC3v4YglSOOfwQxYybC8W12mO6KyDoZueVV4CL4BxFbLNReJoKsi/1onbYY7ez+rhSnw83gS2PxC1Z1T5i1Th9/rJ2mO7QvIIBIl+sAZARlMDJqJGqVhxiptTtYq9WzRqtjp86MCCR5q7gsVM3EQDnZlSv4NP9T9HY9o6NHsyBrwWnnptiP6tGtLMFZZ0aZqCbPKXI4t4nMCX0YMzvlpNd96+HD1D3zLLbcXHxGjiDiqadQJSSc9vdFt3w59S+9jEQmI+LJJwiYObPra4Uosm/dR0Tvep4ISRPL3ePYFvcn7rx0BJl9ekYe2Y4cQfvGm5g2bUIWHEzI3XejuXZ2t/1aURTZt28f3333HfHx8dxwww0oequQhdsFX9/hsWhf+gqMWNDl9v+y5S9sqtjUK/lGAK8ereW1snoejAvnscT/0QExQaShzEBZbiNluU00VXnuDfyDvYjP9IRpR6dqkJ8jS65LcLG0YClvH3gb8Njab+p70xkPth4PURQxrFpF/f/9E3dTE5rZswl96MGTVjw+HZhMJvbu3cvevXsxmUwEBwczfPhwBgwYgErlKQD1R6bRBQKzzs6693KpP2pgyKVxDJuVeN59mb8GBLsb+1G9p8JZcQvOug65REltuUQa5CdR8TidOnJz76VFt5P4+D+RmPDgeWXYDU1Wfvq0gKqCFqLTNEy4KQN16MlVR26j0UMIdUEEOevrcNXWIZjNnVeSSJCFBHcmgiIj2gkheUQkirBQJKdB/LhNZszbt2FcvwHTli0IJhNSHx98x4/Df/Jk/MaPR+bXtUT6QkV5k5mN+Q1sLKhnV6nHxqZpt7GFMS41lID/cRub22Cg/NZbOcBw6sMv4ronhhEcffL/80eHPuK1fa/x3KjnuDLlypMuezLcdaiMPbU6vmtUIWY3Ig/xJvCqZFSJmhOWLS0tZfHixdwQpyW4ejXfT17IMnMw+0Q5bpkcf4eF6RGhzOoTzphAP1SnkJbbnG7+9k0u3xyoZlJ6GK9dNxC19//2d+F0IIoizsrKdhLJ/Ms+HKVHQPDY2mQhIXhnZuKdlYlXVhbemZnt4dE9glUHeSs9BFL5z555saM85FG/K8D77DpDp0KduY6Xdr3EpspNpASm8PTIp4/ZuDru5sGDaN95F/P27ciCgwm+4w4C51zfZYU6i8XCjh072LVrFw6Hg4yMDMaPH09ExOnbQ8xuNxuaDKxq0LGxyYBNEIlSKZgZ5iGQYuQWvjzyJcsKltFibyEjKINb+t3CJfGXoDihNPQp0JCP+4tbkDUXctB+DX3u/j9CYs8uA6W3sGvXLtatW8eAAQO4/PLLkUql1NmdfFnXzNLaJo5aHfjLpFwVHsgNUcFk+Xmf0Adw6+00/Dsb0S0QdvcAT5/iJHa081Hm/nTgFJzUmmqpMFa05yhVGDxZSpWGStwcI5SkEimhXhE0tYRgM0UyPe5q7h2fSWLor3gtbz7qIeXKt0PyZJj5FqjPzch7W/6aV99ggm9MP2Y77ABTi50Vr+3HZnJy+YMDLyhVndbhZJ1Wz8q6ag5WfoOX4XukooXIwOHclTWPa+Iu6nHfVnSLmHfXov+xHNHuQh/iw/YjeuIGhzL5tr4n3Di7TSa0b71Fy2efIwsMJPyxxwiYcdkZ9akdFRXUPPY41v378Z86lYhnnu72xtZk1LFn8d8Y3fAFNpS87rqGquSbuG9KOll9NCffTmUl2rffxrB6DVJfX4LvvIOguXO7VIR2hYMHD/Ltt9+SmprKddddh6y31PduJyy/DfJXw/R/wrC7Tlikt/ONRFHk4cJKPq9t5uXUPtwa3XuWv98qjM02yg95FEhV+c24nAJypZQ+6UGeLKT+IeekKnatqZYXd73I5qrNpAel8/TIp+kf0v+s2rTl51P3j+ex7t+P14AsIp54Eu/Ms2uzpqaGnTt3cvjwYdxuN8nJyYwYMYLExMQTbJt/kEYXAOpK9ax7LxeH1cWkW/qSPOTkWQi/ZYhuEUe1EXuRDltxC44KI7hFkEtQxavbSSJFlF+PFDuC4KCg8Clqa78iPGwGGRmvIpP1/kmgO4iiSN72Gn7+uhjRLTJ0TACpkSZc9fW4auvaiSBnfT2uuq4JIXlICPKIiFaVUBsR5HmtiIhAHnp6hFBPITgcWHbuxLh+A8ZNm3A3NSFRKPAZOQL/KVPwnzgReXBwr2/3XMJgc7LtSGNrNbYGWixO5NJWG1trmHZc8P+W7VMwm6m4/Q6qatxk97ubodPjGT4r8aTrFDQXMOe7OUyImcC/xv/rjMnY3S1GFq0t4O9FDlQOEf+L+xAwIRaJ4sROvcPh4JUP/0u1v5IGPyk71VkIEikBxhYGVeVwqzSbS+74NzLF6YXQVzZbWPDZPvJqDTw4KZX7Jib/TxDy5wKiKNL0WS7mX3Lw7mvHVV2MNScHR2lp+zLKhIRjJFJWFl5paT07b7WUQ+5XHgKp8YinSl7qpTDgekieAvLeOwe6BXf7iKAgCtw98G7m9p17SsLFsv8Aje+8jfmXHchCQgi56040113XpW3DarWyc+dOdu7cid1uJz09nfHjxxN5kiqFXcHkcvNDo56VDTo2NRtwiSBzaVGZdzEqwMX9GZdxUcTQsxswcVhwfPswyrzPqXdnoLzxYwLT08+8vV5AdnY2K1asID09nSuuvobNOjNLapvY2GzALcJIjS83RAZzWagGn25yyQSri4ZF2bh1dkLnZaGM8u1kR3PM+gCtK+1XJ4h6Cpfgos5cR7GumFXFq9hStQ2HYANBAVInPnIfrky+kitSriBAGYC33BsvuRdeMq9zP7AmCLD3P7D+aZDKPDadQTedc/upaUcNupUleGeFEHR9eqd+pFlvZ8W/9mMxOJj1wMALLr9Lb9fzad6nfJ7/OSaniZTQ0YiBV7HXHo5T9BDGl7Va2C7qQnF4MrjNTgw/lGHeU4egkJKtc+CM8Wf6PQPw8lV4gnR/+IH6F1/CpdUSOOd6Qh988MwGATpAdLtp+u9/0b71NjKNmqgXXsBv3Lhul885uAfbqocZJhykQIzhKcet+KaO44HJqQw8Tinn0mppXLiIlq++QiKVEnjTjQTfeecZKS52797N2rVr6devH1dffXXvZRy5HPDVrVD4Hcx4HYbefsIivZ1v5BJEbjt0lA1NBv7TP57prQVH/gC4HG6qj+goy22kPLcJY7MnTDskxs+jQuofTFh874Vpi6LIxoqNvLTrJbRWLXPS53D/4PvxVfTs/sOt16N98y1avvgCmVpN2MN/QX3llV1mhp1We243+fn57Nq1i8rKSpRKJQMHDmTYsGHdVoKFP0ijXx1522vYsrQQv0AV0+/OOuWo/28NoijiarS2Ws502Et0nXKJ2kgiVXwAkrOUCoqiSHnF+5SUvIo6YBBZWYtQKns3WE8wGnHW1bWqhOra1UJtr03NNvJir6Q5qC8aXRHphZ/jY2tEHhrqIYDCw5FHRqAIb7WPRUZ65oWF9VpJxLM6Rrcb68GDHgJpwwacVVUgleI9eBD+kyfjP3kKyj7nZpTwXMEtiOyvaPGokPLrKWq1sSWH+TEp3ROmPThW87sOQhZsNirnL8C4P4d9U/4Pub8v1z1x0UnluTaXjevWXIfRYeSbWd+c8QiYo8nKT5/k0K/BgSzWn5CrUlB0UaGmyGxjXaOepcUVHG29aY/U1xJfXMAgfT3X+2STIuQgWbAVgk+szNIVthVpuW/pAdyCyJvXD2Ri+ulZhP5A9xBsLurfPgBOgbAHBiPzVeA2GjvY2nKw5uTgbvRUfZIoFKj6ZuCdNQDvrEy8s7JQxJ5GpoYoQs0BD3mUuxwsjR7FUfoM6HclJIw7qwDtvKY8nt3xLHlNeYyOHs0Tw5+gj3+fHrVh2bcP7dvvYNm5E3loKMF33YXmumuRqk4csDiePEpLS2P8+PFERUWd1rZEUWRn7U4+yfuEbTUHEPxG4B98GdVCGG4g0VvF5WEaLg/XkO57dvl65u1LUKz/MyJSHFPfwn/UNWfV3pmioKCAZcuW4ZecinnYWJY36GhwuAhTyrkuIog5kcEk+px8cEh0Cmj/m4ujwkjIbf2QBLsRvr4b76ofafAaw2bLA2gbjtkGLlSC6FTYmF/PvUt3oQ7bj1fIVprt2m6XlSDBS+6Ft9zbQyTJWqcVx6bb3veR+7RPd1znpOsa65Guug/KtkHSRJj1Nqh79ts6Gxi3VqFfexSfwWEEXpOKRCrBYnDw7Wv7MbXYmXmBVQpssbWwOG8xS/KXYHFZmBI3hXlZ80gP8hC2eqeL9U0G1mh1/NRsxC6IhCnlTA/VMCNUzQi132mH5juqjOhWleCoMNLiFjnqo2DM7DBMb76Ceds2VH0ziHzmGbyzzqw6anewFRRQ88ij2I8cQXPddYQ/8tdulUA2h4t1yz9kWOH/ES1pZLU4hufsc+ibmsoDk1MYoJHR9J//0rx4MaLDgeaaawi5524Up2kB7g4///wz69evZ+DAgcyaNat3iaMv58KR7z1KuyG3nLBIb+cbmd1uZh8s4bDJypcDkhiu+X3dW/YGRFGkudbcHqZdV6JHFMHbX0Fsv2DiMz1h2irvs7eVGR1G3tr/FssKlxHqE8rfhv+NSbGTTr2PgoDu66/RvvY6br2ewDlzCL3/PmTqMzt/mc1m9u3bx549ezAajQQGBjJ8+HAGDhyI10myytrwB2n0K8HtEtj+ZRGHtlYTkxHIJXf2P28p7+caLr0dR6neE15drMOt95S8lgWq8EoJPCGXqLdR37COvLy/oFSGMmDAh/j5nljx5niIoohgMJwYKN0pT6gO0WLpvKJE4iGEOhBB8vBIKpxR7MtT4BYkjJiZQNaUuN+cukEUReyFhe0Ekr2wEABVRgb+kyfhP3kKqtSU31zYXkWThY0FnhykXUebcLqP2dgmpocxPu382tgEwYm0p1aSnrTvcFD1pz9h3radmltfp+Cogiv/MpioFM1J13tp10ssKVjCe1PeY1TUqB5vV3SLmLZX0by+HKsoUj82knGXJLWP/IqiSI7JylqtnrVaHUUWz3kiTN/MqOr9hGTnEG4zMWL2TQzyzkO+/f/gqg88lqVTbVsUWbSllP/7oYDkMD/emzuUhJD/LWXZuYSj2kTDvw/ilawh+JZ+J6hCRVHEVVvbIWQ7G9vhPESrR70hU6vb7WzeA7Lwyso6+eiw2wklP3kq0hSuA4cJvIMgo5VAih8HstPr2J2LKieWPXs85NHu3cjDwgiePw/N7K6zNKxWK7t27WLnzp3YbDZSU1MZP3480dFdk/EOt4N1R9exOG8xR1qOEOwVzJz0OVybdi2BXoE0OVysbdSxsl7HLzoTAp5Q3ctbLWxJPqenyDse+sJDOD+7hRBZMbb+t+N1xcsgP3/q3bziEl7YuJWSmCTKvAOQSWBycAA3RAYzKSjgtG6SbWYnjYvzoNxAVbgvLS05jBZewFfWxA7jzZSoriEsTk1orP9viiA6Hl/uqeTxFbn0jQzgo9suwt8bCpsLsbqsHGw4yIriFVSbqgn1DmV01GjCfcOxuqzYXDbPs9uGxWXB6vRMd3zP6rJid9t7vE9egoi3wgcvL80xgqk70qkD4dTpvY7E1nEkl0x68kFGw8YKDOvL8R0egWpSLN++fhBjk5WZ9w085bXvfKHR2sjiw4v5ovALbC4bU+OnMi9rHimB3fdZTS6PZXWNVsfGJiNWwROaPy3Eo0AaE+h/yspZoiBiOdBA8+oSsLqostpQ5XxA/O0zCbzhBiTy3sleOR6Cw4H2zTdp/u9HKGJiiHrlZXwGdV/l6XB5HTlLn+Iq69e4JArec11FXb4X15dsxdtmJmD6dELvvw9lfHyv7eNPP/3Eli1bTshOO2u47PDFjZ4cv8vf8ajuOuBc5Bs1OVzM2l9Ek9PFysEppPme2bXgfwU2s5OKvCbKcpqoyGvCbnYhlUqITFET1z+E+MxgNOFnF6adrc3muR3PcaTlCBNjJvL48MeJ8O3asm7NzaXuuX9gy83Fe8gQIp58Aq8zVP7W1dWxa9cucnJycLvdJCYmMnz4cFJSUnpEjv5BGv0KsBgcfP9+LrXFegZNiWXEFYlIf6Mqh/YKZ2V6HEcN2Mv0uFs8HQyJtxyvJDWqlEC8kjXIgs6DJLoVekM2OTnzcLttZPZ/B40ss90a5myzi3XKEao/kRCSSlsVQuFd5whFRiAPCelWIWRqsbN5SQHluU1EJKqZeHM6gV0oLH4rcFRUYNywEeOGDVgPHABRRBEb26pAmoz3wAFnLJX8tWC0Odl6pJGNBfX8VNDZxjYx3ROmHX+OyAartZriklfQan8kMeF+4uLmI5H0bjCf6HJR/dCfMa5fj/zhF1m/T03fsdFcfEPaSdfbXr2duzfczU0ZN/HosEd7vF1HlZGWr4tw1prZGaHgq0EBLB2XgQjs0plZ26hjnVZPtd2JTAIj1H5MDfSl4ZNF+BQeALebrFQNox5+F5/mXFg8C7KuhysXnnLbJruLR5Znsza3jsuyInn16ix8VeemE/y/DNMvNehWlaCenoD/uFOrCESXC3txcbsSyZaTi7242GNjARQxMcdIpMwsvPpmdF2lx2mDko1weMUxAsknGDJmQt8rIH5stwTSTxU/8eLuF6k313Nt2rXcP/j+UwdF9wDmnbvQvvM21r37kEdEEDJ/Huqrr+6SPLLZbOzatYsdO3Zgs9lISUlh/Pjx9Onj+Sz1dj1fFn7J0oKlaK1akjXJ3Nz3Zi5LvAylrGtiQ+twsrpBx6oGHbv0nlDd/n7eXB6mYVaYhjjvnpE+zZXN1Cx6kP6KlbhC+iOfs/i0VX5nAlEUyTZa+aC4gtVNRhxyBXEqBTdFh3BtRBDhqu7J9RMyiMoNxJkcJKhk5FpdBPuvZaj8vziVYTSPeQfNoLG/SYKoI0RR5N2fivnnj0cYmxLCwpuG4NfFuU4QBX4s+5E3979JlamKYRHD+POQP9MvpN9pbUcQhU4kUpeEk74a28FPsTYXYw1KwJY8CatM3vU6HdpqI6l6CpVMdUwB1Q3hJKt1Iaty4kBFk1XGgNEJREYHd0lWHa+o6q3Q2q6gtWj56PBHfFX4FQ7BwbSEaczLnEei5uR28eNhcQv81GxgTYOO9U0GTG4BtVzG1JAAZoRqGB/k323en3nnLur+8RLOgJH4xI7EDShGRBE9KwmJ7Nz20y179lDz2OM4a2sJvusuQu+9p1sLs9MtsGztJlKW/o2gPB0um4yjkTH8K+0aIocO4IHJKVwU33vZa6Io8sMPP7Bz507GjBnD5MmTe61tnDb4Yo5nAOSKhTBwTqe3ezvfCDwFSGbuL0IhkbBmSAqRqt/2Oe98QXAL1B01tFZja6Sp2hMpEhDqTXx/jwopKkWDrIuIhVPBKTj5NO9TFh5ciFQi5f7B93N92vXtRLirpQXta6+jW74cWUgw4X/9a/dB8ic7BkGgsLCQnTt3Ul5ejkKhYMCAAQwbNoywsDOLwfmDNDrPqC8zsG5RLnazkwk3p5N60emHYl4IEN0izloT9laCyFFmQDB7yptKfRWo4gNQJqhRxQf0OJfojPZHFBH0epztdrFjRJDFWEbN2IM4gx2ov5Dh+3OHG3KpFHlYmMca1k2OkDw09KxHXERR5MiuOrZ9WYTLKTB8ZiIDJsf85lRHx8Ol1WLcuAnjhg2Yd+0CpxNZaAj+kzwKJN9hF52T/KVzCbcgcqCihY0FHhvbkXqPjS0p1JfJGeFMTA9jSFzgWdvYXC4TZeWLqKz8DyAlIGAAOt0uAgNH0a/vv1CpeifTTBQEah57DMOq1YQ+9jc2VKZiMzmZ88yIk8ptm23NXL3qajQqDV/M+AJVD7LBBLsbw/pyTD9XI/VTsn1UMPdj4m8JkZTZ7HzfqKfZ6UYllTA+0J/poWqmBAegy93Puvfewa5vITbAzIREEyF/2ezpZC0aDUpfmLcFVCeXWJdqTcz/dB8lWhOPTUvnrrGJvzkl3G8FoijS/Fk+1vxmQhdkoYrtOfkimM1YDx/G1q5IysFVV+d5Uy7HKzUVrwFZeGdm4T0gC2VCQmdi2mn1jNwe/tZDIDnNrQTSLE+AdtwYkMmpN9fz8u6X2VCxgWRNMk+PfLpXRnK7giiKWHbuRPv2O1j370ceGUnIggVorryiy3OizWZj9+7d7NixA6vVSlBSEDWRNWyq34TVZWVU1Chu6XsLI6NG9ui7XGt3sLpBx8oGHfsMngGRgf4+7QRStNfpnZ+bqk3se3MR47zfQKUUkMx8E7Jmn/Z+nA5anC6+rm9haW0Th0025G436QYtj48YzMTI0BOO+3RCqvuplUTobIjpfkTJX0VWvPaU1dF+S3ALIs+uPsziHeVcMTCKV68ZgFJ+8muT0+3kqyNf8V7OezTbmpkaP5UHBj1wxhUxAY+NdP8n8MMTgAiX/AOG3Naj7CJBFLC77SeQS6cinI4nnk5432nFbDXjkDgQJT27V1FIFe0EUkdCqafqqI7rukU3XxZ+yfIjy3EJLi5LvIy7Mu8iXh3fs8+8C9jcAltbjKzR6vih0YDe5cZPJuWSEDWXhaqZEBSAj0yKq7GR+ldfxbBqNYo+fYh46klckZlUfnSYQEFEUCsJvy6tywIVvQm3yUT9Sy+h//obVH0ziH7lFVQpnRVWoiBgWLsO7Vtv4ayooCkinOiMahLCG8gPnsxfdLPJM/szKimYByalMDyxd7I3RVFkzZo17Nu3j4kTJzLuJBlMPYbTCkuug6Nb4ar3T1BO93a+EUCu0cKVB4qJ8VLy7aBk1Io/BtF6CkOTlYpDTZTlNlFV2ILbKaBQyYjJCCIuM5i4/sH4qns2KFNlrOL5Xc/zc/XP9A/uz1PDnyBiQw4Nb7yJYDYTNHcuIffe0+OiRFarlf3797N79270ej1qtZphw4YxePBgvLso2tEd9BYnh2v0HKrRc6jawKEaPT89POEP0uh8If+XWrYsKcQnQMm0uzMJjbmwStp2BdHpxl5hxFHWShKVGxEdnmodsiAvVPEBqOLVKBMCkIecWLHkrLYtirh1Olz19Thraz3PdZ0DpZ319e2Wh3a0EUIREUj6BFM36hAmTSXh7kkkBM9DGdXHoxA6RxLcrmDW29mypJCj2Y2EJwQw8eYMgiJ/u6qjjnAbjZg2b8G4YQOmbdsQLRak/v74XXyxpxLb2DFdlqa+0NFmY9tU0MDO0mM2totTQ5mYEc741NAeVeASRTe1tV9TUvovHI5GIsKvICnpYVSqCGprl1N45BlkMh/69f0nwcHjz2rfRVGk7uln0H35JaEPPURZ7CXsWlnKtAWZJA4MPel6D/70INuqt7H0sqWkBZ1ckdQR1oJmdN8W49bZYUQEmwYG8HhZLRLAJYKfTMqU4ACmhWqYFOSPr1yGtvwomxd/SMWhbASlF2MSzIyQ7kRyx4/QZygsvR5KNsGdGyHy5BkL6/Pq+fOyg8hlEt65YTCjk888z6zZ1ozOriNIFUSAKqBXOm6/RwjW1nwjQST8/kFIfc7eZumsb8CWe4xEsuXmthcOkPr4oExKQpWUhDIpEVXrtKJPHySCA4rWe0ocF34PTjNunxC+SBjI2/YK3MCCAQu4ud/NPa8sdgYQRRHzz7/Q+PbbWLOzUURFEXz3AjRXXHGCOlUURXZV7eLtnW+TY85BipR+kn4suGgB4/qe/Q1Lpc3BqgYdKxtayDF6rpcXBfhyebiGmaGakyp4ABqrjKx/40cm+vyLcOlhj7Vi2qseMvcMIYgiP7eYWFLbxNpGPXZBpJ+3ksiCbDJ0Ddxzy80EBgaeFkEUFhfQyWImFDTT8nURPmkyAlsWIDFVn1Ad7bcMm9PNn788yNrcOuaNS+SxS9N7NBBlcpj4+PDHLM5bjNPtZHbabOZnzSfYu4c33foqWHWf5xydMA5mvQOBcT08mnMDu8XJyjcO0lRjYvrgEFxFDSgmhKEYFeIhlNweUqkj6dRGOFlclq5VUW3TXawriMJp7ZdcImdm0kzuzLyT2IDYc3LsDkFge4uJ77Q61rUO1HhLJYyzGBjx9RcMO7iHmLk3EjJ/frua02pysPPNA0Tr7fhIJXgPCEU9PQF5D2+Eewrjxo3UPvkUgslE6EMPEXTLzSCRYN66lYbX38BeUIAqLY3Qhx7EZ+w4lu04QvOP/8edkpXI5HL2x9/FA2WjqDMLDE8I4sHJqYxMOnvySBAEVqxYQW5uLpdeeikjRozohaNthcMCS671VAq9+kPof3Wnt3s73whga7ORG3NKuUjty9IBiaesOPsHuofT4aa6oIWyQ02U5zZianXXhMb6e6qxZYYQFut/WqIJURT5vux7vlz+D65doyO+XsRr+EVEPfkUquTkHu1XQ0NDuwXN6XQSHx/P8OHDSUtLO6UFTWu0c6hGz+FqPYdrPARRZfOx62yU2ou+UWr+c+tFv33SqH///uKaNWvw9vbGy8sLb29vFArFBTPC7HYL/LK8mJyfqohO0zD1rv54+12YKgzB4sRebsBeZsBxVI+j2uSpbiYBRbgPyng1qgQPUSQ7i4tJOyHUTaB0OyFks3VeUSY7phDqGCjdZh+LjEQeHNyJEBIEF0XFz1NV9SkhIZPp3+91ZLLzT2KIokjR3nq2fVGE0+7mohnxDJoS+5u1JnYFwWbD/MsOD4G0aRNunQ6JSoXv6NEeAmnCxWdU2eLXhtHmZFtRIxvy69lcqKXZ7EAulXBRfBCTMjxh2ifLzGlp2cmRohcwmfJQBwwiJfVJ1AGdS3qbzEUcPvQAJnMhsbF3kZT4Z6TSnp8nRFGk4eWXaf5kMcHz56OYcxfLnt9DfFYIl847eWnOr498zTM7nuHhoQ9zS78Twxq7gtvoQLemlNq8RrYnebMt3Y/tdht2wXNtmBWq4brIIMYE+rV3VMy6Fn7+8jMObVqPytcXSZ9EwhXVXO1aAeMegYl/h50L4fvHPDenw+d3u31BEHljYxFvbSwiM1rNwpsG0yfwzH7fdredjw59xIe5H7bneEglUjQqDYGqQDReGoK8gjyvvQIJVAV2fm599ESd9VuHo9JIw6JsvFIDCb65b69fd0VBwFFaijUnF9vhw9hLS3CUlOJqaGhfRqJUooyPR5WchDIxCVVcNEfFQ7ykW81h0cJoi5W/WyTEpM30ZCDFjfJUdDoPEEUR8/btaN9+B1tODoo+fQi5ewHqWbNwyySsL1/P4sOLOdR0CLVKzTVJ15BqSeXQrkNYLBYSExMZP348cXG9czN+1GJvJ5DyzDYkwAiNL5eHBXJZqJpQZdcEkrbCyKo39nKR7zIyZV8gCUmF2R9DeN8ebb/G5mBZXTNLa5upsDlQy2VcHR7IrAAVO5d+jtVqY1TfadgbZadFEB1vMbPmN9H0aR6qECMhxtuQBITB7I88JPTvAHqrk3mL97LraDNPXJbBnWN7ZmnqCK1Fy8LshXxT9A0qmYrb+t/GzX1vxkdxivOnKMKBT+GHv4PghinPwtA74AK5EXVYXax66yDaCiPTFmQS1y+YluVHsOxvOG07bU8giiJOwdmtOqrt4XA7GB45vMeB+2cDlyCyNSeP5dt3sblPAs3qQFTAhFYL2yUhagLkrbYYp5sNHx5GXthMqrcMmVyK/8RY/MdGIzmFiu2s9rGpidqnnsa0cSOqjAwkMhm2Q4dQxMQQev/9BFw2vZPCtFpn5bUvf+TSyjeZItuHXZ3EpsSHeepQGFqjnWEJQTw4KYWRScGnvB6Vak00mx0MiQs8YVm3281XX31FQUEBs2bNYvDgwb130A4zfD4bKnbCNf/xXJdacS7yjQC+rmvm3vwKZoVpWNQ3rkfV9/5A1xBFkaZqM+WHGinLaaL+aGuYdoCSuP7BxPcPJiYjCGU36n6XVkvDP/+FfuVKLIHeLBpvp2JINH8f+QTj+px6wEgQBIqKiti1axelpaXI5XIyMzMZPnw4EREnOplEUaRGb+NwtZ5DNYbWZz31hmO5dXHBPvSPUtMvOsDzHBVAsJ+nT/u7sKdFRUWJ8+bN6zRPJpO1E0gdyaSTTbe9lveiAsVqdPD9+4eoKdIxYGIMo65OuqBIArfejr1Mj/2oAUeZHme9BURAJkEZ7dduNVPFBfRoFNmt1+Osru4yWLotT0i0HxeuKJMhDw87kQhqf27NEJKdWWe/svITjhQ9j79fBlkD3sdL9etYAy0GB1uXFlJyQEtYnD8Tb8743VXNA0+GiWXffowbPEHartpakMnwGTq0NQdpEooelp2+EOAWRA5WtrAhv7ONLbGDjW1oq43NYimnuORltNof8VJFkZz8KGFhl3XbkXG7bRQVv0h19ecEBAygf7838Pbu2Whkw5tv0rRwEYE3zyXs0cc8o63VJuY8Pfyk8tlyQzmzV88mKzSL96e8f0p1jSiKFO+uYVVONZuCpBwIlCNIIFqlYITGj6/rW7irTwj/SDnWQXY5HOxft4pdK5bhcjgYOHUGqsQ0ftm4mgeVXyAPToQ7N0D9YfhwMqRMgeuXdKsO0FudPPjFAX4q1HLNkD48f0V/vM6wCuP26u28tOslKowVXBJ3CRfHXIzerm9XHbXYWmixt9Bia0Fn16Gz67odXfaR+7STSd0RTR3n+Sv9f9NqJuP2avRrSlHPSMR/zPmprug2GHCUlmIvKcVeUoKjpAR7aSnG+iq+HCNh7UUS/C1wZ3YQE60heHnpULqLUflZUEUEIh0wy9NRjx15XggkURQxbdlC49vvYDt8GFuEhuWjpKxJ0ROjiWduxlxmJc/CW+6RjzscDvbu3cvPP/+M2WwmISGB8ePHE9+Loa9HzDZWNrSwqsETRC+TwBiNP5eHaZgWqibwOBtDfZmBVW8cIN7/EJP8X0fqMMK0V2DwLSdV8DgEgfVNBj6vaWJzsxEBGBXgy2VSb/pr3TQebSS75iecohV1cxYKl/9pEUTHw15uoPGDHOSKekKFe5CmT4Ir3vVU3fsdoN5g45b/7qZEa+Kfswdw+cDe+a0d1R/lrf1vsaFiAyHeIdw94G6uTLmya0WevhpW3++xhcaP9VRGC0rolf3oDThsLla/lU1DmYGp8/q3K2tFQaT5iwKsOY1oLk/Cb+TpVS38LcNtMtP49ts0f/opMo2GkMcepXDsBNY26vlOq6fG7kQhkTAu0J/LwtRcGqJGI5OxfdkRSrZVMzzShwCzE3mwF+qZSXinnztbpzU/n9rHHvcUXJFICJg1i8jnnu2yEiV4zqcrDlSzafVnPCx8RLykDmfaTFaE3sO/dluoN9i5KD6QByalMjr5RPKostnCGxuKWHGgCkGECWmhPDurP7HBnQlTl8vF0qVLKSkp4eqrryYzM7P3Dtpugs+uhqo9HgK+76z2t85FvhHAuxUN/KOkhrv6hPBccvQFI674vcBqclBxuJny3EYq8pqxW1xIZRKiUjTEZ4YQ198Tpi06nbQsWYL27XcQ7HaCb7uNkPnzOGgq5Lkdz1GiL+GSuEt4bNhjhPqc6A6w2WwcPHiQXbt20dLSgr+/f7sFzbe1KqEgiFQ0W9rtZYdr9Byq1tNiaY2UkUBSqB/9oz3EUP9oNX2jAk5aCOh3QRoNGDBAXLFiBVarFavVis1mO+m0/Xiy4jgoFIrTJpqOn+4oAdNWGFm7KAerwcmEm9JIG/Hr3iCLooir0doeWG0vM+Bu9ih5JEopyrhWq1l8AMoYf6TKnnekbYWFNC5ahPH7HzyjUW2Qy5GHhXYfKB0egTwk+IwJodNFY+NPHDr8AHK5PwOy3sff//SCIM8Fivc1sGVpIQ6ri4sui2fQ1DhkFxCh2JsQRRHbocPtBJKjpAQAr8xMD4E0ZTKqxDMfMf01UdlsYWN+PRs72NjC/VzcPmAzSb5rkUmVJMTfTUzM7chkp1e9oqHhe/ILHkMURTLSXyA8fMZprdf4/gdoX3sNzexriHjuOfK217D580ImzE2n7+juO8lOwckt626h3FDO17O+7raaA0Cxxcbqska+K2/kUOvhpKqUTI8IZHqomv6+XlybXcphk5UdIzLQKOSebK+dP7P1848waOtJHDKM8TfdgczXj3ffeYeb5WuIdpYimb8NAiLhvfHgssGC7d3mjxTWGZn36V6qW6w8PbMvN42IO6MOUI2phlf3vMrGio3EB8Tz+PDHT6tanFtwY3QYabY3o7N5SKW26e6Ipu4CX2US2TFSySsQjerURFN3Yci/BkRRpGlxHrYjLYQtGIDyV7Jeb6ncwgs7n6fWUsflquHc1pCKqrjaQyqVl4PL1b6s3EdAFeBAFaJEmT4A1YjpKEfNRB7UO7kYXaHGVMPneZ9R/N0yZm22kFgPrugw+tz3EJqZM7u8/jkcDvbt28fPP/+MyWQiPj6e8ePHk5DQezfqoiiSb7axslWBVGZ1IJfA+MAALg/XcGkHNUJdqZ5Vbx0kKMDMlfGLkFVsAb8ICEmBoEQITm5/FKkiWdJg4MvaZppcboJFCaNboF+hFXmFJ2dJkLgwhh7CKTUxPH0KGZmpZ1TFzNlgQfvuPqSuBkKVf0V2ycMw4u7fhR0NoLjBxC3/3Y3O4mDR3CGMTeneZnymONhwkNf3vc7+hv3EB8TzwOAHmBQ7yXNeFUU4+Dl8/zcQnDD5WbjozgtGXQTgtLtZ/fZB6koNTL2zH0mDO+cDim6Bps8LsOU1EXh1Cr6/sUzR04Uoihh/XE/9iy/iamhAc+21hP35oU5lugVR5IDBwhqtjjVaPZU2RztpPD1UTZ9DRgpWHCUj3o8MmQR3kw2v9CA0MxKRh5x+Lsqp4CgvR/vW2xi++w5pQACa2bOx7t+P9cAB/KdMJuLZZ5EHdU9WaY12nl95gD75/+E+xbco5TLcY/7CF/LLeXdrJXUGG0PiAnlgUgpjU0JoMNp5e1MRy/ZUIpFIuHlEHGEBKt7cUIRTELn34mTmj0/sNPjkcDj4/PPPqaio4LrrriP9DCtYdQm7ET69Cmr2w7WLIf2y9rfORb6RKIo8VVzNB1WNPJkUxb2xvZOh+QdOhOAWqCvVU5bryUJqqfXY7KMpJylvGfKGcnzGjCHi739D1eF67nQ7+ejwR7yX/R4qmYoHhzzINanXIJVIaWxsZPfu3Rw8eBCHw0FMTIynClpqGuUtNg5VHyOI8moMGO2ePo9CJiE13L9dQdQvSk1GpD8+yp6JZH4XpFFPM43cbjd2u71LYulUpJPT6Txp2yqVCm9vb1TWMISKMKRKkdChDtQRypOSTiqVqvdl/W2h1a1WM3u5AcHUFlot91jNWu1miki/s6qYYM3NpXHhIkybNiH19SVwzvV4ZWW1B0zLg889IXS6MJoKyM6+E5dLT79+bxAaMulX2xer0cHWZUco3ttASIwfk27JIKTPhZ91dbawlx5tJ5BsOTkAKBMT2wkkr/79f5MjIEabjV9yPsJteB+FxMjP1cNZVTqD1Kh4JmeEn9LG1hFWaxWHDz+I3nCAqKjrSE15Epms+85a8+JPqX/xRQJmzCDqlZcxG1wsfXYnoXEBXP7gwJN+nu8efJdF2Yv45/h/MjV+aqf3RFEkx2RlnVbPdw06iqwe0r2fwc20YDWXD4wmxe/Yfv3YqOfm3KM8nxLNnX1CqSspYvPiD6guyCMkNp6Lb76TuMyBiKLI0qVL0RR/w3Rh/TEb2jfzPaXVb1kD8aO73N/V2TU8sjwHPy85i24azJC4no+AOtwOPjn8Ce/nvI9EImFe1jxu7nvzOSVjrC6rh1SyN3sIJdsxQqkroklv1yPS9TXWV+HbyRbXkWgK8grqPM9Lg7/C/5z+pgSLk/q3DoAEwu8fjPQkYeu9jXpzPa/seYX15etJ1iTz1MinGBTWuZSz6HTiqKzEXlzsUSgdKcRRkIO9sg7ReUwxJvNTokpMQJkx0JOZlJyEMikJeVjYGX9+udpcFuctZn35egCmxk/l5oy5xGbXoX3nXewFBSjj4wm5914Cpk/r8lrpdDrZt28f27dvx2QyERcX104e9XaWYI7Jysp6Hau0LVTZnCglEiYG+3N5WCCXBAdgKDOy6u1s/DQKrpmSj6pxHzQVQ1MxZpuFVaEXsyTyMvaoM5ELLsZoDzOpoojkOjtOr1gU0en4xycRGOPLlj1rqayq4Prrryct7fQz1DrCrbfR8MbPiFYLYcH/Qj7nn78bOxrA/ooWbv94D3KphI9uHUZmH/WpVzpDiKLIlqotvLHvDUr0JWSFZvFo2lyydv4Hin6E2FEe9VbQhTXI43S4+e6dbGqKdEy5ox8pQ8O7XE50CTQuzsNe1ELQtWn4DPp93TQ7qqqo+8c/MG/Ziio9nchnnsZ74MCTriOKIrkmK2saPARSqdWOFMiSKojcq2eEU8Y1g8Kx/VyD6BbwH9cH/wkxZzSw3AZnfQONC/+NbvnXSORygubOJfjOO5Cp1YiCQPPHn6B9/XWkAQFEPv8P/CdMOGl7Pxyu490Vm7jb/hHTZLsRgpJwTX2JZc1p/HtzCbV6G2H+KlosDkQRrrsohvsmphCh9ox81RtsPP9dPquza4gL9uHZWf24OO3Yd8Nms7F48WLq6+u54YYbSErqxSqSNgN8eiXUZsN1n0Hape1vnYt8I0EUWZBXzqoGHe9kxHJNxG+/MMBvAS15ZdS8+ArSvZuxegVTlHw1+uhBxPb15CDF9Q/GJ+BY/7PcUM4/dvyDXXW7SPNPY7R5NPoSPTKZjD6JqUjCUigxKzlUoye/1oCttR+jkkvJiAygf6u9rH+0mpRwP1Tys78H/58kjc4GLpfrpMSS1WKjIUfEXO6FxM+K0KcCq9OE1WpFELoPypNIJF1a5U5nui2/SXQKOCqN2I/qPaHVFUZEe2totUaFKsGjIlIlqJGH9k5otWXfPhoXLsK8fTtStZqgm+cSdNNNnUY0LkTY7Q1k58zDaDxESvLfiIm5rVc+D1EUweVCdDqPPRyOzq+7mFd3pJH8rRW4rQ7i+6qJSQ1A4m5btmdtdTmv9bXvyJFEvfLyBRVM7ayrw7hxI8YNG7Ds3gNuN/KICE8ltimT8Rk69LyGlp8pmpq2UVT8AmZzERrNcJKSHqdE18ejQspvoLDeCEBiiG97DtLQU1RjEwQnpUffpLx8Eb6+yfTv9yZ+fifeWOmWL6f2iSfxnzKZ6NdfB5mMdYtyqchr5vonh6EJ6/7/fbDhILd8fwszEmfwwpgXAHCLIrt0ZtY16lir1VNtdyIFhhhFxlfZuTQwgIzLkpEFdCZYnILIxbsLkEhgdVIoO5ctJm/rJnzUGkZfdxP9J0xB2moFOnToEJuWf8i90iXI4kfBTd9AzjL4dgFc/De4+NET9tXlFnjl+wI+2HaUIXGBLLxxMGEBp6fe6ohfqn/hpd0vUWYoY0rcFP469K9E+l14Vkm34Ebv0Lerl9rIpJMRTW1ZTMdDLpGj8eqsXDop0aTSoJD1LDDaXm5A+14O3n2DCLox45wTv27BzbLCZbx14C1cgosFAxZwS99berTfoiDgLCvGsf1r7Hs3YS8pxqGTYjcqEBzH9l/q5+cJ305sJZISPUHciujoLkket+Bmc9VmFh9ezP6G/fgp/Lgm9RpuzLixk5JPFASMGzbQ+M672I8cQZmURMg9dxMwbVrnSnGtcDqd7N+/n+3bt2M0GomNjWX8+PEkJvZ+pUBRFNlvsLCyQceqBh11DifeUgmTggMY51Zg+KiYoEBv0kdGsLPewA9SOwdCpTgUUiKNRi6rO8R1hl9IFI7gba9A6rYca1vuhV4aRK3Dh+CUYYRljDqmUvINOW2FkNDSiPbN7bhs3oSmfIfyhmd/N3Y0gI359dy7ZD/hAV4svn0YccHnp4CGS3CxqnglRzY/xz115XghxTD2z4SM/9sFpS4CcDncfPfvHKoKW5h8a1/Shp9cQSQ63TR+dBh7mZ6gORn4ZJ550YQLBaLDQdN/P6Jx4UIkMhkh999H0E039bjvJIoiBWYbq7U6vtPqKTR73AhxOjfXxoVwSYmFwH2NyNRK1NMT8c4K6dF5x63X0/ThhzR/+hmiy0XgtbMJXrAARRclwG2FR6h59FHsBQVoZl9D2KOPIfPr/vuvtzp5aW0+1fu+4wXVp8SK1RiSr+A9/3v4cE8zdpfnHiw90p9HpqYxIe3EgYDtRY08teoQpVoz0/pH8OSMvkRpPINiFouFjz/+mObmZubOndtrOXMAWHXw6RUea/71SzzWfM5dvpFdEJiTXcpuvYnPs5IYH/T7H6z+tSA6HDR98gmNCxeBy0XwXXcRcPNt1JRZPGHaOY2Y9Q4AwuIDPGHa/YNRh6vYs/8Anx/4jN3eO3BKnUSah1FTeylGl+c76aeS0zeqjRzyWMwSQ3zPuspzdzjnpJFEIokBFgPheNJy3hdF8U2JRBIELAPigTLgWlEUWySeX/CbwHTAAtwqiuL+k23jQqmeZjM5+eHDQ1QVtJB5cR9Gz05utxuJoojT6TxtC13HaZvNxsk+Z5lEikqiQOmWoxLlKEUF3l5e+Kh98Q0JwC9Cg0+g3wmk05nmN4miiGXHDhoXLsKyZw+y4GCCb7sVzfVzTnpCP1uIogitJIjQSoLQgRgRHI4TXp9sGbfdSkPNd1gMpfh7paHxGwIudytJ4zg1YdMVWeN0drbl9RIkCkX7A6XnWapQIlEqQNH1a4lCgVSpbH8tOp3ov1mB98CBxLy3CJn/hXeRcOt0GDdvxrhhA+Zt2xHtdmRqNX4TJuA/ZTK+o0e3V/u4UGA2l1BU/BJNTT/h7RVLcvJjhIZe0qWHflNBAxvy69lV2ozDLRDgJWdCehhXD+7DmOSQbivgNDVvJy/vL7hcRlJSniA6ak57+/o131Hz17/iO2YMfd59B6lSScn+Br5//xAjr0xi8NTuOzZmp5lrVl2DiMjnl33FAbPI2taSvU1OFyqphLFqPybUOBi+s4lgbwWay5Px7tu1hefDKi3P5B3lpdpDNG/8DtHtZvBlVzD8imtRdSAqLRYL7779Fje7PidMZkByzw5PRZH3xkHUILhl1Qk5M00mO/ctPcAvJU3MHRHHkzP6nrLE9PGoM9fx6p5XWV++nlj/WB4f/jhjosf0qI0LGaIoYnVZabG3nDbRpLfru23PX+F/AtHUKfT7uHm+Cl9MW6vRrzt6znNDCpoLeG7Hc+Q25jIyciRPjnjy7EqHt8FuhCM/IB76BnfuRuwtAnZ7CA5pAnaTF/YqLe7GxvbFJSoVyoQEVImJKJOTIK4P2xVH+Uj3A0etlUT5RnFT35u4KuUqfBXdXx9FQcD443oa330He1ExqpRkQu69F/9LLumWPDpw4ADbtm3DaDQSExPD+PHjSUpKOidknSCK7NKbWdmgY02DjkanC2+JhMRKOw3+UrRqOUoBxglKrg3RMDkpGJ+ADnkkogjGOmgqRmgqpnjn9wiNR4jzdeJtrfNYntqgUkNwUuujze6WBEFJ4BVwrMmyvWj/k43DmUDIyCq8Zs393djRAL7cU8njK3LpGxnAR7ddRIjfeQzYN9bB6gfhyDrqguO5z1/GEambK5Kv4J4B9xDu27WS53zD5XS3D5BMujmD9JGnR/4LdjeN/z2Eo9JI8M19z2lez7mGefdu6p59DkdJCf6XXEL43x5H0UUI7pmgyGzjy+IGlpdpqQ3wXJMHKJVcXG7j4mILyREBaGYloYg4ed9fsFho/vQzmj78EMFkImDGDELv+xPK2JNnNgoOB43vvEvThx+iiIoi6pWX8Rky5KTr/FzcyN+X7yNcn0OhGIsOP6aF67nv6ikcrLXy7k/FVOusZPVRc//EFCZldCaP7C43H247ytubipBKJDwwKYXbxySgkEkxmUx89NFHGI1GbrnlFqKjezHDz9oCiy+HhgKYsxSSPS6Ic5VvZHC5uXx/ERU2B98OSibT/8IZTP69wLT9Z+qffx5HWRl+EycS/vhjKGM691NEUaSxykThgQaKD2ox1Ddh9anB6l0HUjdGty8H8UcbvgvRfy9+0nBmJzzAlekTiQvy6VHlzLPF+SCNIoFIURT3SyQSf2AfcAVwK9AsiuLLEonkMSBQFMVHJRLJdOA+PKTRcOBNURSHn2wbFwJp1FhlZO3CXMx6O+PnpJ00P6SnEAQBh8OBSWvAUNqIsaIJc50ei86EHSd2qQuXLzi8RZwKARtObHYbNpvttPObTicg3MvLCyE7G8sni3Hn5KAICkJ9xeX4jhyF6HYhmM2eh8WCYLGcHslyimVwOBHapk9hDTxjKGQIMhcShQK5d6CHfGkjXpTKToTNCfOUbfOVHaZbyR2FEuQykCtAIfeM+CgUIJd75nV6LQO5HEEmo/aolQM/1GO1iqSOiyR9YiQyuRRRFDs9BEE4Yd7JHoIgoMnLQ/fMs6hSkon98MOTesV/bQgWC6bt2z2V2DZvQTAYkHh74zd2LP5TJuM3fjyygIBTN3SO4HTqKD36FtXVnyOVepEQfy8xMbcglZ66Y2+yu9hepGVDvodE0lmc9An05rqhMcweGtMume4Iu6ORvLyHaW7eRljYdNLTXsC2ZTdVDzyIz+DBxLz/HlJvb2xmJ0uf3YWPWsnsx4aeNHj/0e3P8m1tFQMT72GfWYbJLeAnkzI5OIDpoRpGNjhxrSrFbXTgNzKKgKlxSFVdE80tdgc3f/oFI3f+gMqoJ3XEGMbdeCvqsBM7rytWrECT8wETxJ/h6v9AxkxP8LW+ypNjpO7cEcut0rPgs31oTXZeuKI/s4f2jBxwup0szlvMeznvIYoid2Xdxa39br2gcoF+LbgEF3q7vpNaqdO0vTPh1GJrwSl0fS5WSBUEqgLxs3gRYPEmLDGG4MDQrokmr0DUKnXXYbsngcVpYWH2Qj7N+xS1Ss0jFz3C9ITp50bVZDdC4fdweIUn+NdtB/8o3AnTsfsOwWFQYC89ir20BGvREYSauvZVBSm4o8LQpPXHKzkFVVKip7JbYsJJlZ6iIGD8/nu07/4bR0kJqtRUD3k0ZXKX5JHL5WonjwwGA3369GH8+PEkJyefM6WXSxDZoTOxskHH9416opVy5vYJ5fIwDf6nkMCLosi6devYvXs3EydOZNy4ceB2gb4CmkrbbW6eRwnoK6GjRdMvHIKTEJ1OmssmYxVGEzRaj8+0KSD/fVQtFEWRd38q5p8/HmFsSggLbxqCXzfn3XOwccj5EtY94smVm/QUDF9Ai8PAB7kf8EXBF8gkMm7qexO3978df+WvN/jkdgqsez+X8tymU+b2dQXB5kL7YS7OOjMht/TDK+W3pVBzNTXR8Or/oV+5EkV0NOFPPoH/xRefk20ZGq189EEOe3wFqgcGkO/2XANSTQIT65zMjAxk0KTEE2zJosNBy1df0bhwEe7GRvwuvpjQhx7Eq4dWVMv+/dQ8+hjOqiqC77idkPvv9wyKHge7y80Xuyt5e1MRjSYHKhw84rWCO1gJgfFw6cs4kqbyzf4q3vmpmKoWK8Pig/jglqGovTtfiyqbLTy7Oo8N+fWkhvvx3OX9GZEYjF6v56OPPsJut3PrrbcSHt6LBKqlGRbPgsYimPMFJHlseeci3wig1u5gxr4iHKLImsEpxHlfAOdQtxOO/ACI4KXxKEe9W58VPr+JgQFndTX1L7+Ccf16FHGxRPztb/iNH9/+frPZ0RpM7Slvf7hKh01XT19ZPTFSHSBBKoQRYIxCafNHKpMQnarBnFLNYvO/qbJUclniZfx16F8J9j53OYzH47zb0yQSyUrgndbHxaIo1rYSS5tFUUyTSCTvtU4vbV2+sG257tr8tUmjor31bFqcj8pbzqULMolIOHtrliiKuJpsniyiMk9wtbupNbRa0RZaHYAyXo0ytvvQapfdjrW5GWtLC9aWFuw6HXadDqfBgMNgxGU04jabEcwmBLMFbFaw2pDYbcgcTuQuFwqXE7nThdzleZzuz1WUSEAuR5TLPc8ymefRSpKIss7z2qdlMgSZFFEm9zxLO86TIchkCFIZokyKIJV2eu2WSFpfSzs93F1Mu6VSBNGTGBIQkENE5Ebsdg0V5ZfjcPh3S7ycLklzNpAIcvwMiXjZInDJzRjVhbgUprNqEzwk4cyoaJRvvIEiOprY//6n10akziVEpxPz7t0eAmnDRlxaLcjl+A4f7iGQJk7sUt58LiAITqqrP6f06Fu4XEaio64jMfFBlMozk7jbXW5+OFzPF7sr+KWkCakEJqSFcf2wWCakhXaSmYqiQEXFB5SUvoZS1BDwmokA30xi/vOfdpXfT5/mk7+jjtmPDSU09sQOfZPDxY9Nej6pKOagWQISJUEKGdNC1EwL1TA20A+5yYVuVTHWQ00oInzQXJWCKrZ7gq66MJ/P33sXWXUZAXGJTLttHn0y+ne5bHFxMRs/+xd3SZYh7Xelp9zsusdg10JPJyltWqflv9pbyd+/PUSon4pFNw3pcZ7HztqdvLjrRY7qjzIxZiKPDHuEaL/zU+Hr9whRFLG4LCeSSx2nzc00lFWhl5kweFswOo3dtuev9D9l6HfbvGJdMS/teokacw1Xp1zNQ0MeQq06T1ZomwGOdCSQHBAQTWHKBBYrXaxt2I3M7uIK5TBmSQcRoXW1VncrwVFR0SmEWxEVhTIpCVVSksfylpSEKjERmUbTvozodmNY9z2N776L4+hRVOnphP7pXvwmTeqSDHK5XBw8eJBt27ah1+uJjo5m/PjxpKSkXFD5cJs2bWLr1q2MGjWKKVOmnHrfnFZoPgrNJR4iqT4PsWg9OuN1mN0zUMs/wF++EiRSUMecqE4KTvbMPw8V8noDbkHk2dWHWbyjnCsGRvHqNQN6rKg8YxjrYc1DUPgd9BkGV/zbE3DeAdWmat4+8DbflX6HWqVmXuY8rk+//rwT8G63wA/vH+JodiPjb0ij/7gzO6cLFifa93NxNVkJua0/qsQLO1oBPMSybvlyGv71GoLFQvDttxOyYD5S794LqO4KVpOD797Nob7MQNq1SZQke7OmTscek8d2mmgWmK7x58qsaDJ8lBjXrkX71ts4q6rwGTqU0D8/hM9ZlK0XzGbqX3kV3ZdfokpLI+rVV9rJJ5db4Jv91by5sYhqnZVhCUH8dWoacqmER7/OIUS7k9f8PifCUQ4pU2HayzjV8Xy5t5JnVh2mX5SaT+8Yhn8XlaM25NXzzOrDVLVYuWpQNI9Pz0DmNPPRRx8hCAK33347wcG9eONuboJPZkJzKdz4JSR4Sq+fi3wj8FTRnLW/iCCFnNWDUwjuYThyr0EQIG8FbHrec+xdQaroTCIdTyqd7HUP7fZndAh2O03/+Q9N738AEgkhC+bjunoOh7XWYwRRtZ4aved+XoabIf5GUiR1KBxGFCpvsgYNYvyoEQQEBOB2C9QV6ynLbaT8UBMtdRZcEif5aZvZGfg93jJvHr7oL1yVetV5uc6fV9JIIpHEA1uB/kCFKIqa1vkSoEUURY1EIlkDvCyK4vbW9zYCj4qiuPe4tuYB8wBiY2OHlJeXn+kxnDEEQWTXyhL2/1BBRKKaS+f3P2lJ65NBFEQcNSbsxY3Yj9RjL9Xi1psQXTYkMhfyQCkyNch8RZC7EK3WY6qejs/HzTuhrP1JIPXxQerr63n4+IC3Ny6TCVtdLU6bHSHAH2lyCvSJxiGXY5dIsUslWAGrKGIWBCyCgMntxiGVInbje5dIJF0+pFJpt++dzbKnu7xCWYq//2eAHIv5VgQhvtf3paf7ratwcmSzCYdFIHawLwkj/JErum7jpG0LboS8lWwo0FPW4mJEQADxny9BrtEQ+9F/TykRvpAgCgK2nBxPkPb6DZ6qSBIJ3gMG4D9lMv6TJ6PsTa9523ZFkaamzRQVv4jFUkpQ4GhSUv7eZcbQmaK8ycyyPZV8ta8KrdFOmL+K2UP7cN3Q2E6lYOt3LiG/8incGpHE2PuJT70PiURKVWELK18/wKBLYhl1VXL78tU2B+sa9azT6tmhMyEAcncz4UIJbwydzahANTKJBFEQMe+pQ7/uKKJLIGBSHP7jopF0o1YyaBvY+vlHFO7YhsnXH+clV/KPa6/pUhEBYLfbef/fb3Gj6T0CfeQeW1r5DvhiDgy/G6a93L6swyXwjzV5fLqznFFJwbw9ZxDBPbBn1Jvr+efef/J92ff08evD48MfZ1yfcae9/oUGURShnZQW8LwUQGh73YG0FoQOy7a+L7Stf2xdsXVdjlv3hG0JYod5rdtqX5cO22/dDiI0uFFudeOOAvNgN0bBhMFpRO82YnAZMbhMGAST59ltwiiYMLrNGAUzBsGMG3eXn0OYO4o5ygX0881C5SvHy0eBykeOytfz7NX6rFDJzlknSrTq2L73XRYfXc1O0Yy3IHClQ8JNfSYTM+AmiB7SaTRUdDhaQ7hLcJSWYC9pJZNKSztdo2UhIagSE1szk5I86qSEBMy7dtH074U4ystR9c0g9E9/wm/ChG7Jo+zsbLZt24ZOpyMqKorx48eTmpr6q5NHv/zyCz/++CODBw9m5syZPd+fqn3w1a0YmkdicM7Fb2QImqGWrhVKjg5EpUzpCW4OOt7ylgx+YRfMyLXN6eahZQdZd6iOeeMSeezS9PNjPRBFOPQ1rH3YYxOe9CSMuOekRFt+Uz5v7H+DX2p+Idovmj8N+hPTE6b3mgLiZHC7BdZ/eJiSA1rGXZ9K5sV9zq49kwPt+zm4dQ5C7ux/0gGSXxu2wkLqnn4G68GD+AwdSsQzT6NKTj71ir0Ep8PNjx8epiynkcFT4xhxRSL1Dheri+tZdbSRfT4igkRCTHMjY3f/zOSWBsbedD1+Y8f02vnHuHkztU88iaDXE3z//ewceimvbyymtNFMVh81D1+SxtiUY1lLDpfAvzcX895PBdylXM/9suXIRDeS0Q/AmIf4ocjAvZ/vZ2CMhk9uH4ZvF6o+q8PNuz8V897WErwUMh6+JI2pST4s/uRj5HI5t99+O5oOpP9Zw9wIH88AXTncuBziR5+zfCOA3ToT12aX0NfPm68GJuF7vgsXlW6G9U9D7UEI6wcTnwBNjMeyZ9V5nm26k7zWwUms9gAo/Y4jlTSnRzqpAk4rx8246Seqn38BsaaamoGj+HbENewwKWg0ea7xEgkkhPjSP0pNerAMH30ZdSX52GxWIiIiGD58OP3790eh6J7c0mstlOU2UZ7bSG5lAVvillEbUEKikM79iQ8zavCgHlcePRUEwYFOtwdt4wbS0545P6SRRCLxA7YAL4ii+I1EItG1kUat77eIohh4uqRRR/waSiOb2cn6D3Opzq2j71ANF02OALv1pATOsWcLgsmEW2fErTd55tusHimw2H1YdifI5e3kjtTXB6mPr+e5fd6xZ5mvLxIfny6f25aTeHu33+iJTif6VatofP99nOUVqFKSCV6wgIBLLz2tCmht+U3dERgXMszmErJz7sRur6Nvxv+ddqnzcwm71cXPy4vI/7mWwAgfJt6cQURPRsPKd8CaB0FbgICELbLxbHEPIsHlZPiPG5CpVMT850O8UlPP2TGcK4iiiKO4GOOGDRjWr8eelw+AKiXFQyBNmYIqPf2sv3cmUyFFRS/S3LIdH58EUpL/RnBw1zdtvQGnW+Cngga+2FPJ5sIGBBHGJIdw3UUxjHPXU3fnnUjiw7A9EYtWt4GgoLGkJb/CN6+UIgLXPzmMcpfTU/FMq+eg0TMSmOKjYnqImgMl73JUu56vZnxJvDres80GCy3fFOEoM6BKUqO5MgVFN6V1HVYLu779in3ffYtEIqVm+ERWZAxn+5gBhKm6v+B9//33aHa+xAgOwtxvISQVFo32KAHu3NBuL6k32Ljn8/3sK29h3rhEHpmadtrBfk7Byed5n7MweyFu0c0dmXdwe//bUclOTTi5XS7Kcw5Q8PMWjM2NxwiRDsRMO5nS5bxj5EknMuVsyRlPY6d1/BcSMtQjyAoaz97G7ykxZp/2eiIiTjk4fCJx+MTi8FZjU5jBbSGpMROF1A8kXiB2//uTSiWofOWo2kglHwVeHV63kUttZFPHeXJF19c5u9vOmpI1fJr3KSX6EsK8w7gh5SquEXxQF34PxRs92TzqWOg7C/pdBdGDuyUlREHAWVPjqehWUoq9tARHcQn20lIE4zHSQ+rvjzIxAYlCib24GEGnQ5maSuiDD+DfDXnkdrvJzs5m69at6HQ6IiMjGT9+PGlpab/KdXj//v2sWrWKvn37cs011yDtSZiyKMLOhbD+KczyK2kx3IzPwFACr01D0hWpIopgavAQSG0KpabW5+ZSj0qsDUp/CE7sTCS15Sd5a876uE8XequTeYv3sutoM09clsGdY89TdTJTg0ddVLAGoofCFQsh9PT7AjtqdvD6vtfJb84nPSidhwY/xKjoUedsdwW3wPqP8ije28CY2SkMmNQLOWaA22Cn4b0cBLOT0LuyUEb79Uq7vQXBbEb7zrs0L16MLCCAsEceQX3F5b/Kb1lwC2z54gh522pIGx7BhLnpyORSzLt2k/+vd9gU4M/WoWM5kJqGWyIhxkvJZaFqZoRqGBzgg7QX9tnZ3MzX//g379vCKFVHkxLkxV+m92Nqv/BuP5PCOiOPfJ1DbeVR3gr+mhHmTZ5z9dQXWOsayn1fHGRIXCAf33ZRt6XIS7Qmnl55mO3FjfSPDuDBMZHs+f4rfHx8uP322/HvzaxQU4OHONJXwU1fQ9zIc5ZvBLBOq+OOQ2VMCg7go/4JyM8HYV2bDRuegZJNnn7gxCcgc/aZKUMFN9j0x4gkWweCyao7CenU4rn/7g4SKXipO5FKgpcGg8SPeocXNTVOFD/mEFxRQ4O/hq+yJrA/vC8hoeGkRIe1B1SnR/jTXF/Drl27yM/33Kukp6czYsQIYmNje/xbdthcVOQ1sezQV6xwLcYpcTCoZgqXyq8iOTOCuMwQQvr4ndE5wunU0dS0BW3jBpqatuJ2m5BKVUyckH/uSSOJRKIA1gA/iKL4Wuu8dtvZ+bKniS7XaalzTphn7vyey2jCaTAhdTmQdFMO+YTPQKVC4uWNRO7F/7N33uFtlfcX/2jLtmxZluS9V2JnOXsPkjDD3pRd9qbQPaEtXdBCCwUKZYU9CpRdsslOnOUk3nvbkjVsbene+/vjOo6d2FlkUH49z3OfK8t3Slf3vu95z/ccFFqQtKDSoVDrUBoMqM1xqJPi0aTEozbHH6T6kV/vf0/Rn5h2PCEGg7jffx/7888Tae9AX1yM+Y7biV20aETlwLcRoZCDst2343ZvIzf3AbKz7vxGkF3Ne3tY9VolXleQCYsymH5+LupDRZ76nTJzv/0V+WZ8zmMQmwRrHqW+qox/cQ7a3jCnb9iISoLMfz5P1LhxJ++ETgBCrW14VsgKJN/27SCKaNLSiF28mNjTFxM1ceIREZ8D2wv1UN/wBG1tb6FWx5KTcw/paVejVJ48KX6H28+7pa28vbUFbVMdj65/BinWSPzzL5BflEN7+1tU1/wGIRLNph134Vswn3ViiGqf/BAsiY3mHKuRsy1GCmL0vFb+Gn/c+kd+OfOXXFZ4GVJEpG91C72rWlBoVcQvySV68vDx4qIosGfVcta//So+t4uiuacRdc6lXNXk5Mc5ydyfPXKpY2trKyv/+Quu432Yfjuc+TtZgt2+E277CizyaGlpo4M7Xt+ONxjhT5eO59zxR+5TsbVzK49seoQ6dx3z0+fzo2k/IiP20J0KSZLorKumYu1qKjd8hb/Xjd4Qizk9U1bvKRWgOEDFp1TCEDJc/j9KJQpAMVj1p1QCChTKQcsqFYPe61924L3DrKtQ7N/3oGUZtO19y+5f7jivO2hZFEPPYfCyAJHPHEjtAXSXpaC06vavO+j82bcuCvqcYWpLe6jd5sDXG0ZvUFM41cqoGYlo9WEad26jfsdWWvaUEQlLqPVxpBaMJzF3DOa0fJTqaALeMEFfRJ68YYK+MAFvhKCv/31/hEM9utUa5RBCSamXaAu3UOUtx61wEB8Xy8zsaUzLmkx0rF5WO8Wo0eFFWdtfwla3cj+BNOZCeUodmUA68JqM2GyE6mRVUqi+jmA/mTTYhBtAodcTNX480TNmyGVu+XloMzNlXz1k8qisrIyvvvoKp9NJcnLyAHl0VMTN18DevXt57733yMvL48orrzy6AA6/Ez68C6o+xZ9yBz2NS9Dlx2O5fgyKYynbEgXZJ6mnbj+RtG9yNTPkwoix9quT8ocqlBJyQHP8SoG6egNc/+IW6mweHrtsAheUHH2pleDxDLleIg4n6gQTqgQzaosZldmMun9SmUyyx+Ke9+HTByHkhdN+CrPuOabOmiiJfN7wOU/ueJI2TxszUmbwvcnfo9hcfNTbOuR+RInlL5VTs7WLWRfnM/GM46uQjrgC2J4tQwoJWG8df1hz55MBSZLoW76crkd+R6Szk/jLLiPxwQeGlLKequPa9nkjmz9qIN/qZlTbp/g3rEedmIj5tttRxE2hbVsXa5M0rC6KZQNhwpJEik7DEquRJdZ4phljUB1D23pDrZ1Hv6xiR7OLDJ3Ed7a9z/z2MlJ/+mOMl1xyyPa6IEq8tL6Bx76sYrqykifiXsfUVwOpk9iQfSfXrIpiRq6FF2+Yin6EwQNJkvh0dwe/+aSc7r4g5xUlYGxeQ7IplhtuuIGYmON43fR1wctLoK8Drv0AMqadMH8jgFfa7PyoupXvpCTw51EZJ67v42iQy9D2vAdRCTDv+zDlJtCcoqCbsH9EYknwOnA7bXicNoIeB/icaMK9xEb6iFQocFYaUCglLGP7SCjwohh82ah0hPVm9iiL2BzIozMcg14lMjlJZGqWgfj4hOGVTnojqI78OWn32vntV79jRfcyzJEkZlVdRlpvATHxOrLGmckeayZ9dAIa3cj3d5+vEbt9BTb7CtzuUiRJQKu1YDEvxGJdTIJpFmp19Ak3wlYAryCbXt8/6P1HgZ5BRtgJkiT9UKFQLAHuZr8R9t8kSZp2qH2UZGRIX9x62/Er1VIoZKJmGOLGF1TS1hICrZ7s6VkY0xMOVvjExCBJGiI9ApHuCKH2EJHugNwWUYImLRZddhy6bCPa7DhUMSe+zvJQEH0+nO+8g+OFF4nYbERNmIDlzjuImTfvqG8YkiThc7twd3ciiRIKpbK/4yVPSpVq0Huqof87YJkh6+7riJwkiGKQioqf0Nn1b5KTL6Jo9CNHZHB8ohHyR9jwfi1717YTnxTNwmtHk5IfP3ShfVLzL34sm+rNvBMW/AS0gx5knXvwrPwz71dDl8fMGV+tRheRyHj2GWKmHfLn9l+DiMOBZ+VK+pYtx7thA1I4jMpsJnbhacQuXkz0zJnDGimC/P23tC6loeEpRNFPWtrV5Obci0Zz6owyfTW1NFxzLV5JxX2zbqdDb2Jylompk1Jow8lKj5MepRklEjOMMZyTaOJsi5E0/f5zrHZWc9UnVzErbRZ/O+1vhJp6cf6rhojNT9QEK/Hn5aIyDP+ZNO8pY/XS57E1NZBaWMSC628mKa+Qs0qr6QlHWDe9iKgR1ECRSIRXnv0rl/c8TkxCMsrb18L6v8Lq38NF/4AJVyJJEq9tauLhj8tJN0Xxj2unMCr5yEbtbD4bj5U+xmcNn5FmSOPH037MgowFh1zH3d1J+dpVVKxdjbOjDZVGQ96kaRTNPY2ciZNRqU/tffnbAsETouuvO1DqVCTeMxHlMI2WSFigfoeN8vXttFW5UCggc6yZ4tmpZI0zD6SQDkY4GKClfDf120tp2LGVXls3ANbMbHImTiFn0lRSC0ajHIYkFkWJkH8/iTSYZBp47Q3jcLtp6WnH0+tDE4kiRohFKRy6IafVq2Q1U5QCHS70gVZ0/gZ0il700Wp06aPQ5U5El16APkY7QE5p9UdWTie4XATr6wlWV9O3bBm+0m0Ht23UarSZmYM8k/JR52RT4/Xy1ebNOBwOkpKSmD9/PqNHjz6h5FFtbS1vvPEGaWlpXHvttWhHuOcOi9ZSePdG6OsgOPlR7JsKUSdGY7113IiG/F8L4QA4GwepkwYplDxdgxZUgDH94FI3c55MEh5FY7+228P1L27B5Qvx7LWTmVtgHXFZSZIQ7Ha5vLG+br86ra6eSHf3/gU1GtQmE4LTKYeIHACVXiRlho/Y5F6CQROu8EIkU75MKJkTUJstMtHUTzgdaWJpSAjxTtU7/KPsH7iCLs7JOYd7Jt5DeuzXKx8D2cJh5dIKKjd1MuPCXCaflf21tzkcIj1+uv9RBqKE9bbxaKynLlEq1NpG129/i2f1anSFhSQ/9BDRkyaesuM5EMGGBup/+SfYupqINgbLrbeQdPP1A9dL2ObD9XE9wWonvtRoti1I4ktFmJWOXoKihFWr5myLkfOs8cyMNxxW2bK92clj/6liQ10PKUY99y4q4NLJ6dDVSftPfopv82YMp51Gym9+jdpyaI/J5h4fP36/jM113fwweQc3C++g6mvFZp7KHR3nEJU3m+evmzIicQRyoMkTy6p5aUMjMVolE6R6ZqeouOGG69Efz5Tf3g6ZOPJ0w3UfQvqUE+ZvBPCH+g6eaOrigewkfphzZGmERwyPDb56FEpfBKUaZt4Fs++VSZJvAAJhgarOPvb0m1SXt7up6OwjFJGrgKK1KoqTYznTWcm0z5ai7ekm9pwzSbr9OjQG5RDSqdfVQ2ljH6WdEr6IEqvGz4yoBsZRhTbQM7SEejjo4vpJpPgj9nDa4KriN9v+QqunlQVxZ7Kg+2J6KsKEAwIqtZK0UfFkj7OQNdZMrFmL272jnyhaic9XC4AhZhQWyyIs1sXExY6TB/b6oTgJ6WlzgLXAbmBf7dVPgc3AO0Am0ARcLkmSo59kego4C/ABNx6qNA1gbFSU9K/xE/rLtA5fmjVcCddgwkeh1x+krJFEiS2fNFD6WSNJOXGcdes4DCaZRJAkCaEnQLDRTbChl1Cjm8hg0+rMWLTZRnQ5cWgz40Y0rT7ZEDwenG+8iePllxEcDqKnT8dyx+1ET59+2MZrJBzG1dmOo70VZ3sbjrYWHB1tONvbCPq8J+R45RHqw5BLQ17LpNQ+gmrk5Q4ks/qXVyjw+WvweCvQ6SyYLXNQq6NH2M7+9Q9/XEqUQwiz4cmz4Y5L2b+frqY+tn7SiNcdZvSMFCadkYNGr0HZ24pi5cMoGteiTJ2A4uw/oEwZP/TzGvTdip3lrP3gn2xuUHHa6lUYfH4yHv0thrMvOiHf4amC4PHiXfsVfcuW41mzBtHrRRkTg2H+PGIXLyZm3nxUhhgkScJm/5La2j/g9zdjNi+gIP8nxMScPM+A4RBqbqbpmmuRRJHkpa+wXGvknzWd7AoHETRKlIJEri3I6ZnbGR98noy4PMaMeYKoqP2N9aAQ5KpPr8Lhd/DeGe+gWu3Gu7kTVbyO+IvyiRo1fJKes6ONNa+9RF3pJuKsicz9zg2MmjkXhULB2x0O7qts5uniLC5OGplQW7NmDQmrfsBYRS2KW1bII9uvnAfjr4CLniUQFvj5h3t4b1srC0cn8vgVJQclmQyHsBjmzYo3eXrX04SFMN8d911uGnsTevXwDTa/p4/qjWspX7ua9qpyANKLx1I05zQKZ8xGH/PNKkn4tiBQ58L+z91ElyRiuny/t46tpY+K9R1Ub+kk6IsQZ9FTNCuV0TNTBp6vRwJJknC0tVC/fSv1O7bSVlmOJIroYwxkl0wmd+IUsiZMIjru8A1TSZLY0rmFpeVL+ar1K7RKLeflncd1xdeRG5+LEBH7CaYDCadBaibvgX+HCHjDiOLIz1WFgv2ldDEamWAaxqtpaJmdBq1GxPPpx9ifeRqhswtNVhZRY8ciBgKE6utlE25BGNiJJi2NoNVKiyTSpdWiyspi4nnnUTRlynEnj5qbm1m6dCkWi4Xrr7+eqCM16h1UjkZsCuHFL2L7IIIiSk3i7RNQHWfPhiNCoFcubRtMJO17PdhLQ6mRU5oOVCeZ8yE2eYjSbHuzk+++vBW1UsFLN0wbMPmXRJFwW5vsezWEIKpH7O3dv6voaNlQPTe331g9F21uLtqMDBRqtRze4fEQsdsRHA4i9h6UTV8S3fE6CilIr3cCzrZkhB4nkZ4eRM/wYRvK6GhUFstQUsmcMFS91P+eMi4OT9jDS3te4tXyV4lIEa4cdSW3jr8Vk/7YBl0kUWLV65VUrO9g2nk5TF2Sc0zbOVKEu33YnitDoVRgvX0C6oSTq36QQiF6Xn4F+9NPg1KJ9e67Sbj2mgH14KlGuLMT+9+fxvX++yh0OlRnX8YaxwS0CUbOv7eE+KT9RJskSQTKHbg+rUdwBIgaZ0F1ViarIyE+tblZ3tOLXxRJ0Kg4yyIrkOaaDGgH3YvK23v585dVrKjsxhyj5c7T8rl6euYQQkcSRZyvvkr3n/+C0mAg5dcPE7t48SHPQ5Ik3toqG2EnRSt4Y3Il6WV/B283K4US1qTfxk9vugLdYRIhKzt7+fkHeyhtcpKo9HBBeoAf3HzV0RHkh0NvO7x0jjwQfN2HSKkTT5i/kSRJfK+yhbc6HfypMJ3r0o4t5GUIgn2w8e+w4UlZ1TPpOpj/I4g7zqTUUcAbjFDR0cueNjd72uV5TbcHQZR5jVi9mrGpxoHysjGpRtL6urE98gjeDRvQjRpF8i9+TvSUoRxKS0sLmzdvpry8HFEUGTVqFNOnTycnJ2do31oIDy2nO6xv06C/B5dYHwC/Us0/LBZeidYSi4IHFSlMDE6m2ZVHU4+JiKEeQ+ou4tLKUGo9gApT7ESs1jOwJJ05pN9wIE44aXQycKI9jYL+CMtf3Evj7h6KZqUw74pCxB4/ocZegv3pZmKf/AUqotT7VUQ5cWhTDccmoT6BEFwuHK++huPVVxF7e4mZO1cmiw5INdinGhoghtpbcLS34Whvpbe7W/bo6IchwUxCajqm1HQSUtOJT05GqVQhiaKcONY/ya+Fgddi/+vhl+t/LQiD/hZGXm7Qdofb1+Dtjbw/YdD68nLhsJdwyAWSCpUqFiTF0P30b086Uj+qU4ioOCOphaNJKRhNWmERSXn5aHR6Gss28PG7HzJ5+VriXS7Sri7BePcfIf6/xyD7SCGGQvg2baJv2TL6VqxEcDhQaDSozhmLY6ENj6aemJiCft+iU2+cHO7ooOKG77IxI5fSm29nVUjCI4jEqJQsTogjscaDaUU3K6LC7FVFuLiogrMzlqJRKSku+gOJiWcB8OjWR1lavpS/5P2eMWusiJ4QhtlpxJ2RNSyRHfB62PSvt9jxxSeoNBqmX3gZk5dciLq/IeQVBGZvqiRFp+HTyQUj+hTYbDbWPn0/F0ufwGk/h6k3wTOz5fKO276i1afk9te2saetl/sWFXDfooIjMn8t7Szlkc2PUOuqZU7aHH4y7Sdkxh18vUbCYeq3b6Fi7Srqt5ciChES0jIonnsaRXMXEGc5Oal7/9/Ru7yJ3uXNxJyXS1tEonx9B7bmPlRqJbkTrRTPTiGt0DS8R81RIuD10FS2g4YdpdTvKMXf60ahUJJcUEjuxKnkTpqKNWtoAy4shPmi8QuWli+l0lFJgj6BK0ddyeWjLj8ukbaSJBEJiwTtNoLlqwhWrifQVktQiCKgzySYMJGgoYAgxiFkVMAXJuSLHNLSSqlWoI9Wo474UdrbUfnc6I164sYXYchKRu/tQutsR2VrQdHZjNTahNDaNEShFIyJRpuTi2n8OHT5+ej6jbhVFssxqXw7Ojp4+eWXMRgM3HjjjRgMR0jIDipHY9QShEVP0P1iI1JEJPGOCajNJzYh6qghSbJpraPuYDPunjoQBqnANDED/kkNUgrPlYmoxFhuGpeDweEaIIZCDQ1DDdLN5n5iKBdd7v7EPXXSyP4tB8HbA589KJdOppTI3kVJQ8vHxEBAJpd6eoj09CD09BCx9yA45HnE0YNg7/+f0zm8z5pGgzohAbXZjGCKpZoudgvN+GO1lIxawLzx5xOdmDK0TO6QH6/Emjeq2Lu2nSnnZDP9/JPj9RTu9MrEkU6F9bYJqONPjtLct3UrHQ8/TKi2DsPiRST/9KdoUo+8RPtEIuJ00vP8P3G+9hqSJGG64gost9+G2mKhq7GXT/++C0mEJXeNP8h3UwoL9K1ppXd1KwoFxJ6WQezcdPxKWO3o5RObmy/tbjyCSJxayZkWI1NUWjZv7eCz3R3E6dXcNj+PG2ZlD2tUvQ/B2lraf/gjAuXlGC+6iKSf/RTVYe49e9rc3PbqNmyeIL9fksslwmcE1/wFXbiX0ph5TLj2T2iSiw65DVGU+Nf2Vn7z8R76ggLTEwI8fccSEmKP4/3K3SoTRwEXXPcRfZa8E+ZvFBYlrt9dz2pHHy+OzeEs6zEqgSIh2SJjzR/Ba4PiC2DhLw5KZTwQcqXK8asucfvCcsT9oJj7Brt34BZmjtEyNq2fIEo1MjbNSLopauD+Kni89Dz7DD2vLEWp12O9915MV105cP+KRCKUl5ezefNm2tra0Ol0TJo0ialTp5KQMPyA7DFDkvrL6Q5NMlV723g4UEeTys+5GoH52hD+WJCUChRhFaHOPGwtc/F0jUcTEcnU7SArqowsUxN6g2YYJVM8ivk//B9pdCg4Orx8/kwZbrufqROtZKsg1NyHFJBH7lRG7YCKSJdtRJ0YfVwv9OOJSE8PjpdfwfnGG4heL4bFi7Dcdjua0aOGqobaWwdeD1YNqbU6TCmpA8RQQmpaP1GUhlb/DWvIHWe4XKWU7b4DSRIYP+5pTKYZBy2z38x2eEJqgFwaRGgd2XL9y0rDL9dTUUn5Fif+SDRp8e3kzB2PMjpuPzE3aHuurk7aqytwdrQBoFSpsGblkFpYREJmDnt27STz/Y+x9NixTvViveR8mPuAnDzzLYQkCLi3raK+/i84rVUovRD7iRqLfypxi08ndvFiNGmnJp69JxThi8Y23l+9nq3ZBYQ0moHRuLMtRuaaYgk6Arz16y1kFCcw67rR/HtXO29uacbubuCOCa+QHdeENu4SlMlLuH3F3VzAGdxecSGa1BhMFxegTT+4/EsUBHYt/5wN775BwNPHuNNOZ/YV1xITP3SU+NGGDv7c2MVHE/OZFj98o0wURd5+/nEu6vgTmpRiVDd/CW9fC3Ur4KZlrPelc/cb24kIEo9fUcLi4qTDfi52v50/l/6ZT+o/ISUmhR9N+xELMxYO6TxJokhbZTnl61ZRvWkdQa+XaGM8RXPmUzR3IYnZud8In7L/L5AkifZqFzteKafVEUQAzGkGiuekUDgtGf0JLNGWRJHO+pr+MrZSuuprADCYEsiZOAXrhGK2amt5u/Zduv3d5Bpzua74Os7NO/eIzNO/FnwO2YB47wdQvwYkAUw5MOYieUoeB/2phqGg0O/PdKC6KTzIuymC3xPC124n4PQSVuoQ1CM8myWRqEAPcaFuYgIdaHtbifZ0YvB2o47sJyyk6FgUaVmoM7PR5uWhL8gjenQBMTkZKEcYgbfb7bz00kuoVKqjSxUaVI7G6b9GLLllIA7deuv4Ye9X3wTsM69nUGohoigrvNxtRNr2ItSWIrVVgKsRyd+FVu1DQb+DkgSRoJJISI+gMiPFpKGw5qHMGIsmfyJKkxX6n+FIyIEp+4z0RUn+e1BqIpKEMjoaXUGB3Kkp/wg+fUDuWCz4Mcy+/6hK6IY9Z0FAcDqJ9DgQeuxDiaYeB5Eeu0wwORxE7DYIRw7eiEKBKj5+kHppv/eSypyAKsFMaYWeij0BJi5KY+alJzcBMNTah+353ahitVhvHY8q7sQp3CJOJ92PPob7/ffRpKaS9POfE7vwtBO2v6OB6PXS88orOF58CdHrxXj++VjuuQdt+tC2kavbx8dP7sLnCnLGzWPImXBwqWXEGcD9aT3+PT2oEvTEn5uLvigBhUJBQBD5ytnHOw3drNzchtDqRaFSkFtk5vZ5eZyblkD0EQRiSKEQtmeeoecfz6FJTibl978nZvqhbRcc3hD3vrmDdbV2rpmRyS8Xp1Pxwe/Jq32FaEUIxl+B8rQfyyrCQ8DlC/HjNzbwRa2HWLXEby6ZyAUlacfvunU1w0tLINgL13/MXq3qhPkbeQWBS3bUUen1815JPlOMR+HVJIqw933Zt8jZAFlz4PSHIf3QfIMkSXg3d+D+tAG1OYroiYlEl1hRHUUyua0vOBBtv7ddJohaHP6B/6ca9YxJMzImdT9BlBSnG/Y7kiSJ3k8/o/tPfyLS3Y3xkotJfOAB1GZ5IMnj8VBaWkppaSkejwez2cz06dOZMGECOt2psTSRJIk+z17s9pXYbMvxePYCYI8oURsmMS/7Rsy6PJSBPkJuFy3VHhrrJJpa9PgDGhRIJMV1kx1XTVbUTsxUoQg4IexD8XDv/0ijAyEGIoSa+6jd0M76Ld0oJYmpMSosaiVqaxS6HNmLSJdtRGUa/kL7JiHc1UXPCy/Q9a9/0aeQECaXEC4qojfgxdnehru76xCqobR+giidWLPl/5Uh9oHw+5vZuesW/P4mRo/6Lampl57iA3LKqQPbXiYcm8cmwx8o26kmNkHPwmtHkz56ZHbb1+umo6aKjppK2qsr6aitItI/sqnTRzOuqolEVy+RsRqKxrShLrkM5j542NGB/yYIQpCWlhdpbHoGUQyRnn4dqaHT8a/YRN/y5QSrqwHQFRfJRtqLF8uN8BP4e28PhPjc7uYzm5tNLg8CkOjs4ZykBM4vLmCaMWag7l+SJD766066G3u56lczhpTL7mp1887WOqTe55iZtpw/dsQQG0rgqaZfkXR6AYbZaShUB59Hw85trF76TxxtLWSMGc+C624mMftgwrAjGGLWpgpOtxh5bkz2iOezedNGLF/cSraqG9WdG6BmGXzxI6Qz/8BzoTP44xeV5FkNPHfdFHIsh26QRMQIb1e9zVM7niIoBLlhzA3cMv4WogZ1invaWqhYu4qKdavptXWj1ukomDaL4rmnkTl2wrD+Nv/DiYPXHaRqUycVGzpwdfnQ6lWkqRTkmHUUPjgZ1YnwpTncMbmcNOwopXTXKr7wrqMq2UVELZETsHBR4jmcP/1KzKnHJ5Hp6A6sZz+B1PCVTCAl5PWbaF8ESWOPKhpeDAZxvfMutuf+ScDlRT15BobLr4bMgoONwb1hAr4wDlsvvT29qL29GDw9GLzdRPs6iPF2EePrRBve78EgKLX4DckE41OJTozHkmFAo1ESCgaoqqxCEkUK8vPQa3Vy+0LsJ1b6UwL3kSz7UgXpqYfuKiS1HpLGgdaIwrgYNEmIji8h2LqfKBmyLnIHRRTllEFxMHkzaL9Hve7+1wevO4gkEr+5CmNldBRRaTqi9c1EF2Wiv+UZlBklJ/049pXJlVV9xTubnsPWVkueaGFR7BQywrGykmkf0dTjQPR4kIDavEtoyVhIRsty8us+QHWUZXLH41kdbOrF/sJuVPF6rLeOG9Hz71ghiSLu99+n+9HHELxezDfegOWOO1BGnzovpX0QQyFcb72N/dlnERwODIsXkXjffegKRm4H+npDfPr3Xdia+5j/nVGMmTv8oFugxonr4zoi3X70o0wYz83FqVfy95W1vLGlGYVCwYIJyWjz41np9eAIC0QplSw0x3KeNZ7F5jgMhykb8+/cSfuPfkyouZmE66/H+r37UR6iIx8RRB79sop/rKlnSpaJp6+exLLSvXhX/pkbNMvQKCQUk66DeT84bFnVG1+s589r2uiRYpiZa+Y3F44lP/E4lb87G2XiKOyD6z/mTdfuE+ZvZA9FOG97Na6wwEeTCiiIOYJSzbpVsPxXcjJa0lhY/BDkLz7s80sKCzg/rMO3rQtdrhEpLBJq6QMF6PLiiS5JJGqsGaVebjdIkkS7O8De/vIyee6mq3f/oEeWOZqxqUbG9CuIxqTGYTYcGZkTqK6m6ze/xbd1K/riYpJ/+QuiSkoAaG+XU9D27NmDIAjk5+czY8YMcnNzT1rAxGAIQhCnayN2+0rs9hUEg52AAqNxEhbLIpSGify17C2+bF5Gfnw+v5z5SyYmDvVHk0SJ7uY+Gnfbadrdg61Zft4bTDqyxlnILo4jZ2Lq/0gjwRMa8CIKNvYSauujKiBSFRAx6VXMn51CQlGCbFp9nB8Yxxv7vIac7W10V+yla8M6nJ3teLQaIoMY+v/PqqGvg3C4lz177sbhXE9W1h3k5T4wxCTspGDA6Pon4LPDjH6ja52B9loXK5dW4O72M2ZuKrMuzkcbJXsb2O3LEIQAiYlnHmTqLQoCtuZGOqoraa+uoGVPGQU7y0lxe6lJTsCTpSY1upeUwiJSl9xLbOHBSqv/FkiSRHf3p9TW/YlAoA2r5XTy839EdPRQn4RQUxN9y1fQt3w5/p07QZLQZGUOEEhREyYcFxK1zhfgM5tMFO3o8wFQoNcwa90qZq1axqKf/xjDrJkHrVexoYOVSyuY/51RjJ03fMPM1eTigeU3sl1dy32WCDsbLkM0X8hVUzOZkWseKAPraW1m9asv0LhzG/HJKcy/5ibypozsbXZvRRMfdrlYO300WVHDP4BdLhdbnryJM4TlSEseR5E+Gf65GG/2GfxQ+SCf7u7gnHHJPHrphEPKzQF2dO/gt5t+S7Wzmlmps/jJtJ+QbcwGZBKgcv1XVKxbRVd9LQqFkqzxJRTNPY38qTP+dz87yRAFkea9DsrXt9O4uwdJlEjJN1I8O5W8SYkIzb3YX9xD9KQkEi478mjv44Wd3Tt5Ze8rrGxZiVKhZH78TKY4MwnvbMLR1gKAKSWVnBLZTDu9aCzqk+0l4u2Byo8HEUii7IlTfGE/gTTmiAkkMRDA9c472J97HsFuJ2bWTCx33zOioa4oilRUVLBmzRq6u+yYjVYmT5xGZmo2IZuTYF094cZ6xJZGFB3NKLtbEQN+WTWiURGRwohIRBsMqNQq+fk4KG1w32v2JechQm8bhHpR6I1gygK1FlXiWSgN+Qj2FUiBWhT0r6tUgoIh22VQCh/7Eg8Hlt+X8nck6+5PLBxpXRQKRK8XweVCcLnludMpm04PNiTfV6ZlkYkMldnMRhestQmMzTBx4eQM1GpV/772JzKiUIIYQuG1gbdbnjxdKLxd4OmQO4oK+VBQKsGQiCIuBeJSwZgKxjQUxjQiDbvwf/4avnaRoFu+vyq0WqImTCB66hSip0whqqTkpJMTkiSxsmUlT2x7gsbeRiYmTuSByQ8M8WQR/H42vFNJ2UYnRQUwMcvZr2CSSaX9iqYjK5NTWcyo96XIHTA/kjK5QJ0L+0t70VijsN4yDmX08bkfBKqq6XzoIfw7dhA1ZTIpv/rVIQmZkwVJEHB/9DH2J58k3N5O9PTpJH7v/oEO8+EQCkT4z/N7ad7bw5Ql2Uw7N2d4FYcg4tnQQcuyBl4L+3lfESYMXD4lg3sW5pMaLz+7I6LEJreHT2xuPrO56A5F0CkVLEiIZYk1njPNcRg1w39/os9H92OP4XzjTXQF+aT+8Y/oiw+d6vdJWTs/eLeMWL2aZ66ZTGmjgxc/38Cfk5cxu/dTFEo1TLsFZn8PYkYuXV67bh1//2IXu6QsIii5ZW4u9ywsIOp4+No66mXiSAgiXfcxD1a+cEL8jQCa/EGWbKtBr1LwyaRCknUjXP/tO+SB7PrVciDAwp/DuMvk+9RhEHEE6Hm9gnCbh9hFmcQtykShVBC2+/Ht6Ma3oxvBEUBUKWhO0LJGLfCBqw+7Xzb6Vyogz2ro9x6SPYiKU+OI0x/9b1Xo68P25JM4X38DlcGA9YEHiL/0EkSgoqKCzZs309LSglarpaSkhGnTpmE5jPH6iUAo1ENPz2ps9hU4HGsRBB8qVTQJCXNkI2vzArTaoce1pmUNj2x+hA5vB5cWXsr9k+7HqBu+9NDrDtK0p4em3T00VziIBAXu/sei/1+kkSRJCI4AwX4/olBjLxF7v2xNrUSZFsPW7gCtHT4KpyZx2rWjDx1rfgpwsNfQ/nKyA1VD+nAEo9FEYskkLIWj/qcaOg4QxTBV1b+ivf1tEq1nU1z8GCrVSTJKdDTIEbl1K+T45vOegJQJQxYJhwQ2f1TPrhUtGEw6Zl0h4Y78Fbd7OwAajZm0tCtJS/sOet3IEem21hbK77yTxOpamtKTqbTGIPRfWrFRClJHjyV1/AxSCkeTmJ37X5E21dtbRnXNb3G7t2EwFFFQ8DMSTAcTMgci3N29P4lt82aIRFBbrRgWL5KNtKdNO2qTyrAo8Zu6dp5rtQEwITZKbgAZdOjuuQt/WRnpTz1J7IIFB63r6w3xxkObSEiN4aIHJh1UEiuFRXpXNvPBjvf4c8or3Jb0HSbElxHybWFb9xRe3H0ZSfFmLhtjIqtpLTVfLUOrj2LmpVdRcuaSQ36Xu/p8nFlazV2Zifwib3ivBUmS+PilP3N28+8hey6aK1+F5+bT4I/hdvXD1Nj9/PCs0dw279BlYj3+Hv6y7S98VPcRyTHJ/Gjqj1iUuYhIMEjt1o2Ur1tNU9kOJFEkMSeP4rmnMXr2/INK6f6HEw+3zUfF+g4qN3bgdYeIitUwemYKRbNSMB0QXe3+spG+lS2YLiskZvLhSxK/LiJihBXNK1havpQyWxlx2jguH3U5V42+isTo/Z5Wrq5OGnZspX5HKS17yxDCYTQ6PVnjS+REtolTiE04yY1Drx0q+gmkxrX9BFJBfwnbhZBYfEQEkuj343zrbXr++U+Enh5iZs/Ges/dI3YERVGksrKSNWvW0NXVRUJCAvPmzWPcuHGoDlDs9dr9bPm0nqqNnUhI5EyOZ/6l4w5vZj64HO2M38D025EA98f1eDa0Yzwnh9h5Xz9561gghUKEmpvlpLK62qF+Q4HAwHIqk2nAa0iXn4e23wtKnZw8cG8LhAW+9/ZOPt/Tya3zcvnxWaOPyLft4IOS5JLGkfyTIv6hyyePgwufIaJLx79tG76tpfhKSwlUVMgKKbUa/ZhioqfIJFL05Mmo4uK+zsd2xIiIET6o/YCndz6N3W9nYcZC7pt8HzlxOWz6dz3bv2hi3Pw05l556JI0KRJBcLmGEEkj+jD19AybJne4Mjm12YIYjqNvjQ9NSgzWW8YPqB2OBaLPh+3vf8fx8iuoYmNJ/OEPMV504SmvWpAkib7ly7H99a+EauvQjxmD9YHvETNr1lEfmyCIrHm9iooNHRTNSmH+1aMOSsHsC4R5cV0jz6+txxuMcDoabjYYGHtuPlETrMPuU5AkSt1ePrG5+NTmpj0YRqNQMMdk4DxrPGdajJi1B383nrVr6fjpz4i4XFjvugvzzTcdkiis7Ozl1qXb6HD7eej8MTi9IR77sppbxyn5SdSHKHa/I3uUzbxLnvTD/25WrVrFF6vX0xQ/kU1dkBYfxa/OK+b04qPwIxsJPXVyqpoYoe87b3P5pp+fEH8jkNt9F++oJTtKywcTC4gbrPJy1MtlaHv+BVEJshJr6k2gPkJFT40Tx5uVSKJEwuWjiCo2U2/zsLPFxZ62Xva2uylv6yUzJHEmGhahxogSv1qBPSOG6ImJ5E9IJGYkMusIIYki7n9/RPdjjyE4HMRfcTnW++4jqNWyfft2tm7dSm9vLyaTienTp1NSUnJ8U/IOd3yShM9Xj92+HJt9RX+fTkKnTcJiXYTFsghT/ExUhymr94V9PL3zaV6teBWTzsSPp/2YM7PPPOT1KIRF2mtcZI4xf7tJI0mUCHf5ZBXRPtPq3n7Tan2/aXVOHNpsIz61ks+f34Or28/sS/IZvzD9lN7EB6uGBhNDjvbWoV5DGi2m1DSMsUZ0za2o95QTK0iknns+ybfegiZ5ZGLgfzg2SJJEc8sL1Nb+gbi48Ywf9w90upGjcr82hLCcOrDmj3I6y6JfwNSbQTkyodlaU8+OLb8lKvkrFKKRgsIfEhObRmvrUuz2lSgUKqzWM8lIvw6jcfKw17ooCOy67z70y1fQMnoUSffdhlD2Ce3lO2n3RNEXkW+Yao2WpLx8UgpGkzqqiNSC0d+ojnsg2Eld3aN0dn6IRmMmL+9BUlMuRaE4ekJY6O3Fs2aNnMS2di2S348yLg7DgvnELl6MYc6cw47edgfD3Lq3kU1uLzemWbgrM5F0vRYxGKT1jjvwbtpM2l/+TNxZZw27/n+e30P9LhtX/nzaQR3yQJ0L1we1tLpbuCv/9xRZinjh7BdRKqCp6R/U1T9BREpizVfzMVSXoxHDuLOmMO+Kq1k0MQ/VITozkiRx0Y5aanxBNs4oGtpwGISynduxfHgFVk0Azb2lsPwhVuyo5H6+j1qt4cmrJjGnYOTOtyAKvFP9Dk9ufxK/4Of64uu5eezN2CurqVi7ipotGwkHA8RarBTNWUDx3NMwp3/7TNu/6YiEBOp22KjY0E5blQuFAjLHmimenUrWOPNBnYR9kAQJ2z/LCLd5SLx7IprEE6N28Ia9vF/zPq9XvE6bp42M2AyuLb6WC/IuIFpz6H2GAwGa95bJJNL2Uvp6ZHLXmp1L7sSp5EycQkpBIcpD3IOPOzw2qPgIyj+ExnUygWQp3O+BlHhos1aQO6zON9+k558vIDidxMybi/Wee4gaN2745UWRqqoq1qxZQ2dnJyaTiXnz5jF+/PgB8igUCvHaa6/R3mhjbNICOvb6QAlj5qQx6cysg8kjSYJNT/eno6XCZS9D+mQAele30PtFI4Y5acSfe+K99ESvl2B9A6H6uiFR9kNS5wB1asqAOfg+Ykibl4fadOjnnNsf5talpWxucPDzJUXcPPcEnZMoyuTbPiJJoYSSq0F9sDpe8Hjw79gxQCL5d++GcBgUCnSjRhE9dWo/kTR5wLvjRMEX9vFq+au8tPclApEAV3vvI3pXFsVzU1lw1ajj6hEqSRJiX98Qk+8hpNIBRJPoHZoErEoeT9S0OxDdjYSb3kNtijvqMrm+FSvofOQRIu0dGC+9hMQHHzzsNXQy4N20ie6/PE6grAxtTg7W++4j9swzvlYfSJIktnwsp05njTVz5i1j0ehUBMICSzc28szqOpy+MGeOSeKB00eRHZRwfVRHuM2DNieO+PPz0aaMXLYuShI7e318YnPzic1FcyCESgGz4g2ca43nHKsRq3Y/kRBxOun89a/p+/wLokpKSP3jH9BmZY24fbcvzH1v72B1lY0rpmRgidXy91V1XDUtg0dma1Cu/p18P44yyT5h024F7dDniiRJfPnll2zcuJHEMbP4d6ueqq4+Fo1O5KHzx5CR8DWfffYamTiSJPZe9Deu3fizE+JvBLJh+TVl9cwwGnh9Qi46nx3W/Am2vQQqrUyezboH9AeYoO8r6xUEEISBuRiJ4N1ow7PehjpBg35xAl+1OfhkRwuVHb10xFhQ6rQUpcQNMajON0cj1ffi29GNv6IHIhJqs77f/ygRteXo1eWB8nI6f/NbWfU3YQJJv/wFbrOZzZs3s3v3biKRCLm5uUyfPp2CgoKTVoImihHc7m3Y7Suw2Zfj9zcBEGsYI6uJrIuINYw5pt9pRU8FD218iPKecuakzeFn039GeuyhB2m+delpUkQk1OYZUBEFG3uRArIBnypOizbH2E8UDTWtbtxtZ9mL5SiVCs68dSzpo07OTXyfamgIMdTRhqOtdQSvoTRMqRlDvIbUXV04/vE8fcuWoYiOxnTVlZhvvBH1KZDL/X+DzfYle/Y+gFZjYsKEf2IwjDr+O2neDJ/cD93lUHQenPVHMI5sziyKIVpaX6Gh4SlEMYjKfwEVn88jyhDP2PlpaHQqJFUnAT7EG/kECQ86zSjMsVeSEH8OGm0UKo0StVaJSq1EpVbQ9MffE37jDZozM4n7xc+ZMXksii3P0ffVc3S4oF03lvZIMt3tXQgR+fdmTEwitbCIlMLRpBYWYc3MPumeMoLgp6n5eZqangMEMjK+S3bW7ajVx8dQVQwE8G7YIBNIK1ciuN0o9HpiZs+Wy9hOW4DqABPYUreXm/c04o5EeGxUBpcky95TUjhM6z334lm9mpQ//J74Cy8cdp8Nu2x89sxupp+fw5Rz9pfUib4wrs8a8JV2QYKGH+f/jfpAI++d/x6pBlkRJEkSu9a8xvo33iDgVmHOt9Ix9lr+VSdg94RIMeq5bEoGl09JJ910cGPmM5uL7+5p5I+F6Vw/Qgyr1+tl1+OXMyuyDvGypRD287f3/sMTkUsZkxrHs9dMPmRDaWf3Tn63+XdUOCqYkTKD29KvxVNaTeWGr/A6HeiiYyicMZviuQtJG1183BWTYkhOeZGCAvqCeLQ5xmHT5f4/w9bSR8X6Dqq3dBL0RYiz6CmalcromSmHV5f0Q3AH6frbdlSxWhLvKkGhOX6fcae3k9crXue96vfwhD1MSpzEdcXXsSBjAapjIHkkScLe0iSnsW3fSnt1BZIooo+NI2fCJHImTSV7wiSiDCfRqNnTLXdY9n4ITev7CaRRgwik0YdcXfR6cbzxBo4XXkRwuTDMn4/lnnuIGjtm2OUlSRogjzo6OoiPj2fevHmMHTuWd955h9raWi699FLGjh1Lr93Pti+aqNzQcTB55HfCh3dC1Wcwaglc+He50wV4S7twvldN1AQrCVccX8Ig4nAQqhtKDAXr64l0dOxfSK1Gm5k5lBjKzUOXk40y5ihMYPvR6Q5ww0tbqLN5eOyyCVxQcmpCFQ4HMRDAv6sMX+lWmUTasXNATaXNzZUJpP6SNk3KiYnIdgQcvLz0E3Tb06lJ2kru+VF8d9x3MWiPkw/MMUAMBParl/qJpmBTiLAtHUQbQvfnCD1dsrLJ5TpsmRwqFYHdu9EVFJD88EMHJRafCvh378b2+ON4N2xEnZyM9e67MF544WFT7Y4Ge9e2seaNKkwZBvwzzTy7oYHuviBzCyx8/4xRTMiIH1hWEiW8pZ30ftGI6I8QMyMF4+lZhy0JlCSJ3R4/n9rcfNLtos4fRAFMN8ZwbmI851iMpOplAtX9yad0/vrXSJEIST/8IfFXXD5ip1sQJR5fVs1Tq2oZn25kYmY8r2xo4poZmfzmgrEoOnYhrfwNitrlSDGJSDPuQxp7JRKqfoJERIqE+XztWnZUVjJ7wkRqxGSe2tGDIMGtxbHcVBiDlv5lhYhMsET2zQUQhSFzSRxKvigD7cR1PomEkpcTT+OJqB3c6pvKFb4xSIIIQmT/tofMB21n8LYHzwctI4kCnxeM4TdnXcLi3Vv45Wt/RilISOoYJHU0SBxEDO2bHwS1Hv2kG9CkTiLcuoXAjqUHx8hrNOiLi4kuKSFqYglRJSUHiSDEQAT/bju+Hd0EG9wggTYzluiJiUSNt6I6TMiG4HLR/de/4nrrbVQmE9YHH6Bz9Gg2bdlCU1MTGo2GCRMmMG3aNBITT07SbiTSR0/PV9jtK7D3rCYScaNQaEkwzcBiWYzFchp6/fFJVBREgTcr3+TJHU8iSiJ3ltzJNcXXoFEO/7l9K0ijyeMmSiv//IHsS9TSBxGZaFFbo9Bl95tW5wxvWi1JEtu+aGLzR/VY0g2cfds44o6BpTwcjlY1dKAJtSklFW3U0I6Wf+dO7M88i2fNGpSxsSRcew2ma6/9Roxa/H9Cb98eynbdSkTwMm7s3zCb5x+fDftdsOJhKH0R4tLhnEdh9DmHXMVuX0V1zW/x+xsxm0+jsOBnREfn0NXQy8pXK3C0Dx05U6iCGLM2YSpYgc7YQSRgwNUwF1ftAiL+oUbaWW3Lyav5AJu5iIpJNxGTkIBGo0AdsKHyNKOWvCiiDIRjjfjDffjdzXgcjYQDvQCo1DriErNISMvDnJ6PJaOA6HgjarUSlVaJWiOTVGqtSp5r5PeV+3wljgKSJNLZ9RF1dY8SDHaSmHgO+Xk/JCrqxBncSpEIvtJS+pYtp2/FCiKdnaBSET11qqxAWrSQ10UNv6xpI1Wn4cVxOYwxyPcaSRBo+/736fv8C5If+hWmK68cdh8hf4Q3Ht6MLlrN5T+dikqtRJIk/GU2XB/XI/rCxM5N563k//BU2d/5w9w/sCR3CQDdjfWsXvpPWvaWkZCWRta8IFLcWszm+eQX/JG1dRHe2trCVzWyomJugZWrpmawqCgJrVpJSBSZt6USrULJyqmjBgy5D8SqV//E/LrfERx1IeH5P+WBv7/LcqGEiyem8ruLx6MfgRxwBBw8se0JPqj9AKvewiXKBURv6sTR2oJSpSZn4hSK551G7sSpqLUnxlsu1OHF8WYlkW4fqBUQkUClQJdjRF9gQlcQjyY55hubkHkiEfRHqNnSSfn6DmzNfajUSnInWimenUJaoemYPpNAlQP7S3uJmZaM6eKv7+Wxt2cvS/cu5cvGLxEROT3rdK4vvp5x1uFVNMeKgMdDY9l2GrZvpWHnNvx9vSgUSlIKR5M7cQq5k6Ziycw+eUrlvq6hBBISWIv2m2hbRx7MEDxenK+/juPFFxHcbgwLF2K9+64RfT8kSaK6upo1a9bQ3t6ORqMhHA5z3nnnMXny5CHL9tr9bPu8kcqNnTJ5VKJmkuMnGAKVA+Vo+0rr/FUOel7Ziy43HssNY1Coj54MlkSRSEcHwfp6gnX7iaFQXZ3cqe+HIioKXU4O2rx9xJAcYa/NzDzqMuORUNvt4foXt+DyhXj22snMLTiBSuTjDCkUIlBejq+0VFYjbd+O2CebomrS0oaSSFlZx+U63/ZFI5s+rCd9cizrC9/l88bPMelM3DbhNi4vvByN6tSUv0uiSCQUIhTwEw4GCQf8hPa6EL/yICYr8E4MEw4FCHs9RJwuIo4eJKcLye2G3j4UHg8Krw+Vz4cqGMKXl4Pq7DNIzB9FUk4exqTkU1LREKyvx/bEX+n78ktU8fGYb78N01VXHdIo+lghiBLP/buCZzc24lZKTEwz8uMlRUzPHVnFJvrCuJc14d3UgTJKTdxZ2cRMST6i54wkSVR6A3xic/GJzU2VVyZAJ8dFc641niVWIyluJx0//RneDRvQ5uai1Ovl9MGDCBaZ9Fgbn8ejheeiFcNM7Klndcp4LmhYz21lH6KQJKIsQazj+4hJDBHyqrDvicXdGAVSf3AJsHnGdJqys5m4fTum5m6eH3c+a9MmkOaxcceuD5hsqz7mz1gbFyZrYQ+iCHdrU9icp+TXbysZ1aVGoVKBStU/V6JQqeXBNvW+uQqFUjUwH7p8/1ytQqFQoOhr5eX8Ip5acDVX71zBg831EB2PQqXev22VEgbmB2xbrUIM6wl2pCCFNOwINvBpRx0olYzJNDGrIJGCFCMIIoHKCvw7dxHYs2fAL06dnExUSQlRJROILilBV1yMsr89GHEF8e/qxru9m0iXD5QK9KNMMoFUlDBkYEoSBFz/+he2vzyO0NdH7BWX0zxzJpv37MHtdmM0Gpk2bRqTJk0iKurE+2L6/a0ySWRfidO1GUkKo9GYsJhPw2JZRELCHNTqE0egd3o7eWTzI6xuWc0o0yh+NfNXw7abvhWk0fiU0dJnNzyPJtUwoCI6EtPqUCDCyqUV1G23UdDvX6T5GiPKQ1RDHa042o5CNZSSRkJaxmG9hiRJwrdlK/Znn8G3cROq+HgSbrge09VXo4r9ZsbR/n9AINDBrrJb8HiqGFX4K9LTrzn2jUmSHFX5+Y8PMroeCV5vPTW1v6WnZw3R0bkUFPwMi3nBAZuViIREImEBISwSCYsD80hIoM+7GafnHXzhtYACnWIuevEiCI9BDEtEwiLqjZ9j+PgZHAmZ7Jp6LUkZ+WjUWoRQhIi7G6HXQURUIigNRFSxRCIKIiE3YqS9f+pAErrpDxpGoTShUKegVKeiVKegUJoPMhZXKEClVcnkkqafTDporhr4W5Ac9Hm2EBY60EeZSEyahyE2S1ZODSKmDiarlKjUqgGySq1WHjM5IEkSgT17ZAJp+XL6Wlr4y3du5ssZ85jrdfH3UZkkFshlCpIo0vHTn+H+8EMSf/hDzN8dOf1izZtV7PmqjUt/OIWknDgizgCuD2sJVDnRpBswXVxAtbaRaz+7ltOzT+dP8/6E1+Vk3Vuvsmf1MvSGWGZfdjXjF5+FQqmkre11amofQa2OZ0zxn0lImEWr08c7pa28W9pChzuAxaDlkknpiDkGnuzs4Y3xuSw0D1+/X1tRhunt84jWaWi7chm3vLCOloiRX5yeyXULJwzvUSAK/KvmX/x121/xhj1Mc2eTuzmCJqIgtbCIormnMWrmHKJiT5zXhiRJeNa34/68AWW0hoTLC9FlxxFs6CVQ4yRY4yTcKZuUKw2aAQJJX2BCFfvNDkf4OpAkiY5aF+XrO6jb1k0kLGJOM1A8J4XCacnoDzOKdyRwf9FA3+pWEq4cRXTJ0Y/kiZLImpY1LC1fSmlXKTGaGC4uuJiri64mzXDilR2iKNBZWzPghdTdUAeAwWwht99MO2vsBDQny/ugr3O/B1LTBkCSfY/2mWhbhzcfFzwenK++Ss9LLyP29mJYvAjr3XejHz28YkmSJGpqati4cSOjR49m+vTpIx5Sr83HtqWfU1kTi0IhUTwlhkkXTx1QpYVa+rA9V4Y6MRrrreNQHsYYXwqH+/2G6gjV1xOsk4mhYEMDkn+/r48qPl4mhnJzZd+h/tfqlJQT6um4rcnJTa9sRa1U8PKN0xibNrzR6H8LJEEgWF09UM7mKy1FcDgAUFkt+z2RpkxFV5B/1J/tjmXNbPhXLQVTk1h8YzFKpYK9PXt5fNvjbO7YTLohnXsn3cuZ2WeOWHIjigLhQJBwMEC4n+AJBfxEAgFCwQDhQP8UDBDqn4cHE0ED7w2a978eDrmxE5hqOYsWbxUbu/8tp+8hD/yq9Xq0ej0anR7NoLlarcHZ1UFPSxNiv/pCFx1DYnYuiTl5JOXkkZiTjyk19YSVvYbb27H9/e+4P/gQpV5Pwo03knDjDagMx79DKooSn+/p5C/LqqizeRlliWFSp0i+Qs25d5WQlH34Z3qow4vro1pCDb1o0gzEX5CHLvPo2gI13gCf9nsg7fbI94fxsVGcazEyd8s6zMu/lImNA4mVA8iWRkUMPwrm0irqKFH72B6J4ZoYF/eaXCjVKlAq0YZriXZ/jjrUjKBNwm+9gIhpGqg0SColn9bXU+tycUZ+PuNS09jglPhdeZAmr8iZaTp+NNFIikEziHQZRL4cSOQcMFf0VMHrF9GnjeKK9DTCSMfH30gU5T7Jyt+AsxEpey4/G/9rXnQreSgvldszj/y53bqpjfDHDXhFkV9IPrrjtXxneiaXTUknMXb4Z6QUChGoqsK/Yyf+nfIUbm8HZHN/fXGxTCRNnCirkZISCXV48e3owrfThtgbQqFTETXWQvSkRMS+Jrp++1sCe/agnjCBhkUL2WqzEQ6Hyc7OZvr06RQWFh7k3Xc8IUkivX27sduWY+9ZicdTCUB0dB5Wi+xPZDROPCYLja+DFU0r+N2W32Hz2bhy9JXcO/HeIWrPbwVpNHnsRGnrtq2HbWgMhtvm47NnduPs8DLz4nxKFmccMdsfCYdxd3XgaBtaTuboaCXoPUA1lJKKKS3jsKqhw0GSJLzr1mN/9ln827ahslgwf/e7mK64/Jhk0//D8Uck4mXv3vux96wkI/0GCgp+evQ/eGejbHRduxxSJ8K5T0BqySH22UdDw5O0tL6CUqknN+de0tOvRak89o6s399Ka9trtLe/QyTixmAoIiP9OpKSzkel0uP+5FPaf/hD3BYzq+fOZe455zBz5ky5xjfsh+1LYd0T0NcOaVOQ5v0QMXcxkYiEEBYJeH101dXQWVdNd0MVtuYagl55FFOt1WNMysGYmEusJRtDQiYo9AeRXPvngjyPiISDIQJ+F5FwGEnQgahDFL7eCJ5SpRhETqlk0qmfqBrp/SH/V6uwaSQeFpzUqeCK7bu5+P1/oxFCaFOSiJ02GYXbTvjfb5N49+1Y77prxGPpqHXx/mPbmbAwg9mX5uNZ307vl42ggLgzsjHMSsUv+Ln8k8sJCkHePutNapatZPOH7yKEw0w861xmXHIl+pihjcO+vgr27L0Xn6+B7Ow7ycm+F6VSjSBKfFVt480tzSyvs+ObnYgpJPG7tCTOHptykGIoGAxS+djZjA9vZ8Ocl7hlpYposY+nz45n2vwlw57Tzs4dPLTmF9QFmkhxRDF9Tzw5sdkUzTmNojkLiE8+MaUQgyH0hXC+V02gyom+KAHTJQXDDjgIvUECNS6CNU4CNS5Er2yoqkmOQVcoE0i67LjjWmZ1quB1B6na1EnFhg5cXT60ehUF05Ipnp2CNTP2uI6MS4KI7bndhDu8JN5TgsZ6ZM9Gf8TPR7Uf8WrFqzT1NpEck8w1RddwccHFxGpP3QCKx9FDw85t1G/fStPunYQDflQaDRnF48iZOIXciVNPynUNyARS+UcygdS8EZlAGrPfRNtysLpL6OvDsXQpjpdfQezrI/aMM7DcdRf6UceYdOdzwL/vgqrP6M26km2KO6nc4kChVFA8N5UJUxLxvlGBQqcm8Y4JQ0hY0ecb4jc0MG9uhv4yaAB1Ssp+Ymiw31BCwnBHdEKxoqKLu97YTlKcnqXfnUaW+dvXPpMkiVB9/X4SaetWIl1dACiNRqInTx5QI+mLioaUOgmRiEzK9BMz5eu62bXSRXKumuLZCoTQIGIn4KcsWM2/xXW0K3tIDZtY6BhFhjtuiPInHAgQCYdGOtxhodbp0Oqj0Oh0aIbMDyB8+l9r9VFD/tbo9SirI4gbetEUxWG8JB9tlP6ISvAj4TA9LU10NdTR3T/ZmhoGzkGt02HNyuknkfJIysnHnJ7xtcJGIg4HPf/4B8433gTA9J2rMN922wn5jUiSxOoqG499WcXe9l7yEw08eHohZ41NxtXl4+Mnd+HvC3HWrePIGnt4zyxJkvDvsuH6rAGxN0T0pESMZ+cc04BNkz8oeyB1uwbSaqcZY/jr6Exyog+vsuoNhHng7Z0sr+gm1xpDvc3LnQvy+MGZo/Y/FyUJKj+BlY+ArQKSxsk+pAVnEBEE3nzzTerq6rjkkksYN24cwYjAc2vqeWpVLSqlgu8tLuSG2dloRvAEPCQ6d8Mr57E3ysC1Jg0zU2d9PX+jupWw7FfQWSafx+KHIH8RAnDb3kY+sbl5pjiLi5JGrnARRIk1lV10fVLPXIfAXiJ8kRfD+XOzmVdoPaSP5kgId3f3E0i78O/cKauRQv2/n9QUuaStpAT9+AkodKn49zjxbm0guOs9wk3rkAxG6ufPpdQQjUqtZvz48UyfPp3kE+gBLAh+HM4NA4qiUMgGKImPn4rFshCrZdFBKc6nAp6Qhyd3PMmblW9ijbby02k/ZVHWIuBbQhodTXoaQHN5D1/+cy8AZ948lozig2+akiTh73UPkEEDqqH2VtxdI6iGUtJJSEs/YtXQkUASRTyrVmF/5lmZFU1OxnzzzcRfegnKk+ja/j8cGSRJoKb297S0vITZfBpjxzxxZJJCIQwbn4LVf5TNrRf+Qo70HGG0SZIEOjr+RW3dY4TDDlJTLiMv78GD4hW/DgTBT2fnv2ltXYrHW4VaHU9a6uWkpV1DZGM1bfffjz8+nv/MnEHG+PFceOGFxOwjMCNB2PGaTB65m+WEt3k/hFHnHBS/KUkS7q5O2qsraK+upL26Antz08BvzJye2W+wPZrUgiISUtOG/K4iEQ9NTc/S3PIioCAr8xaysm5FpYpGFCWESD/JFBIRIsII5NPwCqyR3z/EdiIiQkhAkqAuWcP7M2JAARdu8lLQMUxyi/wpEGPSY7REYbRGEWeNwmjpn1uj0GhVvP3IFiIhkUtuGYPn03rCrR70o0zEX5iP2iTfC3698de8V/Uev0/8Hu2fraXX1k3+1BnMu/pGTCkjqy4EwUdV9cN0dLyH0TiFsWMeH1Iz/cDeJt7sdpK1x01nm4c4vZqLJqZx5bRMilLkUb+tbzzC1Oo/8VXCZVzXfhGTFNU8M62HpIt+e9D3XVVeyl+2PMZGRTlRQRWzG1NZUnAeY+YtJDnv0Gk5xxP+KgfOd6sRAwLx5+YQMz3liPYtiRLhDu+ACinY2AuCBGolupw49AUm9IUm1EnRpzwR50ghCiLNex2Ur2+ncXcPkiiRkm+keHYqeZMS0ehOHBkWcQXp/tt2VEYdiXeWoNCM/Ny0++28Wfkm71S9gyvoYox5DNePuZ7FWYtHrMM/VRAiYVor9varkLbhbG8FwJSaTm5/Glt60ZiTkzzZ29FfwraPQAKSxsrkUfFFYMkfeuy9vThefgXH0qWIHg+xZ52F9a47jy4SfJh0NBSKgbK1hk2dzIlRodMo0c9Wo+1rHmJIHWkf5DekUqHNzBxKDOXmocvN+cYMnL2ztYWffLCb4pQ4XrpxKhbD8S/1ORmQJGk/uRPwywqegP8Alc4gRY/fh9jdjaq+EU1zK/q2DrR9HgAElYpeowGHIRp7lBqnVoPY30lU6SagiV6EEKom7P0MEIceiEKBVq9HrdNRl+phY2orvdogeYFEzvZPIlOdLBM9g4icoYTPCCSQVnfclGb7jNujJydhuqTgmNXJoiDgaGuRiaTGeplMaqwj1K+cU6nVmDOyBtRISTl5WLKy0WgPfY0JHg+Ol17G8dJLiIEAxosuxHrXXWhSj48nyoHYWNfDY19Wsa3JSUZCFPcvKuTCiWlDiAGvO8gnT+2ip83LadeMomjWkR2LGBToW9VM39o2FGolcYszMcxKlZU4x4DWQIhPul080dRFWJL4Y2E6lyYfnkQTRYknV9by+PJqTNEanL4w9y4q4IHTDyDWRUFOFFv1O3A2QPo0WPQLQmkzeP3112lubuaKK65gdL+as7nHx0Mf72VlZTejkmL5zYVjmZZzDKRe+05Yej5vGo38LhoemPwAN44dWcE+LNq2w/KHoGENxGfKfZKxlw5pvwcEkSt31bGt18ebE3KZYxo6WNPdF+Dd0lY+3tjM7b0KpqCmNlVP/lVFpFtH7heFQiFcLhc6nQ6DwXBEih8pFCJQWYl/5058O3bg37lrv1+dVosmKYlwVxdSJELDqGJ2FBeiVRsYF5XLpMmTsUzLQGU8/vfrYNCGvWcldvtKHI51iGIAlcqA2TxPNrI2z0ej+WZayuy27ebhjQ9T5azitIzT+On0n5JiSPn/QxpJksSOZc1s+qCOhNQYzr59PDHxalk11D60nOxEqoaOBJIg0Pfll9if/QfBqio0GRmYb72F+AsuQHGC/Dz+h+OH1tbXqa55mJiYQiaMf+7QpmUtW+Dj+6F7L4w+F87+0yGNrl2uUqprfk1f316MxskUFv6SuNixx/8k+iFJEi7XFlpal2KzfQmA1bqYxK6puH7wFEJsLF/MnAGJiVx66aVkDU6jEMKw6y1Y+2f5oZk4BuZ9H4ovOGTyW8jvo7OuhvaqCtprKumoriTglRuh+hgDKQWjSCkYhc5ip1d8E4FukpMuIC/v+8fNIO7rQBBFnmjs4rGmLgqjdPw9K400hQoh0k8uhWRyKeTsxd/cQSA2mV57ALfNT6/dj6936KipSq1EiIikmPUYvCEMUWoS56SROD0ZQ4IepVLBquZV/PqD73Nu02hoc2PNzmXBtTeTOXb8ER93Z+e/qaz6BQqFmuKiP2C1nkGNN8CCrZVcnWLmDwXpbKrv4a2tLXyxp5OQIDIhI57Ls/yct/U6epQJnOn/LZdpN/GrlA1ob/4SNDKh5exsZ+9Xq3iv8m3WpTQRUovMDhVx16S7KZo4C9VxNN48HKSwiPuLBjzr29EkR5Nw1Wg0Scfe8RRDgpzOWS2rkCLd/aVssVr0BfHoC03o8uMPWzJ9KuC2+ahY30Hlxg687hBRsRpGz0yhaFbKQcl8JxL+ih56XiknZkYKpgvzD/p/o7uRF/a8wKf1nxIRIyzIWMD1Y65nUuKk/xpiztnZPmCm3Vq+GyESQRsVRda4ieRMmkJOyRQMppOgjulth/J/yx5ILZvk95LG7fdAMucNLCq4XPS88grOpa8i+nzEnX02lrvuRJeXN+ymgaHpaHGpcOnLSGmTZL+hfsVQoLaJsHcCqI2s74vgFgRS29eT1bWGuAzzwUllmZnf2LaPJEn8fVUtj31ZzdwCC89cMxnDUSjfjycCHg/u7k76HD0DRM++UqshZVrDkUCD5uJw5rUjQKFU7lfi9JMzUSIYXb0Y7E6iu2xoe+RyNkmtQszKxGMppN5fiGZMPlMusKKLjpLJnUGKHrVGO+S3HRSCvFX5Fs+VPUdfqI8luUu4Z+I9A0EPpwruZU30rWgmZkYK8RfkHbf7kSSKuLo69iuSGuvpqq8l4JGV2QqlEnNaBok5eSRmy+Vt1uxcdNHRiMGgnJL47D8QXC5izzgD6333Hvp3+zWws8XFY/+pYl2tnaQ4HfcsLODyKRloR/AmCwUifPGP3bRUOJl+fg6Tzz5yD7iw3Y/74zoCVU7UiVHEn5+HPv/YO95tgRB3lTexye3l0iQTfyhMxzBCMuxgrKjo4r43dxASREKCxIOnF3LPomFIdSEsD6Ku+ZOswM+ZT2juj3llxV46Ozv5zne+Q17/9yJJEsvKu3j443LaXH4umZTOT84ZffQEdNt2pKUX8qDFyEqdkpfPeoWSxJLDr9dTByt/K5ejRZvlwd4pN4J6+P27whEu2FFLWyDEvycVUByjZ2N9D69vbuY/ezrJExU8pjZgFBXEX5BH3PT9KttgMIjdbsdmsw2ZnE7nkH3ExMQQGxs7ZIqLixvyd3R09EGJZuGuLlz/eh/7q6+C00m31UrplCloQyGKHb0UpE1FHVuE6NeBAnR58USXJBI11oxSf2z3b0mS8Hqr+9POVtDbuxMAvT4Ni2UhFstiTPHTvlY1yMlEWAzzWvlrPL3zaZQKJVuu2fLtJ40kSaLX7mDly+tpLq/HaAkSa/Lj6mo7WDVkSiAhLX2IasiUmk6cxXpCa+AHjjUSwf3JJ/T84zlCDQ1oc3Ox3H4bceecc1zTDP6HE4+enjXs3nMvKlU0E8Y/R1zcAaZifhes+HW/0XVqv9H18GU8IPsm1db9ia6uj9DpksnP+xFJSeed1A5TINBOa9vrtLe/TTjsJK4zC8PjThS6GNadfjptwGmnncacOXOG3sCFiDzi8tWj0FMjp/zM+z6MuRhUh7+uJVHE0dFGR78SqaVyB6522bAZBSSkJZNRNFFWJBWOJj459ZR1JHsjAvdUNPEfey8XJ5l4dFQ6MUdZGx0OCvTa/bhtfjrqXFStaCFGpcAvSPikoSEtSrUCvcFPh+3f6DxtaKJiGXfapYxdeDrxSTFH7dPm8zWyZ+999PXtIT39Wn7vv5L17hAbZhQNia91ekO8v6ONtzc18LvenzJeUcOF4d9ypamaa0Nvo7htDT5tItUb11G+diW7u8vYNMaBPT7EaF0eD83/DWNSjq9B8ZEg3OXF8WYV4U4vhlmpGM/OOaSy5VgQcQcHytiCNU5En1xKo0mN6fdD6i9lOwaz3+NyfCGBuh02Kja001blQqGAzLFmimenkjXOjOoYR26/Llyf1uNZ20bC1aOJHicbB3d6O3l217N8WPshGqWGC/Iv4Jqia8g2Zp+SYzxeCAX8NO8po2H7Vup3bMXj6AEgMSeP3ElTyZ04laS8/BPmbTIAd5tMIJV/CC2b5feSx8nkUfGFAwRSxOmUFQuvvYbk9xN37rlY7rwDXc5QOb3k7ia09DaCuzYQ0o4lGDWOUGOr7Dfkk8lUlGqi534PZXwuKvVOwulmqjzp1DZIKJUKiuemMfnMLGLiv/lKHUGUePjjvSzd2MSFJan86dIJI3aUj8v+IhH67DZc3Z24uzpx989d3fLr4AEx8YOhUqv7SZ2oQWVXQ0uuhpRjjVS6NWSdKFRq9WGftxGnE//27fi2ltKzeiM0VqNAArUa/Zji/b5IkyahMh7aA6o31MsLu1/g9YrXESWRq0ZfxS3jbvn63i3HCEmScH/RiGdNK4a5aRjPyTlh7Q9JkujrsQ0pbetqqMPrlEk5hSRRKKrIbGxH4/GiHDeWpAcfJH7GjBNyPJWdvfz5y2qWlXeREKPlzgV5XDMja8TAi8EQIiIrX62genMXY+amMu/KQpRH+OyRJIlAhQPXJ/UIjgBRY80Yl+QOqK6PFoIk8URjF39u7CQrSsszxdmUxB1eEFBv83Dr0lJqbfLv7kdnjeKOBQcPegAQDsjt/bV/Bp+dSP6Z/MsxmppeLddee+2QAVdfKMJTK2t5fm09URoVPzhrNN+Zlnl0pVyt2+h77UIuT4wnbLDw3vkfjPwb6euCr/4E214GlRZm3g2z7gH94f2j2gMhztlWjTckkLTHTWtbH8YoDT9JszC7wYdoUCKeacGl8A4QQ93d3bjd7oFtqFQqzGYzVqsVq9WK2WwmFArR19c3ZOrt7cU7zD1OqVRiMBgGyCSjKBL/0UcYd+zEGx3NzkkTMS5ezKTEROKbmwfK2iKdnShiEtFmz0KTPRuFxghKCX1BHDEzM9EXxB9WySaKIVyurdjsK7DbVxAIyIriuNjxsprIuhhDzKj/msGt4dDmaeO3m37Ls6c/++0hjYRIGFfnAaqh9lZ6WlsJ+fdfZCqNloSUVDmhbFA52YlSDR0JxFAI94cf0vPc84RbW9GNGoXljtuJPf102ejsf/ivhMdTxa6yWwiFehgz5i8kWs/sN7r+AL74MXhtMP0OOO0noBveh0MQAjQ3/5PGpmcBgczMW8nOug2V6tRcq/uOqavrY1palxKorMD8lAYVOhquvYQtPQJ5eXlcdNFFGA40VxQFuXPy1WPQXQ4JuTD3QRh/BRxBOorP10Rt3R+x2f6DilTilFfh7zbSUVNJR00VIb/cKYmKjSOlcDSpBaNJHVVEcl4BGt2JL+es8Pi5aU8jzYEgD+WncVOa5Ws9KMJ9IfY8Woo1JKBM0JNwSQHa7Dg8ziBuux9Hu4vKdZ/SUr4cJAltzFSUmqkoFPtHMaKNWrnkbV/p26B5VKxm2OMTxRC1dY/S0vIiTWQTyfg9txZMG/YY//30z7ig+ykeE67CIcXyO/VzPCdeQSCUQKS5goAyRPkkgTJzByadiR9M+yFLcpac9AeoJEl4N3fg+qQBpV6F6dJCokafeFWHJEqE2z0DBFKwSS5lU2iU6HKN6ApM6AviUSee+FI2W0sfFes7qN7SSdAXIc6ip2hWKqNnpgyYEp9KSIKI7dkywt0+NLdl8VLra7xd9TYAl4+6nJvH3Ywl6viV4H5TIEkStqYGWYW0o5SO6kokSSQqNo6cksnkTJpK9oRJB/mRHXe4W/sVSB9A61b5veTx+z2QEnJl8ujFF3G8/gZSIEDcuUvQpKbKSWVVewm1tg+pMlInJ/f7DcmKIU1ODoEKPYHKXkyXFxIzKWn/7m1+tn0hp60plQrGzE1l0jeYPAqEBb739k4+39PJrfNy+fFZo1F+zWRFSZLw9/UOkEHu7i5cXZ302jpxdXXRZ7cNGehUqdXEJSYTn5iEMSkZY2IyxsQkYhMsaKOjh5gxn0w150io3NTBilcqyMrTM3dKhOCO7fhKSwmUlSGFw6BQoBs1apC59mTUluF/853eTp7e+TT/rvs3MeoYbhp3E1cXXY1effKtGyRJwv1xPZ4N7cQuzMB4RvZJ3b/H6aDz7bcIvPYGKnsPfXEGyi2x9MTK7cRYi3WIR1JiTt7XUjU22L08vqyaj8vaMWjV3DIvl+/OyTlqhZ0kSWz6sJ7t/2kie7yFM24ec1QDXVJYpG9tK32rWgCInZ9O7Pz0Y/YW3OzycGd5E92hCD/NTeG2DCvKwzyXPcEI339nJ1/slX29DkkcAQQ9sPkZWP8kUrCXau04VkrTOf+G75GWNrTKoLbbwy//vYcNdT2MTzfymwvGMiEj/shPqGULe9+6lGutRmamTOfJM54b6m8U6JWtMTY8BUIQJl0P838EsUkjb7MfkiSxs8XF65ub+bC2m9CEOJK8fVyvkEjrsNPTbcOl9eMRBoUTqFRYLJYBcigxMRGr1YrJZDpi42lBEPB4PAeRSX19ffQ6HBi++oqCbdtRiiKVo0dTUVyE0H/v02g0QxRKBpUKncuFtq0ddW0tmjYPhoSx6FOnodQZQAqiNoeInpaGYVbRQFJbOOymp2cNNvtyenrWIAgelEodCabZMlFkWYhOd/TBHt9kSJKEUqn87yeN8tNTpZ9cskROKBOHqoai45NxdetQqBKYeu5ERs8sOmmqoSOBGAjgevc9el54gUhnJ/px47DccQeG0xb8V7OS/8N+BEN2yspuo7d3F/mpt5BZugVF7XLZ5+e8v8qG18NAkiRstv9QU/t7AoFWrNazKMj/CVFR6Ud9DIIgsHfvXnw+H+np6SQnJ6M+Dg1ISZJwu7fRsvUZ+NV6lD5w35vPNm8mwWAOl1xyKTkHjEQDchpD1aeyXLezTK6ZnvMAlHxnWBlsJNJHQ+PfaWl5BaVSTVbmbWRm3oxKpR+0SQFHa0u/L1Il7TWVAx4iCqWSxOzcASVSamERcdbE4/ob+7DLyfcqWzColTw/JpsZ8cfewZMkCd+Obno+qIWQQGS0mZxrigYUMZIoUr52FevefAWP00FDipdpl1/FtTNvIeiN4Lb5cdt99Nr8/SVvcumb1xUcsh+NXnUQmbTPSynapOWuLa9zbuAvxCoFRo96iJSUSwbWDUVEHn3jU+6pu4VGZSaa6XczetO9VPQl83lrHn2qGLbm6ejIq0ZQBPhO0Xe4s+TOU2JSLHjDstl1hQNdoYmEywpPWeqZGIwQrHcTrHERqHESsfV7VsRpZQKpMB5dvgnVcUgmAwj6I9Rs6aR8fQe25j5UaiW5E60Uz04hrdB0zB4cJwrOLhtPv/UYHxpXEFKGuSDvAm6fcPspL0E5mfD39dJYtoOG7Vtp2LmNgKcPhVJJamFRvwppCuaM4xN1PiJcLfsJpLZ+JXdKSb8H0oWExBhan/olgQ++grCE0qQkRu9DbVYSmDENxfgS9Hl5aI2paLQJaDUm1GojfZ+14VnfjvHsHGLnD/8s+28gj9z+MLcuLWVzg4OfLyni5rm5R7xuJBym19Y9VCW0TzXU3TngY7MP0cZ4jEnJxCcmDxBD+14bTAnfmPbs4VC9pZPlL5WTNsrEkjvHox5EDoiBAP5dZfhKt+IrLcW/YydSQE4u0+bkDBhrR0+ZcpAfT42zhr9u/ytrWteQGJ3I3SV3c37e+ahOtErvAEiihOuDWrxbO4k7M4u40zJP/D4lCe+GDdgef4LAnj1o8/Kw3n8fsYsXE/B6Bsra9imSnB1tA1LlmHhTf3Jb/gChdLh2UbvLz99W1PDutla0KiU3zM7mtnm5xEd/vedp2apW1r5TTXJOHEvunIDecHTPv4griPuzevxldlQmHfHn5qEvTjime6QzHOH7VS18anNzWkIsfyvKHKKyHg6SJPHUylr+vKwagPsWFfC9Az2ODoTfCev/hrTpGaRIkN2qcaRe9Ves+UP7BJIk8XFZB7/5pBy7J8h3pmXywzNHY4w+ws+oeRNvvn8VvzMZeGDsrdw4+R7Zd7T0JVld5OuRBwYW/mJIafJI6HH18eGmStaW1eHrdZKgCpCkDaEIDyKHJCXmmHiS89KxJloHSCKTyXRQGdnxgMPhoOyNN4h69TXi3G4cOTlE33M3aVOm4PP5hlUs7XsdGRSqsA86pZLosERUWEOMykSMIoooZRc6y26Umc2EYztAIaLRmAfSzhISZqNSRR33czvVCHjC1O+0Ubutiwvun/TfTxrlJCdKf/vRA0PKyUwpqVRudLD+X7XEJ0Zxzh3jiU86dcqMAyF6vTjfepuel15CsNuJmjwZyx13EDN71v/Iom8hhFAf5RsupVusJbUrwqjsH6CcdvuIpVkeTxXV1b/G6dqEIWYUBYW/IME086j3K4oie/fuZfXq1fT09Ay8r1arSUtLIyMjg4yMDNLT0/ebWB8jPA07abn5diSbG8etYdy5JlpbCygsuI75888Y/kEhSVD9H/nB1bYN4tJg9v0w6TrQ6BHFCO0d71Bf/zjhsJOUlEvIy30Ane7woyAgd746aqoGTLY7a6sHInRj4k39BttFpBaMJik3H/UxeGaERYnf1rXzj1YbU+NieH5sNsm6r5Fy0uPH+WEtwRoXTlGiM9nA4u9NHLgvtFbuZfUr/6SrvgZTdhbvpG0nu3gCzyx65vAlAiGBXntgoPTNbffT2++j1GsPIEQGSQQU4IhWkpKkwajbiaTZQ2JaLkUTrkcwxHDfOzt4sPP7jFfU85FzLktiv0JAzdaU+1BOHc1T7W9R27sX/Dl4O84nKzafK6ZmcMmkdKyxJ6/zF6hx4ninGtEXxnh2jmyc+Q0iSiLOwACBFKh1IfkjoABNqqG/lC0eXdbRlbJJkkRHrYvydR3Ube8mEhYxpxkonpNC4bRk9MeJkDqe8IV9vFH5Bi/ueZG+UB/z3JO5LeO7jL9o3qk+tFMKURToqKnuN9MuxdZYD8jKAdlMeyqZY8efWCWlq3kQgbQNgL64KDrNCnzmbLKaXMTb2ulJjKdyVDwBhWfYzSQ0nI215gp6czfgLdmERmdCozGh0cik0r7XGo0JjdZEwB3NruVuqjZ1faPIo053gBte2kKdzcNjl03ggpKh6oB9QSquYcrH3F1d9DnsQ2qM1RotcYlJxA8ohZL7SaIkjInJaL4FoSc1pV0se2EvqQXxLLl7wmHVJFIoRKC8vD+drRTf9u2IfbKXjyY1leipU4jqVyNps2U/nNLOUh7f9jhl9jLy4/O5f9L9zEufd1Lb1JIo4Xy3Gt+Obozn5hI7Z2R/yq8L/65ddP/lcXybN6NOTcF69z0YLzj/kNUJIb+P7qaGgdK27oY67K3NAwPu+hiD7JE0oErKw5Scit0b5u+ranljczMA35meyZ2n5Y0Yk34sqNvRzbIXyok16znvngnEWY6+Ax6oc+H6qI5Ilw9doYn483KPOJFzMCRJ4tX2Hn5Z24ZBpeLJokxOMx++VGt5RSe3v7qdiChx/axsHj5/zOF35ukmsPx3qHcuBSA84VqiTv8ZGIYqVXoDYR5fVs0rGxoxRWv58dmjuWRS+hGpG6WGdTz4xXdZGaXj5ezLKdn5LriaIHsunP4wpE0+aB2fz0d3d/dASVljWwddXTYUkcDAMgqVmkSrleSkRExKA5X1Af5SaGKaMYGXZxWhPoFtLUmSaGhoYPuXXxL7r/fJbGkhZDIR9737ybr00iMipyRJIhAIDEsm9fW5CYWqUKv2EBvXQHSMXE7n9cbT05OO055G2BFPjEpFbFwcxqQk4jMyiDMaD/Jb+m/r1we8MlFUt62blkonkigRZ9Fz3SOz//tJowM9jSIhgVWvV1K9uYucCRYW31iM9hhNrY43hN5enK+/juPlVxDcbmJmzcR8++3ETBu+9ON/+BagZSt8cj9S1x7qJ42n0dCOyTSLcWOfQqMZWrsfDjupq3+CtrY3UKvjyMt9gNTUK1Aqj17yW1VVxcqVK+nu7iYxMZGFCxeSmppKS0vLwNTR0YHY31gwm80DJFJGRgYWi+WoRwQidjvNN91EsL4O3+2JuIqaiEQ0+P2TmD3rZ1itIzxAJUmO9vzqUTnZx5BEz4wLqVHvwuurJT5+GgUFP/vaht+iIGBrbpS9kWpkfyR3VycASpWapJw8uaytsIjUwtHEmg9dCmMLhbl1byMbXV6+m2bhofxUtMc4iiIJEp51rfQubwalgma9hrJOH1f9chpx5ijc3Z189dpLVG9ej8FsYdYV1/Ab9z/o9HXx/gXvf+2yHUmU8LiC9Nr8dHd7eWpXKyk+ifGCml67n6B36GiMqAiQom7CIwTJiO4kVVWFdPadvKvcyPuN/yJeF8+DUx5kcfo5fLank7e3NrO10YlaqeD04iSumJrB3IJji1s9ovOJiLi/bMLzVSvqxCgSrhyNNvUEl/d8TUiiRLjNQ6DaSaDGSai5D0QJhVaJLjcefUE8ukITakvUsI0QrztI1aZOyte34+72o9WrKJiWTPHsFKyZsd/IhktICPFe9Xs8V/YcPYEe5qXP456J95C8ToNnQzvma4qIGvvtK0k7VvQ57P1m2qU0795JOBhArdGSMWYcOROnkDtpKsbE4x8bHAzaaG19BVvtK5g77aQ6NcS4+j0plJoh6WiiGCEScREKOwmHnITDTkJlAVieQCS3G+/sDYQj8v9CYfn/gjA80QQgBnLoqTiHntrxKJQSaeNayZ3hIM5kGEIyaftfq9VxKI41YvowqO32cP2LW3D5Qvzp7EyK9N4BlZCrq2uAJNo3OLEPMaaEfoXQoDKyfvVQTLzpv0YtdCyo29HNf57fS3JuHOfePeGY2uOSIBCsrpYJpFJ5Ehyyj4/KahkoZ4uaMoV12kb+uvNJmnqbmJw0mQcmP8B465EHQnxdSIKE461K/LvtxF+Yj2FGyuFXOgoEa2ro/utf8SxfgSohAcvttxN/5RUDpTNHi3AoSE9z04BPUldDHfbmBoRIhIBSyy7zVHYYxiCgZHG6mntOy2XM6DyUJ8A6o73WxWdPl6FSKzn37glYM49emSwJEp5N7fQua0IKixhmpxG3KAPlMZjTV3r93L63iUpvgDsyrPwkN+WwbbzaLg8XPL0Ob1DgzDFJPHvN5CN69vbU76L19XsZJ+xCodajmHE7zLoXooeWEe5td/OLD/ewvdnF1GwTv7lwLKOTD0NoSRJ9Xz3K5TUvEVbAe8E44s94BCl3IV6f7yAzapvNNsQ7SFCocAh6eokiLTmJeePzmDkmB6PRiEKhwLOuHffn9ajNUXx8Tgq/6LRxbaqZPxWmH/d2RygUYvfu3WxZvwHTunWMKS9HpVAQ990bSb3jjq+VLB6JeHE412G3rcDes4pw2IFCoSbeOI3YuDmoQhNw7wnhqG7HEwjiI4An4sAX6cWnlggOs2+VSnWQkfdwht463akdDAl4wzTsslO7rZvWCgdiP1GUPzmR/MlJWDIM347ytMGkUZ8jwOfP7sbW3Me083KYcnb2N2JUOeJ04li6FOerryF6PBgWLMBy+21ElZSc6kP7H04UAm7Z6HrrC7LR9dl/gqJz6ej4FxWVPyMqKpMJ458nOjoLUYzQ1v4G9fVPIAge0tK+Q27O/Wg08Ue1S0mSqKurY+XKlbS3t2M2m1mwYAFjxowZlgAKh8O0t7cPIZJ8/Waler2e9PR0MjIyyMzMJDU19YhuaoLbTcttt+MvK8P481uoy9hBILgehUIiOno6owpvJyFhzvCNeknCW/0utbWPYI/yoA9CQcxZWKf9HsURGPIdC7wu5xA1UlddDZGwnF5mMFtkAqlgNKmjRpOYnTsQj73N7eXmvY04wxEeHZXBZUcQ1ToSQq19OP9VQ7jDi74oAWdWHF++VcOcywsYPcPM5g/eZvtn/0ahUjHt/EuZct5F/H3Ps7yw5wX+etpfWZi58Lh8Fvvwh/oOnmjq4rNJBUwyxhAK+Clfu4F31+9he18+YxQ2zhaq6BZzCaky6PMpqbJuY1PWRwTVXsbZ5rE4cAmJZrNc8maVS95cCpGPa7v51842nL4wafFRXD4lg8umpJMaf/xkvWGbD8dbVYTbPMTMSMF4Tg7KozQE/yZADMilbIEaJ8FqJ5EeuSOqitcNqJC0OXG0NvRRvr6dxt09SKJESr6R4tmp5E1KRKP7Zp53RIzwSf0nPLPzGdq97UxOmsx9k+5jYqIszZciIt3P7CLSEyDp3omoE/771RbHG5FwmNaKPQNm2q5OOWI4IS1joIwtdVTx1/Ky8XrraG7+Jx2dHyJJYazWM8jKvAWjcSI4G6FmGWRMk8utR0CgyoH9lXJ0uUYsN4wZVjUnikHC4X1EU49MNPUTSuGwg3DISV9PmObS0dhri1AoROLz1pAw+gs0Ue4DtqZEo4nfr2DSDlYzHUwyaTQmVKqYIZ0bSZLwupwyIWTrwt3VyY4WF091pYAocF7HxySG7APLq3W6IeVjxsTkAeVQXGLiYaPRv62o32njP8/tITE7jvPuPTbCaDhIkkSooWE/ibR1K5HO/gEgo5GoSROpydKyVFvKTpObRTlncO/Ee0+agb4UEel5vYJAhQPTpYXETDkydfShEGptw/7kk7g/+ghlTAwJ372RhOuuR2U4/imXbm+AZ/5TxqvbbXgjMEHZxaSOdRh83QCoNBqsmdlDPJIsGVnHpNY+EI52Lx8/uZOgP8LZt44jo/jY2laCJ4T7i0Z8pV0oY7UYz8khusR61CSGXxB5uK6dl9vsjI+N4tnibHKjD/17dnqDnPHEWmx9QcalGXnz1hlH5PfU0dHBRy89znw2Miq0G4UuTjaknnH7EN9TUZR4b1srv/+8gt5AhBtmZfO90wuH30fbNqRlD+FpLGWjIZsfWTzkBY2co7oWW48L/6ByWJ1Oh9VqJSrORH2finWtQVr8GhIT4rl6RjaXTk7HFLP/OxZDAs73qvGX2dGPMZNwWSFKvZpH6tp5srmbH2Qn82DO8RnEcLlcbN26le3bt2Osr2fqrjKiXS5iFi0i+Sc/QZt+bKq+QLATu30ldvtynM6NiGIItToOs3kBFstCzAnz0WgO7n+EOrz4dnTh22lD7A2BSkJUdNDbthln3Xb8Wg3+qChCSUkEk5MIxMbiV6vpCwYJhUIHbU+r1R4yIW7fdDysRfYh6AvTUCYTRS3lDkRBIjahnyiaknjQYKNCofj2kEZt1U7+8/weImGR0787hpzxp350MmKz0fPSyzjfegvJ5yP2jDOw3H4b+uLiU31o/8OJgiTJUv7PfwTebph2Gyz82ZAbvtO5mbLdd6JQKMnOvov29rfxeqsxmWZRWPBzDIZRR73bpqYmVqxYQXNzM0ajkQULFjB+/PgjNpeTD12ip6dnCIlks8kpZQqFguTk5CFqpH2jDAdC9HppuftufBs3kfSLn+NfUMK6db8jzrgTrTZAVFQOGRnXkZJ8MWq1rP4Ih100NDxJa9trKJV6cuLPJb1sL6q6VRBlghl3wrRbISr+qD+bo4EQCWNrbJCVSFUVtNdU0meXPwO1Ros1N5/ykjm8bMogRavhpfG5jI09ttJXMSTQ+2UTnvVtKA1aTBfkIWXF8ubDW4iz6CiY3MPGd1/H53YxZv4iZl95LbEJFrZ2buWm/9zExQUX89Csh47j2UNrIMSczRWcbY7jhxEHFWtXUbF1C8tjp1ERW8Sk2F5eUD1IjOCjYvY8VFtL+WNiBjvxMTpmDNfG3kFCb2q/l5Jc/hYJ7y97UyggxqQjEqWiKRii0uOnVyWSlxPPklmZnD4hBc0xpndJkoSvtAvXR3UoNEpMlxQSNcZ8vD6aU45Ij59ArYtgtRN/rQuCApIELkHEoVRiGGMmZ3EmCWnfXEWVKIksb1rOUzufosHdQLG5mPsm3sfM1JkH3UsiPX66/rYDTWI01tvGn7K0uf8WODvaqN9eSv2OrbSW70EUImijoskeP5GcSVPJKZlMTPzho6klScLlLqW5+Xns9hUolTpSUi4lM+NGoqOH8ag7BEItfdieL0NtjsJ62/hjjjIeDLfNT+nnjVRt6kCpUlAwXc+o2SHUUS5CYUc/0bRPyTTo77ATSTrYv0I+aRUIUQghDWGfgmCfSMinQAioiPhVlAdG8b54IXHKIPenNZCXnIIpMWOAJIo2xn8jlXynEo277Xz+7G4sGbFccF8J2qgTp/iXJIlwW/t+T6StpYSamgCI6DVUpIqUZ0DSrIVcesGPsMafuLKxgWMKi9iX7iVY6yLhylFETzg2Y9yI3Y792X/gfPttFAoFpmuuwXzLzahNxx4zPxICYYHXNjXxzOo6erwhFhcl8eAZhRSlxCGKAs6O9kE+SbV0NdQNJPYpVSrM6ZkkZu8vbbNm56DVH/2AkMcZ5JOnduLs8LHw+iJGTT924iHU0ofz37WEWz1os+KIvyDvmFTHn9lcPFDZQliS+ENh+mEHCv2hCOf8bR0Ndi9JcTreunUmOZbDE3wtLS0sXbqUXEOAy8xVqGv/A9FmOTRmyk2g2T+A4vSG+NN/qnhrazOJsTp+vqSYedkxcpR9YwXdu1dic/Vhw0IAmeiqi61jp2Unc1z5nJ15NYkp6VitVuITzGxp9fHGlhbW1thRKRWcUZzE1dOzmJVnPqgMLmz30/NqOZFuH3FnZssG5P33QEmSuLeymXc7nfx5VAZXpx5bO0ySJJqbm9m8eTMVFRVEezzMranFWFmJJiuL5J//HMPcOUe9TY+nfCDtrK9vDwBR+kwsVtmfKN44BaXyyMr4JVEiWO/Ct8OGf7cdKSSgjNOgTZaQ/DUEKrbg37kLwS4PMiiio1GPG4c4dizhvFxCKSn4RPGA0jh5EgThoP1FR0cfVrUUExMzYqVI0B+hcZeN2m3dNPcTRQaTbkBRlJg9sir9W0Mavfjoh6x/t4Y4axTn3DEOU/LxZ96PBuGODnpeeBHXu+8ihcPELVmC5dZb0BUUnNLj+h9OMJxN8NkPoOY/8sjruU9A2qRhF3U4NrCr7DZE0YdGk0DR6EewWE4/6oZnW1sbK1eupK6uDoPBwLx585g0adJxY6P9fj+tra0DJFJrayvhcBiA2NjYISTSYINtMRik7YEH8axYgfX++4m98Qa++OITWtv+TU5OAzpdOyqVgeTkC9GojbS2vU4k0ktq6uXk5n4Pnbaf9G3dJnseVX8BOiNMvw1m3HGQZPdEos9hp6O6ksaaKp5UxbM1JY+c5mqWrHiXZGPcEINta1bOEcm2Q+0eHG9WErH5iZmejPGsHJRRapa9tJeqDVuJjtmCs6OZtNHFLLjuFpLz5HtHb6iXSz+6FI1Sw7vnvUu05vh5tUmSxE1b9rLME+Kuj59H09FCKDaRL9LOpSmo456F+Vzd/TjJtW+ydezZvMxO1nrVxGkMPDj1R1yQf8HQZI7+bfrcoQH/JPeAObc8+fvCQ5YPKCU0cVoyMuNISTUQ169UMlqjiDHqRlSOir4wzg9q8e+2o8szknD5KFTGb9fofiQkULfDRsWGdtqrXJjUCvJTY0jSKlE6/CCCQqdCl2tEX2hCV2BCbdZ/IzqzkiSxrm0dT+54kgpHBbnGXO6ZeA+LMhcd8vh8u204Xq/EMDeN+CVHbjb8/x0hv4+mPbtkM+0dpXj6I7mTcgvInTSF3IlTScrNH1IWJUkC3bYvaW7+J729O9FoTKSnXUt6+jVotUff6A/b/die2YlCpybxjgnH3XzebfOz7fNGKjd1olQN8jzq/91LoojH5RhIIXN2ddBrb8bjbMHr6SAScaLSC6j7J20M6I0qtDGg0kVQqINICh9r26aztPwKMmLbuH/is8Tp5FI6pTJqiJJpn2ppQNGk3ff3vv/Fo1SeGgP+k43mvT18+kwZ5lQDF9xfgu5ITXuPI8Jd3fi3yUqk3i2bEWplP7CQCryFqWTNPRvj9JlEl5Sg/JqejiNBDAnYX9pLqMmN+eoiosYc+WC20NdHz4sv4nhlKVIwSPzFF2O56040yce//DQsiLxT2sKTK2rp7A0wJ9/Cg2cUMjHz0MSUJEn02rqGlLZ1N9Thc7vkBRQKElLSBkikxJw8ErPz0B+YrDsMgv4Inz9bRluVi5kX5THxjMxjfpZJooRvWxfuLxoRfWFipqcQd3rWUQdOtAVC3FXexCa3l0uTTPyhMB2DeuT2nj8kcMkz6ynv6EOvUfL370xiUdHhVWcNDQ28/vrrWK1Wbjh9HLp1f4L6VRCbCvN/gFRyDb1e/0B8/dZ6G2/WSHQGNaQo3cxQN2NUBogigNUYRWLuOKzJaVitViwWCw+tuZOVPTt5ORRH0vnv8+buXt7e2kxXb5AUo56rpmVyxdQMkuKGV/j6K3pwvF2FQqkg4arR6AsOvk7CosR1u+v5ytnHS2NzOMNiHGZLwyMcDrNnzx42b95MZ2cn0Wo18xwOjCtWoFCpsdxxOwnXX3/EJZmiGMTp3IStX1EUDHYCCoxxJVgsi7FYFxETnf+120piSCBQ4cC3o5tAtQNE0CTHEDXRiiZJIFSzB//Onfh37iRQWQn9pJA2K4uokhKiJpYQVVIicwVKJX6/f1gyabD/ktfr5UAuRqFQYDAYBsik6KgYIh4lfZ0iztYQirCsaiqYlErB5CSScuKO6Ny/FaTRqJyx0r1n/o3scWYWf3cMuhM4mnE4hFpa6HnueVwffgiShPGC87Hccgva7OxTdkz/w0mAEIZNz8Dq3wMKWPhzWRUzjNF1JOKlqekZmlteAJRotRYCgVZycu4jJ/ueI75pdXZ2smrVKqqqqoiOjmbOnDlMmTIF7XGQBx8KgiDQ3d1NS0sLzc3NtLS04HbL5QEHGmynJSXj/t0j9H70Meabb8L64IOUlZXxySefYIx3UFLSQDC4q3/deHJz7yc97erhS9c6dsmeRxUfg9YA026BmXdDzMlRFDb7g9y8p5Eyj5/7MqxcI7jpGvBGqsTb3ylT63Sk5BX2eyONJqVgNNFx+x+WkiThWd+O+/MGlNEaEi4vHHjg7vlqL8ue+wdiuB5jYhLzrr6Rgumzh1wTP177Y75o+IJXz36VcdZxx+Xcem3dVKxbzRe79/LM3IuYteMrbpA8BEfP4XfbAoQFib9cPoE5qr3o37qY583jedPoxSGGmBen5cy4Psbk3UNO9l0oFEdXDhXyR3Db/Ti7fewot1NZ68DbE8AoKjCKSgb/GlRqJXEWvUwkWfYnvsUEI4SXNSF6whjPzMYwN+0bUZZ8vGBr6aNifQfVWzoJ+iLEWfQUzUpl9MwUDCa5gyz6IwTr+g21a1wIjv5SNpNcyqYvNKHLi0d5Cp6P27q28bftf2N793bSDGncWXInS3KWHHG6kfPDWrybOjBfX0xU0bdHOXayIEkS3Y31shfSjq101FSBJBFtjCenZDJZJeOJSm6kves1/P5moqIyycy4iZSUS445DUboC9H9zC6kYATr7ROOyYz2SBAK+GmramXXinbaaiIokIgytCOFt9Nrb0IIDyKlFQpizZahZWSDUsmiYuMOKlF7alUNf/6yhlm5MTx2YTQaxWCvJsfBZXRhJ5FI34jHq1IZZBJJmzCIYNpPMg0podOY0GiMR31PPdVoqXTw6d/LMCVHc8H9E78xxvsRp5Omdf9h23+WErWngdwuUEqASoV+zJgBX6ToyZNQGY+8g3s4iMEI9hf2EGrzoMs1olApQaVAoVLIzymVEoVK0f+eEiSBQMVefKWlSH4vulH5GObPQ221DFluyDpKBQq1Qp4f+L/B+1Ir+/epQKFQIIgSH+1q4/FlNTQ7fEzKjP8/9s47PI7y7Pq/7V0raVe9V0uyLcm929iU0EwnQOgdQhIIIeVNeZMvhTcFEkIIoYWe0DFgSmguGONuSy6yem+rXa2295n5/lhZtiwXuYEhnOvaa2Z3Z2dmZ2dnnuc855ybe74xgblFR9+ukiQJ/5BzDJHkHbSPLGNOTRtlbUvNLzygClKIinz8TB1NmweYvDib+ZeWjCv4+WAQgzE8H3bgW9+LXKsk4Yx8DDPTj6i9IEgSD7TbuL+9n1ydmkcq8qlOOPj1zR+OccXj69neHW8nf/+0Ur67pPiw36OxsZEXXniB9PR0FixYwFDLVuz1a7H7RexYibD3f2UwGLAkJ1HvjPD2YBoRlNyQ1c1d37oQvWVs5VF3yMNFr56DLDzIL7s03BH+KVNL87hyVh6LJ6SgPIjaWxIlPB934v24E1WWEcuV5Ye0jvtjAhfWNNPkD/FadTFTzYcnZ1taWli2bBk+n48Uq5V5ajWGl14m1tNDwtlnkfqjH42LOI1EnAwOrsLu+Bincw2C4Ecu12FJnh8niqynoFafuP6D4IsQ3O4gsG2ASJcXZKApSkRfnYpukgWkKKGdOwnU1BCsqSVYU4MwXLBIrtejraxEV10VJ5Oqqg6qLBQEAb/fP4ZQcrs82PuduIbchCIBJPlYla1SqTysaslkMo30K78SpFFuygTplX++x8xzC76wjkK4tZXBRx/D/fbbyORyEi+9BMuNN6LKOvES2K/xBaN7Myy/C2w7YMLZ8eyixJwxi0mShM32Fs3NfyAcsZGedj5FxT9CrUqmvv5n9PW/TlraeZSX/R6F4uAKCYfDwapVq9i5cycajYa5c+cye/bsLzREzePxHDxgOzmZaVu3krR+A5rzzyPvd7+jt28L27b9FIOxHUmykJY6F5d7A5HIADpdHtnZV5OZcQlK5QFCEG274JP74pV8VDqYfkPc8206/qNve7DK6eH2XR0ISDxUnjdmxESSJLwO+0guUm9jPfaOVsThUYSkjEwySspIzyvB0KpF26NGX2El6eISFEY1QZ+XtS/9i9oP3kUmVzLvm1cw7Zzzx+QDvNv6Lj9e82PuqL6D26puO6bvFPL5aNzwKbvXrKJ7904k4LUr7sSVkMwnU4t5c8cg//dePQVWA49ePY0ik0jtX6fyx0QV27VKKkNhfpq3lAmn/T8aGn9Jf/8bJCbOYmLF/Wi1xxb82e8O8crmLl7e1IV3MESWSsXCzEQmJhhQBISRym9CWKBMK6dEI8cvwi6FHHmKfoRUMqfsJZY0BuVJobgZL8LBGE0b+6lb24e904tCKadwSgoV8zLIKk067L0uNhgcDtR2EW5xIYUFkIE6x4RmmERSZ5vinYsThLrBOh7c9iBre9aSokvh1spbuajkIlSKI+tESlGRgYdriA2FSTynAP20tK8UKfh5I+Bx0167lbbta/BFPySxxIZSJxD1JJOgOofSymuxZOcf9f9FDMWwP7admD1Iyi2VqHOOPMx2ZF2igM85OFKBzDNg21uVbMC2V9EAyORm1Ia5yJQTkMkgOcNHUbWalLx0zKlpJKSkjmTSHQ6CKPH/lu/i2XUdXFCdyR8vqUI9TnukKEaIRt1jSaXIXqtc3DbnHAkDF8XgQdYmG85nStpHybQ3l2m0kilOOCmVX1zofU/DEG8/VIs5VccF3596xKXTPy/ssO/g75/9Cd/WLcyyJTDfnoSusRspGgWZDE1pKfoZM4aJpGkorcfWuRSDMYbeaEYYCiEJEggikiANz0tIe56HI0gxAWSKExbmDiAh8YlM4HEpRDsiJXIFt2gMzFOrkasUw+TToQmqAxJeByOoFHKikRCeITtuhw2XvR+XrRfvkANREhAlEa3JQGJmJknZOVhycrDk5mK0WkAmY+N77Wxf1UNBtZUlN1SgUh/b4Ee034/rrRbCrW5U2UYsV5ShtBwZQb7B5ePbdR3YIlF+WpjJbTkpyA/yv/OFY1z5RJw4kiQ4rTyNP19WRYI2/v8QRRGXyzUmjNpms42yKBmNRlIMClK8O0gJNJFiNpCy8HoMkUFYcx8EBhkovYL/i13JsjoP2Uk6frV0IqdVxNVNDl+YVzZ38++NHfQEmjDmP8z8YID7ZdnornsTDpEdKgaiOF9qINQwhH5aGkkXFCFTHZ7QtkeiLN3ahCcmsHxqCUX6A5NMoiiydu1aVqxYgdVq5RuVlaiffQ7/mjWoi4tI//kvMMyedcht+f2tOBwfYXd8jNu9FRDRqNOwWpdgtZ5KUtIcFIrPPx8x6ggS2DZAoGYAYTAESjm6imT0U9PQliQiU8jjFtvu7rgSaduwGqmhYa8aKT8/TiANK5I0xcVjKiVGQjE6dg7SvGWAjp2DCFERvVlN8dRU8quTMVjleH0HVy15vd4RJ8m+0Gg0mEwmvvvd7375SaPJFdXSjrqaL2TboYYGHI88gvc/7yPTaEi67DKSb7gBVdrReZe/xpcIITd8/BvY9ASYMuDsP0H5uQdc1OPZTmPjr3F7tmEyTaa09BckmveWuJQkiY6Of9DSej9m81QqJz8yxg4wNDTE6tWrqa2tRalUMnv2bObOnYtOd/wChI8XxgRsd3ZSvH495bvr6czPpeEbOZiTvWg0edTXa8jJyeeii84nHP6M7u5ncXu2oVAYSE+/kJzsqzEYisduxN4Ia+6HHa+AXAnTroV5d4H5+BG1oiTxt44Bft/WxwSDlicnFRw2AHHkGIRD2FqaR5RIvbt3EfQPlwxWa8mYEFciqTRaNr31GiGfD4V6Euf94DYKq/PGrK/P18fFb11MUWIRT535FMojrPpVWioAAQAASURBVKgH8bym1m2b2b1mJa1bNiLEYiRlZlOxYDHtk2dxV7eL/yvMZOtnPSyv7eWsSen86dIqkIX4ywtLeU2yo5dp+MHQEBcmlCC/9p0RNV1f3+s0NP4SuVxDRfkfsVqPPZxbFCXWtjh4cWMXH9T1ExUkpuYmcvmMXM7MTsT/ShNCr59oXgKOTCPuofCIBS7gGR00qNYph0kk7SgyKcGqw5isPabRy+MFSZLoa3ZR92kfLVsHiEVFLFlGKuZnUDoz/ahH7CVBJNLlJdQ4RLjJRaTbC9Kwla04Ma5EKkk84kbzwdDqauWhmof4sONDzBozN066kcvLLkenPPr1x5whnC/WE+n0osowYD6nAG3x8c/0+G9AINBGZ9eT9PW9hiiGMWpnEuotp2ODDXtnPAcmISWNwqnTKZgynZyJleMOcpZiIo6ndxFudWO9tgLthMPbiMOBwOjS9COkUD/ugQFEYe8IqUwuJ8GaMqIS2jdw2pyWjtZgxOMIsvm9DhoOYls7HEJRge+/VMN7O/u5ZWEhPzmz7IRfHwQhuA+htD/BtFfFtG9WkySNbdwDyGRK1GorRkMpRmPZyEOvLzih9rjeJhfL/1aDyaLjgu9PQZ9wclvxJEliTc8a/rLlLzS7mqlOqOAu3bnktnoJbt5MYFsN0nBIsLqgIE4gzYirkVSZY9UbR70fooj3P//B/tcHiXR0oKuuJuXu76OfPmMUoYQgIYkixCQkURpFPh2IhGJ4GUkQh1+TkGIinw54eKipnzpviHydmttzrZyWaEQuss+2hqcHWMfItkRpeF/2Wf/wcpzoruEoUksG8jh5FX/t8CTXnvcFV5hwuwcUMpIvm4D+COyDAEPRGPc0dPGO3c0pSSYeLM8lVXPg+7QnFOWqx9fT2WfHLAuQbxBYkq8l5I2TRbHY3uucyWQiJSWFlJQUwuEwNTU1FBUV8a1vfSueUyqKUPcG/Od/wBcPgCdtEix9ELLjfYt1LYP875s7aRrwMT0viUS9itWNdqKCxKyCZK6cnYdbuZI/bv49dw+5ud5UDle9Oip/dQ8ivT4Gn9+N4A6TuLQIw6z0IyKm2wJhzt3ahF4h552pJWOOUSgUYtmyZTQ0NDC5rIy5Pb24n34amVqN9bvfIfnKK5Gpxh5XUYzhdm8dIYqCwXYAjMYKUqynYrUuwWSadEIJ2COBJElEurwEtg4Q3G5HDMSQG5ToKlPQT0lFnTOa8BcDAYI79lragjU1CENDAMgNBrSVk1FVTsFpraTLk0BnvYdYVESfoKZoairF01LJKDKPe5BNkiTC4fABySSv18vll1/+5SeN9q2e9nkhuGMHjn88gm/FCuQGA0lXXknyddeiTP78cla+xheEPUHX//kJePvjGTuLf3ZAhj4ccdDSch99fa+iVlsoKvwhGRkXHfQCZrO9Q93uH6JWp1Jd9QQGQzEej4c1a9awZcsWZDIZM2bMYP78+RjH4Qk/WSAIYerqnsL+6PNkfDSILS+TT2bORVQoRi6QcrmcmTNnMmvWLGSyTrp7nsVmewdJipCcNJ/snGuwWk4ZK9V3tsKaP0PtCyCTQ/WVMP/7kDSWeDkSeGMC39vdyXsONxekJnJ/WQ6GoygxK8VE3P9px7umm1BimNAkAZutld6mehwd7UiSSHrxJJwDU6hcUs2iK8aGoAuiwE0f3ETdYB2vnvcqOaaxSraDbl+S6G3Yze5PV9Kw7lNCPi96cyJlcxdSsXAJqQVFhEWJBRvr0QYF9NuHaLJ5uecbE7htYSHvtb/Hn9b9FmfUyylBE/9PriBpqAtuXwvm7FHbCgTa2LHze/h8deTkXE9x0Q+Ry4+PAm7QF+b1rT28sLGTEkeEH6BFrpATOz2HslPG/tbRsIDHsTc/ad+pdzCEKOy9d8kVMkyW0WRSWn4CaYXmz4VM8rvDNKzvp25tL+6BIGqtgpKZ6VTMyxhTveJ4QAxECbW4CDe5CDUOIbjCACgs2hECSVOUeMShxT2+Hv5R8w+Wty5Hq9ByzcRruKbiGkzqo1ea7AtJkghud+B+rw3BFUZbnoz57IITZn36qsHt3kpH5xPY7R8gk6nISL+A3NybMBiKRpbxOOwjNrbOnbXEwmGUag25kyopmBKvyJaQcuBBMUmUcL7UQLDWTtKlpRimxUe3RUHAO+gYLkvfP0IQuQf6cQ3YCHk9o9ajNRjH2seG500W67irwbntgVHk0aQFWUz5Ru4hySN3MMotz25mQ5uTn59Tzk0LTs4cLUmSEAT/aOVSZK9NLhTqw+dvwO9vHiGXZDIVBkMRRkMZRuOEETJJrT7yilL7o6/FzfIHazAmabjg7qknPWG0LwRR4O3Wt3mo5iH6/f3Mz5rP96d9nxJjAaFdu4ars20msHUrond44CczE/2M6eiGLW3q/CNX5kmShH/NGgYeeIBw3W40JSWkfP8ujIsXnxCl2MY2J/e938DGdidZiTruOq2EC6dkHdSKdCyQxL0klxTbQz7tSy7tS3gNE2PDJFQsHMZjG4g/7HZ8gw4CQy5kkgyFIhWVegIKRZSk1BCmRDN6YwIarR5ERhFde4m0fQmvfbY1PC/6oiMklzLDgPmM/Lj6Y5zKQkmSeK53kP9t7sGoUPC38lwWJhoYGhoaUQwNDAxgt9txOByjlEMBSU1GehrlBVmkpqaOZA7tPxi8adMm3nnnHSZOnMjFF12EvHUlfPSruMMhIRuESLzwTu5cOPUXkDcXTyjKK5u6+MeqFhz++CDa1NxEfnvBJCoyzSP7/oPVP2BFx8c83WejOnVKnDhS77WRBbYNMPR6EzKdEsuV5Wjyjq6S8TZPgIu2NVOs1/D6lGJMw1lQNpuNl156CZfLxZlVVVifeZZwXR3m888j9Z57UKakjFpPLOZl0LkGh/1jHIOriMVcyGQqkpJmY7WeSor1VLTa40fqnihIMZFQ4xCBmgGCdYMQk1BatOinpKKfknrAQTxJkoh2duLdUkPbxm46+pUMqHIRFRpUEQ8Z4RbyMgSyZuRj2KNGOkgg9tHgK2FP+zxJo8CWLTj+8Qj+Tz9FbjaTfPXVJF991XH1P3+NkxiuTnjnnnjQdXolLH0AsqaNWUwUI3R1P0Nb20OIYpicnGspyP/Oge1W+8HtrqF2+y2EwxDw386OHT2IosjUqVNZuHAhCQknpvT8iYAkSTgcH9LU/HuCwQ4slkWkba3C9YdH0M6cSfSeH9DtcNDa2kpPT89ImNuegO3s7AQMhm14vMuJRGzotLlkZ19FRsalY0tgDnXA2gdg2/MgiVB5OSy4GyxFY3fsMGjwh7hhRxvtoTC/LMrk5uyja1RH7QGcL9QT7fVjmJ1B4jkFo+S8kWAAt93BR0/3Eg4IfOuXsw5YYebJnU/yly1/4TfzfsMFxReMa9vO3h52f7qS3WtW4h6woVRrKJ4xm4qFS8ibXD0qrPuhDhv3bmgjcZcbtULGg5dPITPFzb0b72VT/yYqIjFutwtMKz4dU93zcNm/DqqqE8UwTc1/oLv7GUymiUya+Ncjrrh0MIihWDzsutZOt1HBD4MeugSBiZkJXD4jh/OnZI3IvQ+5HlHC5wwdgFQK4bYHiQTjI346k4r8SisFVSnklCWhVB+/bBFREOnc5aRubS/tOwaRRImMYjMV8zIpmpqKSvP55JhIkkTMEYwTSE1DcStbRAQ5qHMT0JYkoSlJjFvZDkKgOYIOHtv+GK80voIcOZeXXc6Nk28kWXtiBlGkqIh3bQ/elV1IURHj7AxMp+YecajpfwMkScTh+JiOzsdxu7egVJrJzvoW2dnXotGkHPKzsUiE7rodtA6TSG5bfETbkp1L4dQZFE6ZQUZpGQqlkqDPy9CbTYg7/HhyvfSoWnEPxEvVexwDI1ZdiFdZSrCmDhNDaaPVQqnp4wrJPRKMlzzqd4e47qmNtNh93HdpFedXf/njBUQxSiDQis/XgM9Xj89fj8/XMBwEG4dKlbyXRBomlAyGknHbOPrb3Lz11xr0CWou/MHUcSu6TjaEYiFeqH+Bx3c8ji/iY2nRUr5T/R0yjHG7tSQIhBsb4wTS5vhDcMazDBVW695MpBnT0ZSUHLKzFti6Dfuf/0xg82ZUWVmk3Pk9Es45Z4zd5Hhge7eL+z5o5JNGOymmeEGLy2bkoDlEgPPJBiEWxdHVyUBbC221vXQ1ZiAJYSLe15FEB0q1hpS8fFILikcCt605ueOyowr+KKG6QTwrOhGG4gMoMrUc7YRkdBMtaCckHzQLUBAEnE4ndrudLTYHf45p6FNqqO5uZkbrLhTDbVqz2TxCCukTknjg037qXJCRZKLF7uc7i4v5/umlKA4xSLV27Vo+/PBDqo0OzvM9hzwxD079X5h4EYgx2PpMPPfTZ6PBOIufui9gSzSPqmwz50zOYHPHEB/U2Si0Gvj1+ZOYXxJXVXkjXr65/JtEwx5ebaknMWcOfOtlJIUW9ztt+D7rRV2QgOVb5cdczODjQQ/X7GhlXqKR5ysLadi1i7feeguNRsOFKanEHnwQlEoy7/0dplNPHflcMNiDY/BjHPaPGXJtQJKiKJWJWK2LsVpPxZI8f1z9q5MVYihGcEc8/yjc5gYJ1Lkm9FNS0VWmoDCoiEUEOnbFrWft2x3EIiI6k4qCSUnkJHhI6N9BuHZYjeRyASA3GtFVVu4N2a6sPCa+4mvSaByQJInA+vU4Hv4HgU2bUCQnk3z9dSRdcQWKL5Ha42scA4QYbPgHrLw3/nzxz2DWbQcMunY4VtLY9FuCwXYslsWUlvzsiDrNwWCQTz55n40btyAIMkpKEjn77OtJOgHlVU8kvN7dNDX9liHXevT6YkpLforFsggA95tv0vvTn6GbNImcxx5FYTYTDod58803qaurQ6fToVQq8e4Z1VPJKS72YrFuRyZrRi7XkpFxEdlZV2M0lo7esLsHPnsQtjwdH32ZfCksuAdS9lvuIHhrwMVd9Z3o5XIem5jP3KQj/49LkkRgkw3X8sOXft/8bhsb3mrj7NsnU1A1thO3e3A333r3WyzOWcz9i+4/dKUpt4v6z9aw+9OV9Dc3IpPJyZ1cRcWCxRTPmI1aN1aRYQtFmPOvDYhNHioyEvjLFWW83fksz9c9j16l5/agiks7t9Ocfx0T2/8ZD3g/+0+HPQZ2+4fU7f4JkhSlbMJvSE8//7CfORTCHR6cL9YjuMMknJaH6ZQcPOEYb9b08MLGLnb3edCq5JwzOZPLZ+YwPS/pqIg+SZII+aJ01w/RVmunfecg0ZCAUi0nt8JCQbWV/EnWo87qcNsD7F7bR/26PvzuCDqTirI5GZTPzfjCq35CfPQr0ukhNEwiRXt8cSubVhlXIJXE7WzKJC3usJsndz7Jv3f/m6gY5cKSC7m18lbSDScuX2xfCL4Ing878G/sR6ZRknBqDsY5meMeIf4qQxDC9Pcvo7PrnwQCrWi1WeTm3EBGxqUolUd+nkmSxFBfD61bN9G2bRPdu3chCgJqnR65XE6eooJqy2Ia3ZvZ5vwYnSlhrH1seN6YbBlXhcnjjUORR80DPq59ciOuQIRHrp7GgpJDE2pfdkSjQ3uJJF8DPn8DPl8DohgaXkKOXp8/TCTtVSVptVmjrqsDHR7efKAGrUHJhT+YijHp888LOd5wh938c8c/+dfufwFwZfmV3Dj5RsyasVmGkba2vSTSpk3E+uNknNxsRj916giJpC0vR6ZSEWpowP6XB/CtWoXCasV6+20kXXopshNQwKTR5uX+Dxp4f5eNRL2K2xcVcc2cfHTHcfDji8Jgj4/lD9YQCcWYOF8kGtwTuN1KJBgAQK5QYs3JG1W5LSUvH5Xm4Oeob3M/rmXNIAOZSoEUjIFchrLARDBXjjcpxqB/b/bQ4ODgSH4ngDHZwrrCiaw1JFOigD/mJDE1M31M5uigL8wVj6+nyxlkdmEyKxvsnDIhhb9eNgXzgSoNOpphxa9ZWTfAamYzM8/AWVd9D5kqvt5AJMby2l5eWd/I1P5X+bZyOYkyH+78szCf/StILQNgVcMAv3xrFx2DAc6tzOAX51aQlqBl1+Aurn73auYY8/nb9pXIcuZjD/+CSEcY47xMzGcXxK1+xwEv9g1yd10HV/U3o2+qIy89nVM7OvEvW4auupqsP9+PMiMdr3cndsdHOBwf4/PVA6DXFw7nE52GOWEK8qOIaTjZEXOFCdYO4N86QLjfz4AA/RolvZ4IsaiI1qiiaEoKxdNSySxJRL7f7yJJEtGOjuGA7Xg+UripKW5pBNRFRSMB2/rqatRFReNWI31NGh0CkiThW72awX88QrC2FmVqKpYbbyDxm99EfhLmyHyNE4TuLfD2ndC/A0rPgrP/CIm5Yxbz+1tpav4tg4Or0esLKSn5GVbLKePeTDgcZsOGDXz22WeEQiEqKkpJz1hJNLqC3NybKS760Unjyz0UwmE7ra1/prfvFVSqRAoK7iQr84oxF3fPhx/Se/cPUBcWkvvPJ0aCJncNjzzIZDJOP/10tFrtqIBtnc5BZlY9qantyOUCSsUkMrOuorDgAhT7Bux6bXHyaPOTEA3CxAtg4Q8hbeIB9zsmSvyutZd/dNmZlqDniUn5ZGiOvCF3JKXfu+qcvP1wLYVVKXzj5klj3g/Gglz+9uX4Ij5eO+81ErWJY5aJhkO0bN7A7k9X0VazBUkUSckvpGL+KZTNW4Qx+eDVpjyhKGc+uZ7eTg9LJqVxwawB/rrtfgaCA1xccjF3kELKBz9lneYUZst3IEvIhJs+AtX4OgahUC87d30ft3szGekXU1r6yyPusEqChHdlJ56PO1EkaUm+fAKa3NEqM0mS2NHj5oWNXbxV04M/IlCcauTyGTlcOCULi/HoR76FqEhP4xBttQ7aau343RFkchkZRWYKq1MoqLKSYD30/SAWEWjZZmf3Z730NLiQySB3koWKeZnkTbagOAH2gOMFwR8l3DysQmoaQnDHZe4+U5g16s1s0G0nY2IBN0+7ldyEsdfFzwNRmx/XO22EG4dQWLQknlWAdqLlSxV8frwQjQ7R3f0vurqfJRodxGSaSG7uzaSmnHVcG9jhQIDOHTW0b9+K2ZdMpi2HWJYM3bkZJKZloNGfvJbB/cmjlGoL93X2EVXJePr6mUzK+u9UjkuSQDDYuQ+ZFCeUgqHOkWUUCuOIKinmncS6f6Wg0au48AfTMR2iitKXEX2+Ph6qeYjlLcsxqU3cPPlmrii/As1BCpVIkkS0p5fA5k0ENm8muGkzkY54RphMp0OZlku0oxG50YjlpptIvvoq5Cfgf9Ix6OeBj5p4o6YHg1rJTQsKuHF+AaZxqHC/TPA6Qyz/Wy1ue4DTrqugZHoakijiGuhnoK2VgbZmbMPV2/ZYYGUyOclZ2aOIpLSCopEBtWg0iq2pm/a3tuPwDeG1CDjDHlwhD9I+QU2JWhMpaamk5WSMZA9ZrdaRKlPv2l3cXd9FVJL4fWk2l6aPVd3avWEuf2wdfe4QV83O46m1bWQm6nj06mmUpQ+3cbz9sPoPsOUZUGqR5nyHD0KTWbdxC/Pnzydv8iz+taGT17Z24w3FKE0zcuWsPC6cmEDCtsfgs4cg4oPKy+CUn0ByAaGowCOrW3h4VQtqhZy7Tivhurn5vNL0EvduuJc7zQu4sebfhKVqxPOeQz9t/HEI4/rdvF7++vy/idn6MCWncsFH/yHS2ITl5ptJ+d53sQ+toLHpN4TDfYCcRPM0rCmnYrWcisFwctqFjydiUYGuOifNWwZoq7ETjYio5ZChlJGlV5IzNRXjtDQ0BePPKhJ8fkI7thOsqSFQU0OophZhuOq13GTaq0aqrkZXVYniII6Wr0mjA0ASRbwffYTjkUcI1+1GlZmJ5ZabMV94IfIvsELV1/icEfLAit/CxsfilbnO+iOUL4X9OiKxmJe2tr/R1f0McrmWwoLvkZ199bgDJ6PRKJs3b2bNmjUEAgFKS0tZsmQJ6enpiGKMxqZf09PzL1JSzmBixf0oFCdnY1wQwnR1PUV7x8NxS172teTn34FKdfAGuG/tWrq/811UaWnkPvnPkXBJp9PJq6++Sm9vL7NmzeL0009HqVSOCtju7q4nHPkYq3UnWm2AcNhIODSHpKSl5OVVkJmZGR/d8Ttg3d9h4+MQ8ULZuXHyKLN6ZD/skSi37epgrcvHdVlWfl2cifoofMDhNjfOFxsQvBESzsjDtDD7gBf1SCjGutdbWPtpF/3JSuadXUB2qgGrUUOKSUOiToVcLuPeDffyQv0LPHr6o8zNnDvyeVEU6K7bSd0nK2nauJZIMIjRYqV8/ilUzD8Fa27+Yfe1yeblumc20z0UoHI6pBmXsaF/A+XJ5fx89s+pVBiJPTSHTtFKemoa+qHdcMvqcSu29u5rjPb2h2hrfwi9voBJEx/EZCof12djQyGcLzYQ6fCgn5JK4vlFh83Z8YdjvLO9jxc2dbKt04VKIeOMielcMSOXuUWWY8ookkSJgU4vbbV22modOHv9AFiyjBRUWSmsTsGaYxwhK+xdXnav7aNxYz/hQIwEq5byuZmUzcnAmPTlu5eEYiHe2fgGDVtqKHPlUR0sQy0qQS5DnWcazkNKQpVl/EKqm4UanLjebSNmC6DOTyDx3ELU2V9eyfqRIBjsorPrSXp7X0EUg1gsi8jNuYmkpDnHnTyTJAkpIiKGYkQ6PThfaECTn4D1hklfKpWXayDA2y/UM7R7CFEmo2ROOovOL/rS2qtOFGIxH35/I949qiRfPY5uN+0f345MGSF38Z9IsOhH5SQZDRPQ6/PGZhB+CdHgbOCBrQ/wac+npBvS+U71dzi38FwU8kN/NzEs4PukHvd7awjvrkVwtaO0TsB09uUkXTgZ1XFWlva5gzz4cTOvbO5CqZBx7Zx8bltURJLhy5MvdaQI+aO8+4/t9DW7mXdJMdWnjR24kCQJ76CDgWECaaC9hYG2FnzOQQStATHRgiErF0Glwe3xjMQkyJCRIOqwGJPIrMrHYkwiwaVC1yEgdvlBAkWiBl2FBW1FcrwTv88AUE8owh11Hax3+7kkLYnfl2Zj3M8SOOAJcdlj67F7w/z8nHL+/GEj3lCMP51fzLnuF2D9w3HF/LTrYdGPwJhKKBrj8X+9ymB7PVuiWTSQzVmT07lyVh4z8vdTWAec8Olf4v0YMQZTr4m3fxMy6Rj088u3drGqwU5Zuolfn1fB89v+l9XetTzkWMx839PIik+NxxGMc6DwcOjs7OTll18mHA6TJsqZ+spLKPQ6iv70R9Szymlo/H8MDLyL0VhBbs4NWK2noFJ9uVwWRwMhKtK1e5goqrUTCQlo9EoK91EUxTo8BLbZCe50IIUFFGY1uupUDFNSj/haEldJto8K2A43NcUze2Uy1EWFI0okXXU16sJCZHL516TRvpAEAc+77+F49BEizS2o8nKx3nIr5vOWHjC1/Wt8RSFJsHs5vPejOMs/8xZY8vMxQdeSJNDX9xrNLfcRjTrJzLiUwqIfoFGPr/pCLBZj27ZtfPLJJ3i9XgoLC1myZAnZ2aPDhSVJoqv7aZqafofJNJGqysfQaNKO29c9VkiSxID9PZqb/0Ao1I3VeholxT8ZtyUvsHUrXbfehtxoJPfJf6IpiH8uFovx4YcfsmHDBjIyMrj00ktJ3i9oPp6ZZKO1dRluzzIUihYEQcHAQAF9veUkJJSTk5MTf1hNmHf/C9mGRyHshpJvwKIfsdVUzk272nFGY/yhNIfLMo48h0USJDwrOvGu6ESRrMVyedlBy0z3NDp5/OkdfBoO0KISD1hkRCmXYdKBO9ZNdmICM7PLsRo16GJ+gh0NuOu3IXf1Y1ZB5cwZTFx4Ctnlk8YtMX1vRx/3vFJLRB5GWbYWbfRDdEodd065k0tKL0EBRB49FdFWR2fKYkrt/4HzH4YpVx7xsdkD59A66nb9gGhsiOLin5KdddWhrXa1AwwtawYJki4oRj/lyCtSNvR7eXFTJ69v7cEdjJKTrOOy6TlcOj2HtIRjbwS5BgIjCqT+lngpXUOiBnOKFr87gnsgiEIpp3BKChXzMsgqTfpSloqPiTHebH6Tf9T+A1vAxqyMWXx3ynepTJpMuMNDuGmIUJMrbmUD5HrlSFU2TUkSysTPrxMuCRL+zf14PuhA9EfRT0kl4cx8lF9RIsDj2U5H5+MMDPwHmUxBetpScnNvwmgcG6i/B5IoIUUExGAMMRhDCgmIofi8GIohBWOIw69Jw6/t/5y9jgxUGQZSbq084uD0Lxovb+rif5btYHqyiWsSk+jYao/b1hZmMeWMQwdm/zdjsNfHm3/ehkwhsfiGGGjqRwilQKCVPSeHXK7FYCgZJpLihJLJWPal7QRu7NvIX7b8hZ2DOylJKuGuqXexIGvBqPuYJElEOjz4N9sIbrcjRUSUKToM09PQTbIS2OHAu6oLKSzEr02n56E8RkufwxfmH6taeG59B5IkccXMXL6zuJjU43CP+zIgFhX46Mk6WrbZqToth3kXFR/2PtvV1cXHH31Ee0cHMkAWDiKPhEhLS2fSrLkUlpWRnJxMeLMd19utKExqLFeVjwxCCN4IoXonwbpBQk0uiInItEp0ZUloKyxoJyQh1ygRJIkH2m3c395Prk7NIxX5VCeMHvjtcwe57NH1DAUiPHTZJB5cvp4tTi23Kpbzw+ooyiU/BUsRnYMB/r2xk1c2dzHoD3OmoZN0YYAFi0/j1EXzD32QPH2w5r64YkmugBk3wfzvI+ktvL/Lxq+X76LXHeIMeYzW0gdBL+PV/EtJfPdH8bbyZc+B8uivh5IksWHDBj744AMsBgNndnYRef99OidW8oMrb+UPk2yYbPcTi/kpLPguubk3I5d/tfvdQmxfoshBJBhDo1dSUB0nirLLkg6oQhcjAqHdTgLbBgg1DoEooUo3xAO0q1MO6mw47P74fIS2b99ra6vdjrhHjZSQgK6qirwnHv+aNJKiUdxvLWfwsceIdHSgKSnGcuttJJx15gkJpfsaJzFcXfDuD6HxPUifDOf+daR85ajFXJtpbPo1Xu8uzOZplJb8goSEyePahCAI7Nixg1WrVuFyucjJyWHJkiUUFByaZLE7PmbXrrtQKhOoqnxi3GqNEwmPZzuNTb/D7d6M0VhGSfHPSE6ee/gP7odQXR2dN90MMhm5T/4T7YS9HZ7du3fz5ptvIkkS5513HhMnHtheBuD11dPe/iR2+9tIUphwKI+OjiJstgxAHg/YzkonR+ggu/N1Pk4u539L7iRNJefJ6jImm45cxRVzhnC+NKyGmTqshtGM7TwNecP85dla3m534FRIJGpVXDUnj4unZSOIEg5fGLs3jMMXpsvl5uVd7yGXEslST2BgKIArLCEcwJ6oUsiwGOIKJatRPaJWGj1Vk2LUYtAouP/DRv6xqpms3GaGTMtQiE4uLL6Qu6bdNRJcLK6+D/nK3/CZaj5zYp8hm3QxXPT4GJXdkSISGaRu948YHFxFivV0yst/j0qVOGoZMRzD9WYLga0DqHNNJF9ehvIYbQ+hqMD7u/p5cWMX61oHkctgSVkql8/I5ZQJKcdcPUaSJNq329n6fie2Ng97bosKlZz8SRaKpqWSN9FywJDzkxmiJPJ++/v8vebvdHg6qLRW8t2p32V2xuwDLi/4InErW2OcRBK9cSubMlU3QiBpCs3IjzBTwx6J8lKfky2eAJUmHbMTjUwx6dEe4ncTQzG8q7rwftqDTCbDuCAL06Ic5J9TwPiJhBgTGOz7hJ62F/E5m1CJFlISziDZuBBF1DiW7AnGkEZIIQEpHDtsSWyZWo5cq0SmUyLXKpFrFXvndcPPh+e1pUlfKsJIkiT+vrKZ+z5oZEGJlUeumoZBo8Q1EGDLe+00bLB9TR4dBEP9fpb9eRsyGVx491QS00bfMwUhhD/QvDcradjmFo06R5bRqNNGq5KMZej1BeNWZ3+RkCSJ9zve58GtD9Ll7WJG+gzunnY35epS/FttBDbbiDmCyNQKdJVWDDPSUefuX0Y7imdVF77PekEC45xMTItzjjjI3x2M8vgnrTy5to1QVOCiqdnceWoJOcknpxr9REIUJT59uYkdq7opmZ7KqddWoFCNvT90dHSwevVqWltb0ev1zJ07lxkzZhD2uNn89jJ2rPiAWCRM8YzZzDjvEjJLy4h0eRn8124Eb4TEpYUYZmWM/j0jAuHGoTiBVO9EDMRAIUNTlIhuogVduYXNYoRv13Vgi0T5aWEmt+WkIN9nHd2DPi57eCW+QIhnlL/jVeO3eH5oIvOKLFw8LZs3a3r5pMmODDitPI0rZ+cxrzCZV199hfr6epYuXcq0aWP7KmMw1BG3u9W+ACo9zP42sfKb6X6pk8f7h3hJFkGf0I886yHmZs7lIfM05O98HyacDZc+A8oj/49GIhGWL1/Ojh07qDSbmfz+B8Q6OrDecQfKa8/j1W0/pjC2AZm+kpmT/4jRUHLE2/iyQIiJdNcP0bzFRlutg3AghlqnpLDaSvG0tDhRdARqXcEXIbg9HqAd6fKCDDRFieirU9FNshzTfVkSRSLt7QS37VUjFb29/L+XNBLDYdyvv87g408Q7e1FU1GO9bbbMJ122nEtUfc1vgQQYrDhkeGga+mgQdehUB/NLX/AZluORpNOcdGPSUtbOi75vyiK1NXVsXLlSgYHB8nIyGDJkiUUFxeP2z7g9dZRu/1mYjEPkyY+iNW6+Gi+7TEjFO6npeU++vuXoVJZKCq8m8zMS49Jih5ubaXzhhsRAwFyH3sUXXX1yHsul4tXXnmFnp4eZsyYwRlnnIHqEOq/aNRFb+/LdPc8TyjUg1KZily2hIGBUjo7nQx6vHxaUkV9Rh4lzi7u3v00Fclask+5DkP5aeMmRwK1Awy93gxA0oXF6KvHqmFa7T4eeb+RN3f2E0aiQKfh9jNLOW9qFlrV2OMlSRLf/eg7rO1dy419CwjXtIMkkV48gdw5S0ismIpXUuHwRUZIJoc3jN0XHiGeBn0RYuLYa7NMBqjsmDKXI+kakcRsvmG5jcmWSqx7CKZQG5aXL6BXSqVY50WtM8Ctn4xR2h0tJEmkq+tpmlv+iFptZdLEB0hMjN+DIl1eBl+sR3CGMC3JJWFJLjLF8VXmtDn8vLSpi1e3dOPwhUlL0HDptBwum5FzxI1tvztMw/p+6tb24h4IotYqKJmZTunMVEK+KG21Dtq3DxLyR5ErZWRPSKKgKp6DdDJ3RCVJ4pPuT3hw24M0DjVSnFjM96Z8j1NyThn3tUqSJGK2AKFhFVK41Q0xMd6YzktAUzpsZcswHHBUWJIk1rp8PNc7yLt2N1FJIlurojsULx+ulsmYmqBndqKR2YkGpicYxkj/IU7qut9vJ1hrR25SYT4jH/20tC9U8SXFxBFCZ4Tc2aPyGSZ59lf87HlNDIQgevj2iUyjGCZ3lMh0imHiJ07yyLT7vKdVIt/zvm74uVZx3EJPTzYIosSv3trFc+s7uKA6kz9eUoV6v0b61+TRgeGyBVj2561IElx495RxB/dLkkQk4tinelucUPL7m5Gk+P9ZJlNhMBQNh27vJZTU6tSTMpssKkR5tf4V/lHzD4ZiLhZ6pnLtwHnkZxVjmJ6ObrL1sAR1zBXG81EHgS02ZGoFpoXZGBdkHZZUD0RiPLW2nUdXt+AJxTinMoPvn1ZKcep/d2EeSZLY9kEn65a1kDUhkbNuq0QzPFDT3t7O6tWraWtrw2AwjJBF6v0CyAMeN9v+8zY1/1lOyO8jp2IyM8+/hOziybheaSTUMISuOoWkC0sO+PtKQlxpFqwbJFg3iOCMB8urckyEKxL5pSnKe14/pySZeLA8l1S1Epo/go9+RVefjcuE3xBUJvD3q2fx1Np2PtxtAyDZoOLq2flcPjOHDPPeDMVYLMaLL75Ic3MzF198MZMnj2/wGnsjrPwd1L2BiBEvl6K+5B66U8z84s2dbBl6B236m1xR/G1+qlLCu/fEox0ufRoU4yc3BwcHeemllxiw2ThbqSLhlVdQmM1k/OmPuHM7aGq6F1GK8Z7yKt4UzuTNaWWUG79amcGCINJTP0TzlgFaa+xxokirGFEU5ZQlH5DgPFJEHUEC2wYI1AwgDIZAKUdXkYx+ahraksSjv6eLAjjboH87sskX//eRRmIwiOvllxn855PEBgbQVVVh/fbtGBYuPClvTl/jBKNnKyy/E/q3Q+mZ8cpQ+wVdC0KIzs4naO94BBDIzb2F/Lxbx5UvJEkSDQ0NrFy5EpvNRkpKCkuWLKGsrOyozrdw2Ebt9pvxendTWvIzsrOv/dzOW0EI0tH5BB0djyJJArk515Off/txK3UZ6e6h84YbiDkc5Dz8dwyz9yoaYrEYH3/8MevWrSM9PZ1LL70Ui+XgIc8QtxA6HB/T1f0sQ0PrkMs1SNbL+a33XOpCcpbGfExv24Wtr489HItFGSQnL4+cilnk5ORgtVqR70cii+EYrrdaCWyxHVANI4oSKxsGeHptO2uaHcglmCRTc8c5pXxjQd4B91WIxejYsY2n1z/GMv16ZtQlMS84gfIFp1C+YDFJ6ZnjPo6iKOEORuNEkjfM1s4hHvu0nrDhA9SWNchQE3Cdid47B39QQjgAwaQmhlXmIiU1g5TkpAMqmKxGNSkmDUaN8ojPQY9nOzt33Uko1ENB3p1YOs7F82EXigQ1yZdNQFNwYsNoo4LIx7sHeHFTJ6sb7UgSLCixctmMHE6vSDtoOWJREOnc5aRubS/tOwaRRImMYjMV8zIpmpqKar+GpCiI9Le6aa110FZjx+OINyLTChIoqLJSUJVCUrr+pLn3bOrfxF+3/pVaey05phzuqL6DswrOQn6MIfxSVCTc7o4TSE1DRPvieVBygxJNcdJwHlIiLp2Cl/udPN87SEswjFmp4JvpSVyVaWWCQctQNMYmt591Lh/rXX62+wIIEihkMMkYVyHNMRuZmWggWbWX9A93eHC/00qk04sqw4D5nEK0xYlH/j0kCWIiYnCYzNlX1TP82r6qnhGVz/D7UiiGFBUPvREZowgcNDLC9OKPNRCVOVEa9JhTpmBOrUKh04wigeQ6JTKN4ktpgzzRCEUFvv9SDe/t7OeWhYX85MyyQ2acfU0e7YXbHmDZ/dsQBZELvj+V5Mxjz+MRxSiBQNswmbRXlRQO948so1IljareZjROwGAoQaH44jqW0X4//s02AtsG8AW9vJ6xktfNHxIlyqUTvsmtlbdi0R26bTJqfTY/7vc7CNUNIjepSDg1F8OM9DGdvFBU4N8bOnl4VTMOX4RTy1K5+4xSJmb+dwa3HwwNG/pZ8cxuEtN1VF2QzIYta+no6MBgMDBv3jymT58+hizaH5FQkB0fv8/mt5fhcw6Skl/IzKUXkxHOx/tRJ8oUHZYry1GlHfx/sGfgZA+BFO32IQFvTtDzpzwFJpnEg/3PsKThKUjKR1z8C16PzOBnb9QRjsXvEdU5ZjoGAwQiAr+/eDIXTskes51IJMK//vUvOjs7ueyyyygrKzvsMZJECe/qLoIfriBR/wKa2HowpMLCe5CmXssbOxz8asNPEHQ7WGj8Jf+X5sD88Q+h/Dy45MlxEUcNDQ28/vrrqGMxzunsRFrzKYb580n+f9+jaeBPOIfWkpg4i/Kye3HKM1m6tQlJgrenlZCtPflVh4eCKIj0NLho3mKjpcZO2B9DpVVQUBVXFOWWHx+i6ECQJIlIl5fA1gGC2+2IgRhygxJdZQr6Kamoc0wHb29G/GCri/eH+3eAbSfYdkE0XpFQ9v88/z2kkeDzMfTvF3A+/TSC04l+5kys374d/axZJ02D/Wt8jgh54kz7xsfiF8uz/xi/IO7nT7fb36ep+f8IhbpJSTmTkuL/Qacbe+HeH5Ik0drayooVK+jp6SE5OZlTTjmFSZMmjSEhjhSCEGDXrruxOz4kK+sqSkt+cUJLT0qSiM22nOaWPxIO95OachbFxT9Cpzv+1ZKiAwN03XgTkY4Osh54ANOS0WqqhoYG3njjDQRBYOnSpeMeWfH5Gnij5X1+5ZyCIMn5gf49Li2YQ0rKGQgC9Ha207VxOZ0t9XTFkggSb5RqtVqys7PJyckhNzeXFBLwvdpKzBnCtDiHhFNzRxp37kCUV7Z08ey6DjqdARKQMzko59IpWZx9WRlqnRJRlHDZAgx2+7B3exlos+NxDOB12BhU2lg2/XWyw7l8W/kTElNSUSjlKJQy5Ip9p/u9ppSjUOyZypErZSPTd+r7+c3a11CnLkdSDnFm/lLeFc+mxJzGsinFSBIMBSI4fBEGVvydwd2fsJUKdKIPe8Yp2HUFI6ompz/MAfglNEr5WEvcMKE0imQyaTCoFSPX21jMS8PWe1GtLEA/VI5mognLJZOQf842rh5XkFc2d/Hypi7c/kGmZnRQmZPB5IL5zCnOwqxT4bYH2L22j/p1ffjdEXQmFWVzMiifm3FEI+7OXv9IDtJAhxcAc6qOgqoUCquspBWajyms+2ixw76DB7c9yPq+9aTqU7mt6jYuKL4A1QnKFRC8EULNLsKNQ4SahhB9ccVBq1HOOosCZ56RGZPTOSczGd0hRsj8MYHNngDrXT7WuXxs8wYID5+kZQZtXIlkNjA70UiaWkmg1o77vTZEdwR1QQKGmRnIdcpDKn72z/1BOEy7RyEbreoZsXSNVv3Ihm1e+6t+ZMP/kVCol86up+jtfQlB8JOcNI/c3JtJTp7/dZvlCOEORrnl2c1saHPy83PKuWnB+KvwuAYCbHm3nYaN/53kkccRZNn9W4lFRC64ewqWrBOraIlGXaMruPkb8PkaEcXg8BJy9Pr8kcDtPYSSVpt1wv4XYihGoNaOf7ONaJcXFDJ05cnop6ejLUliMDLIP2r+wWtNr6FRaLhu0nVcW3EtetX41avhDg/u99qItHtQWrQknJGPbrKVmCTx2pZuHvy4iV53iDmFFu75xgSm5X05s6FONCRJYuOq7Xz80QoiKjcGvYEFCxcwderUw5JF+0OIRdm9ZhUb33qNod5uzGnpzJl3KUmNCUgRkaSLSw6oMD/gutxhgrsHCdZ0UecI89NKAy0mBdc6PMwSE3ikY4hGZ4AErZKYKKFVKXjltjmYdSru+NdWNrQ5uX5ePj89uxzVfvfEcDjMs88+S39/P9/61rcoKio66H6IoRjOlxsJ1Q3GVVMXlSDv3wwrfgPta8CcA4t+RG/hWVy0/HK84TDagXv4aZGLi+ruRDbponhcgeLA7TRRFFm1ahWffPIJJTI5Mz5ZjdBvI+XO7xE4U0Nr232AjOLin5CVeflIVejdviDnb2siTa3iraklJKm+PJZnGCaKGl1xRdE2OyF/FJVGQX6lleJpqeROTEZ5AHfBiYQUEwk1DhGoGSBYNwgxCaVFi746BX2piDLcPJogGmxhxLuuMcdjWtInxadpk5BlTfnqk0aC243zuedxPvccotuNYcECrLfdin48/s+v8dWDJEH92/Duj8DbBzNvHg66Hj1a4/XV09T4G4Zc6zEaJlBS+guSk+aMaxMdHR2sWLGCjo4OzGYzixYtoqqqCsVxzMiSJJHmlj/Q2fkEluSFTJr04HFT/OwLt3srjU2/w+OpwWSaSEnxz0lKmnnct7MvBJeLzptvIVRXR+bvf4956bn77ZObV199la6uLqZNm8aZZ555SLuaJEk81DnA/7X2UaxX8TvLNuQDTxAKdaHRpJOV9S2yMi9HrbZALIJU8y8GVz9Ol1eiSzeRLlUxdk9cISKTZFjkJvJKC8mfVEROTg59QRnPruvkjW09BKMCZSYdpTaBSp2WqafmolQpGOz24uj2MdjrRxhRGoiIgguZTIZMq2ZZ+aO41HaubPgZ+mACgiAhHYilGc8xROIDcy8tuW+gNDaS6M9gUdulZHjjjQmZQoZSuZdgylTV8g3VT9kePJXd/nOQ6/QoUkvjRNQwQSVTQADwIeKTRLySiFcQcAsinlgMd0zAHRFwRWN4IrEDxqZolXKSdSosejXJkoxER4hkSUKZvgltej2TCq+hKGsWaWYtRp3qhCsmBCGM270F59BnOJ2f4vXuZM9NMxjR09L4DcTeOahdSSCD3InJTJyfRd5kywFDCo8EvqFQnEDa7qCnYQhRkNCZVORXxhVIOWVJKI8w/+dI0TTUxEPbHmJF1wqSNEncOPlGLptwGVrliQ9RdUZjvNLv5F89DiRbkFOGRM72QLYtjEyQQClDk28ezkNKHKkQMjrEOTZK9RMNRLF5Qgx6wnj9ESLBKPqohCkqYY6BISYhP1yej0o+iuyR7ZPjMyrnRzec67MPKSTXKUApP6bOq9dbR2fnE9gG3gYgNfUc8nJvwmQ6eJ7b1zg4+t0hrntqIy12H/ddWsX51VlHtZ59ySOFQsbERVlMOf2rTR55nSGW3b+VSDDG+d+fQspBCjycaEiSQDDYOZpM8jUQDHWOLKNQGDEaS4fJpD3h2xOOul0kiRLhNjeBzTYCOxwQE1Gm6THMSI8HzhrHEhBt7jb+tu1vfNjxIRathdurbuei0ovGTb5LkkSoYShOHtn8rEpS8E8hRIcnRHVOIj/8xgTmFY+v2Mp/GyRJoqWlhdWrV9PV1YVBb0TtykQfyuCcb08h8yiUpSPrFkWaN69n45uv0t/cSFJiJotyL0PjVWOYnUHiuYWHrxzp6YPVv4etzyEok2nL+AG/0k/jozQ15W6BX+0IkmzWkTMzA3uajsuf34xSIeOlW+aQlaTj3nd389TadmYVJPP3K6diNY6+7gQCAZ555hkGBwe5+uqrycsbq2qP2vwMPrebmDOI+exCjPMy996rJAlaV8HHv4berZBcxK5Z13FVw9Ooo2XYmq5gZnKY3/h+yYSqOXDho/FQ7f324bXXXqOluZnFgQCp7/0HZUoKlnt/QKv6WdzuzSQnL6C87F602rHq+bVDXq6obaU6Qc+zkwtIPMmJI1GU6G2MW89attkJ+aIoNQoKJlviiqKJySe8DXdYCFFwNCJ21SLUbULqqUURakIh84wsIpnzkGVMhvTKvSSROWdMVMdXunpazOnE+dTTDP3734h+P8ZTT8V6263oxuv5/BpfPbi64lXRGt6FtMmwdGzQdTQ6REvrA/T0/BulMmE4r+eycSl5enp6WLlyJc3NzRiNRhYsWMC0adNQKk/cha+n5wUaGn+JXl9EVeUT6HRH1yDeH6FQL80tf8RmW45anUpx0T2kp184MipwoiH4/HTffjuBzZtJ/+UvSbr8stHvCwIrV67k008/JTU1lUsvvZSUlJQx6/HGBO7c3cm7DjfnpSbylwk5GJSKuHVtcBXdXc/iHPoUmUxNetq5ZGdfEw81F6Kw4xX45D6EQSe9/IzuqBVnWgS7KUhXbw8tYSO7Y6nYpASUMompZhkVQxJWtxa1RkU0LIzsh8agJCldhxi1Ye/cQsjTTmKanmlnn0PZvEU83vAUj25/lPsX3c8Z+WeMfE4UJURBRIxJCHumMRFRGD0VYnuX6fF4+HHtP3DpPkQpU3FF0jWcbliKKyzwaPsAFTotZyQljKxPFnEzveNbhCIyPvNdBzI9Ys5cBJQj2xMECfEQU3E/9YWIREAGAZmEXy7hH54GZBCUS6CMTx2SiAfgAH1slQQGSYZBkmGSyTEiwyhXkCCXk6BQkKBUYFYqMKuUaFV7VFb7qq72myplyBUyYoKDUKSDULiVULgVZGHkChG9IQeTuZQE0wS6G4K0bYsiRlSoDAOYC9YiZeygNZSNoJ5BYfZi5pcWkWc5PmWTw8EYnTsHaau107FzkEhIQKmWk1thoaDaSv4kK1rj8VP9dHm6eLj2Yd5pfQeDysC1E6/l6oqrMaiObxno/SFJEhvcfp7rHeRtu4uwKDE9Qc9VmRbOS01Cr5AjRgQi7Z7hQO0hYra4NBqlHARxHCHOihFCR6ZV4lfJGJCJdMtEWsQYDjl4laDQKskUILsvRGlYRvn0DBIWZH8hoc6SJOF0fkpn5+M4h9aiUBjIzLyM3JzrD9i4/hrjQ/OAj2uf3IgrEOGRq6exoGTsPeJIMUIebehHoZR/Zckj31CcMAr5Y5x/VzWpeccn1+54Ihbz4fc3jQ7e9tcTi3lHltFqs0dVcDMaytDr8w6awRhzhQhsGcC/xYbgDCHTKtBXp2KYnoYqyzguQrjWXsufN/+ZrQNbyU/I53tTv8dpuaeN67OSJPHBLhv3vVVHkydIEXJuz0hm6UXlaHJOvt/gi4YkSTQ3N7N69Wq6u7tJSEhg/vz5TJkyhaA7xvK/1eIdDHH6jRUUHUUV1v231V23g41vvkpHbQ3VKUsoNU5Dka4l5ZrJBy7aEXLD2r/CuoeRxBgN2ZfwS9fZbBhQYNQomTojg3UGCUGS+J+WGGe1BEEGQoaBZ+wuajQSf/32HHKS9Szb1s1PXttBskHNI1dNoyoncdSmfD4fTz31FF6vl2uvvZasrL39gcB2O0OvNiJTK7B8qxxN4UFsjZIU7yOt+C0M1PFCVin3qkMsSb2B1Zsm4g1GuFH+DndWyzBc/LcR4qi3t5eXX36ZkMPBOa1tKLduxbj4FIRvl9M2+AhyuYaSkp+RkX7xIf8Hbw24uHVXO1q5nEvSk7g+y0rFSZRzJIoSfU2uYaJogKA3ilIt30dRZEH1RRFFQVdcMdS/M64e6t8O9noQ4kVJUGggtRwxeSKRSB7+3lRCgxlIciPaCUnop6SiK09GdhBF1FeCNJo6qVrasn3byIh01DaA88knGXrpJaRwmISzzsRy662jKjJ9jf8yCDHY+Cis+B3xoOufwqzbR8krRTFGT++/aW19AEHwkZX1LQoL7hpT3elAsNlsrFy5kvr6enQ6HfPnzz9gyN6JgtO5lh0770Au11A5+VHM5uqjXlcs5qej81E6O58AIDf3ZvJyb0GpPLGdyQNBDIXoufMufKtXk/rDe7DceOOYZZqbm3n99deJRqOce+65VFVVjbzX6A9xw8422oJhflGYya05KQe8Wfn9zXR1P0d//+sIQgBzwhSys68hNfVMwrvdDL1chxSJYVY8ii/ZwTOm7/FKjw5HKIZZJlKOmyJFLyrlsO9XkmPUJJNqySA/P5c0q462TSuo/3QVsWiE/OppTDvrPPKqpiKTyagZqOHa/1zLuYXn8rv5vzvq4yVJEv/c9jYPbrsPSemkKmkJfznt56To4x2lW3a186HDzWezy8nQ7HNuvn4L4vZXaCKfUtqQXfMmFC464m2PEFnD5NW+8yOv9QcQV3aCJ4JYnky0wkokJjIUjGD3+ekNLcMe3okvXIgvsBh3WIM7EsUVFXBHY/iEA+fBaGTDxJJMhhH5CNmkF2ToBRGtIKKLgl5QoDwQQ7UfFEo5hVNSqJiXgSU3SM/Aalp7ViAGN6GS+xAlGZ2ebLoCkzGY5jK5YB5zijMw646d2BFiIj2NQ7TVxFVIflcYmVxGRpGZwup4kHaC9egaUTa/jce2P8brTa+jlCu5ovwKbph4A4naxGPe70PBFY3xSv8Qz/UO0hgIYVLIuSQ9maszLYdtEAruMKFmF9E+fzzgWbvX1rWvCmiP6udQ4emiJNHgD7He7We9y8d6lw9bJAZAYkRkqh/mZScxvyyVSSY9ihNsAxPFKLaBd+jsfAKfbzdqdSo52deSlXUFKtXXWSXHgi0dQ9z4zCaUchlPXz+TSVnH93i6bHsyj7565JHfFWbZn7cS9EQ4784ppBV8ecgKSZIIh/tGFEneYUIpEGgF4vcPuVyDwVC6NydJW4qyO5XI1hDhZhdIoClOxDA9Dd1Ey0E7UYfbj9Xdq3lgywO0uFuoTKnk9qrbmZc574DtEEmS+LTZwX0fNFLb5aLAauD7S4pZ5Af/yi7EQAxdpZWEM/JRHeX1/6sESZJoampi9erV9PT0YDabR8iifQdqQ74o7zxcS3+bhwXfLKVy8eHjJcYDW1sLm958Fd92GzOtZ6FQKtEvzSZlznD1r2gINj0RL3UfHKIm8TR+7FxKQySFiZkJXDU7j/OqMjFolPSEItxR18F6t58LTSZ+PqRAWeccyf7rlktkz8wgZWoaTXKRW5/fit0X5rcXTOKb03NG7Zfb7eapp54iHA5z3XXXkWpNxf1+G75PelDnmrBcWT6+suyiCLteR1r5W36g9LJCr+fB8rt4t3sGL27qIp1BflHSztnX/Yya7dt5++23yfJ6mbtuPZLLReL3rqG76lM8vh1YradRNuE3aDTjI+12egP8s8fBMtsQIVFittnAdVlWzklJRPUF2PdFUaK/xUXz5gGat9kJeiIoVXLyJseJorzJnzNRJEng6hgmhvYQRDvAvVd5id46bC/bR0FkKRljK4z0+UcCtEVPBJlGgW6yFf2UVDQF5lFq/68EaVSZUSa9f+ezaMv0BGuW43ntBSRRxHzuuVhuvQVN4fi961/jK4jebfGg675aKDkDzr4PkkbLNp3OtTQ2/Qa/v4mkpDmUlvwCo/HwJOPg4CCrVq1ix44daDQa5syZw+zZs9FqT7y1Y3/4/c3U1N5EJDJARcV9pKWefUSflySRvv7XaWm5n0hkgLS08ygu+uEXPsotRaP0/vjHeN59D8ttt5Jy551jGlwej4fXXnuNjo4OqqurOfvss/nAFeDO+k60cjmPTcxjXtLhJeqxmJfevlfp7n6WYLATpZCMuW0RhqHT+VSdzFs2B9slEUEGeVE5MwQ50yxmAu4oIV+U1FItBXP1OFz9dHV20tvXx55rpDwSxppoZtLU6ZRVVo4EbPujfi5+62IAXl36Kkb10eVFdHm6+O4Hv6TFvwl5LJ1fzPo5l0zaS/xscvtZurWJH+Sn8cOCjL0f3Pk6vHo9dRRTQTMs/GHcrnmcIYkSvk97cL/fjsKgIumyCWiLEg+47MDA++yu/wmSJFJe9jvS0vbaE6OCyKAvMlIpzj48dYyaBrF7gnjCB94Xg1oixajFatRh0WtI1qtI1qlI1qpI0qpI0qgoK0gkI2UsUSpJAh7PDpq7V2Czf4JKqEMuEwjF1DQMleAWp5BmXcTMkiqqc5JQHqOFTRIlBjq9tNXaaat14OyNNyItWUYKqqwUVqdgzTn86PdQaIgndz7JC/UvIIgCF5dezC2Vt5CqP7aR10PuuySx2RPg2V4HywdchESJKSY9V2dZOD81EcNxtOseyz52hCKsc/lY2+FkvctHtyZ+LI1yGTMSjcwZzkWqStCjOU6VVWMxLz29L9HV9RThcD8GQwm5OTeRnr4UufzLTzp80fh4t407/r2VtAQtz94w87gpAg+Erxp55HeHeePP2/C7wpx3ZzXpB1MkfMkgCGH8gb2qJL+vAa+njqgwNLKMMpKIXlVCQtokEqyTMBrLMOgLkcuPfgBQEAXeanmLv9f8HVvARpG5iGsmXsM5heegUcTPkc3tTv70fgMb2pxkmrXceVoJF0/NHrl/iKEY3k+68a3pQRIkDDPTSTg1F4Xpyx0YfDSQJInGxkZWr15Nb28vZrOZBQsWUF1dfVBVfzQi8METu2jf7mDqN/KYfUHhccu/Gurvpfb1t7E0W0hSp9Kv7yJ7+hBp9Q8j83SzTTWVn/supllRxHlVmVw5O4+qbPOY7QuSxF87bNzX1k+uTs0jFflMislpXddD49ouJotyFMiQm9TISxJ5rG+Q5/uGuGx2Hr84t2JUFUin08lTTz0VD643zkPXKYzfRrc/hCjeLU/xzZ0PEpUEXlXk0zLx5/zigz7qvDrKNE4qxC7OtHeSs+ZTVJkZcM9sOtWvoFSamFD6S1JTzzmq4+2Mxnixz8nTPQ46QxHS1EquyrRwdaaVdM2JyVvcA0mU6Gt1xxVFWwcIuCMoVHLyJ1kompZK/mTrmMInJwTRENh3jyaIbDshvMdeJgNrCaRNGk0QGdPGXQkahu24rS4C2+wEdzqQwgIKsxpddSqGKamo0g1fDdJoyoRJ0vILfwNYkUQBmWIQ8zmTMM4t/bqCyH8zwt64smjjo/Gg67P+ABXnj/oTBYNdNDXfi93+AVptDiUl/0OK9YzDXtxcLherV6+mpqYGpVLJrFmzmDt3Lnr9kZXsPt6IRAbZvuM23O6tFBXeQ17ebeO6UA8NbaSp+bd4vbtISKimtOTnmM1TPoc9Hh8kQaD/V7/C9cqrJF11FWk//R9k+3XeBEFg9erVrPpkDTsmTmOdNZupCXqemJhP5mEqMQiCyFBfYCR3yNc2RCob8eWs4BNBxccdC2n15KORSZySmsRlmW6m9D9Oa2cCGwNXotbIWHRlBcUzsoiEgtStXsHW997C2d+LJjUD68QpCHoDPb19BIPxMM89AdsNYgNbfVu5e97dzCiYgdFoPKKg9FAsxGO1T/DPnU8iCDKyZRfw/KV3YzXu7SSJksQ5W5roDUf4bHb53s66pw/p4dnYI2oSRReqnCnIrnv3oAGHRwvBE8H5SgPhJhfaiRaSLipBYTj0DT8Y7GHXrjtxe7aRmfFNSkv/96AVc+K5RJuHc4nWjuQSiZiR6RYgqWcSVUzEE0lm0B8ZIZsc+0w9odiY9aaYNExIM1GaZmJCupHSNBMlaSaMmr3HJxbzYh9cR1Pnx/g8n6GR9QLgCCbTOFSOpJlJYfYpLCgtOC4dV7c9QFutg9YaO/0tbiQJjEkaCqriCqTM0sRRWUu+iI9n657l2bpnCUQDLC1aym1Vt5FjyjnEVo5xH6MxXrEN8XzvIPX+EEaFnIvSkrgm08Ik0xd7jTwcJEGieWMPa2p62aKHmkwNLcp4O0crlzE1wcDsRANzzEammvVHTHyFwv10dz1Dd8+/EQQfiYmzyMu9GYtl0edm/f2q4+VNXfzPsh1UZCTw1PUzxmR/nCi4bAE2v9dO4z7k0dQz8tAnfHk69gFPhDf+sg2vM8TS71YdUw7MyQrBHyVYMxAPte7zE9N5YJIHId9BSNuBz9+A39+MJMUtHTKZEoO+aLTFzViGWp16RB3hqBDlP+3/4Zldz9Aw1ECyNpnFqVfT3FrOp00urEYN31lcxBWzcg9avVPwRvB83Il/Yz8yhQzj/CxMi74YS+3njT2ViFevXk1fXx+JiYksXLiQysrKcUVAiILIJy82smtNLxNmpbP46jIUR0qgHAK+AQedj35Igj8bW7CDBv8rrDaV05z1Da6cnc/FU7Mx6w9PdGxw+fh2XQe2SJSfFmZyW04KtV0ubn9iI6eqtXw72wKtHqSIQFQh41MhQrdFzQ3XVJOWtnfQsXdHO8++9m8UkowrT72UzIXFx/T9dtm2cfX71zEnFOVvvT2E80/jJ52zWTuUyfe3vMzUgUbUS2bj+GY/PrGRtLSllJb8Ip4VeowQJIkVgx6e7HGw0ulFKYOzUxK5IcvKLLPhuBGAkijR3+qmeesALVsG8LsjKJRy8iZZRhRF6hP5X/PZwbZjNEHkaARpOOpCZYgTQvsSRKnloD6+7SoxIhDa7SSwbYBQ4xCIEqoMA+l3Tfvyk0aTdDrp1dIJmC++Gk35GYTq/Yj+KIpEDYaZ6Rimp6FI+HKO+HyNo8Tut+HdH8aDrmfcCKf+76ig61jMT0fHP+js+iegoCD/2+Tk3IhCcejzxOv1smbNGrZs2QLA9OnTmT9/PibTFxMOeSAIQpjd9T/GZltORvrFlJX99qCjZMFgJ03Nf8Bu/w8aTQbFRT8iLW3pSVmZR5IkBv74J5xPPYX5ggvI+O1vkO3XUHBEYly7eTdbwgIT+zu4d0IuM6dUj/o+IV8Ux55Q6m4fjh4fzj4/Yix+LSvUKkjRwluyKMsVMYZiAlkJQU7J+og5GWtIS55Asukytr2Zi601SGFiPYtUvyemM7NNuZgdu22EA37Si0uZdvb5lMyah2J4PyVJYnBwkK6uLupa6mhobUAeGN1oUSgUmM1mEhMTD/jYl1T6pPsTfrvuXvoCPUTdVXyr+A5+duZsFPuR5a/bhvh2XQcPlOVweYZlzwGF5y9GaF2DQzKRoo4i//ZnkHh8yYRg3SBDrzUiRUTM5xZimJk+7vNLFKO0tf2V9o5H0OuLmDzpQYzGCUiSiNdXx5BzLU7nZ7jcmxDFMDKZEnPCFJKS55GcPJcEU9W4qwqGogKD/ggOb5gBb5iOQT/1/V4abfFHaJ8y6dlJujiZlG4aIZWKUg1olAqCwU66+1fR1rMSKbwZpSyAKMloc+fSHajEmDCXyoK5zClOO2YrW9AboX2Hg7ZaB111TmJREY1eSe5ECzmTzaxXfsyTjU/gCrs4Lfc07qi+g+KkY2s4HgySJLHVE+DZ3kHeGhgiKEpUmXRck2nlgtREDAfpBJ2sEEMxvKu68H7ag0sto35uKtuztaz3BdjpDSICShlUmfQjFdpmmg2YDxLc6fM10Nn5BP225UiSQGrqmeTl3kxCQuXn+8W+wpAkib+vbOa+DxpZUGLlkaumYdB8/p3p/cmjSYuymHKCyKOQINIWDNMcCNMSCNEciM/3hSPjXods2K4rSRIhXxRRlNAaVGM61ONtFoy39XAiWhkH3UcpXklICgtIURGZBChlyDXxaoVjPyghiTEkKYooRoanUSRpb06hTCZHJlMhl6tQyFXIZGrkctVBv5lMBhkaFUU6DUFnL2vXt+AaSESmCDK1dJDfnH0aFSkHr3q1L2KOIO4P2gludyDXKzEtzsU4J+PIVSRfAoiiSH19PatXr8Zms5GUlDRCFh1pcRlJktjyXjsb3mojpzyJM2+dfFxIgGj7Bjxv/xSLYzOt4YuQidcQE8OsG3gDRZaemedfQvGM2WMGOw8GVzTGDxq6eMfu5pQkEw+W59LV7+Waf24k3azlhRtmYRoIEqobxFVrRxUSEJAQMo2kTE1Diop4PupgyBDiHTahM+i54YYbjrmv8kL9C9y74V5u01Zw4+5VCDaRzvWpxMLw8OQL2VRewrWTP+LyhdeQknL6YdcnSfFiL5IYH9yURAlJiv+D1AepotsaCPNMj4MX+524YwLlBi03ZFu5KC3pqNTLkihha/fErWdbB/C7wsiVMvImxomi/Err8SeKRCFeqWx/gsjXv3eZhKy99rI9JFFSARwntfN4IfgiBHc4CGwdIO07X4HqaVXZ2dKWbdtQDofgSjGRYN0g/o39cW+yHLRlFoyz0tGUJH2tPvoqw90dr4rW8E78T7b0r5C99/yWJAmb7S2am/9AOGIjPe18iop/hFaTfsjV+v1+1q5dy8aNGxFFkSlTprBw4ULM5pNTti1JEm1tD9LW/iCJibOonPzwqGymWMxLe/vDdHY9jUymID/vVnJzbzqokuNkgSRJOP7xDxwP/g3TGWeQed+fkA/nRm3zBLhpZxuOaIxf5VqRrf6I9vY2CrJKKUqeiqs/zGC3D9/QXs+SLkGNNduINduIxaqldVsfr/Q5WU0MEVhSlsq1c/OZX2xFFH309r5Oa9NTCLIuYqEEkkwXk5a8iO2vL6NpVwNIUJrkZeppp5G59G7QjLWatbpbebT2Ud5rew+tUsuVJVfyzbxv4vP4cLlcYx5+v3/U5xUKBbJEGVsSttBMM5pIMibHGXx77tl8Y0rRGKVSUBCZv2E3FpWS/0wvRb6ncbzxcXj3HlrJoZAuuOx5KF96/H6rqIDr3Tb86/pQZRhIvqIMVerRjYY4nWvZuesuYjEPRmMZwWA3sZgLAIOhlOTkeSQnzSMxceYxZW81D3h5aVMXr2/tQa9RsLQyk/OrsyhJNdI1FKBhmERqsPlo7PfSYvcRG65up5DLyLfomZA+rExKM1GSqidJ1UR770ps9tWoxHrkMolAVEvDUClucQrpKYuYXTqZquzEY7KyRSMCXXVOWmoHaKrpQwrKEWQxAql2ps0qZe68yhNil/HEBF7td/J87yB1/hCGYVXR1ZkWKk9yVdF4EHOGcL/fTrDWjtykxvyNPIRKK5u9gXgmktvPNk+AqCQhAyqMWmabjcxONDLLrEcZ2EJn5+MMDq5GLteRmXkJuTk3oNPlftFf7SsFQZT41Vu7eG59BxdUZ/LHS6pG2TW+CBwv8kiSJBzR2DAhFKLZHx6Z7wpF2DflLUujolivJUurQj4OWkYaTpUXYiIdOwcJB2LkVCRjTNTst9w493Xc3+n4ri++7NilpbBAbDBIbDCEFBGRKWXIk7UoLTrk+kN3BA+0j5IYIRrzEIt5iMbcxKIeojHPKDJJqTSiVCagUiagVJpRqhJQKPSIErQOBmiuHSDW4weFDCHPiJivQ84A8mgvhToVZ2VO4rSMMor12oOS0HsQ6fbifr+dcJMLRaKGhNPz0E9J/Ur0c0RRZPfu3XzyySfYbDaSk5NZuHAhkydPPuZKxLs/62Xl8w1Ysgyce0cVWqNqmMBgmLgYJjL2mR8hOPZ5bu+ox7v6YXLdW3BKJt5WfgPdpKWcmp6Mfk0PeCM0hBvZMbANoyWFklnzyCmfjEymiOdAHnD98X0QBZF3pDAPSz70yLhHNKAZjPDb2nZStWp+OTkPk1KBJIgEBvw4WoYolmSkDrf/gjIIWHQ41CK1HS1o1BqKiopRyBUj29izvUN+T3HPfsYV/S8k3Ue7tp6fvJ9HVW0LSrPA0A0RNlvKeHb71dgiiUyQlHxD1GIW5SPrEyXGrPdQsGQbKZ6WSvG0VBIP0Hb0CwLLbC6e6rGzyxciQSnn8nQL12VZKdQfuq0jScNE0Za4osg3FCeKciviRFFBpfWgpNURI+wD267RBJFtF8TirgPkSkgpH1XanvTJoE8+Pts/jvhK2NMOVj0NIOoI4t/YT2BLP6I/to/6KB3Fl0gy/DUOA1GAjY/F0/5FARb/D8z+Nij2juR7PNtpbPw1bs82TKbJlJb+gkTztEOsFEKhEOvWrWPdunVEIhEqKys55ZRTSE4++f7MB0J//5vU7f4JWm0m1VVPoNPl0tv7Mi2tfyYadZKRfhFFRfeg0aR90bt6RHA++yy2e/8Pw7x5ZP/tQZ6z+/h5ay/JyLnTriShLYCjx4tH1U7A2IFC0JGtmkpWdmacJMoxYs02oU9QE4wIvPZhM8+sbaNJFDCpFFw2K5er5+SNshO57QE+fmY3fc1D5M/sxJT7FhHZDhDB05lMcsL5TCmeinnHo/GypbpkmPsdmHEzaBNoc7fx6PY4WaRRaLii7Aqum3gdSdqkQ37XSCSC2+3G5XJhd9pZ1rOMj7wfgQTFzkmUewqQs7dztL9SqU5S8k5Q4MeTilmQk4nJZELubEF6ZAEDUhJpQi/C1OtRnPfAcft9In1+nC/WE7MFMM7Pwnxm/hGPgEajQziH1g+ridaOKq2s1WSRn/9trNYl4w5WPBiCEYF3dvTx4sZONncMoZTLOLU8lUBE4LOWQQRRYkKaifOqM1lamUmuZW/jJRITaR/07yWThqcdzsBIh0OtlFOSamRCmomiFBVpunbkkc/QRlegkQ8AYAtYaRoqB+0sirIXsqA0/4itbIIo8G7buzxc8zA93h4WKM9giXA+gWYlHnu8cZJWkEBBlZWCqhSS0vVHrSiUJIlt3gDP9Q7yhs1FUBSpNOq4OsvChalJGL9kqqLxINzhwf1OK5FOL6oMA+ZzCtEOW3eCgshWj5/1Lj/r3T42u/0EhxvEGVIPFfIW5lvSOCt/CfmmY6/e9TVGIxQV+P5LNby3s59bFhbykzPLkJ9EnebxkkcRUaQ9GIkTQ3sIokCYlkAYd2wvKaGTyyjSaynWayjSayjRaynSayjUa45qpD0ciPLmAzU4e/2c/e3J5FYcu53ki4QYEQjudBDYbCPc6gYZaEuT0E9PQ1duOa5qHFGU8EeiDLo7GBhqwe5qZ9DTg9NrwxPwEhK0BGNawoIJj5DN+u5C5DIZl87KYfH0bAaQaA6E2e3zsN09xKCghn2quqWolPHf2KClSKeh2BD/3XO06lEh/aGmIdz/aSfa40OZpsd8Zj7asuSTUjV+OIiiSF1dHatXr8Zut2OxWFi4cCGTJk06ZrJoX3TsHOQ/j+8ktk+V2+MJJVCtV5ClltMXFdkWEIgeRZd5IEHB63MM2BOVzKkPUljn4019hCRRxmU+DXpkewtBCSJaOeSo49tNksmQySAoSfRGo9hEkbBeh0ypQCaLf04uB5lcFn8u22deTvw6KosvIxKj3b8Vn7uBiVs/pKwrhntKOoGrulDINVQ0OjANCjwg3c5TsdlIyDg/LZmz0pJQK+TI5Ixsc995uZzhbezdbiwq0rFjkP5WNwApuSaKp6VSNDUVc8rowW1Jktjo9vNUj4O37S5iEixONnF9lpVTLQkj/xNJkhjo8I4QRV5nCLlCRm5FclxRVJWC5liIIkkCT+9w5tA+BJGzlRH6W5u4Tzj1MEGUMgGUXw431FeeNNoDKSYS3DWIf2Mf4RZ3XH1UbsE4KwNNceJXgpX/r0XvNlh+F/TVQPHpcM79o4Kuw2E7La330df3Gmq1haLCH5KRcdEh8yMikQgbNmxg7dq1hEIhKioqOOWUU0hNPXGhsScKLtdmtu+4DUmS0GrS8PkbMJunU1rysy+dNUKSJLzOEIPdPlyvvY7mlb/Snl3Cd7//Y9LcKi5c5yNJqcCSNaweyjYSUbr4aM27hEIhzjzzTKZNm4ZMJqPLGeC5de28tK4Td0ygSKHkuoWFXLy4AL16741DEiV2ftLDZ8taQAqSWdRDz+7V+IecpBQnU7RYRVS1GUHwYTJNIif7GlIjaSjWPADNH9JuSObRgkm8G+hEo9BwednlXDfxOpK1R0Y8ftrzKf+34f/o9HaSKp9Ja8OpnDGhlP+7oAIh5D+gSsnpchHcT6kkl8sxy/yYhUFMeEnSyrCccQ+JlhQSExPjpNJRyl8lScL/WS+u99qQa5Ukf3MC2tJDk2J7MJJL5FyLc2gtXu8uQEKhMJKUNJvk5HkkJc7BMbiS1tb70WjSmDTxr0edvbWzx82Lmzp5c1sv3nCMAquBy2bkcPHUbFJM8Ru4wxfm3R19vFXTy+aOeFhqdU4i51Vlcm5lBqkJBw68D0YEmgd8NNhGk0l97tDIMkaNkuIUFRlGJwmK3WRqN5Fr7MCgCtDizqcnMBmTeR5VBbOZU5x6UCubJEms6FrBQ9seotnVTFlyGd+d8l0WZC1AJpPFS7n3+mmrddBWa2egI16K2pyqo6AqhcIqK2mF5nF1sr0xgddt8QpoO31B9Ao5F6YmcnWmleqEL7+q6HCQJIngdgfu99oQXGG05cmYzy5AlRL/7rGYn76+V2jtfIb6sIYW1XzaNIuoDZnxDFf9y9aqRpRIsxMNFOk0X8qO3ckCdzDKzc9uZmObk5+fU85NC07ewid7yKOabTacSUo00yzEiky0x6K0BMJ0hMII+zSp91iZ9hAF8YeWTI1qr2L0GBEOxnjrrzU4ur2cdetk8idbj8t6P29IkkSky0tgs41ArT0e4mrRYpiehn5qGsr9VJbhmIA/LOALxfCGo/hCMXzhfR6hA897QzH8+74eiY1LNaVSiOiVYaakbuXcgv9gNQgkJ8/HallEsmXhiNrdGwnybNMHvNi2lt6IHJWuALNxIm4ScMX2asrUMhkFw+fEnnOkSKsmq90PH3YSGwyhzk/AfFYBmrwvR+U7URTZtWsXq1evxuFwYLVaR8iio22THA6DPT5aa+wjZMUIqTFMnsjle5/7IjG2tfaiav2IWcJWFLIYXUkzSZ5xMcmWlL2Eyz6flwGyeifShj4wqhgqg+3bVmJrbUSj0zJh3iIqFi5GbzLtt/29pI1MJiOMyO86bTxrc1Jp1HGD3sT/vlBLSaqRf980G02fH+e/64lFBf5VqufRnb1U5yTy8EWTMfcECNY5CTYMIhMgKhcwTkzFMCkF7YSkceVhDQwM8NJLL6HeuYv5W7Ygi4Z55HQB2wyJX1ZdQmnxj1D6XfCvS2BgNz2k8WvTL3jfnkxRioHfnD+JucVHfm3xOkO0bB2gecsAtrZ48HNqnoniaWkUTUshwTKaQLKFozzXO8hzvQ5skRg5GhXXKYyUd4Xp3ubAOxhCLpeRM0wUFVRZ0YwjZ2oMhCjYG/aGUvdvjxNEQefeZZIKxhJE5uwjCqc+2fBfQxrti6g9gH+Tba/6KGlYfTTta/XRlwphL6y8FzY8AoaU4aDrC0b+kKIYoav7GdraHkIUw+TkXEtB/ndQKg/u6Y1Go2zZsoU1a9bg9/spKSlhyZIlZGRkHPQzXwYEAh3Ubr8FUQxRXPwTUlPOPOk7KrGogLPXvzd7qNvHYI+PcCAeWOzWyelO3s1tL/6doYw8Mv/3L6RNzMGUrB3z3Xw+H8uWLaO5uQVNXiXNsixWNjiQAwtQclVZOouvmIhiv/wLz2CQlc/V07mrGa1uF37ndoRohLzKKUw7+3zyq6Yik8uJxfz09y+jq/s5AoFmVKpkjNazWN7Zwev9W9GIIpcHIlxX8k2S590NhvGP5Pb6evnjpj/ycefHZBvyCPafR0dPFvecMYHbFxUdsrP/g/pOXuuxs6w0A2PIH1csbX8PV+cu7Fjwo8fHaEWLXC4/ZKbSwUglwRdh6JVGQg1DaMuSSbqkBIXx4NfTPblETudahpxrcbk3D+cSqTCbp5CcNJfk5HmYTJVjconc7hp27rqTcLiPwsIfkJd787hChD2hKG/V9PLipk529nhQK+WcMzmDy2bkMKvg0KOy3UMBltf28VZtL7v7PMhlMKfIwnlVmZw5MWNcAZfuYJQmmzdOJvXHpw39XoYC0ZFlEjQx0g39ZBtayDb1kax14o2YCMkmk5G6iDmlFVRlJ6KQy1jXt46/bf0bOwd3kp+Qzx1T7uCMvDOQH+JY+IbCtG+301rroKdhCFGQ0JlU5FfGFUg5ZUko9ysdW+MJ8HzvIK8PDBEQRCYatVydaeXitCRMX0FV0eEgRUW8a3vwruxCiopo5mhwlaykd+BFYjE3ZvM08nJvxmo9FZlMjiBJ1PtDrHP54pY2lx9HNH4ds6qUzE40MHu4Slu5QXvcCIGvOvrdIa57aiMtdh/3XVrF+dVZX/QujSAqSnSE4iqhJn+IlmB42FYWYmgf1ZBSkMiU5ExKMTEhQRcnhoZVJSdasRcJxVj+YA0D7V7OvG0yBZUnN2EUV/XsJWy84RjeoRCD9YM4m4fweMME5DIiVi1hi5agWoZvmBjanxCKCOJhtyeTxcl9k0aJQaPEqFXGnw9PDcPvxV9XDU8V8fn9lttjlYzFvDidnzE4uIpB5yeEw/EME6NhAhbLIiyWRZjNU0Gm5NOeT3l217Ns6N+AXqnnrOLLmJ5zIR5ZAs3+MC3BEC2BMO3BMLF9umIpKiX5goyc3iC5rhglFiOVc7IozE4cpU46WSAIArt27eKTTz7B4XCQkpLCokWLqKioOGFk0XghSRLrWgd56bNm0hue5XbFGyTK/PTknEvq+b9BZR0fSR3u8OD8924Ef5TEpUV4ktxseus1mjetQ6nWMGnx6Uw/90LMqYdW/b9nd/H9+i6iksS1pgSef3U3pUYN97mVJKbosVxdgSpVz3929vGDl2vRqRX8/VtTmVVoQYwINK/YQfeaBvJJQy0oQCFDU5SIriIZXbkFxQEs7Dt37uStZcuYvGMHxdt3QF4CA9c4+DQ5lRcHfNw97W6un3T9ngMGr98KO14CYIV8Lr+UbqErqOa8qkx+fk75QQfbDgePI0jLVjvNW2wjg19pBQkjCiRTsnZ4FyT6O7x8+GkXtloHeq+AIINQrp7qWeksnJWF9jCFWEYhODS6aln/9jhhJAznxim1kFoxmiBKrQDtl4OsPRL8V5JGezCiPtrQF5ewymXoypMxfK0+OvlR/0486NrTGw+6XvIL0CWOvO1wrKSx6bcEg+1YLIspLfkZen3BQVcnCALbtm3jk08+wePxUFBQwJIlS8jJOXEVhj5viGJsOLjx5AtKDHgi8XDqrr3k0FB/YMTzrFTLR9RD1mwjLVYl/+O0E5EkHnf3kPHz/0GVlUXuU0+iSht70/WFY7y6uYvHVtTT6xfRyWKcK1NxhSqBsksmoJ882jIiSRJ1n/aw+l8fEvFvQYi0o1CpmbhwCVPOWoo1J2/MNvZ8rqHnDWqa/oxF7EUCPKoiZqReTu72lcjqloNKHz9n534XjAdXrkWECM/seobHtj+GTCbj9IwrWb6mBBlKHrxiCotKD21z2eULctqmBm7JTuH/lQx3prq3IP3zdAYVqVhjfUTO+jOyqdeM2N8O9PD5fKPWeyBSyRBUItvkxhBWk3lWGaa5WQckYILBzmEl0WcMDa0jGo2rd4yGCfHw6qS5484likY91Df8jIGBd0lOmk/FxPvRqMd2eiRJYkvHEC9u6uKd7X0EowJl6SYun5HDhVPGV81kfzQPeHmrppe3antpHwygVshZNCGF86oyOa08DZ16/J09SZJw+CI02rzx4O1hMqnJ5sEf2duxSdY6yTL2Yda48YkCdl0PbtVOUg1Wvjvl2ywtWopynKHfexAOxujcOUhbrZ2OnYNEQgJKtZzcCguZk5OpSVPwryE3231BdHIZF6QlcXWGhSkJR29t+yrBY6+ndcvfcCo/QpIJJMnnU1j1XRKTD217liSJlmA4bmdz+Vjv9tEdihOHZqWCmeZhEslsYLJJj+rrtsgYNA94ufbJTbgCER69ejrzS74YwmMoGosTQ4F4B755eNq2X0c+Va2kWL9XMVSk15IWkOj9qJvmjba4be2UbKacnvu5VFuLhGK8/VAt/a0ezrx5EoVTToxtUpIkwjHxoOod7/C8fx8ljy8cHV5OwBeKjizvj4zPRqRVyYeJG8UI0WPUqDBplRiGSZ19CZ19CZ69yyvRqxUn9DonSRJ+fyODg6sZHFyNy70FSYqiUBhJTpozQiK1+d08W/cs/2n7DyIip+WexjUTr6EqpQo4MEG5Z35fglIlQYFOTYlJR5Eufg6WDFscD5eddCIgCAI7duzgk08+wel0kpqayqJFiygvL//CySJXIMKrW7p5cX0bVUMfcI/6FTIYJJB7Cvqzfg0ZVUe8TsEfxfliPeEmF/opqSReWMzQQC+blr/G7jWrkCSRsnmLmHnexVhz8w+6np5QhDvqOljv9jPTLbJzUz+T1Gqe//58EvYhZJpsXm59bgudzgA/P6eca+fmI5PJqKmp4c1lbzAtexLzMqYQ3u0kNhhXQauyjejKLegmWpBZNXz88cfUfvQRi7ZsIaG3j9AiDc4L/eQWXU9BwV386NOfs6JzBU+f+TTVqdXxDUsSvHM3bH4SLCWEHO08LLuMRyJnoVYpufv0CVwzJ++YMhzd9uCIAsneGSeQLFlGdCYV7oEgXmcImVxGTlkS+omJfGiBl9wegqLItAQ9N2RZOTc1Ec2+55kogqtj2Fa2hyDaAe6uvcsYUkeTQ+mTIbnouFccPlnxX00a7Yu4+qifwBZbXH2UrMUwY7jymulr9dFJA3cPvPcjqH8bUifGg65zZoy87fe30NT8OwYHV6PXF1BS8nOsllMOujpRFNmxYwerVq1iaGiI7OxslixZQmHhyStx/zJDFESGbIG4cqgrXrnM0e0j6Nlb6cWYpMGSvYcgMmHNNpKQokMuj1ttHu6y87uWXor0Gp6aXECxXktg0ya6brsdRWIiuU89iTo3HjLbYvfx3LoOXt3SjS8cozIzgVPFCH7nJmLyCGcsPo1ZC+eMahgO9bt5+8GXsLd9iiQ60ZuTmHrWUiaf+g30CQcPPu/0dPLo9kd5p/UdVHIVV5ecxSkJEkP2t4cDnCvIMZ9O2s5tKHa+AQoNTL8e5n4PEkYr2T7r+Yx7N95Lh6eD03JPIy32TR5d4aQsPYFHr5o2KlfnQJAkiW/WtrDTG2Td7HISVUqIBODRBUS8DpQRF97c0zFf/8phpbLRaPSoSCWz2UxCgh6Nxo1M3oEo7EQmb0GjCaLVppGcNC9uOUuai0ZzdB0WSZLo7X2JxqZfo1SaqKi4H0vyfACc/givb+3mxU1dNA/4MKgVnFedyWUzcqnKNh+XzoAkSWzvdvNWbS9vb+/F5gmjVys4vSKN86oyWVCSctRhvKIo0eMKjtjbdvX0Uts9QI9bhSTFGygyRMwaN0Z1jLSEZKYUFHF2ZSaTs8yojrBBJsREehqH2Lypn64dgyh9MUQZONLUZE22cM68HLLSxwa7/7dBkiRc7s10dj6Ow/ExcrmGNPN5JOxYDHV6lBYt5rMK0E60HNE51hWKsGFYhbTe7aM5EA/s18nlTDfrhy1tBqYmGNAdQ2P7q4AtHUPc+MwmlHIZT18/k0lZJ7YgRUyU6ApFxhBDTYEwg8OKMYhbhvJ1GkoMcRtZ0T6WsoRDqIZctgCb322ncWP/50IeRSMC7zxUS2+zmzNunEjxtLGDF4IoHcKqFR22aQkjBI93eBn/PvN7nkeFw/cTFHIZBrUCk1Y1hrzZ81wfk1APBFH2+NCHRYxaJckTLKRUpmDOMA6TQsojvvadLIjFfAwNfYZjmEQKh/sAMBhKsCQvRNRX8k5fPa82vY434qU6pZprJ17L4pzFKOQHPr8GIzGanH521fTR0Oeh3SCny6KmSyGOIjWtKuXIubrveZujVaM8zqS1IAhs376dNWvW4HQ6SUtLY9GiRZSVlX2hZJEkSdR0uXh+fSdvb+9hnriFX+peIU/oQEyvRn7G/4PCU45tG6KEd0Unno87UabqsVxVjipFj8dhZ+u7b7D9o/eJhkMUTp3BzPMvJaus4oDrCQ34+eOHDTySIcMiyPBusTMj0cDT188cVTHSE4py90s1fLR7gIumZnHvhZPRqhRs2rSJd955h4kTJ3LRRRchOkIE65yE6gaJdMVJmIAqSm/3KlK2vY1MFmHoijCKRUWUl/0es7kaAG/EyzeXf5OoGOXVpa+SqE2Mb1gU4e07YeuzMPVacHfR1lTHL6Vb+CRaRnm6kd9eWMm0vPHFFxzwWEoSgz1+dn7SQ8uWAUL+vYptc4qO8nmZlM1JHykA4o7GeLl/iKd6HPT6PMyMdHKdoo+F4TaMjt1xNVEk/t2RycFSsg85NAnSJoPpy5X/erzxNWm0H+LqIwf+Df171UcVyRhmfq0++kIhCvFqTyt+E58/5Scw546RoOtYzEtb29/o6n4GuVxLYcH3yM6++qCl5vdUZVi5ciUOh4P09HSWLFlCSUnJ1yPoxwnhQBTHHlvZ8NTZ60cY9uXLFTKSMw1Ys4xYc0xxoijLiNZ4YOWHLyZwV30nb9vdnJti5oGy3FHy/eCOnXTdfDOoVPT9/I880S1jTZMDlULGuZWZXFFgJWdVH4IrhGphGh85NtHU3ERFRQXnnXceEa+HFU+/TOuWVUhSiISUPOZddgkT5sxHoTy4GqXL08Wj2x/l7da3UcqVXDbhMq6fdD1WXXzkWxAC9PW/QXf3s/j9TahUSWQmnkF2ax/amjcBCZILIaWM/uQ8/hhs5kPXbvJMudw55Ue8+qmB93fZOL86k99fVDkuFcsHDjfX7GjjtyVZ3JQ9TMi8cw9sehwfelDpMf5g2zHJZ6M2P84XGwj2eRCnJCBWGxnyOLHZ6nE4unC73fj9ciKR0QSXXC4jIeHQ9rcjDbv0+RrZuet7+P1NKEzX8GrTWby/y0FUkKjOSeSKmTmcW5l5QstvC6LExjYnb9X28t7OPlyBKIl6FWdNyuC8qkxmFiSjOMr7R7u7nYdrHua99vcwqhJYmnM92eSyo6OTZrufPq8JWyAFaTgQXS4TSTaoKEtPZGaBhfKMBCakmchO0h3QzuiPCbwx4OLZXge13iA6GVyKnjkDIqF6N87eeC6WJctIQZWVwuoUrDnG/6prpSQJ2O0f0tH5OB5PDSpVEtlZV5GdfRXqYYVbqMGJ6502YgMB1AUJJJ5TiDr76Eoc2yPRUUqkOl8ICVDJZExJ0DN7WI00w2z4r7IIfrzbxh3/3kpagpZnb5h5xIHxh4InJuwNoR5WbDT54/afyD5tXYtKOaLQ2KseOvYO9vEij8IxgV5X6IB5PR5/lJp1vQw6g1hKzMiNqlGEkHeY6AmMU9WjU8XVPHtsWga1ctTzERuXdjQBtO+8SaNCq5If8HoihmMEtzvwb7YR6fCMVEM2TE9DOyEJ2ZeAIBryR9jR42Z3n4dwTCSeLRzPvZHLZPHn7P8c1HSgFTehETaiFncgI4qEFp+8mo0BE5+6GhiKOkhWZzAv9UKmJ38DnVKHbM86hqfy4W2p/TGSttkxNnmIauQ0VifTVGigVxLpjkXpicbojkTxiHsVrioZZKpU5GrU5KlV5GnV5GrU5GvVJCoVI1ZauXyfbTF623JZ/AtJosDuXTvY8NlnuFxDpKWns2DBwjhZtCeE+Qu4p/jDMd6o6eFf6zup6/MwV93C70yvUuCvjbfNlvwiHn1xHAmtUNMQzhfrkaISSReXoK+Kt9OCPi8177/N1veWE/J6yCqrYOb5l1IwZfrIsQnuGsT5cgMyhYyWi/O5y+2kPxxF3uBmrlzN09fNHNVOFEWJv61o5i8fNTIpK4FHrppGdpKetWvX8uGHH1JdXc155503Qth17m5l28uryNu0Fk3zZ0SzZThvimI1fpOCvDvQTUhDvs/6dw3u4up3r2ZO5hz+tuRve+3xoghvfRdqnofFP4e8uUgf/4b32gV+LVxPv2jmsunZ/PiscpIN47vG7clobN4SVxm5bAFkMsiakETxtP/P3nuHx3Hd5/6fme0d2EXvIAASAHsXJRb1LlHVkhXLLbId20l8c53EcW5yb25ucp3kpjf3IkuWJatYoprVK0WKvYAAO9G3YAu2lynn98eCC4AEq0hJ9i/v88xzZmZnzszOzs6c8573+36r8NY5GN4f4/D2ULHdIkHrLJ3u9gh17mHMsV5EsAfCB5FE8T5PGuz4y+bgrF9AbfNSpJp5xfAy08c7m/SHiVAix6/2BfjMpa3/RRqdCspYZiLzWhA981/qo48Mo7vg2a9NGF1fPWF03QIUG/Kj/ic4cuTvUZQYdbV3M6vt6zOGqRS3Fxw6dIjXX3+dQCBARUUFV1555Uc+wvHrDKEL4uFsiRgqTklS0Smp7V2maeFlFY0uymrsGM6ywXconePzPcc4ksnzZ211fLmx8qTGRTyj8OyGjbT97Z8gqwr/dM1XuOymtdyzrBHrthCJ1wYweCx47+3E0uxG13U2bdrEq6++igmB8eh+DLk09rIurvzsJ5l9yaLTNmCGkkN8b8/3ePbIsxhlI5+Y8wk+P+/zJbLopOskBLHxzQwPPchY+DUAKj2X0hh34wiFeSjex3fNCgL44niC1eNuflf7I/pVH386x8/nl1UgVXcVpbDGUz9/FF1wxdb9CAFvrugshrYcehV+didxYwVONUr2vmdwzl57Vtd+pu+R3hIg/txRJLOM5UYLyYqtRKPvEo9vQ9cL03yJ3O5V6HoTiURyRqVSMpmcVr8kSWf0VDqRVArEczy5/RCpsX9kWeXb9CdaCRn+lNuXL6Oz5sOPKy+oOu8eHuOZXaO80hskU9Codlu4eUEdty6sY8FZKp0C6QDf2f0dnj78NGaDmU91fYrPzP0MHst0ZUU+P8Zw4F027t/CsbEggZSbkVQtg8kGxvNlpe1sJpnZNW7mVDuZXe3C6rGwRcvzfCJJWhfMcVi5v87HXdXlRXXaBOJjGY7tDnN01xiBI3GEKCoCWxdW0rqwgrrZZWf9Xz4ddF0lnw+Qy42Qy42QnSiPT6qawGqtw2ZrxmZrxm5rKs7bm7GYqy5K6K2mZfH7n2Rw6Idks4PYrE00Nn2eutq7MBhOblQKTZDeGiDxygB6WsG+pAr3dS0nGfGeK+KKypZ4ms3xIpG0O5lBFSAD81w2VnmcrCxzsNLjxGf+zZTK/2LrEN/85V66a938+HPLqXCe+zXVhGA4V5jISlYkiI4riEKFSdWQUYJW2yQxNDVLWflFDuWZRh6ZZOatOzV5NJ4p0OtP0DuaKJWHQynU06SzlgU4zAY8TvNJRI5rCvEzGbZlwmExlOZLZJDZ8IFCTE4FIQSF/gTpbUGye8YQio6x0oZjeQ32xVUf6/Z3JJWnZzRBz0CMg0fHGRlJoSYLuHUJly4hU8yjdPzXOT4vpCnzM0wGWaXcGqPCHqHCPobDmEVIgoGchX5FIivlEMKAmm1Eyzah69aJfUWp7uPH8yKxFhMdGEih866kshMN7fjxDBK6VUa3GNCtBoS1WOpWA0I+fr4SQtUhpyHlNEROg7wGObVYiinfU9JpMIZpN41ilwuMa3b2K/UEtDIEEkICHTGx7SShVlyYXJbk6cscJ8fkSeKtRJbJkwTWcUJqenl8W+gPZ0jlVa6pHOfPbU/QFHq9GIZ0+TeKKhnDeRglnwXUeJ7oz/ooDCZxXlqH58bWUmY/JZdj7xuvsO25p0iGx6hobGbFrXdRm2kh9eYwpnonvk91YSy3Mq6ofP3AEM+PxZHDOS5LSTz0qWVYTdPbSa/2BvmDx3ZhMsr8+ycXc2l7BW+88QZvvfUWK1as4Prrr2fbtm288/jjrN78Hu6xKKkrNdQ7Z9EY+z2kHi8ip4JRxtpehq3bh7XLi8Fl5uf7f87/ff//Tvc3guIg/zNfhd0/h6v+J6z+73D4VdKv/g3/OtzBD7UbcZpl/vjGedy7ovmUHp2R0RRHJoiiWKBIFNXNLqN9aTWzFlUWn426BpHDpfCywsAuCPZgVsKlejJSNaqvG1v7EkxNixgpm82PMk4e8ceIqRoddgufq6/gEzXe38gssOcCfzzLr3oCvLDXz7aBGELAwN/efHFJI0mSfgTcDISEEPMm1nmBx4AWoB/4hBAiJhVb0f8C3AhkgM8KIXac6SQuFml0HELVyfaESW85QX20shZL23+pjy4a8qkJo+tvg70CbvgbmHtHKZxmfHwbBw/9JcnkPjyepczu+HPc7vmnrO7o0aO8/vrrDA8PU15ezuWXX878+fP/iyw6Byh5jchI6iRzamUiZakkQVm1vZS57Hh4md1jPu8RpBfGxvn9vkHMssT35rawunz6yP3+QIIH3xvg6Z0jZBWN68pVvvr8v2BOJ6j/+38le9BB4VgC28JKym9vR7Ya0VSVQ+9vZMcLGxgeGSZb34YwmplTP49P/PYdp+0ADyeH+d6e77HhyAaMspG7Z9/N5+d9nkr72YdYZbPDjIz8jJHRx+hNJXly3E5Q0VlXu5xvdtxPT1+Mr280YpUK/LvnES5Jv06p2ScbwdcOlZ1Q1TVZemeBwcQPh8f4H4dG+On8Vq6t8EAmCv+5ioJSwJyPMtz9JRo+8Xfn81OgpRXCv9iNciCLUutnpOvb5I2DwBRfIu9llHmWn5UvEYCqqqcNfzsVqeTxeMhKVg6N6+wdU0kJMx0N1XxiyQiu/N8jSRKdnd+iuuqG8/quFwqZgsprfSE27B7lrQNjFDSdFp+dWxfWceuiOtqrTlaiRLIRfrD3Bzx2oGgm+Yk5n+CB+Q+ckpCcCiEEqfQBRvxvMBh4k2xmP8F0BYOJevZFOxlONzNeKEOZVHJjMhtor3aytN7DnJqiKml2tZMy+8mds2yyQP/eMMd2hxnqjaIqOha7kaa5PmYtqqRprhfzKbKxaFqefH60SAZlhyfIoNFJYigfAKYb1JrNlVitDVitdZiMbnK5ETLZAXK5EYSY7OTLsgXbBIlktzVPztubsVjqTjJTPxMKhQjDww8zPPIwihLF7V5IU9MXqKq8Fkk6c2NSz6kk3xgi+e4IkizhXNuAa20DsuXCNETTmsaOeIZN8WJI245EmtwEUTDbbuWSMgerJjK01Vo+vp3ss4EQgv944zB///JB1nRU8J1PLT2jajClatOIoeMp7I9m8+SnECrlRkNRLeQoZqHqcBSJoWar5aJ7SelCp6AVUHSlVCqaQkEvUNAKxINZ+t9ME9mrgFEg5umMNyoMJTWGwjqjUZnx9OS7ymFV8XmyeD0ZKj06XRXNLKyZQ7XTg80g8/5jhwj1xbj2/k66L/v4mIYfhxbPk94RIrMtgBrJIVkM2BdWYl9WjbnR9bFRNgohyGdUhoYT9B2JMTCYIBLMkI3nMecFbl3CLqafqyRLOMrMmMwGdCEQerEeIYolJyxP/Zyp25U+F6Xloi7p4weBTs4WIOMcQjfkMRZc2NNNmPNepAt4ztMugTS5LI6vOGldkaQ7vq9R1vGQwqgkiuSUoxzJ4UMyGKalnJ8pXfzUrGvy1Kxpp5qfQnRJkgSSQOlPoAynMLrN2BZUYLCZisebsGQIDx5jZF8PVVo9HrMPxa1SsboNk80CEhPnCM9pWf45n4CCxmWDCn+5tBWLyVDaRpIkAskcf//KQUbHs9x/aTO3LKxjy9Yt7N27h/LyMux7trF810Yko8r4pwW+a75MTdXnMBjMSEKgDqdQD8coHIyhx4u2EqZGF+bOcv638g+8GXqbH1/3YxZXL578gXQNfvkl2Ps4XPOXcNnXir5HfRs4+NL3+LPQFWwRXSyqlPirey5lXkMZAFF/uuRbdFw1VNdeRvvSKmbNtePIHpz0HwrshVAfqNniMWUTVHVCzQJE9VwSxg4ODVVyYHe+qE6SJRrmTJJOwmbgmVCMH42E2ZPM4jTI3F3j5XP1Fcx2nJ9x968jRsazvLjXzwt7/ewYHAegs8bFjfNruXF+DR3V7otOGq0FUsBPp5BGfwdEhRB/I0nSnwDlQohvSJJ0I/B7FEmjlcC/CCFWnukkZtXMFn//1e9g89iwljmxlzmwuUzYnOZi6TJjc5mxOozIH3BUZEb10YoaHEv/S310QbH/hQmj62FY9nm46n+VjK5zOT+Hj/wtweCzWCw1tLd9g+rqW07ZoBgcHOT111+nv78ft9vNunXrWLRo0TmHwPz/CUII0uP5ompoijn1eChTeuuarYZpxJCvwYm3zoHpHEyATwdNCP7mqJ9/Gwyx2GXnB/NaqLcW/2OqpvNyb5AH3+vn/WNRLEaZ2xbV8+lLm5lb50EJBhn4rc+g+EexXfoVKn/nduxLqsilU+x97SV2vvQcqUgYs60CnQVUti1BaRjm2MBhOjs7Wb9+PTbbdBXBSGqkSBYd3oAsySVl0bmQRceRUTK81P8Sjx/8BXvDPVSZLdzmTtJtU0nrHWw4OJ+UfAX/9MkrqPXYQMlC+CCE9sNY32QZG2CSTDIxXrWQVR1/xVw5w+NVaaSqTnj9rxAHnkfTdQK2OdT/0UakU/gfzARFiRGNbSLe04f57U4MeTtjHY+Tmb0Hr+8yvOWXUV6+6rx9ic6EE0mlQX+Ynv5RxiIxLHoWu6RMa35KkoTL5cBoDGA0BamsbKVt1s2Ul1dSVlaG2+3+yP778YzCS/sCPLN7hE1HIugCumrd3LqwjlsW1uJ2qDy470Ee6n2IvJZnfdt6fmfh71DnrDvvY2pallhsC28MbufpuIVNYhEZyUFlboTa0AC2uA0hNZHXTIzEsqTyk0RMtdvC7GpXkUSqKZYd1U7sE0oWpaAx1Bvl2J4w/XvC5FIKsgGqZkFVe4zy5n6EsX+CGBqmUAhPOzdJMmCx1GC11mO11mG11mOzNpSWLZY6DIaZ1SRFVdIomewg2cwA2ewAmWyxzGYH0fX8lOMYi3XbmrDbWoqEkr1ILlmtjdOOkcn0Mzj0Q/z+J9H1PBUVV9HU+ABlZcvPq9OqRnPEf3WM7J4wssuM57pm7EuqL/hgU17X2Z3IlJRIW+JpUhMZopqtZi6ZIJBWlTlptp4/if9hQ9MFf7FhHw9tHuC2RXX83V0LSz5huhCM5pXJkLIpYWX+/CQragAarSZabEaarTKNZol6i06dScchqyXSpkTg6AUUTZlG5hS0winXK/rptz2x/uPLmpg5BEzoBvR8NXq+Di1Xi5RpRs/XonL8uSUwmMNI1hFk6ygGix/Z6sdszmGSTZgNZjJKBkVXkCWZ7rK5rOq5G8Ogh0vvbWXx5adOCvJhQ6g62b4omW0BcgdjIMDc6sGxrBrb/IppYTAf2jkJQTapkIzkSEZzJCJZQoE0QX+KZDSPnlIwnPDTqRJoNhmrx4y3yk5jg5vKajsunw2X14rdYz5tptMPAlVNE4u+TzjyDgcDb/LKWJitaROKkOl2VvGJ9lu5YtYnMRpsJ5NSuiB3KEbirWHUSA5jjR3n6npMja4pBNUJBJdggrSaXJ9QVEazCiO5PKOZHLHhg5gC+zEpWeKWMgbK24nZKnEbDNSajVSbTVSbjFSZTFSZjJQbDUUV1gl1n3wOJxBpJ5wHM5yvEMAJ2wkhELkkhA6gR44W13nbEb5OhMFcrFefPIauTz3e9OsnRDEEDCHQ9anbTN9Onzg//YT1Qp88xgdFyG3gqVUOxsqMrNqf5Yq9WQxnThSIrBWY0/8zaoe2UWjV8d9Ry9ChBygkTt32cBug1ihTY5IpM0qk5Sxfbf0WeVQ+2/MNCqpjGqkmaVkkLY9ktiFZ7CVVGGqaPVqKX5lMZCSJlbKJK2UHSqRQJIpabLS1JGjz9OKI7ygSRLFjkydiK5/wHVpQTGtfMx8qZs+oyC/6IKU4vC3Eoe0hEmNZZFmioasY3tayoII+TeFHI2E2hMYpCMHqMiefb6jgWp/ngvt7fRwwFM3wYo+fF/YG2DU0DkB3rZubFtRy/bwa2ionvSw/FE8jSZJagOemkEYHgMuFEH5JkmqBN4UQcyRJ+u7E/M9P3O509c+urhd/d88fk9U9ZHUPOd1V8naYDoHVJhWJJLcVm9uG3WXC6jJjL5FLkySTxWY8ZcNOKEXvo9T7AQrHJtRHc304VtT8/1J9lFM09geS7B0eZ+9InIFIhuvm1nDP8sZz8xFJjBaNrvueLcaU3vIv0LgCAE3LMTj4A/oHvgNoNDV9kZbmL2EwzGwKPDo6yhtvvMGhQ4dwOBysWbOGpUuXYjJdHKnprys0VSfqT08xp04SHk6RT092Ht0V1mJ4WaOrFGLm8p2c2v5CIVJQ+XJvP2/HUtxf5+OvOuqxyDLhVJ7Htg7x8OYB/PEcDeU27r+kmXuWN5ZUEXpBI/7cUZLvHCK37d/QosO4//Qb9GXj7HvrddRCnsqWbrLpbjS9iRW3zGLJtU1IssTmzZt55ZVXcLlc3H333TQ0NDCSGuH7e77PM4efQZZk7p5TVBZV2U+d+exU6I308uTBJ3n+2POklTRtnjbumn0Xd8+5m0RyjB+++n2qjG/S7B4GDPi8l1FTcxuVldfMfJ8XMhA+UCKR/leunu85lvPK9i8wL324tFkOCwoGlKVfwNuxsqhOKm+BGcgjTcsxHt9GLLqRaGwjyfgBKg7fjrf/BnR3EvmGNN7Zy7HbWz+0jmde1Xh5X5BHtw6y8XAEWYJ1syu5d0UT6zp8ZFInh77FYjEikWEyGZ2pI7GSJOF2u08Z/vZhkUqhZI7n9/jZsHuUnUMhzN73sFW+jS5luLzhGv77st+j1fPBOndZTWdDaJyHRsNsS2SwyBI3eC3caD2EO/ICufRmTFICgMFEPQdj3eRNq3A6F+KwWAkmcxwMJjkUTJFXJ1ue9R5oKc/R5B6nzjlCje0I5YY+smNekiOLSI0uQkkV/x/2ihEqZgWonZPHW1uGzVY/QQrVY7FUn7MC6GwghE6+ECKbGTyBTBogkxlA06aat0tYLDWYTV4UdZxcbgQwUllxBS0tX8HtXnBBzik/kCD+3FEKQ0lMtQ48N8/C2lZ2QeqeCaou6E1ni55IE+baUaXY060xm1hZVvREusTjYI7DWvImOR8IIdCEdnYEyhQlzZlIl2xB5ZWtdRwLemmeHaGiaZxx4SQuXCTxkJLK0KXJ97msZ7FoIYxqAIMyilQYgcIQBjWIxNl59JwJsiRjls2YDKYSQWOSTZhlc2neZDCVtjHLU9ZN2fb4Z4pqJjJuY2zcQjBmwh+TCYxLHLeVsZigpcJEW5WFZocZa7+G6MtjNcl0rK5kwVX1uMvsmGTTpJcIkNfy7Bnbw5aRLUSfs+P1N/NO6+McqN3M3Iq5rKhZwYraFSyqXITV+OGPpCuBdDH5zK5QMfmM24x9aTWOpdUYKy6ul4iuFwfFktFckRiaIIeOLyciOXR1ek87hyAhCxIGAXYDbp+Nujonba1lLJjjpdL38ckomckcYyDwEk8dfoYXQ0PENYlqk+Cm6hZubbuN2qqrTsomLHRBZkeIxCsDaPE8ltnleK5rwVx/9skPFEVhx44dvPvuuySTSRobG1m9dh2GunqOZgscmlD+Hc82ePx5BEWvthabuRQCOjUctOxChoMKAQMbYfO3i1mYZQPMuwuu+GbJ9uKjghLOEnmoFyWYxnl5I64rmkjvDhF9+ggGuxHP3bMx1zkZObifXb96noG9uzFZbXRedjlz112N3V2G0CGrafzu/kE2GVXKszo/am2kxWyeRmbpuuDZXaO8tfMAl2Z6Wb1rA45ImsQ1gvEr7qCl/quAYZLMmiDGxCnIMymrYBnLMhTv409832JJupM/C36FfJmNjMdC1mlBR0cceh092o9ovARR2TVZn6aRHjvG09E4b0nlOCWdVeYwl0ibWCq2MUcawiopRXuGmgliqHrCpNpdd8aELjNBCEF4KMXh7UEObw+RCOeQDRKN3V7al1bh6irjyfEED46EGckr1FtMfLqugvvqvFSaf737kQORNC/sDfBij589w3EA5td7uGF+DTfOq6WlYuZIgY+KNBoXQpRNzEtATAhRJknSc8DfCCHenfjsNeAbQoiTYs8kSfoi8EWAWY11S4+89XNIBiDpR08EyEdjZGIpcoksmZRKVrGVSKXSJMrIijLy2sykgySDzWnC5rJMIZMmSmextLvNmAsaYn+U3O4xRFbF4JvwPvoNVR/lVY0DgSR7huP0jMTZMxznYDBZiqH3OsxUOi0cCCbx2Ex86pImPnNpC1Wu0zRMdA22/gBe+z+gq8VY4lW/CwYTQgjGxl7i0OFvkcsNU1l5PR3t38Rma5ixqlAoxBtvvEFfXx9Wq5XVq1ezYsUKzObfvN/iXJFNFk4wp04S82dKIxwGk4yvzlHyHTpuTm22fXgeGbuTGT6/9xhhReVbHQ3cV+dj99A4D27q57ndfgqazur2Cj5zaQtXdlZNMxcujKaI/nw/ajiLc20DMecQ0f/xP7CFwuxrqcFx83pUbR5DfTIVjU6u/mw3vhMaRSMjIzz++OP4036S3Uk2JTchSRJ3zb6L357321Q7zi17QlpJ88KxF3ji4BP0RnqxGCxc13Idd82+i0WVRd+k3tEEX3p4G8F4nv+9fi63dOcIBDcQDDxDLj+KwWCnsuJaamrWU15+6Ywd7WOZPGu37OfumnL+sdUL/e/A459DFWDQsuwzLWaesnNyB6MVKmYjqjpJ+nxEHXmi+hDx9D50UfQl8spX4N16G3LYjn15FWW3tH+oI7+Hgkke3TrEUzuGiWUU6stsfGJZI3cva6Cu7Ow6FqHQm+zY+b/IZGQ8nntBtE9TLiUSiWnbHyeVZs2axerVq/H5fBfjqwFQ0Ao8cfAJvrP7e8TyESyFeUSHr0BSGri0zcetC+u4bl4Nbuu5NVD2p7M8PBrh8UCMuKrRbrfwqVofn6j14p3SABdCJ5ncx0jgLYYCbyApe5ElDUU3EM56UYQbl9WC25wlklYZTpQzkqotTYFMFboo3g8GSaexTKO90sjsaheNNi+OmInsgQThwSJJ46my0bqwklkLK6ie5bloI++ngxACRYmRzQ6SyRwjEnmTaGwTihKhSC5Ob9OYTL6id5K9eUroWzH8zWQqL3UUhRCoQkXTNTShoeoqmtCmL+sqYl8K+c04ckJHaTORXGtGKRNoujZt/+PLutBnrmvKNqc9pijOK5pKVDjw6xUERCUhUUVWKjYMTSJHuT5CmT6ERxvEpo2iT+x74rF0oU87rqoXlTqCDzZKLgDdUI5mrEUz1aEbm8lri9CsTpj6/hE6VhHHKWK4SOCREpRLKbxyBresYzaeQOYYzNOIm2nrTkPqTCWApu5zqixVZ4KuC4ZimWneQ73+BP54rrRNtdtCd62b7jo33bUeuuvcNHvtJ/1PYoE0217s59CWIAaTzPx1DSyawfNI13Re/mEvR3aEWHlnM4W5QbYGtrLFv4V9kX1oQsMkm1hYuZAVNStYXrOcBZULMBsuTltJz6pkdodIbwuiDKfAIGHrLppaWzrKL9hgq6bqpGKTBFAymiNVUg3lSMfyJ6k6hEUmY4QxXWNMV4nLgqQscPmstDZ56G4uY3598TdxnePz+KNETknxdO93eOTQMxxLj+OUBaudCldV1NBafQU+7zrKyy8p+bMJRSe1aZTkm0PoGRXbwko81zZj9J36fasoCtu3b+fdd98llUrR1NTEunXrmDVr1mmJtJiilgikI5l8KTNhf7aAcgrj+bYpxvNN52I8rxag50nY/J8Q2FNUpyz7PCz/wknZaz9K6AWN8WeOkNkeRPaY0eMFzK0efPd1ntSfHBs4xtYNT7L/vbeRJJnutVey/NY78NYV+0Z/9M5BHsqmMBok/r6riXvrJtsyuq7z1ltvMfLwd1m0ZTdYBOMPNDPqu5XefWPccsstLF269Ly+wyN7fsa3dv4NvyN/itsOr0HkNSSTjHV2OdauMqz7/wzD4Sfhxr+HFV+YvrOSZe8rP+Wf3k+xQ2lmXC/ed0YZOqoczG8oZ369h3n1Hrpq3Sf5Np0vhBCMDSY5vK0YDpeM5pCNEk3dPloXV3KswcxPIjHeiaUwSxK3VpXx+foKFrs/PmTxmXAsnOaFidCzfaPFdu/CxjJunFfDjfNrafSePiszfAxIo4nlmBCi/FxIo6k4o6eREJCLQyoISX+JXCqWAbR4iFw8STaRI6vYyepusrqHjO4hp3vI4COLr0g0qQ4UbeYXhsko0+Q00mgAj1ZsQmXKrRSa3BibXNjc5mnE04UK47mYKKg6B4NFgmjvSJy9I+McCCRLKVTL7Cbm13uYX+9hQUPxj1xfVszesGMwxvfeOspLvQFMBpk7FtfzhbWzpkndAPDvLhpdj+6EtquKRtfe4ihIMrWfQwf/D7HxzTgcs5nd8ed4vZfOeK6RSIS33nqLPXv2YDabWbVqFatWrcJq/f9PPOqJ0DUd/5F4MXxkd5j4WLb0mcNjxtfgmmJO7cRTdXID9cPEI/4I3zw4TIXJyHc6mxkZiPOT9/rZNTSOw2zgzqUNfHpV80k+MEIIUhtHib94DNluZLwjwfubf0l0ZAiXy80lwSSmQ4fpn3cP/VXrWHpDM0tvbJnRu8if8vPtnd/mmaPPgIBF8iL+4sa/oLXi7FUfQgj2RfbxxMEneOHYC2TVLB3lHdzVcRc3zbppmpHxM7tG+MaTeyizmfnPTy1hSVP5lHp0xse3EQg+TSj0IqqawGyuoLr6Fmqq1+NyzSu9sD6/9xhvxpJsWtlFtckAD61HDL6PpOXZ4biShf/9CQxqBsYOkPFvJDr+HrHCIaKmOOpEn8yZUvEmBGV6DdbsnSQGVyIZZcpvrMS2fM4FzR5yKmQKKs/t8fPY1iG2D8QwyhLXzq3mnuVNrG6vOK8MZPl8iH29XycWe4+qqpvo6vxrjMbiPaSqKolEYppKKRKJcODAATRNY968eaxZs4aqqnNXlp0Kqq7y3NHn+PaubzOaHmVp9VK+tuRrLK5azIFAkg27R9iwe5ShaBazUeaKOZXcurCeq7qqTtlIymo6z42N89BohC3xNGZJ4qZKD/fXVbCqzIEQ2jST6ZONpv0IUZix7oJmJJytIKG14XCtpKtpMQuaOpEMbvojGQ4EkhwMJjkQSHEwmGQwmintazHKtPkc1BiNuJIapkAenwJVTjOtCyppXVhJY2c5xtO8D1OFFH3RPgYSAyUS41TEyemIlOPrhV6gTgzSxlHcUoaUsNCr1XFArUQIDTsZnGRxS1lcch6PlKdMVnAb1GnnldUlIqrEmCoTViGsyoypxXUJTUKcwrfDrJtYH72CeyPXYdbNPFf+No9UvEDSmD7TrXNaGCRDcZINGCUjBnnmZaNsRJYMKAYfSUMzCUMTMbmBjFwGgFEUqCBEtRSiWgpTJcWwGORSXcfrOH68k8iYiXmjbDyJoBGSmaBiZFSRGSlIDOVhIKczkFPJTOnIy5qAlMLyShdX1JeXOoutNgvWj3nGrJyicSiYotcfL5FDff5kKfTTIEu0VTqmEURdtS5852jsPRN5tPDqeky2LEJIvPXwKIe2BrnsrnYWXd00bd9UIcWO0A62+LewJbCF/dH9CARWg5VFVYtKSqRuXzcm+fxJEqEL8kfHi6bWPRFQdUw1DuzLq7EvqsLgOPe6lYI2qQ6aqhSK5EhGsqQThencrwQOjwWLx0zBIjGOznBB4WAqy1C+QEIW6DK0VTpLHdL5DR66a90XNePmhwkhBNuC2/jRnm/zrn8rJkliuUNnrTNHncVEWdlKfN61+HzrsNtnIXIaybeHSb07gtAEjpU1uK9smkZcFAoFtm/fzsaNG0mlUjQ3N3P55ZfT0tLygTrSqi4YzBVKYadTfckiyuQz+Lg66bhRffsU0/qSWX06DNt+VByUTgWhYg5c8mVYcA+Yz9xJ/iigJfKEvrsHLZJDMsv4PjsP6yzPKbePhwJse+6X9Lz+Cqqq0LF8FSvW30VN+2z+/u3D/MNYBOG1cEdVOX83pwG5kOfpRx+h7tkfUd0XIz9b4pnrbuHB4dX896vn4BndwpEjh7nzzjuZP//UPrGnghCCr7/1dV4ffJ0fX/MjuhItZHsjZPui6IkCyGC2jWDLv4DtqqsxXvHpU9YzHMvSM3K8/1kUKsQyxdBjgyzRUVX8z86f6H92XwAiSQhBsD/B4e0hjmwPkYrlMRhlmuZ6ccwr5+VywaPRcdKazgKXjc/XV7C+qhzbx/C9dDiU4sW9fp7f62d/oOgPuqSpjBvnF0PPGsrP7T/wGxGedsGMsIWA3PgJpJIfksFpJJOaCJNVj5NLZRPKJTdZqYqsXE0GH+jl+ISbGtmEWZJIaYKBgs5gQacwccmMFsNkWJxzMixumqrJObnOYLy4N6SiFQmivcOTf9D9/iSFCV8Et9XIgoYy5k0QRPPrPTSU2874cjgWTvODd47yxPZh8qrONd3VfGntLJbVmuHNbxWZf3sFXP8tmHcnSBKKEuPI0X9mZOQRjEY3bbP+gLq6e2dUWMTjcd566y127tyJwWBg5cqVXHbZZdjtH88XwsVGPqsyuC9C/54wAz0R8hkV2SjRMMdLw5xyKhqLJJHtY6SCy+s6f3ZohIdGI6y0WFgeh6e3DxNOFZhV4eDTq5q5c2nDjCN8WrJA7ImD5A7ESLvTvH30MRLJMapa2lh603paFq9i8xOHMPzwW1SFd2G//ws0/ekfnHTf+lN+frD3Bzx1+CkkJO7ouINl2jK2vr4Vh8PBXXfdRVNT00nHn4pkIckLR1/giUNPsD+6H5vRxvUt13PX7LuYXzG/dMyhaIZn94zy7G4/ff4EK1q9/Md9S6h0nbrToOt5wuE3CQSfJhx+EyEK2O1t1NSsZ8R6FXf15fhGaw1/0FIDm/4TXvomqmRkVFQhfe4XmK2DRGMbiUbfI5cbAsBiqcHrXY3XuZhy1YslOoo+cphYTwvZxBws8m7KTf+IUYqAyQGVc6abb1d2gqfhvKTBJ2LvcJyfbx1kw65RUnmVWRUO7l3RyB1LGs4rS9KJEEJnYOC7HD32T1gt9cyb9y+nDT1KJpNs2rSJrVu3oigK3d3drFmzhtra8x+V1IXOqwOv8u+7/p1j8WN0+7r52uKvsapu1Un3oxCCXUPjbNg9ynN7/Iwl8zgtRq7truaWRXWsbq/AZJA5mM7x8GiEXwQijKs6zWad2zxhrrEcwFboL5FC+UIQcYKHStFkun7CS2gybOy4p5CixBkLv8OxkdfJpd/HKKXQhcRAopFD8S5MtkvobLqUtbPraPJNPm/TeZXDoRQHgkkOBpLFMpgkmJj0GbLKEhWqhE+RqJIMzGssY+WSatoXuDiWP0xvpJd9kX30RfroT/Sf8drKkjyNNJlGbEwsOwwSi83jLDRHscsqYd1Oj1rPkKjCIJvOSLiYEDikHHaRwkYKm57CIuKY9QRmPY40pacqMKEZy9GNFQhjBcJUiWSuQjbVYDBXYJDNWHJGvFsknPtAmCGzykxhkRWDyVg85inOZ8b1kuEDj3gG8koxnG3CF2l/uqiCscgSi132CWNtJ8vcdhynySwjhCBUUEsKgqmeQ8O5QukqSUC91UTHBCHUZrdiL+j8w1P7SMbzfO/+ZazuOLP5+0eJaLowQQwVCaI+f5LDYym0CQLMYTbQVSKHiuXsatdZd2x0vYCixCgUoihKlIISRSlMlEqUQiFKNj1GcjyEJmIYzGkkSSCERDrYRXXF7Sy/6pMzZvqbing+zvbgdrYEiiTSodghAOxGO0uql7CyZiXLa5fTWd55VmorNZYjsz1IelsQbTyPZDViX1yJY1kNpjrHae/VfEaZFip2olIol1KmbS/LEk6vBZfPistrxem1olplQprG0UyOvdEUe/0JIukiKS5L0FHlYm69uzTo2V3nLnm1/abjaPwoD/c+zIYjG8hreZaU1XK5M08jw0gSWK0N+Hzr8PnW4TYsJvNmhPTWAJJRxrmmAcvKSrbv3cl7771HOp2mpaWlRBZdbBxXJ00SSqdQJxmgPR+gPbyDtnQ/7R4v7fOupWn25Rcl49+FQr4/TuRnfYichuuqJtJbA2ixHJ7rW3GuqT/t/yYTH2fHi8+y6+XnyKfTNM1bwPL1d/N8xMm3DvnR2t3Umw3c++5jXP38LzGHNdQ7G2j/kx+BuY5vPLmXZ3ePcv3cKhYV9hEcHuCee+6hs7PznL9HspDkE89+AlWoPH7z45RZyxC6QBlJFQmkfWHUUHEQ2+TJY13ajq3bh6needrvKIRgZHwqkZSgZyROdOK/fZxImlfvYV6de4L89WA7T5GG0AWBYwkObw9yZHuIdLyAwSTTMNeLf5adn9nz7FcUyo0G7qvz8Zk6H022D95e/SA4GEyWFEUHg0WV97Lm8hJRdLYq/ZnwUZFG/w+ITDHC9goh/liSpJuA32XSCPtfhRArzlT/xc6edhKEgGxsgkiaJJNOVDCRCqCrEintctLa9WjMQaChSv2kjGPEjTJZvGR1NxnFTi5vIpuVS7HsJ8JsM2JzmbAfN/YuzZ+76beq6RwKpUoE0Z6ROH3+BIWJOG6X1Vh6mc6fIIiavB9MhhdO5fnppgF+uqmf8YzCEtMAX+RJrl0+H/mavwBbGbquMjL6CEeP/jOalqK+/j5mtf43TKayk+pLJpO8++67HP/tly5dypo1a3C5Ts5G9JuORDhbymg0emgcXRNYnSZa5vtoXVBJQ1f5KTMafdQYyRX47b3H2D00TmdYZag/jiYEV86p4jOXtrC6veKU6qfcgSjhn/ei5zR2RV/ncGIn7csvYcmNt1LfOZfhvhivP9RHejzP4qsbaNryYxLPPI33s5+l6ht/XMwmkQ7wg70/4MlDTwJwZ8edPDD/AWocNUDRG+vxxx9nfHycK6+8kssuu2xaxj0hBHvCe3ji4BO81P8SWTVLp7eTuzru4sZZN+IyF+/HYCLHc3v8PLt7tGQ2t6SpjPWL6rlvZROmc2jIKMo4odCLBIIbGB/fAsAxqZur2u+lwdCB8Yc3o8kymlpg67JO8rYQIDAaXZSXXVIkiryXYbNNHxHMH40TfewAWrKA+9pmXMsdSOED0823Q/shHZo8GbNrgkzqhMquyfIs4swTOYVndo7w6NYh9o0msBhlbppfy70rmljeUn5RZL/j8e3s6/lv5Ash2tr+iKbGz582VXs6nWbz5s1s2bKFfD7P7NmzWbt2LQ0NM4fHzgQhBBtHN/KvO/6Vvmgfszyz+L3Fv8dVTVed1XfUdMGmw4O8sW8P+4YOYDZGUap8DJTP4ajcgAGVZeJ9ruJluumhmI3YgMVcjdXWUDKZnjSaPr3J9MzfQSOR2MtI8E1GAm+B0oMs6eRUM/tjHYxmFlLuvYxlsxZyaUfFjCF145kCB4OTZFLvaIw+f5KMMtmOsOvgknLIlgCyb5hZjSaWNzWwuKaL9rJ2LEbLjISQfJrfMJsdYnDoR4yOPo6uZ/F519LU9ADl5ZdesHtM1xVyuVGy2cGSGfeZjLmPh7qZ1Rr03WY44sBma6D8hjlYu30fuew9qqhsGU9PZGhL0ZPKogkwSLDAaeeSMgcrPU5UIaYRQ0cyOZLaZEPGbpBpn5K+vt1RLFttFuxTnnvbB2L89oNbMcoSP/ncCubVn3p0/cOGrgsGo5mT0tsHEpPhZbUe6xT1ULFsLJ+u3tW07AQBFDmBAIpNzhciJVJIVZMznQ4gYTKVYTJ5MZu8mMxehOpm7JhE6JiEwZKksms7QgpiMDiprrqR2to78XiWntV9Fc1F2RrYWgxnC2zhWLxoPOsyu1havbRIItUsp6O8o/TfO+71md4WJH9kHABLWxmO5dXYuiuQTPKkyfSMfkJZkpEchdx0cttgknF5rbh9VpwTxFBp2Wshpuvs8ydKg537RhMzdiKPq4i6a93n3Yn8TUI0F+WxA4/x6P5HieaizC6bxa313cwzhknGN6NpGSTJTFnZMsotlyLtbmZfT4S9piFyFGhtaeXyKy6nubn5o/4qRXVSJsfhI+9z+OgWjmQLHLE3c8jVTkSe7CSfqE5qs1uY77Qx13nmAfCLCSEE6fdGGX/+GMZyC777uzHVONBzKrHHD5LdF8E614f37tnIZ2jLF7IZ9rz6K7Y//zSpWJSq1jYOd97CTwIqt2S28YWnfoHikKn4n/fRfOMfTQux/sE7x/jWi33MqnBwjfUohegI9913H21tbef8nfZF9nH/C/ezqm4V/3blv530jlaDcbI//3eyQS8F5oKQMLjNWLt9WLu8Z61CFEIQSOXpGUuxL5SiZyzJvlCKSLZILssStJXbmVvpZF6li7lVTroqnNjPUZEkdEF4JMVwX4zhA1FyaRWDScLW5ORAlZHXbSqKLLHS4+DmqjKWuO3IUjED3kWFEPRHMmw6EmHT0QjDsSIZ113r5tI2H5fM8uF1mk+MvD8vWFs8Fz172s+By4EKIAj8L+Bp4BdAEzAAfEIIEZ3wN/p34HogA3zuTKFp8BGQRmcLXYdstEQkKSNh0vsNZIZ96KoZozGCw/Imdu0ZDESBIh+VF45iWJy5iaypiayxlqxcSVZ4yWquoj9T3kQ2I5HLaMz4E0hgdRRJJLPDSNwqEZA0hlSFY9k8x5JZCtrkSFiJHGooxm3PFEd/QZAYJfPcn/J4b5ofiPUMaeXMqnDwwJpZXNk6QP+xvyadPkR5+Spmd/w5Tueck6rIZDJs3LiRLVu2oKoqixcvZu3atZSVlV348/2YQuiC0ECSY3vG6N8TITJSZJPLa+y0LKigdcFH5xlyLngtNM6XX+2jcCwJSQW31cg9yxu5/5KWacqFE6HlFQZ/uhnTERgvjLEt8TIta5ex+Pqb8VTVUMipvPfUEfa9PUJZtZ2rPttFTasHoesEv/U3xB56CPNtN/HzW908deRpBII72u/ggfkPUOs8WUmSy+V49tln2bdvH+3t7dx+++2oxmKI0ZOHnuRQ7BA2o40bW2/k7tl30+3rRpIkoukCL/b42bBrlC39UYSAuXVubllYx01nGUN8JjwxuI+XDz/GHaa3MCnDSLrAFytQG8wzWmFF7bgMn28N3vLLcLnmzajWE5pO4rVBkm8MYfRa8d7bibnxNORrJlpMb1oik/YXlzNTsmNZPBMEUuc0dZJwVLFtcJyfbxnkhb1+copOV62bT65oZP2iejy2i+8XoShx+vZ/k7Gxl/D51tHd9XeYzadXNGSzWbZs2cLmzZvJZrO0tbWxdu3aMzaYtwe38687/pUdoR3UO+v5yqKvcFPrTdNG64UQqOr4ZLhYdmrYWDFFvaqOM0odr3MN73A5KcmNTw+xILud2ekBWsuqmNs4h7badmzWhotmMn0cqpokGt1E/+gbxGLvYhSjAISzXnojnWSkpTTWruGyjlYWNpSR1dLsj+4vKYh6I70MJAaKJpiqC4/URWV2Kfp4PZG0iTFdoEx5fNW6LMyudVPrsVLttlLjsVLtthTn3VbK7SdnJ0ok9jAw+ANCoReRJJnq6ltobvrCjO+ViwkhdPL5YIlQypSIpRmMuYWEMVeORdThqp2No6J9glxqwmZrwmg8e2PaC42UqrEtkS4aa4+n2JHIUJjSAKm3mErE0HEj23a7hVqL6Ywdstf6gnz1kR3UuK08+PkVNPtmNuL8MJBTir6Nff5JcqjPnyBdKJIZBlmivdJJV62LzhorHRUabb4cDuN4Sf1TVAVFJoigWGm9rmdnPKYkGTGZyksEkMnkxWz2YjL5SuvMJm9xG7N3wk9r5k5PLJAmHsrSPN9LbPx9Av6nCI39Ck3LYLM1U1tzBzU1t2Oz1Z/1NQllQiUS6X3/+wynhgEoN5dzo/1qrowtp/aYC3I6BZcZ0V6GUuUgnddKSqFEJEcqmkNVpo+Mmq2GokpoItOYy2udWC7O21zF+0cIwVA0WwxTGY2X1AbjE+EqRlmio9rF/AkF0YX2PflNRV7L8/zR5/npvp9yJH6EKlsVn+z8BNdUtVJIbScYfIfDh0wMD3ehqlYqnXnmaz5mycspv7oL+8LKjzb5TyENu38Om78DkUPgrCl65Sz7PNi9jM/gnXToBHVSk9XMzZVl3FJVxiLXh0sg6QWN8V8eJrMzhLXLi/cTc5BtU70HBal3R4i/2I+h3ILvt7ow1535PaAqCn3vvMGWDU+StiRYdrSX8r0F+rra+NPP/hGLmhv4164mqizT21wbD4f53Ud2oGqCa92jlGdHuP/++8+LHHyk7xG+teVbfH3p1/nsvM+evIGSg0c/iXZ4O7mF/0Y21UH+UAyhnEXKt9NAIBhDcABtYtI5gEZ0gjmRgSZk5mBgzkTZgQH7KULK/wtFNP7t2ouvNLrY+NiSRqeAUHQyPWHS7/sp9CeKZoBznDg6NSyeMFLqRNWSvxiLmwqCmP5H0oWBvK2JjKWVnLmJpKGWw2oNvTkPh3JWjuQlhhSN42Jek4BqTaZalajRZGo0mXJdQpblKSFypzb9tjqL6iaT9Ryl8LoGW38Ir/0l6Aqs+wbqiq/wqwNRfv7eZhZ6HmJp9R4KoobOOX9KS/2NJ9Wfy+XYvHkzmzZtIp/PM3/+fC6//PKLalT7cYJa0BjeHyult84kCkiyRG2bh9aFFbTMr6Cs+tcjJG8wkuYPX9nP+/uCSIqgtcrJF1e3sn5R3Wkl4rlUit7nXsWyHTwGH4PKfqxXVDPvqqsx24rffeRgjNd/2kcikmPRVY2svHXWNL+UQCrAe3/5+3Rt2MumbpmRP7iLBxb/zoxk0VQIIdi2bRsPv/4wA2UDDNmHKOgF5vrmctfsu7ih9QYcJgeJnMLL+4I8u3uUdw+H0XRBW6WDWxfWc/PC2pM9vc4DQgiy2UFGIu9x29EmyvQgfyH+iMaRLLKAYKWFgkVGlhzU1NxETc1tEynDT1ZjqJEs0ccOUBhMYl9aTdmts5DP18chHZ4gk/ZPL7NRIsLFU9oaHtWv5oheg9OgcmtjjnsXVzK/ey6Ss+qChLmdLYQQjIw8wqHDf4XRWMbc7n84pV/aVOTzebZu3cqmTZtIp9M0Nzezbt06WlunZ5PrjfTybzv/jXdH3qXSVsHvzP0kV9UtRikEJlLQj0ybNC0z7TgGgwOrtQ7Z0shWlvN8tpMdOTdGBNf6bHymvpYlDjuv7w+xYdcobx0cQ9UFsyoc3LKwjlsX1V2Qe+1skckMFEPZRl8nn96CUcqiC+jPOjmYlzlQyDNQkNGRqHHU0O3tpts3Ofls05/jsVCa9zf72doT4mAoSVgWxEyClCxIi5Ntl42ShM9uosphodyWxiEfwGHoxefI0VG/nHltN9Nc2fSxUxgUjbmjk8qk9ACJ4QNkYkcpWANo5ulKE5PJh91+nERqKRFKdnszRmPZh9rZyWk6e5IZrAaZNpvltCFrp8NjWwf501/20F3r5sefW35BwlHPFpFUflI9NBpn3+g4R8PFexfAbhK0+3K0ehM0u8M0uoapsfeDNoaixBBCmbFeWbaeQPZMmT+xNPkwGl0X9bdT1TRjY79i1P8k4+PvA1Bevoramjuoqrr+lFloT0TRZDpP/5Ehhrb1ow8KyJlJ6zoxUUDXTUhi+nvG6jThPh465ptUCR0nhSz2kwcKhCgqu6Z6mfSMJIhnJwmiOTUu5tV5mDehhu+sOfuwv//CydCFzsaRjfy096ds9m/GJbm4wXADxiEj+VyehgYHbW2DSPJbaFoahAFbrAN3fhk1C27CO3fZNBX2RUd8BLZ8D7b/pGgtUrsIVn0Vum+bMd36cQihMx7fzkjgefaFttKj1rFNvoI9Yg4aBmpNGjdVuFhfU8dSj+MDZZY8E9RIlsjDfSiBNO6rm3Fd0XhKAi7fHyfyyH70jEL5+nYcy2vOWH8sFmbjg1+i+Yl9GKIS2xc28edNX2XOXAf7mypwGQ38W1cTV/jc0/YbjmX40kPb2Tea4FJXlLkM8dnPfob6+rMnmmG6v9FPrv8Ji6oWnbyRkoVH7oFjb8Md30N03Ul+IPGBiSNgWptSCEEoU6A3mmZfOM2+SJp9kRRjE88UCWj12Jjrc9DtczDX56Tb58BxhmeK0HWio2lGD43jP5qgkFWRjBLhKjO95RIRr4lLK1xc4/PQaPsAtiAC+iMZtvRH2dYfJZTMIUsSXTVulrWWs7S5HM+ZTPo/4L1sm+P99SeNujqs4uF/bsMo2zEaXRhNHkwWH0ZrJUZ7HUZnPUZbTfEzoxuTyY3B4Lqoo7BnCyWYJr0lQHpHCJFVMfqsOFbUYl9ahcF5ws2la5AeK/ks6Qk/RwMx9oby7I0a2ZtysS9fRYZig8tGjnlSP/PkYyyQ+5nvGKfJY0KxtpA1N5CVa8hKFWRFORnVSU6xkskZyCYVsskC2ZSCkps5Ta3BKJ+SXLK5zDg8Zuo6yoqddf+eCaPrHdB25YTR9SxUNc3AwLcZHPohupDZGV3Pd7avwGSwcs/yRn57dSuNXjuFQoEtW7awceNGstksXV1dXH755VRXn1sWq19HZBKFUtjZcF8UVdExWQ00z/XRsqCC5nk+rOdhJPlRQAjBxsMRfrjxGG/sDyEkqG508XfXdLGuveK0Debo6DA7XniW9DY/C93rEDKIS+203LwCeUKxoRQ0Nv/yCHveGMZdaeOqz3RR115WqiOYDvLDnh/yxMEnEELwjcOdLPzFLhzr1tLwL/+CfBrD9PHcOM8efZYnDj7B0fhRTMJEY7KRu+fczX1X30dO1XmtL8Szu0d588AYBU2n0WvjlgV13LKwjs6aD94hKBSixGLvEY1uJBp7j1xumCe5m6eke/kX76tcrYN3w18jZCMhzcXOZV+gaVaEsbGX0LQMFkstNTXrqalej9M5G4D0zhDjTx8GCcpv78C+sPIDneOJ0HXBxsNjPLrpMC8fiKHosMQ1zr32bdyUew5HfkqYm817sl9SVRc4Lq6nSTK1n56e3yeTOUpL85dpbf3aWb0bCoUCO3bsYOPGjSSTSerqqli2rAnZPcx7Q88STR6iymygyebArKdO6lwajWUTPkIToWNTwshs1noGCzZ+5o/yaCBCVNFospr5VJ2Pe2u8J40MQjH068WeABt2jbL5WAQhYF69m1sX1nHzgroPFMd+OiQLSfoiffRGeotTtJehRD/NZp05Vo25Npl6UwFZgqxqpi/ajj+7hPLy1Sxvn8+l7b4zZofLJgv0743gPzxONqWQSRcYS+UJZwpE8yoJimRSShakpGLWo5Q8Xal0HDZZwms24bOaqLCbqXZZqPFYqfPaqffZaax2UOuzf+S+F3pOJfnGEOObDqM6QshLVJiVJlcYKoW95fOBafsYja5SZrcimdRSIpTM5qqPPNztRAgh+I83DvP3Lx9kTUcF3/nU0gtqPDzVDyhfiHA0FGV/IMX+oMqhsMyRiI1odvK577XGaHQN0+QaKZU+WxRZEhgMzknlz3ElkMmLyVxeIoXMZl9JIXS2JMxHgWx2GH/glwT8T5HNDWIwOKiqvJ7a2jtx2JeQjhWm+QklJxRCiUiO9Hj+pPpsdiNWn4GsPUHQMMIRrQ+/NEjSEsPhNbO0fnHRWLtmxYyDM7ouGJggiHpG4uwdLiqJkrmi6bHJUCSISibV9R7m1LiwnCdJ+V84PXK5HM+/8Tx7tu9BUiUC9gDOTiefuuRTLKpahK4XiMd3EA6/RXj0NTLaEQBMig+vby1VTVfj9V5WSjZxwTG8HTb/B+x7GhDQeTNc8hVouuSUnWIhBInkHkLB5wmGniefDyDLVioqrsTpmEMqfQB/4hgbc9VsYRV7WYgqmaiQklzhiHJjhY01Ve047C2nDWc/F2QPRIk+egAEeD85B9sc7xn30VIFoo8eIH94vDjIt77tlBlt+/p+xdiPv0HF83l0j4XGf/pnYrYy/ufj23hbqaNLHiB8+WKGTDa+3FjJN2fVYp5C+uUUjT99ai9P7RxhliXF5bZBvvS5T59z32smf6OTUMjAI5+AgY1wx/dh/l3ndIwPglAiN42c3jsSL/kvShK0VjhKdi3z6j3MPU0GRV3TGTkwXvRA2jVGPq2imWX66kzsbTRRObuMzzZXcmNFGaazUOcJIdg9HOfFvX5e6PEzFM1ilCUuba/gxnk1XDu3Bq/jw/On/VA8jS425s52iJ/+8yxU8qiSimoQqGdhGm3AhFG2YTQUiSajxYfRXD5JLk2UxlI5ff5c/CDOBKFoZHoi09VHc304VtRiafMgBPRH0sUbe7joQbRvJF6SS1tNMnPrJjyI6pwsKFeZZR7HkA6erFg6vpweO/lEJAM4q8BVA65aVFstWVMjWUM1WamyaPqtOcnmTMXGe1IhlyqQSRbIJhW0Kcyw2WagvXqQruR/UO0JI93wNzDvTgQQCD7DkcN/R74QpKZ6PW3tf4zVUsOBQJLvvX2UDbtHQOjc1pDHmzxCPpuhvb2dK6+8krq6ugt23T9uEEIQHU2XiKJgfwIEuLxWWhZW0Dq/grrZZRfdFP1CIpVXeWrHMA++18+RsTSyWUZpcPCVy1r5k+6GU3ZkhBAM7N3FjheeYXj3XlZU3kCDfQ5SvYWazyzE4J78//mPxHntwV7ioSzzL29g1e1tmCzFF2koE+KHe4tkkS501rev5wsLvkC9s57YY78g8Bd/gX3ZMhq+/Z8YnM5px98W3MaTh57klf5XKOgFFlQs4K7Zd3FF3RW89MJrvLRniJCtiSNZG1lFp9pt4eYJomhhg+cDddI0Lcf4+FaisY3Eou+RTO0Dih3D8vJVqK513DnQydU+D9/vqIDvrEYkA6iqysP2L/DJ3/8LrFYrmpZhbOxVAsFniEbfQQgNp6MLd+BSbDvmYa9txnvPHIzlFy7LoD+e5Yltwzy2bYjhWJYyu4k7Fjdwz/JG5tRMNCSFKD6HTvRLGtsP+cRkZfaKKSTScd+kLrCfuYF1ttC0DAcO/iV+/+N4PEuZN/efsVrrpnyeJ58fPSHbWDGMLJ32MzjkYGiwm3zeicMZoalpL56KKGWuWThsjRM+QpMG01Zr/YxhRgVd58VwnIdGIrw7nsIgwfUVHu6v87G23HXWI56BeI7n9ozy7O5Rdg/HAVjR4uWWRcWwyPNtZJxIEO2L7GMwOVj6vNZRO0091O3rxmv1oijjRKPv0T/6JuOxdzBSJAuDmQr6Ip1k5GU0167mso4WFjZ4zomwKRTiDPT/gsGjT5NNZTHLnZQ5b8RinEcsoeKP5wglcoxlCkQyBaIFlXFVIyE0krIgLYE44bJKApxIeGSZMpMRr9lEhc1EpdNCtctCbZmNOq8NX5l1wkPQhMVhxHgRVA5qNEf8V8fI7gkju8x4rmvBvqQKSZbQtBzZ3BDZzIkeSgPkciPTjM9l2VoKcbPbmrHZW0rzFkvthz6IpumCv9iwj4c2D3Dbojr+7q6FmM/wXjulH9A0X6AIyWyCYzEz/ePlDCbqGUo2MJyqI68V3xkGSaPOOUZLWYxZ3jTtFSpzKg343O4TCKDyCTVQObL80ZqbXijks2rJRygRzhL29xPxD5OK5iiky9Hy0xUHsizhcJuxGyUsWRWbqmO3GfDOKadyZS1ls8tPao8IITiWOFbKzLYtsI1YPgZAg7OBzrLFlMvdFFKtHPbL7BtJkJzILGc2yHTWukrk0Px6Dx3Vzv8iiD4EZLNZNm/ezObNm0v+fQtWLuC1+Gv84sAvSBQSLKhcwGe6P8OVTVdinHhm5NKjjO54jnDgddLuHnRTFgkjnrIl+Lzr8PnW4nR2fTDSWlNh/7PFJB/DW8DihiWfLoahlbfMuIsQglT6AMHgcwSDz5HLDSFJJny+dVRX3URFxVUYjdPDYFU1RSq1H/94Hy9HU7yeKmOH1oaCmTIRZYW0nSvsQVaWOSlzzcXl6sbh6ECWz/6dKnRB8o0hEq8OYKp24Lu/C6Pv7Ad1hC5IvDpA8o0hTNUOvJ/qwlQxub+q5tj48n/H9ePXsO2VkVZ20vEvP8YwYeEhhOBPfraJx3piLEztodBVwc7u5cy1Gvn+wg5m2SefdUIIHnyvn//zXC8uOc8NziH+8IufOucIjzP5GwHFMMOf3Q2Dm+GuH8Lc28/pGBcSoWSupG48Tib545P+dbMqHEWz7Xr3ROk5afBL03SG98eKWdh2jqFkVfJmib56E6OtNq5YUsf9jRVUnzAIqOuCnUPjvLjXz4s9AUbGs5gMEpe1V3Dj/Fqu6aqm/EMkiqbiN4I0WjBvkdi2bduk0W8hjUiMoMb7UZMDqKlh1MwoajaEmo+gFmIoWhJNUlGMEqpBQjVOTCYjqlFGNYiTGpInQpbNGAwuTKYJQsngwmg6TixNkkumaWTT5GcGw8wZJAqBNIG3h9B7IhgLOmMmeEYv8LSWZxyBxSjTXeeekuq+jLZKx7mPjGrKBIkUPNnUe2qIXCYyw5c3grO6SC45a8BVg3DWothqyco1xEMZDr7Vy5HEQlQslFVa6Lysnvp5YwwH/pZ4Yicu1zxmz/6flHmWTj8tTeOtTVt5++23oZDBr7lQqrv5zLXLWNtxekXKryM0Tcd/aLwUdpYIFx9MVc2uYtjZgkp89afPNvJxxJGxFA9tGuCJ7cOk8irNNU6Gqs1Y6hx8b34ra7wzj0IphTx977zJjheeITI8SIOvk5UVN2FUjXium8ggMcHQq4rGlg3H2PXqIM5yK1d+pouGOcWU9WOZMX7Y80MeP/B4iSx6YP4DNLimGxjHn3ue0T/5E6xdXTR+77skbbDhyAaeOPgE/Yl+XCYXN7fdzJ0ddzLL08F7RyI8u3uUl/YFSOZUrCi0WZI8cM0i1l8677x9pITQSCb3TSiJNhKPb0fXC0iSCY9nCV7vZXi9q3E55yLLRr7WN8gvgzHeWdlJ8yt/BDseBGADVzP73r+eMeNFoRBmZP+TjPY/Sc55BIREefml1Naup7Lyug/kl6JqOq/vD/HY1iHeOBBCF3Bpm497VzRxbXf12YcNCAGJ0RnIpANQmBKq46g62Xy7qhNs5ef9HQKBDew/8OdIkgGv97JSGFmhcCLBLmO11GC11iOZKuiJ+9kYPADRVurHl6BnJKqqqlizZg1z5849o2S/P5vn4dEIj/qjhBWVBquJT9X6+GSt76QGxbmiP5zm2d2jPLN7lMOhFAZZYk1HBbcurOPauTU4T6HsOE4QHfcf6o30nhVBdCYIIchkjhEKv83A6BsUMtswSDk0XeZIvIXD8W7M9kuY27yStbNrTultlsuNMjT0E0ZGH0XT0pSXX0pz0xfwetec1bNS13TyGZV0soA/nGEknMY/niMQzxE8rmLKKUWSSdPIzeAiaRLg1KXiJCTckky5yYjPaqLSbqbSYaHaY8XpMmF1TJmcphLRZLGbzuqZkR9IEH/uKIWhJKY6B56bZmFtKzv19ysZc59syp3NDqDrhdK2RWPuBuy2Jmz2ojn3cZNum63hghMmOUXjDx7byZv7j/HAZeV8/pJyVDV2Cj+gaMkXaCY/oETeyVCqiZF0B8OpRgYS1Ywm3egTDTiHWTC7UqKzxkp3nYf5DVV01tViNf16KHRPBSEEmqKjFnRURUMt6CgFDU0plvm0OsVgerIsZNVp9Rw3mXZ6TRhtY+iGHhR5JyZ7mDJXNRXji7Dvm4dBt2GdXY59WQ22Li/SWQxc6brgaDjNnuEYGwd72B3eTqDQA9YjSIZiO8ek11BvnceSymVc13YZyxqbzkge/hcuLDKZDJs3b+b9998nn8/T2dnJunXrpmUKzSgZnj78NA/3PcxQcoh6Zz2f6voUt3fcjsNUJF70vEbi3QHGdr9JyrObbGMfWWNRhWQ2V+HzrcXnW4e3/DJMprM0uc+Ow46fFsPQ4kNFgmjll2HRfWB1z7hLOn2UYOg5gsHnyWQOI0kGyssvpbrqZiorrzn7Y08gUcjwvP8Iz4XGeTdtIy+MeIizTGxmBZvolg7idrThcnbhcnXjdM3F5eycUWml51Sijx0g1xfFvqiSsjs6TqkUOhNyB6JEHzuA0ATld3Vgn1/J2Nhmep78XSoeTGFIyJT/t9+l5oEvz5id9c+f6eHhzYPcWBZDJHp4cc2tCJOZ/1nt5LfnT28/bj4a4SsPbyOZyXOtJ8Bff/kT5+wje0Z/I4B8Ch6+E4a3gq8NTDYw2oqlyT5RHp+3Tlk3URpnWHfitkbreYVpjSXzRS+14UlV0ugUIqnFZ59Gds+t95Q8OjVVZ6gvyqFtIQ7vCqHndTJmiYMNZtzzy7lzeQPGpMKLPQF+1RPAH89hNsis6SgSRVd3VeOZIYz3w8ZvBGnUVDlH/Mnd36GiwUnNLA+1bR5q2jy4vKcZORcC8snpypsppUj60VN+lFwIlUKRUDJIRULJKKFabag2J6rVimI2o5oMRYWTpBW31zPoonDq4wMgYzS6QXZQ0OykFBvRjJlgykg8b6WgWmlUXSwSbmqzdiTdDrXVVC6dhautAZPJfUojxAsKtTBxnWbwWZq6nI1N36+yk8K1/8zhUDMHtvahux6krHUjQvXgdX6F+Us/g2lKh0jXdXp6enjzzTeJRqPU19ezas063g3I/Pi9foKJPJ01Lr64dha3LKw7p2xTHzfkMwoD+yL07w4zsC9KIatiMMk0dpbTsqCClgUVODy/fiObmi5480CIn7zXzzuHwpgMEjfNr0VqcfHzbIqFLhs/nNdKg/VkljwVjbDr5RfY/eqL5JIJqlraWNV+O9ajhqI58yc7MTdMvoSD/Qle+0kvsUCG7jV1XHZnO2arkbHMGD/q+RGPH3wcVVdLZFGjq/GU5514/XWGv/Y1xitt/NldCmMOlcVVi7mz406ubrqGnuEsG3aP8mJPgGi6gMti5Lp5NdyysI52p8ovn3qScDjMunXrWLdu3VnH9RcKEUJjLxGNbiQW24SqFlUhTmcX3vJL8XpXU1a27KRQhz3JDNdtO8iXG6v4n9pu+Pm9CCR6pdns6/w6n7jnnpOOVRrdem0Ag8eC7Q4bUcNrBALPkM0NIstWKiuupqbmNrze1cjy2b2gBiJpHts6xBPbhwkl81S6LNy9tKgquqBmtkJAfPhkv6SxA6CkJ7dz1kxXJFV1FbO7Wc+uoZjJDNC3/5vk84Fp2cYmlUJFk+mkkubHPT/mZ30/Q9EVbu+4nS8t+BKV1kr27dvHO++8w9jYGD6fjzVr1jB//nwMhsnntaILfhWO89BomLdjRVXRtb6iqmid14XhApPEQgj6/Ek27C4qkEbGs1iMMld1VXHN3HIqfCEOx/vOSBDN9c2ly9d1VgTR2aAY6rCTkeCb+ENvISkHkSRBWrHTG5lNILcAn28Ny9u6WdHqRVYPMTL8Q4Kh5wFBVdWNNDU9gNs174Kcz6mQLWgEEzlGIkWCaSSSwT+eI5jIMZYuEM4WQ+XUGdpEdp0SsXScZHKJSbLJZzFSbi+GdlvsJqxO43SSyTFJMonBBPl3RpDieWxzK/Dc0IKp8txCoSaNuacQSlPUStOMuZGwWmqLKiX7VDKpecKY2zFRp4aijM+o/Jm6LpePEE4EschJjPLM4e8n+QGZvRgMPkLZKvrHyzkatXMobORgSGcsNUmC1JfZpqW3n1vnpqH8Qza11Y4TOTpqQSsROcV5HW2C3FELWmmbqdtPrp/6mTZ9eWKbs4HJaij5CR33FHIfN5z2TZpMQ/EZURhMMr69h2B0A+PV76A4AshYqPReS13T3ZSXXzJju1PTBUfHUtPCPHpHJ83DLUaZrtriYOfcOidOd4igso9twS3sCO4goxY93TrKO1hRs4LlNctZVr0Mj+Xjk0HvNw2ZTIZNmzbx/vvvUygU6OrqYu3atdPIohOh6RpvDr3Jg70PsjO0E5fJxV2z7+K+rvtKGWe1VIHkG0OkNvtRLXHUlUNkq3uIJjaiqgkkyYDbvQifbx0+3zpczu6TQ74iR+D978DOnxXf782rYdVXYPb1IJ98/2WzwwRDzxMMPkcq1QtIlJWtoLrqJqqqrjtjoouzRVrVeC2a5LlQjFcicbI6eOQCq4wHWKq+xmztPYwU73mbrRmXay4uZzcuVzfWbCvJR0Oo0RxlN7XiuLTuAz+b1PEc0Z/tJzcaJnjJM2jv/gr3s0Z0n4dZ//l97PPnn3JfXRf86S/38ujWIb5yWQNtqT38DW6GappZPjbI/+tuYc7c+aVz9Mez/PaPNtMbzLDCGeV7v7eeMs/MxN1MOCt/Iyj2zd/4FiRGQM2Bkin6HinZifkp67STw2XPCib7CQTTiaTUCetOQVxFVAt7x030RCR6wjp7Q3lG4pNWBM0nEEnz6jw4TQYG+6Ls3OxneE8YgyrISIJDJo1DVp3Wbi+3LKzjqq7qM4buf9j4jSCNFsxdJL7/rafwH4kT7E+g5ot/WGe5hZpZRQKpts2Dr8GJ4VyJBiGKBmvTCJMTjaon5vXpnhW6BKrTi+quRHF5UR1uEkYbY7qRkAKhgko4r6BIKlZTDocpS7m1gNOcwyxnkMnMfE5TYJAdU9RNM6iaTFMVUMV1pimKpws6gqjkJsmlQhJa1qLLMDT0E471/we6nsOYv52BjVeTGJMxWw20L6+m85IaYvlR3njjDcbGxqiurubKK69k9uzZpYdVQdV5ZtcI33/nKAeDKWo9Vj5/WSv3rmg8ZWzpxw3xsSz9e8Ic2xPGf2gcXRfYXKYiSTS/gsYubymk6tcN8YzCL7YN8dDmAQajGardFj61spnrl9Tx5wMB3owl+a1aL3/d0YD1hP9g4MghdrzwDAc2vYOu67QvW8mSNTdj2c6M5syaqrP1+WPseGkQu9vMlfd30jTXRzgb5od7f1gii25tu5UvLPjCacmicDbMM4ef4alDT+Hq6ecbT+hoZS7c3/lHMq55PLt7lOf2jBJM5LGZDFzdXc0tC2pZO7tymnKmUCjwwgsvsGvXLlpaWrjjjjtwu2d+meq6SjT6NqP+xwmHX0cIFYulFq93dVFNVL7qtA0cIQR37DrMgXSO9+dX4frupYhcnBROfmD6LF/4vT/E6ZyuGFLHc0QfPUChP4FtUSXlt7WX0rYKIUgkduIPPEMo9DyKEsNk8lJdfRM11bfhdi882ZRe0Xi5N8ijWwZ570gEWYIr5lRxz/JGruys+nD9YHS9OAI5E5mkTlEmuOtP9kuqnAOWc/NdyCgZHu57mJ/0/ISUkuKG1hv46qKv0uRuOuG0dPbv38/bb79NIBCgrKyM1atX453TxaOhOD8PRBkrqNRbTPxWnY9P1nqptVx8yXGikKA33MvLBw7x9v4Mx0a8aKod5BxGVw/VVUMsa3Ezr7KLbl/3BSWIzgaFQoRo9D0G/G8wHnsXI0Wl62iqmmTByRzvEXKqmc2B1WwKXkVWq8JqkrGaDBOTjNVomL580noZy/HPjTI28/H5ye0tx/czGjAZpLNq3AshiGWUolopUZwCiaJ6KTCexT+eI5TME8udbJ5slMAjG3Ah49TBroBNEbimKJmcuoRpIruLLIMJMEsSVo8ZZ50Tq8d8MtnkNGKZsnym0OZJY+5iZrcTM74pSnTa9iaTDxAoyjgwM5FhNLowmcpBLmevXyKYsrJ81iy6G5pPMos2m70UNAv7A4lp6e33+5NklWLb7niWrKnp7btqXZTZZ/7/lFQ5yslEjFLQphA5OppSJHdOJnVmJm5OXNa182sTG80yRpOhWJoNMy+bDRhNUz8vzpvMBgwmGVNpOxmzzYiz3IrFbjzjvaslC2R2hkhvC6CGskgmGduCSuzLqsiVHyUQeIpg6DlUNYnFUkt19W3kTdezP1w2EcIRp9efIDPFLqG7djKD2fwGD+2VzlO+FxRdoTfSWwpn2xXaRU7LISHR6e0s+iHVrmBp9dKSquW/cP5Ip9Ns2rSJLVu2UCgU6O7uZt26defsVbNnbA8/7f0prwy8gozMda3X8Znuz9Dl6wKKobWJVwbI7AohWYw419Wgzx8jGn+HSPRtkskeAMzmCrzeNcVQtpQB05afwsFfFSMa5t8Fl3wZaheedPxcPkAo9CLB4PMkEjsBcLsXUV19M1VVN2C1nNko+oMgo+m8EU3wXGiclyMJ0pqOxyhxhSvHGtNhOrVN5FI95HJDpX2MhTJcnnl4qhYUCSVXN1Zr4wcij6Lh99jz1n/D83Aca5+MtOoSOv71XzG4zty20XXBHz+5hye2D/NH183hs8uq+fN33ufnFi+eZIzPHdjMnVdeRdvSFUiyTE7R+Poj7/N8X4xWa4af/e411FWUnfW5npW/0blA14rk0TRyKXMCwXTCujMRUVO3V7OT9Z8losJFj97CXtFKj2hnr2hhWJ9s09cbxmkzhKjWQ1TqEco1D0ZtNplME+gmhCmPuy7O0k6drllmZIvtFMTVhILKaCs2CD4E/EaQRlOzp+maTmQkjf/IOIEjcfxH4qRiRSbSaJapbnVPqJHKqG51XzgTYV0vKm0miCSRHCU5Nsx4cJB8bAQ5HcRRCFMhYhil6Q0rgYRm8yG7a5HdtSU/IeGsQnWWo9ocqFY7ismAWkiS7h8lOzBKIRFDN2eQKnXwauiWLJqaRFETqGoSVU1wqkbccciy5QS/JtcJ5NIJn00hoUxGN7J86lG8cPgNDh76K7LZfny+K5jd8T+w21sRumDk0Dh9743S27OfpPUYqimF0+rhiiuvYPGyBadUagghePPAGN99+wibj0ZxWY381spmPndZC9XuC+fJciEgdEGwP1EKO4uOFtUQ3joHLQsqaF1QQXWL+6NNVfoB0edP8NNN/fxy5wg5RWdFi5fPXNrCtXOr6cvk+HzPMUJ5lf87u4FP1U3GQOuaxuFtm9n+/DOMHujFbLMx74prWXzdzZgDBmK/PAxA+R3t2BdWlfYbG0ry2k/6iIyk6FxVw+q7O0hKcX7U8yN+ceAXqLrKLW238MX5X6TRPTNZpAudzf7NPHHwCd4YfANVqCytXspdHXfRdNSF+MYfksbIH6/6IqGyGi6fUznB+ledNrMbwK5du3j++ecxmUzccccdtLe3lz5Lp4/g9z+BP/BLCoUxTCYftTW3Fc1HHbPPutHw4tg4n+vp52866vnsu1+DAy+iC/gh97Bs/ZdYvHjxtO0ze8aIPXUIBJTd1o5jcdUpai6qPiLRdwgEniYcfhVdL2CzNVNTcxs11bcynPTx6JYhnto5zHhGoaHcxj3LGrlrWQO1notjtHze0HUYH5ggkXonQ93Ch6Y3ADyNJ/gldULFHLBMJ97yWp7HDzzO9/d+n2guyhWNV/C7i3+X2eWzT3saQgj6Dhzk+ddfJx0KkrLY2N3YTt3c+XyqsZorfe4Lrio6jkQhUfIgOh5mNpScbMDWOeroLJ+LXV3ESKCWHUc1UnmNCqeZG+fXsn5RHUuayj+y0FghBOn0IcbC7zDgf4NsdpiYuAq/cj1pxUFO1cgpGnlFJ6doE8s62UJxvrRe0cipOpp+fu0VWQKryYBtgmiylAiok8kqy8S87UTSyjhJRBlliWxBI5VXSeVV4lmFWKZANF0gnCoQSuQIJvIlkmQqnCYDXrORMqMBl5BxplRsGQ27kLAbDFgUsCoC+RSpg00WQ0m1NDVUbnKaIJmcJqz2YmmxGSdDgtXkNGVSNjuIJBlOIH58U1LGlyPLZg6HknzmR1sZzxT47v3LWN1Rga7pBGJZeobj9I4k6AsmORBKMhifzF7mMBmY5bLR4rTSZDPTZLVQbTQiqeJk0mYmckeZUOWcx08vG6TpJM2JpM1M5E6JyJExTKw3mQ0YzFNInRO2N5jkD/0/JjSd3P4Y6W0BcgeioIO52Y1jWTW2BRWlQRpV0zk8lmLvUIhg6BXs2ss0OvYiS4LD4y1sDV5CRr6c2bV1pRH187JLmIKCVmDP2B62BrayJbCF3WO7UXQFg2Rgrm8uK2qLSqTFVYuxGT9m752PMVKpFO+99x5bt25FURTmzp3LunXrqKo6dZvgbDCSGuHh3od56tBTZNQMy2uW85nuz7CmYQ2yJFPwp0n86hi5AzEMbjPuq5uxL62moEWIRt4mEn6dSPhNVJEFIfCkwetcQkXXV3HVrJumQjquzg4Gn2N8fAsgcDq7qa6+meqqG7HZTj1IeDGR03TeiiV5NjTOS+E4SU3HbZS5zuth3dA4c/ZswdAURO+KkMrtJ5M5UvKcMxicuFzdJUWS0zUXh73tjGpvVU1y8NDfEHnzMcp+ZELOyhgW3oNrztX47u3COvvsQvU1XfCHj+/mlztH+OYNnXxpXRsbwzF+Z88RIkJizfsvc214kJW33knX6nXIBiP/+sJO/uWdEdxGjQe/cBkLm88+icrZ+BsJIT5elhy6PkkgnUgslYiomQirDHohw+FQhk1jBnqSTvq1CgZFDUEmf58GOcxcaZAGLYezUAG52Zh1G3Y5Spt1E+3WjdSa9iNJp3iRGa2nUEadQUF1SsXVTKF/NiSD4TeLNJoJyWiOwNEigRQ4Eic8nEJMtEi8dY7JkLZZHjxV5y5lFkIQSOTYM1w0qT4uz42mi+FpRllidnUx88OCeieLfBrtthSWbGjG0Liip1CIk1o5klz08ZgglRR5NunYXNKj1QjFgLFMxrHMh31lKwaXpTi6pqVLBNLUskgsTV+nKglUrbisKMV14gwhdpJkPIlsMhrdKMo44+PvY7e30tHxZ1T4Lp+237Fjx3j99dcZGhrCYXPhFe1k+51IkkRjl5fOS2poXVSJ6TSxvnuGx/nu20d5ca8fgyxx26J6vrh2Fh3VFyljw1lAyWsM9UXp3xOmf2+YbFJBliVqO8ponQg781T+ejdyVE3n5d4gP3mvny3HolhNMrctqufTq1roriuqax71R/iTg8N4TUZ+MK+FJe7i6GAunaLn9ZfZ+dJzJMZCeKqqWXz9rcy74hpMBjPjzxwhsyOEucmF995OjBMhppqms+NXA2x7vh+r08Tln+rE1QE/7vkxvzjwCxRd4eZZN/PFBV88SfFxHGOZMZ4+/DRPHnqSkdQIZZYy1retZ0XF9ew8YuHZPUXPl1nJAH+7+ftYZaj93veoWLzgnK7P2NgYjz/+OKFQiEsvXUFXd4Jg4AniiZ1IkgGf7wrqau/C57v8rEPAjqOg66zbsh+jJPGmaRuGDb8LwGuGyxlpvpP777+/9PzS8xrjG46Q2R7E3OjCe++cczJbVNUkodBLjPh/STz+PhKCI+MtbAkux1V2HXcsm8dlbRXn7eH0kUHXINY/oUaaYr4dPgjalOdd40pY+lnUrlt4ZuBlvr372wQzQVbWruT3Fv8eCytPHvk8EUO5Aj8bjfBzf4RgXmFhOsZlQ4fQQ34cDgeXXnopy5Ytw2L54IrPeD5OX3RKFrMZCKITQ8zKrdMblTlF480DYzy7e5RX+4LkVZ36Mhu3LKzj1oV1dNVe3LTgFxuKdpxEmkImKXqJfMqdQDLlJ+az0z7TJwipKevUGepUNNTzJKkkCSwGGatJxmiQMcpyyYJBFwJNFyiaID9BjJ14FBlwWYy4LUbKzEbKjEWSySPJeJBwazJOFYx5nUJGJZ9RyGfUUxIrkgQW+wxE00QoHTCzOmdiXTxVYGAsRVoSFKwyQaETQCUk66Sn9Bc8mkSlJlGlycVJl3DrEtIJBNgZiZspKpxJIudEUuc4kVNcnlTqTBA5Zvnclem/BlBCGdLbAmR2hNBTCrLLhH1JNY6l1eCzciiYKmUQ6hmN0+dPkJsIhbObDcytc7OkQWW+933c4mWU/FFk2UxFxTXU1d6J17v6gtsm5NQcu8Z2scW/ha2BrfSEe1CFilE2sqBiAStqi5nZFlQuwHIBE9T8piCVSrFx40a2bduGoijMmzePtWvXfmCy6EQkC0mePPgkD/c9TDATpMXdwv3d93Nr261YjVbyR+PEf3WMwmASY6UNz7pyrMnHkbb9AJEeI9HUQWTOfCKmKInUPkBgMnkpL7sEo8lNJtNPPL4VITTs9rYJougmHI62C/o9Pijyus7b0STP+qO8GIyTNIBDwLVVZdxSXcYVXjdmCqTTB0km95FM9ZFM9pJK9aHrxQEtWTbjcMyeIJKKiiSns7NkVRCOvEnfvm9ifjqC6wUDSlUl7d/+NuaqViIP96GGMrivasJ1ZdNZDUyrms5/e2wXz+3x8+c3d/Pbq1sZV1S+vn+Q58MJZo8Nc9ULD1Njt7LsptuZf9W1PL/1IH/6/DFUycD/u3shty2Zue09E36650H+386/57M1n+AqlpCIjJEYC5EMj5GIjJGORaloaKJp/kKa5i+ioWseZuuvT99J0XTeOxLhxb1+XtoXIJZRsJsNXNlZxU3za1k3pxJFFfSMxqeF9A5EJiOM3GaZMk3QmDZQq8rUmWDRbI2uthw1viSSOoMiappaaqZ1U5RW5wHpfyd+/UmjpqYm8c1vfhOTyYTRaMRkMp00TV0vIZONa6TCBeLBPOOBHGpOIAkDVruZ6qYyamd5qW/zUt3qwXSCuiBYIojGSz92OFXsbBhkiY4q54RBdVGa21XrPnsT2OPQVEgfJ5Vm8l06blIdRhcWsvplpNXrKYhuQMFm2YnDtw9LZR7JXVMimibL2qJh7Jlky1r+BHJpOtmkqMkTPivO67pCff0naWz49LSsAkNDQ7z++uscO3YMl8vFunXrWLRoEUajkfhYhv2bAxzYFCAZzRXD15ZV07mqlppZ7lN2VgYjGX7w7lF+sW2InKJzVWcVX1w7ixWt3g+lg5Mez9O/t6gmGtofQ1N0zDYjzfN8tC6ooGmuF8vHwMDsgyKcyvPolkF+9v4g/niOhnIbn17VzCeWNZbCAgq6zp8fGuHB0Qiry5x8Z24LFWYjMf8IO158ln1vvoqSz9HQPY8lN66nbekKZNlAYShJ9NH9qNEcrisacV/VjGQo/naR0RSv/aSPscEkHcurmbe+gkeOPcRjBx6joBe4edbNfGnBl2YkizRd473R93jy0JO8OfQmmtBYUbOCK+pvIR7u5IU9Y+wbTSBJE9mlFtZxw7waXGE/A5//PHoyReN3v4N9yZKzvk5CCMLhTbzw4vMcO2rC7Q6yZMkIrbNuoab6NiyW809r/92hEP/r8ChPNhu57OfXINQcfuscfqzczFe++lXKy4skwLTreXkj7qubkM6hAySEYO9InJ9vGeLZ3aOYGOOG9h5W12/HwlEkyYjPu5aamvVUVFyFwfDr8zI/JTQVYseKZFJwH3rPE7yUG+U/vOUMGA0s8HTweyv/mEtqLzltNaoueDWS4KejYd6IFo27r/K5+XSdjyu9boyyRH9/P2+//TZHjx7FZrOxatUqVqxYgdV6dmrJsyGI5lbMLZJE3u4ZCaIzIZVXeXlfgA27R3nnUBhNF7RXObl1gkBqqfgIwkSEOC8Dy48KqqaTU08mk/KqRrYwM+GUP2H77JT5/InklqqRLRRJrXxBZ5aQWIURHTiARg/aWQS5FyFLYJVlHLKMU5bxyDIeyUA5MnYkrLqEWROYNDCoAoMikBQdSZ1oA0qAUUY2SihGiYhRJyQLRnSVYVUhLgu0iZ/OANRazTTZLTS7bbSV2WjzOvA5LZgtBqxWIxaroUTuTCWFPgpVzq879JxKdk+Y9LYAhcEkyBLmOeVE29zsNuns9SfYO5Kgz5+goBYJIofZwNypXhz1HlorHBimdECFECSTe/EHniIQeBZVHcdsrqKmZj21NXfgdJ5ehXm+yCgZdoR2sCWwhS3+LfRF+9CFjsVgYVHlIpbXLGdl7UrmVszFdI4DM79JSCaTJbJI0zTmz5/PmjVrqKw8/zbI2UDRFV7pf4UHex+kN9JLuaWcezrv4Z459+Cz+sht3EH8NT9q1oNZ2o+nZR+Wq9fDrMtLz/dsdojBwR8wFn6VfD5QqttsrprwXrwdj2fhh+Preh7IDyaI/qyPXEZl/82NvOqBF8NxooqG3SBzjc/NzZVlXOlz4ZjwOhRCI5M5RjLZSzK1r1gme1HV8YlaZWy2JoRQKQSGKfuhBesRgbZ2Ld3/9I/IjglD8oLG+C8Pk9kZwtJRhvfeTgxnEVWjaDq///OdvNgT4C/Xz+XTq1oQQvCwP8KfHxrBJnTu2f0Wrvdexep0sfj6m8nWtPPNF/sJ6U6+sLqFb9zQhSwJ0uMxEmNjJMMhEuExEuHJ+WR4jFwmxZuLwwxWZ7hhczW1KScuXyWuikrcFVXY3G6CRw8zeqAXTVWRDQZq2ufQNG8hzfMWUjt7Dgbjx+u/XVB1Nh4O88JePy/3BolnFZwWI1d1VXHDvFoun1N5Ri4gnlXYNzJJJO09gUhy6RLVqkS9ycSKjgquWFVPV/d5JIgS4gR11AzhferJxJN0xTd//UmjuuY68ZVvfgWDbkDWZSRdAh2EKtA1HV3VUVWV8zpXQfGhJBnQkMkImZwOKjIaMlazBbfdQrnLRqXbQVWZHZvFfFrSaqbPjEbjWZvnTsMJJtXKSIz0QVNRfaSZMRrHcJhewa4/h0FKTN/XYJ4kkZzVJ5BKU0qr5wM31P1+P2+88QYHDx7EbrezZs0ali1bhmmGDCbHw9f2b/JzZEcItaDjqbLRuaqWOStrTmlwHk0XeGjTAA9u6ieaLrCwsYwvrZ3FdXNrpjV0PiiEEERG0vTvGePY7jChgWLH0F1hLYWd1XaU/caMUu4eGufBTf08t9tPQdNZ01HBp1e1cGVn1bTr6s8XeKCnn+2JDF9prOKbrTWM9u5hxwvPcHTnNmTZQOdla1lyw61UzyqGbQldkHpnmPhLAxhcZrz3zMEyq2h8qeuCXa8M8v6zR7HYjCy8u4q35Od59MCj5LU8N7XexJcWfolmd/NJ5xxMB/nl4V/y1KGn8Kf9eK1ermm6GUfuUt7dL7F9oGjavqixjFsWFtOQ13im31eK38/g5z6PEgzS8G//hnP1Zae9TrncKH7/U/j9T5LNDWIwOMllb2X7dgtGo4nbb7+d2bPPvxEdVVRWbe5jqcvCI9u+CiPbUEwu/rlwD6uvu4NVq1YVza7fHibx8gAGl2niepad9THiWYVndo3w8y1D9PkTWE0yN82v494VjSxrLoYpJVP7CQaeIRDcQD4fwGBwUlV5HTU1609pkvrrhEA6wLbgNn7c82MOxg7SLtn4/eAIl6dTSE2rYOlnoXt9Ua47BcMlVVGUQEGhxmzivjov99X6ZjR+hyKJ/s4773Dw4EEsFgsrV67kkksuwW6fNDY+kSDaF97HcGq49Hm9s34yg9l5EkRnQjRd4IW9fjbsHmXLsaKnzcIGD7csrOOWhXUfPDS4lMlzYjAkMTWb5+jk+lwczK7iO2nGyX2az8qKaZoNH25q+Q8Tmi7I5lTSW/0ob44gsipKVznxZVXEZEEwWQx7CyXyRNN5ohmF8UyBRLYYJpcpqMwkjjLKEgZZKjUDhCiSo5ouOK6WP1O22fOBUZYwGWSMhmJpMkgY5WJZXD9lXp6yzbT1U7c/l3qOb3+6ek533LPzwbpYEEJQOBYnvS1IZm8YFJ20y8SucgMblBxbQykKWpEgclmMzK13M6+u6D80r95Dq89xTipSXc8TDr+JP/AkkcibCKHhcs2ntvZOaqpvLnpaXSQkCgl2BHfwvv99tga2ciB2AACb0caSqiUlJVKnt7OUJv43GYlEgo0bN7J9+3Y0TWPBggWsWbOGiooLYwZ9thBCsC24jZ/2/pS3ht7CJBm4Wbfy6ZGDzBJWMrXfIOFfipbSsc4px3FNDUnzdoKh5wiHX0fXc1gsNVRVXo/D2UUuN0o0+jaJxC6KKqRyvN7VRS8k35oLZnb9QZHa4mf8mSMY3GZ8n+rGXF8MdVd1wXvjKZ4bG+f5sTgRRcUmy1zlc3FzZRnX+Nw4jNPbT0II8nk/yeQ+AoFnGQu/grlHoexBI1IB4vdq6Ouqpxhud+F0zsViqSWzLcj4hiMYHCa893VhaT6zaXVB1fnKz3bwal+Q/3v7fO5bWRyM3Z/O8jv7BtifzvFbNlj6yhP4e3YhG43Yahs5NK6hKyqVUgZrIYnQpodWWx1OXJVVuCdIIVdFJYZyJ38y/HfosuDxWx6n3Hayd6JSyDO6v4/Bnl0M9uwmcPQwCIHRYqGhax5N8xbSNG8hVc2tSB+Sr89U5FWNdw+FeX6vn1d6gyRzKi6LkWu6q7lhfi1rOirOXTRyAhI5hX0jCV47FublQ2ME/CkKhcnr60aio8zB0g4fl3RXMq/BQ5Xr4ti1/EZ4GrnaXKLjLzpQ9JPNJUsQICHhkBy4DC7cRjcO2YHD4MAu2bHJNmTNQiEnk8lKZFICLQWWgoxTM+DQDRiQkYWMZASjTcZilZBNAl1oqKqKoigoioKmzZwR5Ew4kVg6E9F0uvVGyYA2kEbtHUeMZjHIBlwdDso6VKyeMaTUDCFxySDk4zOcmG0GMmkGkmkGQ9mxsTHeeOMNent7sVqtXHbZZaxYseKswzEKOZUjO0Ls3xRg9NA4SNDYWU7nqtpThq9lCxpP7BjmB+8cZSCSodln54HVrdy1tBHbeaa21FSd0YPjHNsT5tieMVLRPEhQ3eKmdWEx7Mxb6/iNGQHNqxov7PXz4HsD7Boax2E2cOfSBj69qoX2qpPTsr8XS/HFff1kdZ1/aK+j7cAOdrywgfBgPza3h4XX3Miia2/EUTbZcNQSeaK/OEj+8Di2+RWU396OPKHIigXSvPZgH8FjCaoXWzg6fxNPHPsFeS3Pja038qUFX6LF0zLtHFRdZePIRp44+ARvj7yNLnSWVa2k0XQFB481s+VoHF1AV62bWxbWcvP8ulOm8y7VGYkw+NsPUDhyhLp//Afc11wz7XNNyxMOv8Ko/wmi0XcBQXn5Kmpr76Kq8joMBhvhcJjHH3+cYDDIpZdeylVXXTUti9bZ4s8ODfOj4TA7xStUv/1XCOAXlvuI+xbzwAMPIJIK0ccOkD8aP+l6ng5CCLYci/LY1iGe3+snr+rMrXNz74ombl1YV0oZevJ+GrHxLQQCzxAKvYimpbCYq6muKSqqnM7Oj/3/QdEVDkQPsHtsN7tCu9g1totAujiq2ehq5KuLvsr1LddjyMZg1yOw/ScQPVIkIBbdh7bks7wm1/DT0QivRxII4Aqvi0/XVXC1r6gqOhv4/X7efvtt+vr6MBgN2GfZ8Vf42Zc8PUHU7ev+4EaS54jR8SzP7Rllw+5RekaKKr2VrV5uXVjPjfNrppsR6zpko5CYQvwkpxBCx9enxzgpNko2FjPhuSYmd13xuhdSRfLoVNOZzGvMziKJZDkdwXSayfDxGt08FfScSuKNIVLvjiDJEq51DTjXNpw2vbOuC6KZwqSJdzx/kqF3KJkvhd6fiLoyK+2VTlorHAzGMryxf4yFDR7+8Lo5GGQJVROouk5BLZaqJiho+pT1OqouUDWdglYsVV1MrJ9p+xPrmbp9cX9FEygT6xVVR9GP73/x264fCuklSzgVgSun4cjp2DMqtqyGYyyHLa2SleBVFJ4VBXrRcFmN08ih+fUemr32CxpmnC+ECQY24A88RSrVhySZqKi4itraO/B5155zWPa5IpaLsS24rRTOdiReTPvuNDlZVr2M5TXLWVG7gtnls2f0U/l1RTweL5FFuq6zcOFC1qxZg8/nO/POFwv5FOx6hP6t/8lDYpxnXE7yksTqmpV8ev5vs9y7EP/mFwj4nyXl24ZuzGEyeqmqvpHq6psp8yw9KbOaosSIRIpm2pHI2yhKMVmCyzWvlJHN7VqI/CEThELRiT1zmMy2IJbZ5XjvmXNKhY8mBJvHUzw7FueFsXFCBRWrLHGF183NlR6urfDgmiCQCoUwBw7+b0L+F3A+48H9apZsVQVV/+/LaDUpkqleksk+MpmjHPexNRrLcLm6sNMB292YgnVUrl2Fa/XpTbeFEMSjMb7y6G7eG8rw1Q6VZYYgifAYkWiEp5rnsW32EqpDI9zy2i8ojxevvZBl0mYPo8YKhKOc29fMo7O9aUI5VInZNnNb+2z8jaYil0ox1LuHwZ7dDO7dTXS02D6yutw0dc8vhrPNW0hZzQfPTHfKc1A03j44xgt7/bzWFyKZV3FbjVw7t4Yb59dwWXsFFuPFGzyNKyo/HRzj4T2j6EeT2KIFUgWVqCw4Hsld6TCzoKmspBSdX++h6gL4/v5GkEbHPY0KWoFkIUlKSRWnwsQ0sZwsJEkraZKFJNFsgkBynGg2QaKQJKdl0MkiGc6cvk8SEmbdikmxYdGsWIQNl8VFudOD1+Ohorwcj8WNTbIVJ9mGBQtmzJgwYRImDMKA0ESJaDpxmkpCne6z84GMhNFgxGw1YzKbpxNQBhmTpGESCkY9h0nPYtLSmJQUJiWOKT+OKR/BqGUwoWBCnZgUTCYzRocXk6uCrL2et7Md7BlKYDKZuOSSS1i1ahU22/mHscTHshzY7Gf/5gDJyJnD1zRd8PK+AN99+yi7hsbxOsx8elUzn17Vgtdx5ixFubTCQE+EY7vDDPZGUHIaRpNMY7e3lPHM7r742Y4+TATiOR55f4BHtgwSThWYVeHg06uauXNpw4xZ6oQQfG94jL88MkqT2cjX/H1Ef/U02UScyqYWlty4ns7L1mE0T79O2d4IsScOIhSdslvbsC+rRpIkhC7Y/foQm585imLNEFq3g5fiG8hreW5ovYEvLfgSrZ7WaXX5U36eOvwUvzz0S4KZID5rBd2uq4gFF7H1kIyqC2ZVOLh5YR23LqylvercPK+0eJyhL/0O2b17qf3rv8Kzfj3JZA9+/5MEghtQ1ThWSx21tXdRW3vHjEaMiqLw0ksvsW3bNhoaGrjrrrswSxA6doRY0I/V7sDm9mD3lGFzu7G7PdOkt4czOS7fsp+vW8f4g5fuAaFxoOIGHot288UvfhFP2EjsqUMnXc/TIZzK8+T2YR7bOsTRcBqnxcj6RXV8ckUT8+rPLc2xpuUIR14nEHhmYpRZxeGYPWGgfQtWa9051XexEMvFphFE+8L7yGlFD4EaRw2LKhexqGoRiyoXMcc75+RRaV2H/ncY3fk4jyRNPFJ9A6PWKqoklfsaqrmvvoom29kR4vF8fFp4WW+kl3j0/2Pvv8Mkuc77bPiu1Dn3pJ6cdmdzwCLsIiwIgCIiAYqZkkhlUqJk2ZZsWZ/s75Vsvwr2Z8mf/EqWRYqkIIpJBEiCBMCInLEIm/PkPD2dc1c47x/V09OzM5sXicJzXXWdOpU6d1Xd5/f8ngwb0hvoKnRhSRZGu0Hv9l62dm5lU+TNB0RnDSGgkmNyYoSXDx7m5OlTSLk52uUUm/xF+l05QsYicn5+VVVRADxNEIg1DDy0Lw9ALC33NF18RRDLWhsqVbJnLEufHTqJ85Qy1zznhkqrYFRoZV99c88ZRrJM5gejlA4uIgccBG/vxbOz5bIKMFQMk4XsElCq0ORzsCEWIOjWMC3BH3/3CF9+cZyf3dnBf/vQNhznqdj2VoQQti+UYVnohqjDJN206pBpJcQ6F6x646CXYQi8hkWTCVEDmi1osSRakYkh04qE2uD5ZCGIIxjD4hnNJN3lZagrVC/33BP1vKkwP5c7WktfewhdT6JpUTt9LfYh/L4Nb8pzWCwt1k21983tYzw7DkDQGeSa1mtsiNR2LQOhgbf9QMdakclkeOaZZ3j99dcRQtRhUSTy5lW9XBXpSXj57+DVf7QHozt2we7Pkurfyz+fepAXRu5nUE2y0wsuyURR/ISrN+I6uBVPagP+azvx39qF4jv3/6UQFrncERKJp0gknyaTeR2wUNUgkcgNNkSK3HxZtgAXEka6TOKfjqFP5fHf2kXgvT0X/B9rCsG+TKGuQJqt6DgkifeEfXzQ9RLh+b+AhQLe/+PDO1WgeNNNbP+r/z+qZyWIMc0i+fyJFelthcIJLMuG/JLpwG324mnaiCzaMfIhSgkHucVUPW0stxjH0KsYksIjLXcw4e7ijvQz7PblCDTZ6WNHY338tTeGKcn8cUeIewNOXv/+93j51VeZCA/ylD5IVXby3z+8nQ/s7Djv6//qsa/yZy//Gb+36/f4pS2/dFHvey65yORhGyKNH9pPPlkDiE3N9VS2ri3b8YUv77dQqpo8dXKBRw/N8dixeQpVk5BH432bWrlra4zrB5re9POcJQRPJXN8aXqRZ2bTrJusMDSjk0+WmZct4g7BIsuehy1+53JFy1pVy4tVif9UQaOzRapQXc4PrBlVT6eXSzH3N3nZUvMg2tzuo69FQ0jlNWFTI4xK5tIkM2lSxSy5co6SKFJVSlSVMpZ8frWRS3Hhc/jwabXJ4cPv8OPVvPi05Xm/w79im6V9vKoXh+S4YNBULVcoTmYoTWWoZEsYsgUhFUIapoNzwinLOs+F9BqhYnCtdJgb1oXwbv8ArL99VUrHpYSwBDO19LXTF5C+JoRg31iKzz09zE+OLeDSZD6yq4tfu6mPnuhKX470fLFe7Wx2OIOwBJ6gg96tdtpZ54Yw6iWqld6usfT+3P/CGD88PIcpBLcOtfCL1/dy4+DZjY4LhsnvnpjkoYU0V2UX2PutL6BVivRfdQ277voAXZu3rroAE7pJ+tFRCi/MosW8RD6xAa3FPvFl4kUeu/8YI2PTjG9/kZfcP6Fslm1YtP0z9Af768cxLIOnp57mgZMP8Oz0swCsC+xCzu3hwMl2qoZER8jNPdtjvH9bO5vbz+6JdSFhFQpM/NZvUHrxFUqfipLaPYssO2luvp322IcJh/esGg1rfH9zi3Hmx4Y5uP8AR6bnEJaJa3oENb+Gsq8WTq8XTyCIOxDimFCZUxT+Qvs6rkqCk2zm26Vd7Np1PbvYRHV/Cq3DR+TjQ2jNZ1dPmZbg2dOLfP3lCX58dB7DElzdE+Zj13Rx97bYeavDXUhUq0kWFr7P3Px3yGReAyRCoWuJtX2A5uY70LTzS6SvRFjCYiQ9wv74fvYv7OdA/ABj2TEAVEllY3Qj25u3s6NlB9ubt9PmPXd5XlMInkjm+PLMIj9etFVF75ES/MLoV3jfxHfQXEHY8XN2+lrTuhX7ngmIjiSOMJ2frq9foSCKbiJGjAMvH+DgwYNIksTOnTu54YYb6p5Vb2joZcjPrVQCNaqDltLH9MKqXcuKlzkrxJQRIiFFcEc76eoZYHBgEC3UsZwK/SaDkwsOIaBaOLeSaQk4rQJRtckyzv0YqvsiUurOgE7OgF3V5BKiMp4l/fAI+mQOrcNH8K4+XAOhSzrW2aKsm/zbb+zn+4fn+PTefv7gjg3vPKP8NzmEEFgFHSNZxkxVMFJlzFR5uZ8ug7HyOlv2ayghF3LYiRR0IoIOrIADy+/A8KroEjhUmY7QxRd2eaPCsnQSiaeYnfsWi4uPI4SOz7eJWOyDtLXei8Px5qlh5gpzdYj08uzLzBRmAIi6olzTdk3dE6nb3/22ef/WinQ6XYdFADt37uTGG298c84TZ4vJl+GFv4Fj37P7m+6F3Z9FdF5NJvMa8wsPs7DwfarVRYTk5GTVzVPpEgmplY9v/Hk+2HYv0jMZCq/MIakK/r0d+G7qRHZe2HW3rmdIJp+tQ6RqNQ6A37eZSHQv0ejNBAM7r6gKqXw6RfJrxxGGIPLRIdybL/27bAnBq9kiP5o5RWD+v7HJepnU/g76vpxFMQXid36Hnb/2q2vuK4SgUiiQrXsHLZBZnCOfP01VH8HvMvCGK5T94wjNHiwTFlSzHqxSBMXqwOUcxO/fTKi5F0coyu//ZJ6Xx9P8z4/t4L4dywBoulzlt46O82KmwIdbw/z5+k7kYp4Hvnw/RxayPFXsZk6J8uH1Hv70U3txnEN5I4Tg9576PR6feJx/uOMf2NGy45LeOyEEqdlpJg4dYOLwASaPHKRcyAMQ7ey2U9m27qBr0xacnvN7MharBk8cj/Po4VmeOL5AsWoS8Tq4fbMNinb3R9HeJjYk46UK/ziT4KszCcoFnb1xwe5Zk8pYjnnJIhtSyUY0pk2dsVSxnobe7HeypT2wDJM6g7QFXGf93/upg0aZos6h6QwHp9Mcns5wcCrDVGoZEPVGPXVAtLUjxOaOAIE1FBSXEuWCzvxoltnhNJMjcaYmFyhaRapKGSVk4mmXcbYI1IgFHp2CUVihisrpOQrVAjk9R76ap2ic38JSkZQ6WDorbHL4Vraaj0DGjeeQAYfzULZQm914r43huaplTTmlaZoXpYISlsXmcJnAyKNw9Dt2+oHDB0N3wuYPwuBtoF5+lQs7fS3O8Rdm6+lrnUN2+lr/ztXpa6fmc3z+mRG+8/oMhmVxx+ZWPt7fhjpXZuzgIqk5+z2PdvjqaWct3f7LGpV9u0apavLQ/mnuf2GcY7NZAi6Vj13TxSd39543bet0vsgnXznOmAU3vfQTbjj2Mltv+Rl23nEP4djaIwv6XIHE145jzBfx3dhB8I5eJFVGWILDT0/z2EMHOBB7nMNtz1ARZe7ou4Pf2PYb9IeWYdFUbopvnfoW3zn9HeKlOEEtSti6kZGRTRSKQZr9Tu7eGuP929u5qjt02Rd8lmWQTD7DzOwDLM4+RujvBe6DMo5fvYXuf/PnqwCIZZmkZmdYGBthYXTYnsZGKOdt3ytJkvF39pAKNlM0LTYPDvK+29+HqVcpZjOUMhmK2QzFbJpSNksxk2Y2mWQ4vsiH3K9yTWCUByc2M1aIEHK0sKf5XgKOKMfSL3JK348r4McTCOIJBuvAyRMIUNE8vDBd4YfDecaLEm6fn5/d1c3Hr+l6Q6sNFovjzM9/l7n5hygWR+0qO9HbaGu7j2j05hUm+ZcbBb3AwfhB9sf3c2DhAAfjB8np9vsedobZ3rK9riTaHN2MS72wm++5is5XZxN8ZSbBdEWn2aHyibYIP98epcfttNUto0/CK1+CE4+SweJo91Uc6djKURWOJo+fExCdS0GUSqV49tln2b9/P0KIujfFJaUbWKZdlXMtr6BsAxAqJVfvqziXU8RWpCqf0Xf6sCzBK+MpvntgmkcPzZEsVAm4VO7cEuPeHe3s7o9eUY+5t1UIYRtGroJJ2XOrm1ZAp/MoiBXnpaXVuYIIR4DS0RyZH45jpiu4NkUJ3tWH1nT5gzmZks6v/+MrvDya5D/dvZFfu6n//Dv9CwghBFbRsEFQqlJry5jJ5b7QVw7KyV4VJexCDbvsNuKs99WwE+kyPTLe6qhWk8wvPMzs7IPkcoftwgrR9xCLfZCm6C1X9LxwITGVm2Lf3D5emnuJfbP7WCgtANDiaeHaNtsP6drYtXT4zq+aeDMilUrxzDPPsH//fgCuuuoqbrzxRkKh0FvzhEwdjj4EL/4tTL8CziDs+kXENb9OTkkzP/8w8wuPUKnMIctOotFbaG29h6boe5BlF8/PPM/9R+7nhdkXcKtu7hu4j4+3fpjQsyalIwlkn0bg1m6817YhXYSaQwhBPn/MBkiJp8hkX0MIE1X1EwnfSDR6M5HoTbic5x4wOufxn54m84NR1GYP0U9uPOeg3YUec3b2m5w6/adYlQrqgwM0PTnM6a5e/ujX/w0Lza1c7ZC4wcizPTWHvDhHNr5sNq2XSyuOp2haTSFk+wk1OTppGm/CUBcRN6QRXUkKxRPkc0epVOfr+7lcnfj9m1Cdm/lPPxrgwIzF//r4Tu7etqwaN4Xgr8bn+R+jc3S7HfyfTb1s97v5wfcf5YWXXmF/qZmDcg+9IsGfva+L696zF/ks1gy5ao6Pfu+jGMLgm/d884qoqi3LJD42yvgh2w9p+vhRjGoFSZJpG1hXT2VrX7+xng1RqBg8fnyBRw/N8sSJBcq6RZPPwe2b27hra4zr+iKobxNQtFaUTIuHFlJ8cWqRg/kSzTp8LKsyMF4hdTqDEOBtdSOv95MLawznSxyZznJqIVcHSU0+R12NtNTGgjZI+qmARj1DW8U9f3Q/h6YyTCSXQUt3xFOXYG3rCLK5I3hWf443IizTYnEqz9xIhtnhDHPDGfIpO/1Ndci09gWIDYRo6w/S1h9YVWHLtEwbLFUb0u30lSl3+WqDEqoGm85URRni7COfTkvjpuwu7knvZajUiy4ZHGoa4WDnKMmW4gplUyOQ8jl8+DU/XocXv+bH5/DhUs5CJ00Dxp+Fww/aow+llH1S2XgPbPkg9N18RXwizkxf01wK63a12OlrA8H6c6uWDQ6/Os/TT05gTBVxCwlLAn+Xl5272+nb3kTgIkqTv9NiMlnkn14c5+v7JsmUdDa0+fnF63v5wI6O83o+VYoFvvD0s/w3OYRsGHz0lR/xkat2sOWWn8HlXe11BPZJsPDiLOlHRpBdKpGPrMc1ZEtFs4kSD395Hz8ofIcjHc+gSxXu6L2Dz2z/DAMhu4yqbuk8OfkkD5x8gBdmXgAkmpRtxGd2kksOEvK4uHNLjPdvj3Fd35W5IS0WR5mZfYDZ2W9RrS6gaRFibT9LW/N9ZP/0frLf/R7hX/kV+NAHiI+PsjA2zPzoMPHxUYyK/RtXVJWm7l5a+gZo6R2gpbef5p5eNKcLwzD40Y9+xMsvv0wsFmPXrl0MDAysGiE0heBn9p1gXXwf/2ffb4OAl7t+m6nTXVwrbUI4JXJDBTJq0oZODcCpkElTzuVY0+NFssHRcjpcCE8wiNtvp8h5asvcNQDl8vouy2RwucrOd5if/x66nkRVQ7S23kVb630Eg7suCvAJIZjKT9UVRPsX9nMqfQpLWEhIDIYHV6SadfnPncd/Zpg12e+XZxL8KJHBFHBz2M8vtEe5vSmAo/ZeZCoZjiSOLKuI4oeYLi5XeukwLDb5OtnUexubu25iU3QTQefFpf6BnX7w/PPP141Nt2zZwk033WSXTBbC/k9d4RW0hpF0fn516pUk14ogrJUidnGVNtcK3bSriXx3/ww/PDJHoWrWwe69O9rZ2XX5YPenKpYqmpxL4bQCRK2xjbm231A9FAfCFcSyvJhFJ5bwIEeb0LrakHzhs6fVLU2ae9V3YS5T5pe+9DLD8Tz/4yPbV4xI/0sIq2zUlEE1EJQsLyuGUhVEZaXyXHKpqGEnSmQZBNlwyIUSdiI7f/rNmpcinz9RT1+rVuNoWpjW1vcTa/sgfv+WN/3/QQjBeHbcViHV0tmSZRukd/g6uLbt2no6W6u39U19bslkkmeeeYYDBw4gSVIdFgWDF39OuSJRTMJr98PLn4fsNEQGYPdvkh+8mvnU48wvPEypNIEkaUQjN9mgqOk2VHXta8UTyRN8+eiXeWT0EUzL5NbuW/lE9EP0vRigOpJFibgIvq8H97bmSxrI1fUsqdTzdYi0BElcrk40LYymhdDUIKoWRFODaFoIVQ2iacF6u7RMMlRSD5yidGjR9pD88PoLVkOdLbLp0xw79ofkS6/imO/G+b/L+ONpRtcPMtERZUR1cqJ3EycGtpAORpEsi56FSa5KTLPHyNMZCtU9hJbMpj3B1edYM1cl+bXjVEYyeK9pI3RvP5KmUKkukq9VbFtKbyuVxigbDv7na7/JaKaXf3/Di7x3Qwi/fxN+/2bc7h5ezhT57NFx5qs6/5/+dn6js4nvP/oor7zyCuXIeh6Y9uEyS3xU38e9d93C5lvei+ZYLRq4WH+jiw1D15k9ecxOZTt8gLnTJxGWhaI5cHQMMOFs59limGklSlPAzZ1b2rhzS4xr+yLvuIEuIQSvZYt8aXqR7y6kqQrBrS439yVlHMdzzJxOg4BIu5fBXS10bIsya5kcrmVlHZ7OcGohj1kjSVGvDZL+8Veve+dDI2dsnRj4rb9hoM3P9T0RbuqNsqUjsNKQ820SuWSZueEMsyM2RFqcyiNqH0qk3UvbQJBYf5C2gSDB5suXFgshqJiVFbCpMd2uETY5FyX6R5vZMN2Jy3Qw50rweHQfPww8xwKJ8z6WKql4HbbaKeAI0B/qZyg8xFB4iPWR9TS5m+xqbyNPwpFvwfFHbIm/O2JLWLd8CHpuAPny/njr6WsvznL6tThGxcQfcRHt8KFXDGZHMliGwOlR6dgUYcIl+Mr4AhO5MutafPz63n7u29H+hhqZvZkhhGAqVeLgVIZvvz7NY8fnkSWJ2ze38ot7erm2L3Le71l6bpZXfvBd/jat89z2G+nKJfjLZg83XHvtWUcOAMyCTuqBk5SPJXENhQl/eD2K32GnxD19gr998e850PwUhlLh9t7b+cy2zzAYtiurTWYnefDUg3zn9HdIlBO4pQjV9DVkFnbiVZp43+ZW3r+9nRsHm66IRNQw8iwsPMrM7ANkMq8iSQrR6Htoj30Yv/c6EhPTNhwaOY37u4/SMjbFeDTAkY4mNLeHlt5+Wvr6aekdoLVvgEhHF4p67ov/Y8eO8cMf/pB0Og1ANBplcHCQwcFBenp6eGAxxx8dOcah1z6Fq5Qg2/dzHD1xO51WFNfGiP1+nqEMHFss8I1XJnng1SkWsyW6PIJ7hwK8p9uDj3INLNUAU13ZlKGUSdelvGeGJMu4/YG6imkZLgXrYMkdCNrwKRDE6T27Kbxl6SRTzzE39xDx+I+wrDIuVxdtbffS1nofXu/Aqn0qZoWjiaMrIFGibP8neTUv25q21QHR1uat+B0Xr55K6wZPp/I8kczyeCLLfNUgqql8IhbhF9qjhOXySkCUOLpKQbQ5ulTmfiObsnGCB/4ZTnwfhGnD8at/GYbuvvD0rGphRZpYJTHO3MnXKMydxityRLUqXiuLtBYocEeWFUBn8w/ytVz2/+2FRlk3efz4At/dP8PjJxaoGhbdEQ/v3x7j3u0dDLW9cYq3f1GhrwGdKmurmkQ+hbkQR+RTyHIBWS4iWefxdZRVW7XkCmI5ApQUH6/O6uRMlasHO2iLhm2wpHnsVDrNY/fVhvkz12kee73qungfqzchrKq5MmWsDohqUKi0cmBOcigr1EHKEhiqQSLZ/S8HCl1oLKl67fS1n2BZVbze9bX0tftwOlvekuclhGA4PWyrkOb2sW9uH9mqXYm4J9BTVyJd3Xa1fY37BkQikajDIlmW2bVrFzfeeCOBwJuT6r0qFk/ZqqIDX7OVlX17Ke76MPOeDPPxRykUTgEykfD1tLbeQ3Pz+9C0Cwdb8WKcrx3/Gt848Q2y1Sxbmrbwc+EPsWtfD9ZsGS3mJXhnH851lz7oIIQgXzhBIvEU+fwxDD2DbmTQ9QxGrV0ylV4rJEtD1r04nGEcwSYbKK0CTgG71YKosh+9KFFMl8glEnUK3TxtAACmrUlEQVQPITuVbAElfJjmnZMgJEoPROl7sYAlSxzZtgllsJfgklqouRl/pJmZYIQnDZVHk3mGSxUkYHfIyz3NIe5uDtHmPPdAvDAF2Z+Mk3tiEi3mJfoLG1HXGCw3jDz5/HHmEkf519/WOJ3w8ls7vsT25oMAKIoXn28DeLfzP3N7eSzvZ2/Yy//a0M3zjz7CwYMHWX/dbfzVvjyJos7N8ae4WpnnqjvvZfv77lo12Hw5/kYXE5mSzo/3j/HsMy+RPn2UWHGKJt2Gw6rLQ8+WbfRs3U73lh1EOjrf0YNb8arOV2eS3D+zyExFp8Op8YvBINfMmszut61YEHaGzeDVLQzuaiHU4qGsmxydzXJoKs2hWvbWD//tLe98aBTduEU0fe5rZAx7NKfTpbEn5GNPyMf1IR89Lsfb9gOvlg0WxrLLaqSRLNXaBYjbr9kqpIEgsYEQLd1+FO2Nv6Cyqialg3EKL81RncyBKuHe0gRXBSjHRF3ltAI8Nfo96XlSlRSnU6eZLy7LHZvcTXWANBQeYkOgj56FU6hHH7JvrPSiPeq96QO2Aqnz2ku+gBRCsDiZ5/RrC5x6eZ5cslxf5ws7Gdrdxs739eCsXbzppsXDB2f4u6dGOD6XozXg5Jdv6OPnruu+YumLb0YIIZhIFuseXoenMxyezpIp2SkPUa+DT1zbzc/v7iYWPLeaSgjB1NFDvProdzl8+CCP3PYRRrvWcZ9X5a92bcJ1HlBTPp0i+Y2TWEWd4J19+K5vR5IlZuYX+POH/hfPKj9AVyvcGnsvv33NZ1kXXodu6jw2+RgPnHiAl+ZeQkJGLm0iF78arbqB2zbYqWfvGWq+7DKWS68xnd7H7OwDzC88imWV0KQBXObNmNlOEpPzLIyNkJqdtlUAgDsQpKWnj77RaTzPvYjrvbfR8xd/gXyBFQHXeg6JRILTp09z+vRpxsbGMAwDRVGYCTXxi/p3uC77IiXXXcxmfx3FUgjd00/whuUTWVk3+eGROb7+8iQvjCSQJbh1Qwsfv6ab9ww1X7Cc1jQMSrnsMlDK2TCpmM3WFEz28lLObivF1b42ALKi1g29bZhUm85QNjm8GiXjVRaTj5JMPQ9Y+P1b8UfeyxQx9idtT6KjiaMYNa+Ybn933YdoR8sOBoIDKJcAPiwhOJQv8XgiyxPJHK9mC5gCAqrM7oCDrc4M/uphTiaPrAJEnb7OlSlm51IQZWfh9X+yR2Qzk+Bthm0fhw13gaytkSbWkCpWya4+nubF8rWRsdzM5CzSlhtXcx+9W/cQ7d1iAyFf2yV737wZkS3r/OjIPA/tn+b54QSmJRhq9XPvjnbu3d5OV+TyJP7/ksK0BGXdpKybVAxrzbasW1QMk0qtLTe0Zd2klK2QHctQylYQDgtXxETTSqh6DoeexWnkcZk5XGYet5XHY+XxU8RPkaBUwC9X6QlIOEXVPo/rJTDPX1RkzVDdNZDUOHnOAp3cDVDKvbK/Aliduc69ApYK3cJIL6eMnekrZBVWpgxKmowSdjYAIRdKZLkve9S37TXnOyF0PcP8wiPMzn6LbPZ1QCYa3Uss9iGaorehKJdvbXCpYQmLE8kTdRXSK/OvUKj5uw2GBm0/pLbruLrt6ktSlTbG4uIiTz/9NIcOHUJRFHbt2sUNN9zw1sAiIWDkCRsWnfoRKA5K297PwkAv86VXyOWOABAKXmODopY7cDouD6IV9SLfHf4uXz76ZSZyE7R72/lo4D5uPrAFV0LC2R8keGcfjq4rP+AghIVpFtD1NLqRsaGSnqY4MU3uwAimo4g6pCI8JXQ9Q7WcIZ/MUUqXKGdNqjkNPa9RrU16XkVYK6/DFAf4Owxi187iDOWxsk14vh4ksn+SZHMTwf/ym/Res6sOn2R5dTaHEILjhTIPx9M8HM9wolBGAq4N2gDpruYgHa6zD1KVjidJfuMEWILIR9bb93pniUxJ55NfeInjs1n+6iPNbG8ZryuS8vljGGaBJ/gZ/lH6FTxU+YPgy0Smxhk+XWXHdR/nC0edPDec4HrHPDtOfAe328m2997JrrvuwxeJ1l/Pkr/R7thugs4gYVfYbp1hQs4QIVfIbmvThVoNZIo6Pzo6x/cPz/HMqTi6KYgF7UyFu7e1sd4PU8cO1TyR9pON22mqvnCk7ofUvWU7/ugbA4fPF0IILKuKZVWwrDKWVcGstZZZa60KZq1dXlbGtKoYZonRQo4TuTSJahEXVbqc0KGYyMUS5UIBQy8jK1UUh4nq0JFkA0tUWAKo771t5J0Pja6++mrx8r59HCuUeSGdr09J3YZIMecSRPKyJ+RjwO18257QhSVIzhZWpLRl4naOqqxKtHQHahApSFt/8A2v3lWdyVN4eY7i6wuIionaYnsfea9quaBy3ulympOpkxxPHudE6gQnUyc5nT5dvwF0Kk4GQgMMBQcY0g2G5k+yfvgFAkYZAp2w+QM2QGq/6rzpEaZuMXUyxdiBRcYOLdqpgBLE+oP0bmuiudvPzOk0J1+aI7u4dvqaEIJnTi3yd08P89zpBD6nyieu7eJXbuw7L2R5s8OyBGOJAoemMxyZyXJoKsPhmQy5sv3eaorEUJu/npe6pT3IxljgvA7/RrXK8eef5rVHHyI+Pkq6e5CHbv85UqqDP1nXySfbo+cu2WlYZH88Tu7pKdQmN5FPbMDR7iNTzvA/f/K3fG/hQapKmes8N/H7t/4b1kfXM5YZ48FTD/KtU98hW00jmxFKiV2I/DXc3D/I+7e3c9vGVnxXSLZfLs8yM/sg46e+TWpqkXIygJXrIj8vUUgtm1P7m5ppXUov6+unpW8AX3j59S9+7vPE//Iv8d12Gx1/eengqDF0XWd8fJyvvXqA9uHv8yuVhzhq/AFB81oSUo7MdU6uuf163G43J+ZyfH3fBN9+fZp0Uacr4uZjV3fx4V1dtAXfeGhg6HodIK1UMJ0BmmrLq6XSmseRVAUtIuPrTxDqWSQQqmBZMJN2slBoR3VdxWDHdrZ276K9pQfNeXajvsawhEWumiNVTpGupBkrpHgpW+W1gsrJqp+SsP8//eYsnupRpMJrGMXDSA0jjBcFiCwLiourS8rnZu35xCm7XUsZJGtn+AXF1lYIOf31/8JSqcS+fft44YUXKJVK9Pf3s3fvXnp7e8/73rxdYjFf4dFDs3x3/wyvjKcA2Nkd4t7t7dy9LUaL/+0LvxrDtMQqIFNvdZPyGkCnsgLsnA/6rNx+qb2c0vGSBC5VwaXJuDQFzQKtaOAwLVwuDW+LB7fPgVO117s0Gae6snVpCu/d2Ep76Izzo2XaqXZ6aRkk1afiudfpJTDOXFZeua3RsO4SQkgaAidCOBGWAwvncl9yIGkecHqQXF5we5F9XiSfH9nvR/L6kByeswCtM+DWFUi9/5cchcIws3PfZm7u21Qqc6hqgNbWe4i1fYhAYPtbfi1vWAbHEsfq6WyvL7xOySghITEUGapDpKtar7pgBWw8Hufpp5/m8OHDKIrCNddcw/XXX4/f/xaoMfUSHPqmDYsWjlIJNrGwYw/z3hyZ/GEAAoHttLbcQ0vLnbhcsSv+FEzL5Kmpp7j/yP28tvAaPs3Hvd7bufPItTRl/bi3NhF4X89l+wmdLYQQlDIZZh85RPzFk1R8Fcx+hXwuUVMLxSlm0it3kiS8oQDecABP2IM76MAVVHD6BQ6/geopUjaOUyyOAhLanAvP36h4E2VGdnQhf3IKh7tyxiEdDSlygRXtkspp0mzi8UKYH2fdnKhdbu3yu3l/S5i7W0J0rQGQjGSZxFftym++vR0Eb+9FOstAY7pY5ec+/xKn43m++IvXcOO6ptp7ZFEqjZPLHeVAcpz/a2E9Y1YTd4mH+BhfRcVAlmPE9QGeHAmhKgNcX8wy8/zLyIrMpptv45r3f5BwrINcNcefvvSnjGfHSZVTZCqZuj/lWuFSXKtA0hJcckp+xuNweMLg8KSBoXuI+aPctbmbu7e1s70ztGaxBiEEmfm5eirb5OEDlHL2IF441k731s10bt5IbP0AmkttADnVVSBnuV9pgDiVFfus2ra2/XLfbi8nJElDlp3IshNLcpK1VBKGQgUNh+KizeWjWfFQzghyixbFNFimhsfvJdwWobkzwtCm3/wpgEZbh8QrT/0Agp31E7QlBCeLZV5IF+oQKV61b6abHSp7Qj52B22INOR1Ib9NIRJAMVtdAZEWJrJYtWoawWb3MkQaCBJp874hps1W1aR0IE7h5WX1kWdrM97r2nD0XFxlKt3UGcmMcDJ1khPJE5xIneBE8gSpSqq+TbsWZL1hsiE1y1ClzJC7hY4NH0Te+mFo3bx805SvMn4owejBRSaPJtErJqpToXtThN6tTfRujeL2r/yTFJZg5vRS9TU7fS3YXKu+tnu5+trh6Qyfe3qERw7NIgH37mjn03v72dD25o/ymJZgdLGwIt/06EyWXMX+TjtUmY1tfjYvlVLsCLK+1X9RJSAL6RQHfvwoB378fYqZNNHObhJ3fYz/pYaIaCpf2NzLVcFzVxwwFkskvn4cfSqP99o2gvf0k6fAF1/7B/7p+D9RkUpsqlzN79/2b9nSO8RPxn/CV478M4eSr4GQ0XMbMTPXcV1sN/du6+T2zW0ELwBOni+EZZGcHef0we8yefxZklOLFBedmOUahJIkIrGOmv9Qf711+8//WSe/+lXm/8t/xbNnN11//dfI3vNXZThfTJWr/OzTz/DkC/+BXPlfY4heDikTvOYYRRcGSBJ5NcjJopcFKcTVG/v5+LU9XD8QfVtXK9KrFRbiUxyceJUTU4eYmB8mnphGKVu4KgpB003I8hB06YTa44T7Uzj8OqYukRn1kzoVJDftRVYdqD43sseJ5VYxXBIVp6Co6eTUChmlSELKEpdypP1dlL3bqLq2YTj6QJKRzBzuylGi5ggd8jxtTvuiI+wME3bZo1ndgW42RjbagEgIW/WzlldQo5F0fm6N6lmSrS5qNJJ2+CAxApMvQSlhr9/5SbvyWrjnot/XSqXCK6+8wvPPP0+hUKC7u5ubb76Z/v7+t/ym6mJiKlXk4YOzPLR/hmOzWWQJ9gxEuXd7O3dsjl3Qf4FlCRuwNChpzg5jzgVx1oA/S8dsUO1Uan3dvDx4UwczqoJTk1e1Z8Ka1e0S2FHq805VxtnQP3M/TZFWj1ybgsK+WbI/HscqGniuaiV4ew9K4K1Td5wzhEBUSpjJDMZiGiuZxkxlEeksZjaHyGURpQISVSQq9iRVUFwmstNAdugoqo6k6shSFUmqgFVGMs6AVHpxtSfYhYSkrFQ4aWeons6ZtncWldQKWLU077wk37GzhmXZr1eYdmuZDX1xRr9xfcO0aptzHfNc6y2EZZDPnySTfplc9jBYOg6tiVBgBwH/VjTFe2HHXOu5XtTzFGfs37iNwLIMinqeQiVDoZqnohcBCwVwy05QnRiKA0t1YKpOhOoCzYXQPJiWg1zCIJvWMWUHwY4Y7YMDeANNqK4ADmcIhyuA5gic8T24wp892OezfV+AV75AtZok3t/HfGeUlDEGCHy+DbS23ENr69243d1X9rHPEYcXD3P/kfv58fiPAbjFdSP3nbyBwWIn3qvbCLy3+6L/q0zDIJ9MkF1csCFQfIFswm6XoJBRXXnDrjqcDf5Byx5CgaZmAs0t+CJRFHXt81U+f4Jjx/6AbO4gTU3vJXrgKtL/7a/RFYXML/0C13z6Y1hWFr2WMmfoaXQjW2trKXQrlmUxzdXWArPEeJndvMz1jEl2YYJ18hQ3Oka4xTNHt1Oup9MpUhD5uWasAxpKl0rgIx04I1EUxbPqHJEqVPnE519kIpHjSz+/les63Q3/lXZbqRT458kpXlxcpF8usDv9An59kqCnimTkkS1QTIFiachVBbOgI+sCl+bC7XKjShZ4ohDsgEAHeiBGxhMh4w6QcrjJqBpJPUe6nCBVTtQGBlOkKxmS5QypcpaStfYgJYAmKfg1B37VgU9R8asqXkXGp0h4ZfDKFl5Z4JFM3LKOBx3VKiKsKkjnqZB6npBlB7LsqgEcu1UU54q+LDtRZJe9reJq6Dsb+mfso7galjX27eNI0mpFfs4w+eZcki9NL3KqWCGiKfxcLMqn2qOEihbDr8Y5/eo8C+M2tPvtv7vtpwAatSvilU/77JNzoMO+6A51Q6inNt+DCHUxrEZ4IVPkxRpImqnYkuOIprA76KurkTb53G9riGToJvHxXN0XaW4kQylnvxanR6W1L0hsIEDbQIjW3gDaZZqznRmr1UcevNe2XbD6aK0QQhAvxesQ6WTyJMdTxxnPjmPVLtQ8lsX6qs563MS0zYj0borD61FNB96gg97tzfRta6JjKIR6galL1bLByOt29bXpk+k1q69NJot84dlRvrFvkpJucvP6Zj6zt589A+dW3FxqmJZgOJ6vK4cO15RExaqtnHOqMhtjgToc2twRYH2r/5J9fRbGRnjt0Yc4/txTmIZB/1XXsPWO+/h7V5R/mElwfcjH323uodlx9s9WCEHxtQXSDw2DIhH50Dr09Q6+fOTL/OPhL1O0Cgwkd/ArG36NTbs7+fKRb/Do6MOUrRxWNYKevpYt/tv42e0buGNLjGb/pd+gmIZBYmqiXrlsdvgQ8fEJzKr9PZJkQaAtQPvgVmKD22jpHaC5pxeH69KVZJmHHmLmD/8j7i1b6Prc36FcpjHlbx0e5be+89cE8nchKzovNSd5trCINHA9Lx8dIWql6Hfk8Vv2H7nH42FgYIDBwUEGBgbw+dY2mnyzwxIWY5kx24covp/9C/sZyYwAduXHwdAgg+FBuvxdtLpbEQjSlTSpSsq+CMgv4i1O0SPP0e/N4VIFxarM+Kyb6Qkf5bgLV0XBXVVwVRUUSyLv9jHWtY7R7nWMdQ5SdrpxmRUGFkfZnJpgWznBkGIQ8LrxOBXcrtpNuSZwKAKHbCKbFSgsroRDaykaXMG1vYIaFUK+1rOrDSwTTv0YXv2SLfkXwq4sueuXYP2doFycsk7XdV577TWeffZZcrkcHR0d7N27l/Xr17+j4BHA6YUc390/w3cPzDCWKOJQZHb1hJEkzpl+VTUv4ca+Ic6lqqm3Z4CZxtZVAzXnBjw1IFTbz6HIb7vPxyobZJ+YJP/sNJIs4b+5E9/eTuTzFEt4I0JYAjNXPauvkJmprLQfkUAJOO0UskhDCtlSP+BEUi7y/RbCrhJ1QUqoJSXVUn+tdWuprGrLzldBb82QVoIERWuAImeHMav75qXBsbd9SHZKoiTb9wqSbE+yvHLZim3W2EeuLV9ze3nVPqYE2WqeZCVNqppBGBVUU8dhGThME4dl4rHAY0k4sNAwz/9SzggL0GWFqqyiKyqGoq0CU0J1IRxuJM2DpHqQHT5khxfV6Udx+tCcQTSnH0cxiXriR5jjT5IMysS7YiTcBUxZ4PL10dp6L62td+P1Dl75j+giYiY/w1eOfYUHTz1IQS+wXd3MB8Zv4rrSNgI3dOG/uXOFd5gQglI2Q3J6iuTMFMmZyfp8Nh5HnPGd9wRD+KPN+Lxh1HkJt+Wj9fohmvesx9/UjNt/cYPlYPs5jo//H0bH/gZV9bO+8w/I/P8ex3r8ceKtrUT/7//K5ptuuqT3w7L0mhdTFkNPoVcSGOU4VimOUUkxVyiwP+/maDFIQnfjsSp0WTMMmccYME8TsrLIpsCda8Wb6gepRDVwApQ8qrCvrRQLZFMgWxayYSBbl/JdlUB1YaoOcoaFKQscToElVzFlsBQJAxnTcuJBxqVXcZQraPpqUFPVJMpOmYpTqbXyin5JkykgUbAaJpP6fNFSKQqZgiVTMCFvCQqmtVbpGAAUScKvOglobvyaC4+l4qhYyPkKUqaIsyLhMjVaQu10d2xg3eB2evu343D4GmCQA+kKG3xfiRBC8Fw6zxenFvnBYgYBvK8pwC93NLE37CefKHP61QV23dH7UwCNtm4Qr9z/HyE9DqlxSE/Y87nZlRsqDgh2QbgHEeoh7evgqNrCC1KUH5phDpkekCSCqsJ1NRXSnpCPLT436tt49F4IQWah1OCLlCE5Y+dYS7JEU6dvRUrbkpLmcmNJfZR/eQ59MgeqjGdr0yWpj84WJaPEqcQp9p06wMHRV5gs7GfakaRYu26VBHQpATa2bWOo9SqGIrbxdoun5aIfP7tY4sRLcxx/YbaevjZYS1+LDQTJlHT+6cVx/uH5MRbzVbZ0BPjM3gHu3NJ2ySUYDdPi9BIgms5weCbL0ZkspVpqpVtT2NRuA6LN7QG2dgYZbPZddslHyzIZeXUfrz36EJNHD6E6nWx5z3vZece9VKMt/NrhUV7JFvmNrmb+U3/7Ob//Vtkg9e3TlA7EcfQF0T7Ywden/5l/PPqP5PU8fYlt3GLdi/8GwQOT32a6dBQhFIzcJrrUW/jo5lu4e1vH6vSGCwi9XCY+McrC6Ei9gllichzTsE8wsgbuaBFPk05L3yD9W++hf9PdqG+A30v2xz9m5nd/D8fAAN1//3nUpkvLe359Nk3xC4/Rk2/BqR7gKwO93H+yREp4cGky92xr5xPXdnFVd5hCocDIyAinT59meHiYQsH+3cdisTpE6urqQjmHWfmViqJeZLYwy6vzr3IgfoATyROMZ8cpm7afmCqreFQPiqSgWzoFvYBoOD3LQuASAo8lCMsO2jQ/TYqHJtVNVHYSklWazTSB6gyOygKKaaLhxa3FMImSqRiUSlmEXsRrlvCZZXxmCZdZQj7rZcDqsAToQqUsnFQkP1UtiO6MYHlawN+GHOpEiXTjbO7DFWnFHQhecLrcOSMzBa/9I7z2ZRtU+drgqk/CVZ+yB0EuIgzDYP/+/Tz77LOk02na2trYu3cvGzZsQH4bGg2fK4QQHJrO8N39M+wbS6Ipcl2Bs5aa5oKgT0NqVeP+TvXtB2/e6jCSZTI/GKV0cBEl4CBwey+enS1XVNEshMDK66tK0df76QqcoeSS/Y56tTH1TCgUdF5Uae63XZjGyvS7c6XmrZnaVwajcgbUkNeGHGeFIOcDJxdxzAuGMRdyzJXLiuVp5uPfZyH+KKXKLIrio7nldtpiHyQYuhpJboA5b7OYm5vjqaee4tixY2gOjS07t7Buez+SVKZazlCtZNArOYxKFqOSxazmsaoFrGoBoRfqn7tklJGNMopRQTGqKKaOtjRZJi5h4bLs86s9WTgv8datUgdTKqbiqMEpJ0JzYdWUb5LmsSeHF8XhQ3H4URw+NGcAzRVAcwbs9M+1DPGX1HcX+Hnlq3kePPUgXzn2FWYLs3SLGPeMXcvWfC+iU6KgZUnOTZOanlpR6EN1OAm3dxBp7yQca29QCrXgb2pCczgpvDpP6tunUbwq0V/YdFneSdncYY4d+wPyuaPEonfQWXk/k7//p0jzi8zvGmLHv/tVwr7Vip1Vake9BA2f/Vm3uwTwa8gO0BxIsgOr7ESYLiyvhBHQsWSBIQtMyUSXDAypSt6UeWzmJpJGgJt7niPqS2ApYMoSpiKB5kV2BEhpHfy1+VFeo5/t1aO8f/H7XLt1J05/L//lx35eGIOP7HDyu++BUnGUyZNPksscw9R1LFNCkjQ8rgBhp5eQ5sYnyTjKJcjn0NMZ5HwabzWHV6xM+xdICG8UEWgFfzsi0IEU6kIKdiMFe5CCnfbAXoO/3ZKlQbqStqdyenm+kq6ny6UqtbbWP1uVckmAx3IScARo8jXTFGhd5dF0pm9TwBG4JJ/OKxVT5SpfnknwTzMJErrBgNvJL3U08bFYhKCm/hRAo6uvFq+88srqFXrZNh6tw6SGNj0BxZUVwSzNQ87XyZQ7xhG1hSNqMxPuGIueDppbB9jZHGNPyMd2vwftbQyRAMoFnfnRLLPDaeZGMsyPZjFqSgtf2LkCIjV1+pAvE0KsUh81u9HafcsXckttyIV0AWbe1ZLBxNEkowfjjB9OUCkYyKpE51CY3q1RnLFpJice5MTkM5woxznhcDCtLY8qhJyhuun2hsgGhsJD9Af70S7AX0BYgtnhNMdemOP0qwsYFZNAs5uNe9oY2h1D82t8+/VpPv/0CCOLBTrDbn7txj4+ek0XHsfZlQG6aXFyPlc3pz40neHYbJaKUVNSORQ2twfY0pBi1t/su6KlHivFIkee/DGv/eB7ZObn8Eeb2XnHPWy99XZcPh8vpPN8+sgYBdPif27o4r6W8LmPN54l+fXjmJkK8q1NPNT0JF8+9mVy1RwD2e10z+9kZnCG0zyLKRWxqlFCxk18YPBePrJzE71NF57KVc7nWRgbZmHUhkMLYyOkZqbrI0Quv59wRwRnOAXeU7iieZo61tPR8RFaW99/UdU7LjXyzz3H1G//K7TWVrq/+AW09vaL2r90IsnYVw/jrxgE1S/ya+JqXjLX0e4y+Owd27l3R8dZjdkty2Jubo7h4WFOnz7N5OQklmXhcDjo7++vq5DC4XN/pmB7CCydJJPlZP1kmSolyZUSFIoLlIqL5AsLlEsJqBZwWiZuy8JdAz9uYeGxBB4hCEoaQUnFL8n4hIRHCFyWhdM00Ewd1aignK9U+BlhKBqGDEI2MRWJvOKhoDUhezoJ+5oIuv1ITp99Ierw2ClhmgccXnB4EZob3VIpVQxKZZNCSadYqFDIFWwD8Gy27sVk+zJlscy1LwxUzYE7EDzD/DuA228vcweCePzLpuDnqi6Hadiqo1e/ZKuQANb9DOz6ZVj3votSH5mmyaFDh3jmmWdIJBI0Nzdz0003sWXLlnccPHo33tqojGVIPzKKPplD6/ARursPZ3/ogvYVQmAVjZVKoQazaSNVAWPlTY7s1WrVxhoMpyMXdx3xbvzLCSEsUumXmJv9FgvxH2CaRdzuHmJtP0tb2wdxuzve6qdYj9nZWZ566imOHz+Ow+HguuuuY8+ePXg8b4wnj27qlMwSJb1E2SxTMkqUqnkq+TmqJx7BnHsMxVXE4VXQhEBYDoq0kBMhyoZ6BpiqItfO1zaYMnBYJm4hcAqByxK4rwCcqspLiikNU3Viqg6E6kSoboTmBtmJYcgYVaiWTcpFnUwmRzmvY1oyupAxLAVJduMJx/D39OJv6yIQ6yHU2YevtdMGV0vnQSFsr0G9iCgVyP74JOX9kzg6NAK3tKCo+lkATq2tFtcEOEIvYJbjiGoexQLJFKSHPcy/FkRxWLTvSeFtPc+1jySfkZ66NO9dY9la25193ayl8oOMzndTZV7MlhHAkNfF3eEAe/en6Xg1gXsoTPijQ6sq9VqWwXRykZ//4iGSBZ2/+YiToaYCupFuqEKXxjCylKsZvl7axdeN99IsFvht/pIBhrGExHdO38Ujo7fTHxzjs9u/QMRdQNNCONROzGKY3KzMwvEs8dNZcpKf0eAQ45GNjJl+BBKDzV7u2tbOPUN+1rnSSNlpyExDvZ2yvSQz0zZwW/HeKrYqvJYGZ7edtpXA0ry3+ZxFmYSwC0Q1Qqb59AzjE8eZmhtmPjlN1shT0Ux0t4TulijKVYyzqAolJALOwGqPpgYT8LAzvAI2BZ1BNPnK+udVLIvvLaT50vQir2aLeBSZ0Zu3/xRDo/NFJWfDo0Z1UiNcqq403kqpfiZdbUy72zGCXXij/bS3DdDfvh5HuNe+MXmbhmlaJKbydV+k2eEMhbSdo6s6ZFr7AsQGQrQNBGnrC+C8xDQzq2JXXisejGMkypjpij103xCyX1tZhrY2SlhCMDmRZ+xokukTKSxT4PJq9GyN0retia5NERyuNW6Y0hNw5NvkDj/AyeQJTjg0TkY6OeHxcaqapmLZf8iqrNIf7GcoPGQrkmqqpLDr7DfR1bLByP5a+tqJ9Ir0td5tTTw5ssjnnh7h1fEUIY/GJ3f38IvX9xJwaZycz62oYnZ8NldLnRCEnbC9zcW2NhebW11saHbS6VdQrKp94jIq9mQutdWVrVFevcysgFFdsU4YFYxSDqOYwywXqJaKmJZAcbpxB6O4AiEkRUPIKlNVi+NlA4fiYGc4QEBz2hJ3WbElO7Ja7wtJozpRoDyax3ArHO+ZY1/mIAWrQkh0M1yMsj+UIO5OIVky7eUu3he8mg8PXkV3U6DheKrdNvSFpFDMFYhPT7EwOUF8fIL58QnS8XhNLyLhizbR0ttPa98AwZgP032ITOn7VKtzaFqEtrb7iMU+jN+34ZK+x5cTxddeZ/Izn0H2+ej50hdxXIApsTAs5r43jPnSHEKaplX7M/5B2sFPPPfSURnnj37nVwiFQhf+JCyLcj7FxOljTI4cZ3rsJHo+jYaO3yPhC8o4vDqoRSw9h1nJQrWApBeRjTKaUcXdAH7cYnn+YhKmhKSAw4PkODu8WTF/Zl+zt6+qLg6UJZ4qWDyWMzlQBktSaHdq3BUocqP0DP7cDygXh5Ekjaboe2hr+wDR6C1XrNKOEIJqqbRs7J1bMvhugEtLleeydqtXymseS1YU3H4bJi21S5BpBXSSinhGv4/r6NeRC3N2CtxVn7IVSMHOC37ulmVx5MgRnn76aeLxOJFIhJtuuolt27a9KSq0d+OnI4QlKB2Mk/nBGGa6gmtzlOCdfWhNbqySsTJlrAaGliCRqK68QJbcKmrEhRpaLkW/BImUsOstSYN7N346wjAKxOM/YGb2QdLplwAIh3YTi32I5ubbUdXL9x282NB1ndnZWZ577jlOnDiB0+lk9+7d7N69G7f7zS2yYiVPk9z3J8ynnyAeljBVGU3y0tL2flrb7iUUunpN/5OzhWEZlI2yDaT0kg2oDHsqVwtUK1n0Sha9ksGo5DGrubpiytILSHoJoReRdBtMLUEpxajirhh4dBOfAW4TPKYNpBwINNlElS00yUSVL+1eVJdVhKygmTrSpaRlKs5lCONYCWd0qmSKJ6iKPC7/Ony+65j92iGKB6Yotnnxf+o21l1z7UpT/bXgjuJ4U5RycxWdR+JpHo6neTFdQAD9ksJ7Rkq8Ly+x+771uHpWD77OpEt87HMvkCnqfPXXd7Ol4+wDtC+l8/zG4VHmqzo3zRzhz2/sJxRU+dGxJP/5+yYu1eL/e9skG6JTFAqnyBdOEC84eGV+B6/O7+R0ug+AmLbIYOk4vakxouUSbYPr6dy4hY4Nm2lfvxHnWgBWCCinG4DSVANYaoBMZ1b+VBw1sNTZAJY6Gvqd4A6f8zPKxhcYP7y/VpntAIVMCkMRONqjBIf68PV24GiPUJSrayqclpYtKffXCr/mr0OlJdXSElhaCzyFnCEcyoUV0zqQK/KlqUX+alPPTwE02tAtXvmHP6zd3Cr2zadUa9dcJtfac22nQLVQMz21K9+U0tPkkuNImWkC+Rm7vGxDFFxNmKEuPNE+1HBv3U+JULedFqe+sZXOLjZyyXIdIM2NZFiczNlVxSWIxLwr1EjBZvclyfaFJTCz1VUXkma65kmwBlSqAsKr4Wz14Ov0r5CgKyHnuS8mE8Nw5Ftw+FuwcBRDkpnovoaTndsYdvsYzY0zkTxFrrSIQ4BDCFodIQb8nfR62+n2tNHpbqJZCyBb+gooU8nmSU6mSM2kMEslNNUkFFXwhWUylSJzyQx6tYwDHQdGvXXLOm7ZxImOio5ySX4FZwnFYZ+0VLu1ZA3DhKpuUqnolMpVDENgChmhOPCEIkRaW3C53bZvgmVgmjqjhSLZSpmIAl0OCcUy6+sxDbu1dLBMhKmDoSOxUnVxwqHxTb+PR71ecopMX1XnQ7k89+YLhK0r55Egar9dIYGFiYWBJUnIqgtZC6BofiTZYf+GFa0BSjX21QYIdoX6DfPl0Vkm/tP/Almm+7/9Aa51/Wvum9MFRw4v4n78NK2VEgvSIbZqn6PgaWFu469x+LUX2bFxkN72Zvv/SC9iVXNUS2mMSgaznEVUC6AXkPUSilFBM6o4VpkxnzuqKFQVharqwNScWJobU3VSlGRyWCTNMvNGnjyCkizhcIVpDvUSCw/SHd1Ie2gAxRWwR74agc9lGHSOlyo8nszxRCLLs+k8RdNCkyR2h7zcEglwa9TPkGc5LUwIQT5/lLm5h5ib/y7VahxV9dPSfCdtbR8gFLrmTc8l16uVmlJpJVgqNqiXSg0AqlIorH0gScLlcuCWK3isDG7VwBNpxd2zA0/vjprKaVnJ5A4EUbXV4N+yLI4fP87TTz/N3NwcwWCQG2+8kZ07d6KqV6Yy4bvx0x9CN8k9O0PuiUmEYSE5ZET5DCjkVFamjJ2RQiavNQD0brwbVzhKpSnm5r7N7Oy3KJUnUBQPLc13Eot9kFDo2it+TigUCiwuLrK4uEg8Hq/Pp9NpAFwuF7t37+a66657U2GRsAxSJ+9nfvjvWVDnMDQZ1VJoDt1Ea98vEQ7vQZbfmt+kXimTmp2xvYbqnkNTpGamVxhQOzwe/LE2vK1NuFqiaE1B5CYfVsBB2SyjV3PolSxmJYdZyZEtzDOdOk02P4dDmGwstbOx2kHSFyepLdTT+bAMSpJEwIyyN3MjqvByuGueapeX5kA3LaFe2oJ9aM7AaqizRhqRaRYZHvlLJif/AZczxoYNf4JnJszob/8rxMICx3ddxY4//mMGBt9aX6hzxUJF5/uLGR6Op3kulccCuooWd/l9/OyODrb7VxpkT6WKfOzvXqRQNfjqr+1mU/vZi8ikdYPfOTTMjzIlejIJ7r9uCxtirZyaz/HpL7/KZLLI798xhITEI4dm2D9pVzQeiJTZ3TnM9ugzRLWjywc0fVRSHtJTFqVFJ+WEm0B4iM6NW+ncsJmOjZvxBC4w00AIOwtpBVCaWqlcys2sLniiuleqk1aBpQ7bAxP7WjUxNcHEYRsgTR45RLVke2Y29/TRvWU73Vu307lxyyqv1ZJRIlPJrEqVWws0LaXPFY2zVxj1qJ4VqXFnpsqdCZlivthPATRaMsJ+i0IgIRqKNMv1JWfE0o2l4rBvplSX/UVzeOxWaYRYFwO8LhCC1ZevvUw3JNILZRJzFZKzJRZnylQrYAkZh9dJtCNAtDtMU0+IaEcAxaGdcczG5yHbsOUMFYxRLrIwssjcqTjx4UX0YhG3bNDSpBANSvjdAsWoYBWKiFIJUS4hiSoSOqAjSTqyaiJpFrJqICkGsmIgScbyNmbVfrwlLwBx8WZtZ/2sZQ1LdlAVKiVToWSplFCpoFFFw5Ds9XlDpoJGyO9lXUczzUG//ZkvffaKo/b5n7nMWYNAzvOuM4VEfGKc2VPHmT11gtlTJ0jP2z5ekizT3NNHbN0G2tcNEVs3RKitfRX4Gy1W+JXDoxwvlPmDvhj/qqflnCbwxUOLTH/rEA/5H+NbzY+RN3ME6CRbqSJccbAUeqQdfGrobj40eBWKZNnmoZaBZVTIzM+Qnh4nPTNFdn6K7PwsVrWEJAlURSIQiRBsaiLQFCUQCeMPBW0/JctAmDqV0iT57GGK+dNg6WhKAJ+7D4+rCwWtBrlqsGtpMm3YtQzBzuw3QrE1+pcYlazKxBNRLEOi++YE7qbLg4UmUJZlCpJESZIoyRJFSa61dt9QnIjaiJfsDKA4/WiuEE53GKcrgsfbjMfTjMfZRD4rmJpOcXJ0ingiCYDqUamEKgyrwxyTjmHIBpqssSm6iR3NO9jRsoPtzdtp9jRf1mtZK0qmxQvpPE8kszyeyDFcsi8Wu10Obo0GuDXi54aQD696/hFQIUySqReYm/sO8fgPMc0iTmeMtrb7aGu9D59v/RV//lciTMOw1Up1xdIZcCmboZicp7Q4TSmXo2Qoa51pAHC43Q1pccupcp5AEJc/QKpc5fDwCAuLCXw+HzfccAO7du3C4Xh7DW68G2/fMHNVcs9MIXRrhXpYjbiQ3Oq7/lDvxtsmhBBkMq8yO/sg8wuPYpp5XK7OWvraz+LxXHjVSsuyyGQyK6DQEiQqlZYrNqmqSlNT04ppcHAQl+vKeyquFUJYZJL7mD/x/7CQf4mqaqGYgia5j9bBTxPt+gCy/OZURRRCUMykSU5ProJD2fjC8oaSRLC5hUh7J5GOTiLtXfV5dyB4Sf8p6XKabxz/Bl87/FUSZpLecjsfc97Lz77v5/C2h8lX88w8eRz3E0Xy3gr/vPVJXjJfZyo3VfddVCSFLn8X/cF+BkID9If6GQgO0Bvsxa0u39gnUy9w/NgfUipP0NHxCwz0/zsyX36Ahb/4C4pOJ6fvvZc7/+2/IXiZxVLezFisGnx/JsG3j87xktPClCW6nRr3tIS5pyXIzhpAmkgU+djnXqBiWHzt13cz1HZ2DyghBH97cpw/mUrgNE3+akMn7+9uJ1vW+d1v7Ocnx+zvxJaOAHdtjXHnlhh9DXYWup4ilztGPn+cXP4o+fxxCoVTiJq3kDAVSkknxbiDUsKJJnXTEruWjg076dy4mUBTy6W/IZYJhfgaQKkBNOXnVvtKOfzLMCnQXgdKlj/GYtpgbHyBsaPHmTlxFNMwkBWFtsEhurdsp2fLdmLrh85ake9cUTWrF+3RlNNzax7r8C8d/imARrt2ileeeaxWAcJsuGE011hm2e1ay1Ysv9BltcewDCqmzlypzFypzEK5iF7K4DcKBIw8LaJEyCrhNUtoRtEu57oipLpaxFYkNAAZSQbEuZ/70rKfsqoXQlJsSCI7EJID0BBCRVgqlqkiDBUhNAT2BJr9PjrdSC43ktuN7HYjyRXkwjhS6iByOW5Ds7at0HMDdO8GVxBdlpkqLzKan+F0boLj6SmOxAsk8mFK5Q7KlW7MSgywR6Z8LtjY5qNf8+JZqKJNFglYEp1DEdp2RnmqWOCr+ybJlHSu7gnzmZsHuG1DyyWXRM8lFpk9dZyZGiBaGDmNodtqN284Qvu6DcRqgKi1fxDNee4Lkx8tZvjtY+MoSPzvTT3cEj37yIBVNZn93hG+OvINHmh6jKJcAD2MUPJIso5WamWP+3380Qd+lZZgFL1aYXFizK5gVjOpjk+MYeo2OFEdTpp7emnpG6ynmUW7etZUR5Qrc8zNfpuZ2QcolcZQFC+tLXcTa/8wwcBVb+yNyVJ53QaIJAwdq1DGypWwsiXMXBErX0YUSlSyJSrZAlaxglKpIOfTZJ95GLNcJLTnFhwtLQgMSpJBUS5RlItklTSvBI7zm5lpPKLC3wQDJCu7CJU7eL37JCLkxu2O4nM3EXLbJeGXSsOHnWFCrhARV+Sicpqz1SyH4ofqFc1OzpwkkAvQVmqjtdyKaqkgQbQtypahLaxft55YLHZFfXCEEIyUKjyeyPF4MssL6TxlS+CSJfaEfNxaUxP1u52X9RmbZpF4/CfMzT9EMvkMQpj4fJtqAOn9OJ2tV+w1valh6ojjj1B+4UsUh1+iZDoptV5LsW0PJWeMYj5LKZtdoWwqZTN1k3gAAZgeP9WmdkyvH9kyCZkVWt1O/MFG5dJyKt2Sksnl8SK964v0brwb78Y7LEyzRDz+I2Znv0Uy9RwgCAWvIRb7IC0td6Kq9s2uruskEolVyqFEIoHR8D/q8XjqUKi5ubk+HwwG33TvOCEEufwR5qceYGH225TJI1uCaN5Ba8s9NO38AxT3pRXpuJAwDYP0/GwdDKUaAFGluKykVZ1OGwatgEMdhGLtaI43BmRVzSqPnHqY+1/7EsP6GGEjwIdcd3O3fBuuA1Vcm6JEPrq+roIsG2XGs+MMp4cZzgwzmhllOD3MRHaibnwsIdHua2co1MP1jlma9CPIjjaGhv6EFnU7U//hP1B6+hmmOjrQP/Np3vfBD75jVb3CEkw8NcEjh2d4rMvJy0EZHehwatzTHOKelhCRquATn3sRSwi+/uk9DLacW9Dx7NgknzkyRsLj51dbg/zRhh5UJJ4bXqQn4qU7euG2L5ZVpVAYJp8/Si5/nFz2CNnsUSyxDEAqGY1SwoVZihDwb6a1aw9dQzcS7ei6svcSplHPUjorWCosrN7PFUIE2inJQTIlmflEmZmFPHndQVHyExy8is6tu+jesp2Wnr437BpMt3Rb0XQGZPrI0Ed+CqDRpXoavcGRN0z2ZQq8kM7zQrrA/lwRXQhkYKdH4X1alhtIsklfwJObXGnSXYivPJjqttPcGlPelubDPXY+JZxxk7sEk8yLWGYst2ssKxcqZOdypOdzZON58okCWBayZOLxyQSjDgIRDbdPIZsyWZytkk6YmEJD9Xho6onQPNBEtCuK4nQtgzK1cd6xrKg5j4O8sBqqrqQaqq6kl6uvYJzhqeQCRc2gVk+jmOOoSpJyRw+nYtdw1LeOI/Eyh2cynF7I1zPnAm6J5lAJzTNLUT5BUuwHNY0k2Xmk68Lr6HMP4E+0Yh7145yN4NbcdO5s4mRI4pvH55hOlxho9vLrN/XzgZ0duLSzvza9WmF+5HRNQWQrifJJ27hd0TRa+wZrgMgGRf5o0wX/4VlC8D/G5vjLsXm2+tx8YUsv3e6zn6STY3P89+/9b37o+SGGWkSYTiSlgiQ0Yos72Fu+gbuv24RZna+bVCdnphC1lDSn10tr3wDNvQO09vbT0jdIuL0d+RyfrWVViC8+zuzsN0kkngEsQqHraI99iJaWO1GUK+8fJgwLM1/FzFaxclXMnI6ZW5qvNszrq1IqAUoIFrFIIEgiSGKS0vKU9DHufvIbhHNZ/vauZl7aUqAjEKPD30Gnr5MOXwc7nvoyO+OvMt13K+M7/j0/+vaPuPnmm7nlllsu/3UJwXh2vA6IDsQPMJweRiCQJZn14fVsb97OjpYd7GjeQZu7jenpaU6fPs3p06eZnbXVax6Pp16RbWBgAJ/v4tWdBcPkuXSex5M5Hk9kmSjb0HPQ4+SWiJ9bIgH2hHy4L9OY/2xRrS4yP/8Ic/MPkc0eACQi4etpa7uv5nXx1ilWLyuSI/Dq/bD/K/a5I9i97H3kb6tvtpYv01Lq3OzCAiPxJJmqgSwsvMUcSnwas7S2tFmS5RUQadmXKbAMm/y1ZTXgJL/rn/RuvBvvxtsoyuUZxsa+zcjoY6SSBUqlCIbRT7EYIJstrdg2FAqtgEJLk9f75nsknRn5/EnmFx5mfubblKozSJYgktJplQZo3vq7qOvuOaeZ78VGOZ+vK4UalUOZ+Vksc1nd7wtHiHR0Em5QDEXaO/FHom/ZoIMQgufHnuWLL3yel/XXAYjIIfqbB+kP9tMf6qcv0Ed/qJ9WT+uqa2vd1JnITTCSGWE4PUw29TxDxst4JJ0ncyrfz2r0T8LvfUfCXzA5sHMHhV+4mV1XXc1AcICQK/QWvOorF+XhNMmvHSdjmrxyRwc/dls8mcxRFYKYU+NGzcnTPxjBKct84zN7ViiE1opT4xN89vnXOdTWwxaPk89t7affc+W8KCuVWfL542SzR0jEXyWfO4YlL9a3Mcoy1YwPTeoiGN5KrHsvnev2oqpvcPqoUalBpTV8lZZAUym5areioZHTnRTwIgU7ccaGCAxehbd7c60iXMwWn7wBIUnSu9DozYqiafFqpsDz6TwvpPO8nitSsezkgo1eF3tCPvaEfOwO+WiisoZJ91itnYBKZuXBncHVICnUvTzveGNOaoZuEh/P1X2RZoczlPPLaTgtPX56tzXRt72JaIfvTZerC0tgFVZCpUy8wJH5PMdSBY4VK5wQJhNY9aLcTcAGTWFj0MfmZj9bOwLEYn7UiBs17ER2qRT1IqfSpziRPMHJ1Ml6u5Q7KiPTTIxgso1wrp0OpRdH+3qeTsGJhQJNPie/fEMvv3BdDwG3Snp+dgUgio+P1k+8wdY2YoND9VSz5t6+S5Iogp1L/FtHJ3gsmeVjbRH+fH3nmjfoQgheHZ/lfzz2OY7wMKgVhJCQJEFEtLNhrIu+MRc+OUelsFyF0BeO0NI3YE+9/bT0DhBobrngzz2XO8rM7APMzT2EYaRxOtuIxT5ErO1DFyUfb3wdomyeAX2W5vUVy63i2qlopkuh6JBYxGDW0JmsmswZkMBiEUFKqpB0zFNxzaI4F5Cd8zQFDHqjATr9HXT6O+kWEfr+y1dQTo4S+/M/I/T+e+vHn3npftq//zvkXFG0f3WA//13n8fpdPKZz3zmkkakSkaJI4tH2B/fz4GFAxyIHyBVSQHgd/htQFRLNdvStAWvdu7/hnw+z8jISB0iFYv2dzwWi9UBUldX15qGykIIThTLPJ7I8UQyy0vpAlUh8CgyN4Z83BoNcEvET885oOUbFcXiqO1/NPcQpfIEsuyiuem9tLV9gEjkRuQrXIniTQmjCscftiuvjT5tKyqH7oSrfxn6b72gm4apqSmefvppTp48idPp5Opdu9i2cQPoVRs2nS11rra8sazxmeHy+RsUS2eBSw2KJvXdVLl34914N65ALKWUreU3tHROA1AUgdudxeVO4febdHZsYmDgfXR0bENbQwn9VkaxOMb8wiPMzz9MoXASBITTVVoTFi1t70fb/a+hZeMlH9+yTHKL8eVUsoaUsmImXd9OVlTCsfYVUCjS3km4vXNtQ+K3UZyYPMIzk88wIWYYyYwwkhkh11AEya266Qv20R/sX9F2+7vBKnDq1J8wO/ctPJ5Bhob+lJwUZe7v/hbf/d+j6PHw1N5r+MHmU8yr8/VjRlwRO8Ut2F9PdxsIDRB1Rd8xKb1mtkria8eojmbxXteGckcvP87keDie4fFklmq2imvfIi5V4U9+YQf39TWjnOO1jY6O8l+//xMeX78TWdP4s/Vd3NkcxKvI59zvUsMw8uTzJ5iffpHFuZcplk+BFkdW7cFuYYFVCuHU+gg37STWfRPB0BYcjsgVfy7njGpxlVqpGh+mMnsS0lM49CROeeW9i0BCeJuRQ12rfZWW/JZ8recVZawV70KjtzDKpsXruWJNiZTnlUyBUk3BsN7jYk/Iy56Qj+tDPlqcZ5ysSumV1d7qgKm2zFg5QoKn6SxQqRdCXbaq5wqEEILMQonkbIGWngC+8Jt/M9gYmZLOkRm7etmh6SxHpjOMLC5LZNsCLra0+tkUdLFRjzO0eIrw4iymHsIghkkrwlp54y651eWqb6Hl6m9y2MG8muBEyYZJJ1InOJ44wVxxtr6vu+ojaHVS1FuYz8ZQKi1sTqfZuvgaASOP5nITG1xXVxDFBofwBENnfX1CCCqWoCoEFcuiagmqlqAiGuZry7OmyZ8OzzJT0fm/13XwqfbVJ6jTCzkefH2EB099hYLnMWTFVoLIlsJgPMy60ypNGQcSEr5IC+3r19twqAaJvKHzl3M/M3Q9zdz8d5mdeYBc/giS5KC5+Wdoj32YSOSGNat4CFNgFc5QA2XPAEN5HTNbXVXKGQBVQvE5UAIOZL8D3SUzY5YYLuU4VSxwIl9huCAxV1WXi2LKFWTHPLJzAZc7SWtY0NfkYrApSlegky5/Fx2+Dtp97Sty3JfCzBeY+uxnKe7bR9v/9Z8I37wJRp9G/8l/RhYm2U8/x/Ovj7Fv3z5+9Vd/la6urgt6/+YKc3VAtH9hP8eTx+vS6d5Ab11BtKNlB33BPuTLMP60LIu5ubk6QJqcnEQIgcPhoL+/n8HBQVr7+jloyTyeyPJEMsdMxYbIG7wubon4uS0a4JqgF+fbJLVJCEE2+zqzcw+xsPAIup5C0yIEg1fhcsZwOltxOttwOltxuez+G6F0u+KRGLbh0f6v2saOoR7Y9Yuw4xfAf/6UvNnZWZ555hmOHj2Kpmlcc8017NmzB7//7D4FYKcnlPO5BqjUAJdyDd5MddCURZwlrVpzuVfCpUAQXziKLxLFF47YbSSKJxg8p3Lx3Xg33o1/GaHrOslkcpXf0OLi4oqUMrfbvUo11NzcTDAYRAidxcWfMDv3YF3pHAjsJBb7IK0t96BpZ0/lf6OjXJ6pg6Jc7jAAwaJK63SallIQ51W/Drt+GbwXnoKml8skZ6dXgKHU9CSp2Zm6BQLY0D/S0XUGHOog2NL2U6MiFUKQKCcYzYwymhllJDNSb+cKc/XttrstPhrRccsWi85deFs/Rp/ZjOfP/p7qiy8z0dVF4mMf5QM/93O43C7mC/MMZ4YZTg/bcCo9wnBmeAWg8jv8DARtgNQX7LNhUnCANm/b2xImCVOQ/dEYuaem0Dp8RH9+I2rERd4w+Ukiy9dOzvHSj8YQioT3+jbu6YlyT3OI60M+26v0jDh58iSf/9Z3eGbbHsbcy9cZblnCqyj4VBmfouBVZLyKjE+1531Kw3JVqfVXL/PWlq312GB7YS5Mv8708BMkF1+jrI+geNM4vA1QxvTjca0j2rKLYHgbft9G3O6eN73IyvJzFqTGTzL/+pOkT+6jNHUMt5XFr1WI+CSCbgu3lUU+s+qarNqKpLq/0hoG3p6mVQON70Kjt1FULYsDuVIdIr2cKVAw7YvpAbezpkSyQVK76xwjsEJAYfEMdVKDYik9afuz1EOyvzxnqpOW0uACHbZJ99s80sUqh6ezHJ5ZLnM/nlgeQeoIudnSEWBLe5AtnUG2tAdp9q8BtUwdRp6Eww8ijj2CVQHTsQ6j/U6qoeso0kYpV6WUqVDOVqiYFrosUZWhKkvoLgUroKH7HRhehSwlpkqzjJdmmDDipJxlSk4JS9EAFYEDS/hxKUFaA02EPCEcigcTZQUMqtQgUFVY9Xn9In9/bQ6Nv9/Sy9XBZXXJWDzHN587wcNHJ5l1P4oj9ApSjVxHij6GRp3sqK5DFJow9CiD12zm5p+7AV/40i+chDBJJp9jZvabxOM/QYgqfv9mYk0fpcnzM8gl16o0sUYgZBV0WOOlS24Vxa+h+B0ofhsILc1X3AanK3FeT8+zP55kLFFmLiWRzXswjAYIIJdRnAv4vDmagybdUQfr28L0N7UR9XUQdLWiqX7KlqBoWhQti5Jp2fNn9Et6labEEdbNvUBP8jBtqVGsH5cozWi0bM8Q3WgDzBd2/Ts6tv8iX/ziF7nuuuu4884713zfdEvnRPIE+xf219PN5ov2CJZLcbGlaUsdEm1r3kbYdfEQ72KiXC4zMjLCE6MTPJUucMoTZD4QwZJl3MLiWo/G3R2t3NYcouNc/1lvk7CsKonkM8zPfZd84QSVyjyGkV21naoGlkHSGWDJ6YrhcraiqqG3x4WeUYFj34NX/wHGnrEvFjbcbd9Y9N18XvXRwsICzzzzDIcPH0ZRFK666ipuuOGGK2bkKSyLciG/orpcY7W5JbhUzGYoZtIU0+lVkEmSZbyh8EqYVIdLUXwRe5nD7Xl7fCbvxrvxblxWFIvFVSbUS1XKGu9LQqHQmn5DF5pSVqnMMzf3ELNz36JQOIUsO2hq+hlisQ8SCd/4plQcq1TiLMS/z/z8w2QyrwLgF1FaJ+O0zqZxRbbC7t+CzT971irNQggK6VSDWmiyPp9bXLbDkCSZYEtrLaWscwUguuAKVD+lUdSLnE68zuzYX6IW95MhwKP5Zl5NxxkarfKvvyvwlSVe33kV+29uIrq1if5Qf12d1OxuXnH+EUKwWFqsp7k1tsnyclqSR/XUIVLdiDvYT4evA+VtMFhSOpog+c8nAInIR9fj3hStr3tlMsUn//4l0GTK1zRRcshENIU7m4Lc0xzixrAfrQHiHD16lG9885vkNu2gZcMmcLkoSzIF06JgWuQNk7xpkTdNiqZF3rDnC6a11i3BmuGqQag6cFIbQFQNTnkVGzRpepXy/AiV+BHM7ElUMUXQnyUYyOKWS7goo6Hg9a4nGNqKz7cRv28jPt/QWzK4aFkm8bFRxg/tZ+LwAaaPH8WolnGpFn29rfT0tRBr9hFym8j5uZUpcWZl5cEUhw2UGmCS9DN//C40eruGYQkO5ou8mLZ9kV7K5MnWVBPdLscKiNTtclz4xbBl2gZdZ6qTlhRL2emVhtqyaoOjRnVSo2LJ23JFc6WXQgiBIWyYVhErVTPxQoXjM1lOzuY4PZtjbD7HYmb5Cx8OOGlt9tDc5CHS5CEUcSE7lRp0OUOVUwMxVUtQPlOtY1pUDZ2KZVJFxlxD9XKpoVkC1bKQLBOBjkUFizJCVAEdpyzjU50ENDchh5eoK0DY4cWpKDglCYdsT05ZxiE1zC8tl+SV28gSPYpEeXaKY8dP84Njizy/qDCpgKvtITT/MZAEspC5urCRD7T9DDs338DoAYuDT87hj7i47VMb6Ri6OBAhLIFV1LHyOsX4JMmpF8ktnISCgkNvwi360aoRREFCVNaodCdLKD5tGQAFHMg+DSXgQPE5kAMOhFcj5xJMlBYYy89xfHGeE3NZJhNVEhko5ByYJS8YDZBQMVG8Fppfxhlw4Ai4cAQ9SG4XOiplaxkCmef5m1NNnV25I9yUeo0d+RMMFCdp0RN4zPKK2lYCKMleZl4Kow9bZG7ZyNSnf4c7N+3hS5//PLqu89nPfhan036eqXKKA/EDdUh0ZPEI5dqIQcwbY0fzDra32H5E68PrL9gI+3IjpRs8lbQNrJ9M5lio2pBxo0tjk16kZXYCTh9H6DqqqtLT08Pg4CCDg4M0NV24/9bbIUyzSKUyT7k8S6UyT6UyZ/cry/1qdZEzKaYsO2swKVaDS20r+k5XG05H85pKujcsFk/Z8Gj/V6CUgnDfsvrId+6KeIlEgmeffZYDBw4AsHPnTm688UbC4TcWTJ4ZlmVSTKfJJxPkU8lamyCfTNZau18pFFbtqzldNkCqASVvOII/sjQfxR+J4g2HLzn99914N96NKxeWZZHNZtdUDRUaft+KohCNRlcph6LR6BWrBimEIJc7xOzct5ib+x6GkcbhaKGt7T5ibR+84hU5dT3FwsIPmV94mFTqJcDC5+imNaPScmQ/nqJuw/89vwXde6B2TjUNnfTcbENK2aStIpqeqpf1Bvu/sDGVbGk+1Nb+blrwGiGEYH7+e5w89V8wjAJ9fb9NT/enkYTM/F//PyT/z+fIBfy8cNP1LN7gZcRhp7oV9OXvqV/z0xfsozfYW09N6wv20envRD0DPqbKqTpEWjLgHs4Ms1BcNk92yI56ylx/qL+uTOoKdL1p14JLYSRKJL56HH06j//mTgLv60VS7O/kwak0P//5lwh7HfzmhzfxTLnMjxYz5E2LkKpwe1OQe5qD7I34ccoyBw4c4Nvf/nb92G63m3A4TCQSIRKJ1OfD4TB+vx9JkuzqfJZFwbDImxYFswaXDHMZOJkmeWN5vt427NO43YWWlVIsHZco1yBSCTc2TPIqMn7NRdDpJ+QMEXY3E3QE8KlKXQXlq6mgPA3A6kqq8A1dZ/bkMSYOH2D88AHmTp9EWBaq5qB9w6Z6ZbaWvn7kcnqlUfcKA+9pyM0g/VHynQ+NurtaxR//8W/ijUTwhpemMA6XG0tYCITtbVK7qBdCYGEtLxPY2yCwarBkad2qdq35M/pA/ViN/aXtVj3GWo/T8HyXXoMlBPOVKuOlChPlChOlCmXLAgQBRabTpdHpctDhVAmq8qrHPdfzXfE+WSZU84hKFquSQ1RzUMkjqjlEpYAwSvUfkynJlBUXZUeAisNPWfVQUVxUFSeW4kIoToTsQKBgSQoWMhYKFgomMpaQMSQFU8iYKBhCxkDGQEEXsl09TZeQSkDRQi4IpIKACoAMQsFyagifC8vrRPidmD43ODWgtj8qsiTjlCUcS1BFOhdgqW0n2fNL2zmFgSM5jGPhMM6FIziMEprmpuLqJFkOMDefo7y4iGoaqMKiqbmVWGc37R29tEe7CCo+lEwVJV1FSpWxUhWMVGUVKCliMqsUSDrTpDwLTCqTzKpx5rUEGXeRWFMHGyIbGIoMsT68nvXh9Xi0lUS7UiwsV6+YnWZ2aobx2QRHcgon3f1Mu2Io3mF8LY9gueZAAo/l4u7kTfza4K8Qu2sTC1N5Hrv/KKm5Iptvauf6Dw3icC2f2IRhrTKIXts4uspa/76mJjB9TnSPRsWrUPSoFFwKWbdM1iWTcskknDIJDUqWoGCa5IwqWb1K3jAoGCbVisDIW0h5C6lgIOd1pLyBpC8/oFAlhE/D8qoIn4bwqch+DbdHxauouBUJjyLjkZXleUXBI8u1vj3vUWSCeob2xUO0z7xIKHEEb3oUrbSIZKyEQ0gyOAM2bG3eAJ1XQ/97oHkIZAVhmsz98X8m/c1vEvr4xzjV28tTp05y/UdvI+lO1g2rx7PjAKiyysbIxrph9fbm7bR523izwhKC/bkiT9S8iV7LFrGAsKpwc83A+j0RP60NabS6rjM+Pl5PZVtctI0Hg8Fg3VC7v7//TSs//EaGZelUq3EqlTnKNahUKc8uz1fmqFQWakC4MWSczpaVKXDOttp8W325olzh90gvw7Hvwitfgonn7WqdG++pqY/21m9A1op0Os2zzz7L66+/jmVZbNu2jZtuuommpjeuIs+lhF4u2xCpDpZqbcN8IZVYUU1uKdyBIL7IEkRahkyNwMntD7yj4Oe78dMRlmlSLuTtyoj5LOVczlbn1aZyPkcpl0OvlFE1DdXhRHU4UB0ONKfT7muO2rLldarDieq0+9qZy2vzsqK+Id95wzDOWqVM15dV8W63e03VUCgUelOrlFlWhcXFJ5md+xaJxBMIYeL3byUW+xBtrfegaZcG0g0jRzz+Y+YXHiGZfBYhDNzuXlrldbSePIFv+DW7bPdVn6S0+edJFpUViqHUzBTp+bl6ERIAX7RpFRiKdHTiC79z/HPe6ihX5jhx4v9icfExAoEdbNz45/i869Dn55n+d/+e0r59jPb2MnXnHXz4k58kErF9b4QQxEvxejpaY8pbvLSs7lJllR5/j23AHeyrg6DeQO+qa/tcNVeHSI3KpOn89PLxJJXuQPcq36TeYC9O5Y2zDBG6Rfp7wxRensPRFyD6iY0oARtAvjaR4lNfeJkWv5Ovf3o3Aa+Dp1M5vhdP88PFDFnDIqDKvC8a5P0tIbZhkI4vkEwmSaVS9fZMJaGqqqtA0hJcCgaDa3ptXtBrEaJ+31FogE/5BtBUMC2yVZ35xCLxZJJENkO2WqDqVDBcGrrTRVV1UsJJGTfWBQ4QapJ09hS8BhWUnXJnL/MpDSl4Z4AolyzVf+uVYpGpY4eYOHSAicMHWJy07zGcXi9dm7bSvXUH3Vu2E2nvXP3/YJlIivrOh0buPrcY/OPBt/ppvG1CINVuYCVkSUJGQpZkJElCYvnLszQvI4NU6yMhascACaveB0tIWNj3/5ZY7ts7S/V9akuQhIGEiSRMuxIbFmDWVEwma+YXvUEhIaHICpqsoUoqiqygyqo9SeryfK2/Yn1tGYaFXiii5wtUsxmcxTgRpURYK6MhEDgxPZ2orVvwt2/A6XSjyiqKZB9Lk7UV/aXjyjpIBUE1XiE7nKc4XcIwwCkpNKMSQEURCqpQUISMKVsktDQLSpIFLUlcS5HTquSxSJUhm3VSKTRTtpopKl6Kigddro0cKQWaW16B8HOUhZ1206I28fPTd3F7+Ubk+/optXs49NgkkwcX8XsUegdDeBUZKa+jFHQcBQNn0cBZWU2CLCDnlEg5ZRJOWHAI5h0ScafKolMi4ZRYdMgknBIl9ewXLBICh2ShYoBZxioXMXNlyBtIeaAoIxU1MJb/hBVVEAzKtEVd9LUE2dAWZV2rn/agC6+q1MCQjFuRcZzrAtM0bNXd3EEYfx7mDkFy1PaFWZHWiQ2HXCEIdkHrRui8DgZvhXDvWQ9f1IssFBdYKMxj/PUXCX/r6fq6tBdmIpBsdqF0dxFev5nezXvYsPU9uD1vro9CvKrX1EQ5nkxmSeomErDD7+GWqJ/bIgF2BDwXbFKYTqc5ffo0w8PDjIyMUKlUkCSJrq6uugqpra3tTS9R/GaFEBa6nqyplJbB0hJUKtda01xtJK2qIVyuRpBkp8A19lXVf2k3AQvH4bX7be+jchoiA7Drl2DHz4M3etbdstkszz//PK+88gqmabJ582ZuuukmWlvP75f0dgkhBKVcdqVaqTZfSCXJJe220fR1KRRVxRte6a201rzmfOdD0XfjjQlD1ynnspTyObvNZSnVIFA53zCfy1HK2+vXUtAthaKquP0BXP4AmsuFWdUxqhUMvYpRraJXKhjVygqocDEhSXIdLJ0JlLSlvuZo2GbltpYsU9JNClWdQrlCtlgkmy+QKxRW3AgGAgGam5toamquw6Hm5mY8nrdfemm1usjc/PeYnX2QfP4YkqTR1HQrsdiHiEb2nreggmmWWFx8nPmFh0kknsSyqric7bRGf4bmBR3r+e+RWkyTlDtI+reRrHpJzs1Syi4Xw1FUlXCs4www1EU41o7D/Q7w33ubhhCC2dlvcur0n2JZVQb6f4+url9CkhTyTz/N9O//B/RCgVeu2kngvvu45557LljZtgR/liDSSGaEscwYk7lJTLE8kBzzxuqKpEYj7ogrsuK3UNSLjGXHViiTRjIjTOQm6kIFWZLp9HWuUCYtQaUz4dTlROG1edLfPo3kVIh8YgOugRAAr4wl+dQXX6Y95Obrn95Nk88GWFXL4ulUnocX0vxgMUPaMPEoMn1uBy0OjTanRqtDo8Wh0qIpeCplHMU8UiZNLrUSKjX6lkmSRCgUWhMqhcPhK6ZCbAzLNImPjzJ17AjTx48wdewwlXIKV6SCp8uBp8+PCFkUlTxFoVDGTUXyYTl6EM5uTK0dXW1GVyIUhboqBa9RGXWh9iSKxEovqLrKScZlmliZJMbiAuXZKUQ6iUOvEnBodHR00tPbR9/gOlojUXyqTIvT8c6HRtH+XnHvn/0xshAIvYrQq1iVMmalglkuYpaKGKUCkmkiC4EsBAoWbrcbj9eHz++3p2CQQDBEIBTGF/CjKgoORUZTFDRFRlNkHIqCLNtwRZZkG880AJdVEEaSVqw7swVWHKu+TDrjMRqWrQV6JEkCAcOlat0T6YV0gbmqfZMbVBWGvE66XU5aHCqKJJHUDRK6wWLVbhO6UU9/OzMUCaKaWp+aHCvbqEOlqdZGzSLB/BRyZrLmozTR4Kc0AeUMQsAsYQ5YvRySBzmiDHLUbGPRdAImkmTQFZRZ1+qlPxagt8lFT9SFQ7N9XQzLwLRMDGFgWA1TrW9aZr2vW/pyv2Gbxn7jel3oGIZOsZinVMpRLheoVEroloElCYQMkqaCpoAiYUkWpqVjWDqGEIg3+aLGhknLUElGRhL2cxCShEDGklRMRaPEHAKLoOFjQ3UbH0rcwdZ8EzkVCqpEqCpwrfEVqMiw6JRs8FODPhm3TN6lUHArlDwKFa+K7rIQ5gJSZQzFSOKWTELeTloCQ4Q9XbhlCcPMU6wmyZcXyZQXSJVmSRSnWchNspjLIspBrEoTotIC1RhWtRXTWL7x8jihr8nNpliYjW0h1rf6Wdfqo8XvvLgLylIKFk/DwlGY2gfzh+00zVKKVUBTksEdttMzWzfbcvC+m22zuNpjCiHIVrPMF+eZL8yzUFyw55emgt02Gh8CxBYFQwserld66cs5CS+UkKbnMBcTDY8vobW34+jtPWPqQWtvR7oCJpSGJXgtW+CJZI7HklkO5mwz/aimckvEz63RAHvDfpocl+/hYJomU1NTdRXS7KxtFu/xeOoqpIGBAXw+32U/1jstDCNXA0krU+BsyGQrmXQ9sWo/WXbbYMlRS32rqZWW4VIbDkf07OlwegmOPmSrjyZftPPZN95rV17rueGs6qN8Ps8LL7zAvn37qFarbNiwgb1799Le3n4l35a3NExDp5BKLae/nUW5pFfKq/Z1er2r/ZXCUbyRCP7ack8o9K6R9zs4hBAYlUoN7CyBHhsGlbJL6p9GJZC9nV4unfWYmtOFy+/H7Q/YIMi3NO/H5QvgDgRw+xrW+/1oTtcFnQNNw8CoVm2gVK2umNfry1avW55f2nb1Or1apWKYtqUAMoaiYmouLKcL0Zj2aVnI1bI9VZbaEnK1glS7yZUkeU1AtdTXnOdQTS3NL6mrHA407Szb1bZR1MtTUuVyR2vpaw+h60k0LVpPX/P7l6uYWVaFROJp5ucfZjHxOKZZRFUiOMVO9Nko6f1jJOcWSFWcmGJ5EMUdCBJp72hQDtmm1IGWlnf/P65wlEpTHD/+hyRTzxEKXcfGDX+Kx9OL0HXif/VXJP7+C+QiEZ7bs4cbPvZRrrnmmisCNKtmlYnsBKPZUVudVGvHsmOUGgocBZ1B+gJ9KzyT+oJ9tHvbV/gcVc0q49lxhjPDtvl2DSaNZccwrGXAEvPG6sdqNOMOOi/Nx0qfK5D4yjGMxRKB23vx7+1EkiVeHEnwS196md6ol6/++m4i3pXgRrcEz6Vz/Hgxy2S5ylxVZ6FiENf1NW0iIppCaw0sNWsqEUng1Su4S0XUfBbSSazkItlEgnJ55fnZ5/OtUictzbvd7ivyeQohSM5MMX3sCFM1iJRbjIMk8LcqxLZECHUqaIEcupigWl1WoDmdMfz+Tfh8G/D77Nbt7q6bblct68JS8M5QSTWCqMa0vIp1fp4zf+vOdz408nUOic2f/Rt0U6AbNR8a0+KNemqKJKEqkg2UVBlNkWpAyQZLamNflRqAk72tWu/X1qnL/VXrausdioQqy0gylKjlbgrIWyY5yyIrBBnDIG1ZpEyTlGmSNOx1Z7vYd0oSIU0h5tTocTvr0KcOfxqgUFBVkBsN3CyBKBtYRQOrZNieNcVaWzKwyibIICkyyDCnmxzLlzmaK3EsnedopkSiWqPfCPq1IpuVOJutcTZbI2yUpvBLRcBA0hwQaEUKtSGFYhDqQIp0QbgLKdwLnsg50ynOF3bFt3lmTx5j5tSJWsn7keWS9y2ty9XM1g3R3NOPerbSq4VFrCPfwTjyLYyJF9Algdm8EWPDXeT7bmNOihDPl1jMl4jniySKJRL5EouFEol8gWy5TMkwQLLsCRMkC0ky0UQZhyijCB1ZMcEBhlMGTcGhqbhkCbel4zHKuEwdh2nhsCRkwJBMTMmko9rC7ekb6Kt02K8dKLsVMmEHGcMinqtQVWWaNkQI9QfR/A6cQQcut4anQa3jbJA7WlaVxcXHmZl9gETiKcDC4d1M1XMN07QxWVhgKj/FVG6KmfwMFbOKMPxYlVasaitOsxepGqNUClHVl4FEwKWwvi1gQ6EWX71tvhg4ZJk2rFw8BfHjMPM6zB+FzCToxTV2kMATtn272rZBzx7ovAYz2EWymmGhuMBccW4FFKrDocJ83W9o+WgSIS1EUA3ix4/bcOOoOJCLMuTBpbtwm24+9sGPsXXr1hX7mrkc1bFxqmNjy9P4ONXRUayG0WZJ09C6u+sQydHbi6PHbtXm5nO+V3MVnSeSWR5P5Hg6lSNjmMjA1UFvHRRt9blX/PbfiMjn8wwPDzM8PMzp06frJZBjsVhdhdTZ2XnJUuOftrCsCpVKvAaT5s5Ig5ujUp6jUl1AiJWpV5Kk4nA0L6fAudoaUuPaastbkOPDtvfRga9DJQNN62310fZP2P+3a0SxWOSll17ixRdfpFKpsG7dOvbu3XvBVQDf6SGEoFoqrlArreW3VEinVik9JEnGGwrVvZVWpMY1zDs93red0uKnLZY+Rxv+ZGoqnyX4c4YSKLukEsqtqDJ1Zjg93jrYWQI9Ln8N+gQCNgTy+xu2CbztfWUMwzhrlbLGlDKXy2X7C4XDhEMhQgE/AZ8Xt8OBpes2bNLPDqhsdVTDOn31dksKqqW+Za5OOb2gkKQVMElzOGpQynlWhdWSukprUFcpmoyuHKdoPkdRfw0wcDkGiQRvI5c9Sb78IkIqYekOchMR4kcc5Oc8IGytf8hRJtwUIjJ0DZGhq4i0dxFp78Dtf+uqtv1LCSEspqa/wvDwfwckBgf+Ax0dn0CSZPTpaaZ/9/coHTjAyLpBTt54Ix/6xCfo7u5+w5+XJSzmC/MrqrktzTeaZjsVJz2BnjpIWmp7Aj241OXBV8MymMxNMpK2j7MElUYzoyuuY5vcTQwEB5aBUk2ddKbSac3nXDFIPXiK0sFFXBsiRD66Htmj8dzpRX7lH/Yx0Ozjq79+HSHP+f/rTCFIVA3mqzpzFZ2FqsFcRWe+Wpsq9rqF6tpwKawqtGgKIUkQMA281TLOYh4ll4VUAtJJPJUyag1Yu1yuNVPelnyULkcRn40v1AHS9LEjJGemAFAdTto39dC6IUigXSC7kxRLJykWRxA19ZmiePH5hvD5NuH3bcDn34TPux5FWV2x+WJDr6XjLcGlvG4wMzvL2NgoU9NTzC0s8OX/+IfvfGh0NiNs0xLoplWb7PmqsbK/NF8qV8gkk2RSKTKpNNl0mnwmRz6bJZ8vUNUNTEnBkmwzZNnhQvX4UTxeFJcHyelBcriQNCdC0TAE6PXHsqg2PJ5hCqpLj12DXPr5nHYvIxRZQpFtCKUoEsgSBoIKYCCQJQmHBEFFIagohGQZvySjCVAtYU+mQDEFqiFQDQvVEGiAAmiAhoRam1eREIrMiDA4bpmcxCRdU24oQC8yQygMobAemUEU3FzKhbAF1FLgZKsGqSQkVQZVtWGTw4GkOWxDNlVGUiQEFuVSnlI+SyGXJp9JUq2UsISJpEh4ImF80Sj+lhYCrS04fV4kRUZSJVAkJFkGVbKPKUukDZN4WWe6UGWqUGG6WGEuX8XIzbAt/SR7y0+zXZwAYL/Vz8PmHh4xdzNLFAkLt1XGq+fxGQW8ZhGPWcRBFdOtUfW6KAb9WM1NGNEWSpaPzHCe4mIJIaA57GL3jjau3tRC2KkRUhWCmmK3qkJAVTBLVaanx5mZniCoBojNBim+uoASdRH9xAZyksRj9x8jPpFj3TWt7P34elzes0uqDctgrjDHxOLzpOKPoBZeQRVlCpbGqyUnT2cNFo3/t703j7fkuup7v6umM9+5b8+tbrVagy1LsiTbCBuDje2Y0QaMh/ACBmJC8iAv5MEneUDI9BLIQMIUAoZgE2aMIRhDMDYe5NmSbGueWq1u9Xy7+05nPjWs/FF1pjt1q9V3aPX6fj77s3ftvatq31vnnKr67bXWdlAFjUbIxfspcwNOuJt2c4L5ap5mp3+9x4o+N06n1kJdceiG7WW2lZ+HONRaSK2Gzj+VpjMPpyLR4qnMNXIFCuMwcT3xjpexMH0LZ0e28ZwfcKY9O2QZNNOY4VzjXG8Z+y6eeEzmJ5nwJ6hQoZgUyXVyuE0XqpBUEwpRIbUKJLUUrFQqjI2NDaXp6Wn27NlzaX8n6UtNfOHCcjHp6FE6x55DO/2XF6dYHLJMcvbt4+mp7XyqMsFH2gmP1dOHgx2Bz+sm09hErx0vM+Zv3mqJSZJw5syZnhXS8ePHUVVyuRwHDhzoiUhjY2ObNsarAdWETucC7cxaqS8sDbjEtc6QJMutHXx/IhWR/G3k6g1yZw6TO/ccudAlv/d15O74Qbz9r19RrG+1WnzpS1/i85//PM1mkwMHDvDa176W/fv3m+BBFsh7YWEFa6VMVMrqWvUV3BRzueVxlsaH3eFK4xOrT2pcYyRJTLte71n2DAs9S93B+nl3wmgpIg75cnmJ4LPEGmiJBVCuVMb1tv7qs6vRbDZXXKVsbm5uyKVsdHR01VXKNvp7nyTxcguq9qVZUIWrtq2Up+WV4qJ1cXMR4zcsMnHjAsXpFnHbYf5ohdrxKXLczERBmag/zkTnCBMjAaOv/rt4r3oPjOzcwP+YAdBoPMvjj/9/zC/cx8TE13HzTf+OQiGdYK1+7GOc+smfJGp3+MJdd+J83dfxtre9jUqlcpGjrj8L7YW+mDRgnXSydrIXG1cQdpd3p3GTMgulrqg0aE2UaMKp2qmheElH5lNRaTCo91hurO/mNiAqbS9uX7ZCXP3zp5n/yyO4IwGT33MLwZ4Kn3rqHO/57fu5aUeF3/37r2K0cGXuWYkqF8KIs+2Qs51uPiw0zWRCU7TCa3dFYIyEStQh32qSq1dxqgsUW02KnRalTouRJGJqZGSZdVI3jpL3PH/vGwvznHziMU48/ggnnniUc0efRTXBcV22H7iBXbfcxPSNFUrbQlrhs9Sqj1OtPT4QysChWDzQt0iqpHkQrD1p/HyJoxDPfxG4p6336mmqSqtWZWHmLAszZ5bli+dmeg8ZsePSLJSRnbth+26SyWk6Y5O0yyM08iWqfsCCChfCmPNh2HcH0zQgN6qQgKvKmOumyXEYdV1GHIeK41B2HEriUBShkCUvVqJ2TLsZ0WllqR3TaUd0OjFhJ6YTJoRhlkdxKqAlSgyEKCEQZeU0T1MkWeq2ZauaXQzPEW7cXuHWXSNp2lHh5qkyOcdB4wQiReMEjRXiJeWoW16hvdVA63NofQEai2irhjbr0G6g7VbaBw/FS3MJiKVArAFR7BLFDoqPqofjBrhugCMeDpLqUJqKaXMoF1AukGR5v3yehFmU2ez/tpQCMInDJMIkwkEucI/7OV7mfJZt7hEAqvGN1KJ7WNR7iLxJCDycwMfN5/DyQWqB5jl4vpuKYW4qeuEKs3MtvnJsjqcbbVqilHC4dbrC3bdOUxrLp+KWJ+A4fSENWPzYMTrPVSnetZ2RbznAg/ee5EsffpZcwePr/+5NHHz5dGp51V7oWQcN5udqx9ijJ7m7FLIvSIgUHml4PNK6gcXoDtx4L2FzioVagbPzQr3d/6CMF30Oba9w4/Yyh3oiUYWp8iWu/JfEqYXQ+aczcejp1GrowlOZS9nKREGZ2uguLozv5UR5kmeCgEfdmOOtWWYaM1xoLXf1KXgFpgvTTAQTjDgjlJMy+SiP1/KQmpAsJETVqOc6CqkoNDo6ytjYWC8fTCMjI+tuKaNxTHj6zJCYtHjkCPUjzxKcOYMzsCpibWSUaO9eRq+/nukbrifYfyCzUtqHs4WCU7daLZ599tmeiLSwkMZymJqa6rmx7d+/H99elJ83qpq5w50ZWBXuzNB2u32GMFz+/XJjIeeNkx+5gVxhTz94d2a9JEzw0ENH+NznPk+9Xmffvn289rWv5eDBgyYeXQJhu5W6xM1eoDp3gXomLFVnZ6nP9d3i4nD5HahQGVklztJkr1woV9IJkKuEOIr6wk43+PMqcX+67a16jdVMzh3Xy1y9ukLPSN8drFyhMDKaCUJ9y6B8sXRV/c8uFVVlcXFxSBTqplqtL166rsvExMSyVcqmpqbWJT7I1UKSxMSdMHPtW12UanfOUhnfx9T4GKXDf4rc/z+gdjZdLONr/iHc9g7wX7jFgPH8SJKI48d/iyPP/gKOk+PQDT/Fzp3fhYiQdDrM/Kf/zNzv/A617dv55N13c9ub3sgb3vCGLW/53IpaHFs81rNM6uZHF47SSfqTixP5iSGrpG6co+2l7TiZK5SqcrZxdkhE6uYL7X58rZJf4uBo6tp2cOxgzzJparbC3O8/SVzrMPZt11N61U4++eQ5fuh37uclu0b53R98JZX8xj3DJarMhnFmpRRmbnArC00rxQ4qJDGlsE2+2aDQzgSldotS2GLa99hVzHPdSIWdE+NDFkvdlZHXot1ocOqpx1NLpCce5czhp1JhWoSpvdex55aXsuuml7Dt+nHUO0O1+ji1WioktVonesfx/Qkq5VsoV26hXL6FSvkWisXrLxpnbS1ExESjtegkCbNhPBz7pxNxPssvhBHnOiHnW23OhzG1Vf4dkiQUWnWKzTqlTpPRJGHCE6ZyPtuLRXaOjLB3Ypy9E1Ns8wJG2gm0YpJ6RNIMh93AmgNuYfV0e8WlynsnB6fg4RT9LPf62wNlKXosePDVqMMX2m0+2WzwRCNdxr7gCHeNlLhnrMw9Y2XuKBfwRAYsqZKee2AYJyiwb6JI3t/YH9X64gJHHvsyM08/QP30kyQLxylLjXGvwaRTo6JNanGeGcY5p6PM6BgnZRvHnJ2cZJLzOspCXKQV+7CC9ZPrO+QCl2LgUgkcxomZjNtMhg3GWzXG6guMVOfIxxEOLo64+H6O0sgYxcoYxdII5aDKaPRFivVP4bUPozhEhZfTLn4jrfzXozqCZiJZKpb1xbNeXdQvPx8k7zL+HYeoTnl87P2PMX+8jX+oxcIrnuRkfKwnDg3OKAjKXZUS95SUkVg5U9vOyeZNzHRu43xzN8cuxNTa/Zm2yVLADV13sgGBqBv07qK0q5kw9DRcyASic0/BhcO9QNTdYO3OQOyhthtwpjTG0UKFJ32Xr9LhYSdkfsmNfTQ3yvbidqbyU4x745S1TCEu4Ld9nLqDLirNhSaN+rD7muM4y8Sgwe1KpbIlHiJaccIXF+p8/MIiH59d5OnsO3ydA98e1nn14gVuvDCDPPdcT1yKzp0bOoa3aye5/fvxr7uO3IClkr97N7KJs+aqyvnz53sC0rFjx4iiCM/zuO6663pWSFNTUyZMXEHiuNWLs9SuH6X93MdpnfkC7fA87bxHu1Sk7XRYGgtMxCcIpgnDEhcuJNTrPoX8Tg4deiUHDtyZCU3TL+gh5lqmO6G1LM5SL/ZS6hbXWFxYJp44rtdfDW7ASqmSiUql8dQtzl8HATnstIdW/equ+DXkDtaNC5RZAw0uF74UL8gNCT75zMqnsNQdbCAmUHCFYlZcTXRdylayHFrJpWyp5dDY2NiWuMdddSQxNGZTV/kH3g8P/THEbbjhjalYdHBlq03jyqGqJEmTMJwnDBeIogXCcIEwmufUyT9ksfoQU1Nv4Oab/g25XLqYQ+fYMU7+2D+l9dhjHHnpS3no9tv4tu/8Tm699dZN/mteGHESc6p+aigQdzcfFIAKXoH9I/uHrZNGUlc3303v2arKbGt2Rcuk883zvWPl3TwvLd7Ce559C9edm2bxUEzh2/fy5EyBH/m9r3L73jF++wdeSTm3tawyNROXZjIRadAVric4tTqc7UQrGhAEUUix3epZKY1qzDbfZWcuYE+5yIGxEa6fGGfP1OSqgf7DTpuzh5/uWSKdevLxXvzEse072X3LS9lz80vZc8utFCeK1OtP9kSkWu1x6vWnSDKRUCSgXD7UE5HKWfL9S3N9veZEo0ERaFD8GRSBBgNDL0QrizEO9OL+DAWEzsoTjstEAhMRVBptvLNzNM/P056t0lloENfaJK0Y6YBPQOAWCJw8vrPGbI2Qijw98WdABFoiAA2KQ5L3EOfybkgXOhFfWKjxhSyw9qO1JgrkHOHllWJPRLq94qNxi1pYoxbWaEZNcm6Oolek6BcpekUKXmEoQNtqJKosRjELUcx8FLMQZnkUMR+m9QtRzFwn5Hytzvl6g/lWSK0DnciFUJF2nKUEacfQSXNZwUTKJWHca7BNFtiRnGcH55lmnmmZYxvzlN0Iz6vgOAWqYYnZhsPcQpuFheFZzMrUtv7qFTvTfHzX7rWXNp15Ah79U3jkg6koIm66NPut3wU3fwsUxlJrgCSiGTdpR21aUWug3KQZtmi2Wtz3cIfPPCRcaAuVBF4Wudy8rY6z9zztkQWiMOSw+xzxM+O85PDXE7khnz7wAZ6Z/Ao5L8ee8h52V3azu7SHirOPuJFj9txZjs4scGJxlFP1HbQGAlJPlQfEoekyh7J88lLEoSSBxRN9i6EB66G4doaaCG1J4yblEcpx1JPw2iIc8QOeCjyeDnwO+z6HA58Z12OquI3txe1MF6eZyk1Rkb7bmNf00KpSX6gzPz9PsznsluO67qpWQmNjY5TL5S27stezjTYfn13kE7NVPjtXo5kkBCLcM1bm9Znb2aHi6u5+ca1O59gSV7ejWfyk6kDgbs8j2Lu3FzOplw7sx5ue3vCXsDAMOXbsWE9EOn8+fUgZHR3tWSFdf/315LeQ5dSLitMPwQPvg4c+gHaqdHbdROvWb6a97zbaWh22Xmqdodk6BcserYQgmFohtlJ/O5fbjueVNuMvfFEQRxH1+dmh2EorBvJeITBzrlhaFltpyIppfDJdBr5Wpbm40BN8lruD9a2DonZ71bEGhULm6rUkzk9liTVQLzh0xVaoy1BVOp0OzWaTWq22zGpodnZ2hVXKti0TiDbDpeyqI4nTFVVrM1Cfgdq51GqoW67PpG21GWicz1YNBrwC3PEueNUPw7abNvdvuApJkqgn+KT5PFG0mIpB0QJRJgRF4SJhNCwQqa70Wp9aZNx448+wffpbe5/7hb/8S878zL8kAj5358tp3XYb73jHO5ient7Av3Zj6QpAg0JSt3y6frrXzxWXvZW97B/d37NK6gbirgR9d72F9kJvJbdezKT5I7z2udv5e+e+lePBGX5u3/uoObdw9OnXs3uqw098e5Fbpg6yf2Q/gXv1WC+qKvNRvMwN7mSjxYlag9OtNueihFkVohV+W/0opBS2GdOYSUeYDjx2FfLsrZQ4MDbCgfFRduVzlD2XJI6ZefaZLC7So5x88jFa1XQ17NL4BHtufmkqJN1yK1N79qEkNBpHqNWeoFp7LM2rjw0tqJLP7+4LSZU0z+f3LrsPvChEo9vvukt//1OfWVP86ZbXEoEmlq0G5qbiDw4TMYxHMN5RxjsJlUYMrRgdDP7c6FsEabjGkqaOZEKPh1Pw0UCJCGnHTZqdGo3mPNXaBRYWZpifO0M7atCJm4TaQRyHkaltjE7vYHR6ez/fvoPR6R0UKiPP62YfJiH1Tp1aWKMepnmtU1t1e65d5XRzgfOtKtWwRhg1EG0gq/wYL8VzAjy3gOvkEScPTp5E8sSSIyJHh4A2OdTJkZCHqIRGRTQsQJhDOz5Ox8VpO0hL0Q5oBOjyvznnO4yVc0yVA7ZX8uwazbNrJM/0SJ5tlRzTWRovBiRxxMLZ08yePMHssaeZfe4ws6dOMntulk4nGhh/zITfZDzXYCJoMpFrMF6CytQEjO2gVZmmWd5GrTjJYnGMhcIoVdejlaRiTytupXnUoh23aUbNtBy12LZ4hrvOH+Oe2dNs77ToiPCFYon/XSrwt4UczUsQLFQhrl+PzPwdGu3r8BRe1nG5lQb1XU8yPbefyux22F9l55tdSuXtNOtjnJ13eHqmxtNnF3j67CKNcCDmUL7FwW15Xrp7D4d2jHFjJhAtXfVgRdq1VAzLrIY6555gZvYwZxeeo0ZIRBoHq6ywLU7YEXbo2hxEwNFMEDoS5Dhf2UZtfB8yfoCp0nYmg0lKSYl8mLqNaU2pLlRZWFhgfn5+2UoJnuetaiU0NjZGqVTasqLQUhpxwufma3z8wiKfmF3k2WY6i3CgEPC6iRFePznCPWMlSi9wVlhViefm+iLSkjhKOvDyJ4XCgJiU5l0rJXeD4g/Nz8/3BKQjR47Q6XQQEfbu3duzQtqxY8dVc52vGtq1VPh+4H1psHmvALd+J9z1/bDn7qEVBtvtWR555NM8/PC9tNtnGRuHvXvKFIup+0a7fZYoWlh2Cs+rEATbCfxxPH8U3x/H98cG8jF8b6Dsj+GsNQljLKPTbFCd7cdWGiz33OTmZi9tyXYR8qVy3wWst8rX8lW/+u5gZVzPrM7iOKbVatFsNnv5SmmltmTJtXEch8nJyWVWQ5OTk5fkKnFN0ROCzmZi0LkBUWhmuG5QCBrEy0NpGspZKm3L8mz7wGtXXUzgWkFVieP6kPDTF3zWFn76cVxWxnXL2e//KJ43iu+P4Xkj2f1hNL13eGN4/gi+l/YLgqnevSJpNjn773+W+Q98gMbevfztHbez7667eOtb33pNTz41wgZHF48Oi0nzRzhWPTa0Ctu2wrYhEalrnTRd7E8q1sM6xx96itxfLCKh8le3fInfa57g5DNvxC0+S2Hv+3GciJJfouAVKPqp0UHX+KC73avzl7ettl3wNtfCVFVZiGLOdiJONpocnVvk2GKVk40WZ9ohF+KEOXGouT6Ru9zqKkhixlGmPIcdOZ9dxTz7KiUqzRpy6jnCZ56k/shXCWdOI0C+VGbXzS/pWSJNHzjYi7HXbp+jVnuMau0JatU0bzSOkMZpSb9L5fLNVAbc20ZHb7/6RSP/ppfo5K/9/lCdoBQkpCQhZSeiLDGjqownyliiTIQwGTpMdmCqJYy1hVzbwW0Lbktw2+C0QNbw+sIVpOAiAxY+btHHLfk4hUHLH6+/XfSRwLnkD20Sx1QvnF8WS2n27CnOz51moTFP6CWEXkLHS0iKPu5YCWe0AOUcWvCIckLoK20JacTNnhBUD+vLVnta+c90Kfklyn6ZUlCi4ld624FXpJrkmIl8ToYuJzoukRRRCRCNEG2lKWlneQviELcjuB0HJ3Sh46OhTxLmiMMCSVgkCctoXAKWv9yJW0e8ai+5XpVc0KaQ71DMx5QLCZVCQinnErgBgRPgOR6euPht8OY6uPNtnLlWL8lCGxn4KMclj86YR3PEoV5RquWI+VLIgt/EjxpMtKpMtZvsjiJ2RRG7ozjNw4jyku9ETYRTnsdJ3+OU53LWz3EuV2QuV2auMEKUK5P3CuS9PHkvT84JONSo8vKZI7z07FNUWlUix+PErls5dd3XMLfvlfi5CnkvT8ErkHfz5LwcBTc9Rrd85FyTX//UET701VPEqtzYcdntuDgHysxozOGZGo1O/wM+Xuiwo3icXaUTXDfW4Y4DL+MVN72JnRMXWf0oSaB6ivqZhzh79iHOXniSmcWjnG3McDas0RKhoDCexOyKYm7ohBwMQ4oD/6czQZ4zpXHmR3fRmjiATt+CM3YTOa0QtAOSesLiwiLz8/O91BkI+Azg+/6KFkJdcehqnj1VVZ5utPnE7CKfuFDl8ws12olScIRXj1fSlc4mRjhQ3LiXAE0SojNnBiyTjtLO8vDESRgIJuuOjg5ZJfXK+/bhFIvrMr44jjlx4kRPRDp9Op0pKxaLPSukgwcPUi6X1+X81yynvpqKRw//CXRqsP3WdOW1294O+YGAm0nCY489xr333svMzAwTExO85jWv4bbbbkMkHF4VrnWGducM7fZM5l4wl+XzqK6+apXrlpYJSt6AqDQkPHlp7nnl3pK2xnKSJKa5uDi0MpzrecuCQ+fL5Wt6GXBVJQzDiwo/K7W317DEAsjlcuTzeQqFwoopn89TKpWYmppifHz82nYpS2Kon18i/AwKQGf7lkGNC6sIQQUob1siBi0Rhcrb03Kucs24miVJhzBaHBB5+i5fXcGnKwQttQxaurLnICIBvj8s+FxM+PG8UTxvBMe5fPem9uHDnPyxf0r76ac5eted3HfDDbz+jW/k1a9+9VX77LjeREnEieqJoRXdji6k4lIt7At8Zb/cE5J68ZOcfRT/okZ4rErpa3byNzsd/vmfPc5Nu+Gbv/YYzbhKM2rSiBo0w2av3Agb/fqoSTte+/dyEEHIe/meF8xaAtPQdiZMrSZSFbxCL/7TlSCOY07OzXP4wizPzi3yXLXG6Vabs52I2QRqXkA9yNPI5VcUl3Io40lEpVUnP3ee4MJZSo0qo+0W102Mc+PePbz04A0cuvFGgnxh4LxN6vWnqVYfG7BMerIn1r7hG49c/aLR9j379Yf/0b9gLFLGQ2EycpmMPQpSIC8FChTwWP2HpCUdam6dqtug2s2dOlWvnuaD9b28RlvClcLeIAiu4+I7Pq64eI43lDuOg4ODIEM/RIqiqihKokkvRUlErDFREhElEWESEq+2ItTgOBT8yMEPhSBy0rL6FNwCOa9EMV+hVBilVJxgZGSSSmmKol+m4JUoemle8EoETh7BRXBBHcAh0XR1usEUJUojjjlca3Gk3iJsxXRaEe1GRL3RYaHeYa7Wob5C/CVHlLIfU0qaFDpV8vV5CkmdnNYI8m3csRAm20RjLRojHZpJm3bUppN06MSd3v8m1hgSZaThMVL3Ga35jNZ9Rmseo3WfXNh/eIqchMVSxEIpZKEcpuVyyEIpJPI0vY7i4jrptfMdn8AJCNyAnJvriTbdH46SV6LslxgRj4koZKLTZLxVY7Q5z2j1PJXqGYL540hnyUxJUIGxfSun0T1w7kl49M/gsf+VPuQEZbjpm1IXtoOvB29toeDMQovf+uwRfu++49Q6MdOlgEPTZa6fdNmee5KyfowJ9wFGCzA9/c3s3Pk2xkbv7n02VZX59jwzC8c4e/ZBzpx/nJnFY5ytn+Fse56ZpMVZ18FRuCHscEMn5FAn5IYwzUcHZj7ruQr18X1EU4dIJm4mrtxIzd3DXCNkfn6+ZyU0Pz8/FGMB0gfl1ayExsbGKLzIYlTUopjPzNX4+Gwam+hEK/1/HCrmeH1mTfSq0RJ5d+u94GqnQ+fkyRUtlKKzZ4f6etu3D7u67b+O4Lr9BHt2I1cwuGqtVuOZZ57h8OHDPPPMMzQaaYyUnTt39qyQ9uzZc22/YF1J2lV4+ANw//vgzEPgF9PfrLu+H3bf2XuxSpKEJ598knvvvZfTp08zOjrKa17zGu64446LBjcfjlMxtzyPFoYEpm45ihZZGn+pi4jbm6EeFpTGBkSnJVZO3jiua1YbL0aSJLlsq594lVXYILUA6go8a4k/K9Vd879RcZRa+ixzDTu3vK5xgRW/610hqLw9E4DWEIVexEJQavVTW2btE4YrCT99V7AoWiCOV48zBqRCz4C44/lrCT99Ychx8hv6LKeqLPzZ/+LMv/23qO/z2Vfczex11/Fd3/VdHDx4cMPG8WJCVTnfPN8Tknoub/PPMtOc6fXLScCPzH0Pbzj9CmYn6nzwhpj/+SV4zaEJfuR1NzJa9BnJ+4wUfEqBu+LnIkoiWlGrJyINikpLBaaVtpe2DabnQ97NvyArqMHtweN4S4RQVaVerzM7O8vs7Cwn5+Y4tlDrucHN4dDIBKV6kKeZL9AI8nRWmMTxopDRsMWUK+wuFdk3Mc7uUpHtOZ8dgc90zmO77xKEp6jXn2T79jdf/aLRbTtv1g9933sJiWnToU2HVtLKPhhNmmGdtnZoxR3a2qatHTpxm5aGhBoSkaCOi5PLI0GA5HLgBxD44Pmo76GeS+QKoQuhAx1ROo4SktB2EjrEaV0SE8UxUZIQJUlPTEkSJdYsBE4mvGiWo9KrQx0UB8EBdQEZyLv7SdYvy1V6+/aPke2ngmTHTK12NvbGJ04Hx6uBu9C3DHKqjHaaTDRabK+F7J4PGW91ECB0Ey6Mdjg31ubcWJu5iRhKqUAzKNTk3BzFyKdScyksKMFChDffwZlrwXwTkv7n0qsUKUxPUpzeRmnHNorTUxSmJ/DHKiSSCnSduLPsR6SXD5Sb4fIfm+ejcnuOl/4QOAXykiOHT05dghi8OMGLYjwVXAIc8RECxC1CbhwnGOVA5wJ3zD/O7ee/TDms0fDKPLDr9Xx695u4f/Juaji0YqWVJP0UK51VvqeuhqQLsgmOCIJCEqJJiGqHOAmJNQSSbOn6mELU5KbGCV7SPMktzdPc1DzNDc3TTHfme8dt+GXOjBzkdPl6ThX3cTzYw3P+DmajHJ1mg06zCXGMowmOKo4mBJ5HpVCgUixSKRUZKZUYKZUYLZcYq1Qo5fN4InhClgu+I7hL6yStS3OuGiFJVXm83soCWFe5b6FOqErJdXhtZk30DRMV9hWu7pfTpNGgMxCEu/NsX1CKFwbcklwXf8/uITe3rvubt2PHC1rFKEkSzpw507NCOn78OKpKLpfjwIEDvWDaruvied6a+dXy+do0VOHUl9MAsA//CYQN2PGyVDy67e3pCxnp5//w4cN86lOf4sSJE1QqFb72a7+Wu+6664qvzKQaD8x8ryA2ZS9QS+uSZHXLXMfJL7de8sd6Fkz+Ci51njeCyDUuAGwQl2v1s9TNeSlBEFyW+BMEl7ZqaJJEJEmTOG4Qx800JQ2SuNWvy9qTXnuTJAlxxEMcL32WEL9fdvysrtseZLmX9fOzff0l+3qIBDiOh4iH4wTpMcRH5AX+Fg4KQStaAw26hq0lBC0RfVZyEStPp5NvL6Lf7iRpZ1Y+g25e8yvXDVj+pFY/a4mbAV5mzZOKPKP43ipWQEN1lS3726aqaLNJXK2RLC5w4Td/k4U//xDtQ4f465fcwsTBg7z97W9nbIPc6q81ap1a6uK2mLq4HVk4wuizHv/XM28mIeHHRj/LE3Nfs8KeCZ7XwfNCAj8m8CPyQUI+UAoBlHJCKedQKbhU8h4jeY+xYo6xQsB4Mc9IrkDOy5F38/13ysxTI+fmllkKJZr0xajs3W+l98DVRKnV2ppRE11l0molAie4JCuobn2gQRrDtakk9YROrUO72mau2uJcJ6YeFGgEORq5As0gTzMIqLk+9VyeRr5Ix1/+jpFzhO2Bz31f+9KrXzTK7TykO7/vFzZ7GMsQTRAUEcVBEUktapzsJd110uS5Lp7r4HseQZZcR3AcwXPSl3nPzXKnv5+btaV59/ggor3kOOk6U44oStLbFklQjYmaDaJGnbjeIG7UiWsNknqdpN6Adqf3Nzgo4gleKYdT8qAcICUPLbloOc0TNybRCJUY1YhK0aEcuBSrine2iXOqSnJqnmimv5JLfnqC0f37mLz+ANM33MD0vgMUgmJPGHJUWJg5k8YXOnWC2ZMnmDud5s0s8BeA63mM7djVC0Q9vnN3GpB61x5yxbUDqCaqtJJMaImToXIzSZa1NZf0a8Qx9ahDLYpoxCGNOKYZx1k/pa1KJ4GOCqE6RGSi3uWgCWgHP27w2vn7ecu5T/Pm2fsYiZvMeiU+Mn4HH5m8nQdH9uOJ4jsJgcQEhOSkQzucpx5DS31a+LQSSMQFXFQcwMXBJY9QSpSDrXlu6lzgYOs8B1tn2d88xc7mmd6qZW0n4NnSfp4u7ufp4nU8UdjP44X9nPCnSByHRAQVIRGHZJPiyAwKSkPJYQWRqS82+U7ab6iuu+0MHmv58btilp991/3eOZfvV48T7p2r8okLVc50Umuil5TyvG5yhNdPVHjFaIngGonBE83NER471nNz61kpHTuGDgQul1xuOBj3ddf13N7c8fHn/fLSarU4cuRIT0RaXFy8+E4Zruv20sUEpqX5evXdskJWaxEe/mO4//1w9mHwS/Cyt8Hd3w+7Xg6kD/TPPvss9957L0ePHqVYLHLPPffwyle+ctNjsMRxawULprns5Ww166Z5ujECliOZVdOgoDTsLuev4E7nOC8uq8pLJUkS2u32ZVn9RNFa7jBy2VY/jqMkSVfAaRDHLeIkFXMGRZylok66vVT4yeqTfv1qwXtXx8F1iziOj2pEkoSoRmu6A10pRHwcJxOjJBOounb1SfpM7CSKxDESRzhRiEQhTtRGwg6OKqIgqjhJai3viId4RcQv4wRlxK/g5EaQ3ChObgzJjyP5cZzCJBKUh4Ss3lgGRLK0zs+Er8Hy5gscqglRVB2I87PYE36W1Q1ZBS2QJGtZRUgm5gwLP8MC0OhAHKB+netuvTg+GobEtRpJtUq8WCWpVYmrVZJueaW8Wk33WVwkrtVg8PfAcTj56lfz2Z07uPMVr+DNb37zRa1cjStPc6bKud99FGcm5PM3XODRcpVaJ6YeJtQ60AiVZiQ0Q6EVObRjl07k0Yk9osQn0bVdE0UiXKfdS85A2XXaBF5EzovI+Ql5TykESikQir5QygkFNyDwcmnYk8zjJPACck6Wu4Nt+V5bKkoF5Lx8rz3WmGbUoh23ekJSK27RiNM4t914t824SStu0gjT9r4VVItm3EjzKM0bcYNEExiQpJaKU6JCISpSioqU4wqj0SiluEQxzBO0cwgOHdelEeSp+z4N16eRC2iWirQqFT7+nd929YtGwf6bddtPvzedNRCyJP0cUgMcVmof7qsrtPeFHsV1SB21HMUDPAVPFBfFVcVNYhyNkSjCSSIkiiDsIGEIYQfCDk4S4yYJThLjJEmW+nWuKoHrEPipgJT3fXK+T84PyAUB+SAgn8uRDwIK+XyacjkKhQLFfIFisUCxWCTv+0MvrM/X8qLTbLAwc5b5mTMszpxl/uwZFs9l+cxZonA4lkR5fIKR6R2MTW+nMDrG+eeOcubwU7Qb6fLtuVKJnTfcxM5DN7Hz0M3suOFGCuV0lrlVrzF36iQXTp5g5vRJZk6fZubcWS7MztIRIXJ9Is/HGRmlsG0HwdQ2gvFJvLFJ3JFRpFiirfRFnnjY0qaVJCu0pfXt5PI/w4EIeVfIO04/uUJhoNxvE/KuQ16UgJBAOvjaIdA2Pi18beJpA19ruHENjReIMzPg1FR4nla0SKfdIGo1iNod4lDRULmuHnJLs80trQ4BMO84fCGf45PFAl/O56i7Lg0RAmBHrGwPO0xHEdujmO1RxHX+CLuDUSa8IoUkgeYcLJ5EsgB3ikM1t4ML7jRnknGOtyuc0QnmGM2s2KBUKq0aaHp0dJQgCIgVItVeClWX1yVKrEqoZHm2nehAP5Yco7sf/e1u32S4/9Jz98+X1sdrtC09d7RkTOFl/h6OeA5fPz7C6yZTi6KdOQvgO4iqEs3MDFkl9VZ6O3586AHQGRkZCsbdE5eu249bvvgKXKrK+fPnqVarxHFMFEWXlL/QvlfyXno5QtZ6i15D9x1VOPlA6rr2yAchasLOO1Lx6Na3QS6NM/Xcc89x7733cvjwYfL5PC9/+cspFos4ThoX0HGcZeW12l7oPqu1rf15Sl8E+xZM8yyNy9QTnqK+0BTH9VWP6TjB2jGavKVi0xieN/aC4n1cSaIoWlPgWcvqZ63vie/7Kwg8AYWCSz4v5HJCEEAQKH6g+F6C58WIhCTaykSdBvGAaJMMWPfEmciTDIg8lyvquG4B1yngugUct4jr5tN6p4DjpvXpdlrv9PoXs32yPs7Avm4BkZUtmFQV1XBASArTSb6kW9dJ86wu0RBNoqxfmNVFaNwiac2hrTm0vUDSXkA7iySdKtqpoWGNJGqiUQON2yQO2cRRagyvIiSui3o+ieujroe66aRSr58oCQlKkp4/iVhdeL1SOJl4FGTiUiY8DVloZZZWgxZcmTDV7xdk/VZoFy8NAL1M+JknDBezBQBW/3z3rBkHBJ9LEX5Sq5+tMfGkqiT1Bkl1MRV6ajXixUWSao24muZp22CeiUJZPjiBtBpSKuGUy0i5BMUSFIskhQJaKBDn88T5HFEuR+j7PDg3x9lcjm/5lm/hzjvv3ID/grEaGsbM/fkzNO4/e/HOS2ij1LJUzVINetvD9d1Eb/tiQV+KQBmhkqVyltIyq9SneZE0dM3Vzt7/8NqrXzQq7a/orT/zalwN8DSPqzlcAlwNcDTA6ZV9HAlwJcBz8nhuDldyuF4Aro86LrhpUsdBXRccN72ZOWldIpJaUDgOiTg9K4pYhBghESF14hFigUjTcveW131ZjZLuiyhE6OVbnlwGriZ4qrhkVhikFhSeI3iOQ+AIvuMSuC6+6+A7Tl94GrDOIAxJ2k2SZpO4WSeu14kaNcJqlbjZwB8bJ5jchjc2gVsZIQ7y1Nttaq0m9XaHRhSlAo5C6LhEnkfk+uhlWlUIkHccCisJNVm5MFBORZ1+ebW2guOQc4SATirsJHV8reMmNTSpEUc1oqhGFGflON2Oe3V1oria1sU1kmT1wK19HDyvjOeWcb3ycNkt43mVgfJAfeISHP4cwRMfxTn+QCr6BOXUPBuylT2mSByfuN1A6+dwqydxBwKiL8gYZ3SCGSaZYYoZJjnPOMXK+KrL0Y+OjtrMDNkDEUvFphUEqwFhzBO4pVTAc67+G8pmoFFE2IuflAbj7lorRadOD/X1tm0bjp2Ulf29e3GusAvU8+ViwtPzEaW2opDlOM7KgpIDXnsBt3EWL6ym7qajO3Anr8ctT+J5Hs1mkzNnzjA7O3vFxnMlEZGegNQtX2x7UHRamqflGM9r43otPLeF67VwnSaOm+VOA8dpIk4DkQaONEDqiKz1cl1MH2OdMiIVRMq4zgiOO9LLPXcE1x3tuaS4brkn+q0mnHVdvy7V6mcwXp1IguNEuG7UywtFl3zeIZ8X8jkhyEHgp0KP5yV4boyT9XckBOkA7cxCp3lVijqbShz2Xb+WuYbNDMcLaq7yHfRLAzGCVnAHG4wblHv+iw+oxiSZiNUVktK8b0nVE74yUWzQ0qorfK0kmiWaHTcJh0WzJeVkicC26rlWaO/jDAs7Q/F9ugLQwMpf3T7e6JaIm5Z0OpmFzyLJUmufNSx7enm1mi6eshaeh5ZKaKGAFgvEuTxJIU8U5AgDnygI6Hg+Hd+n5bq0XIeW69IUoSlCQ5XkeXzHxsfH+e7v/m527dr1Av87xpWic6JK0oyWa6g6YDuzQtvK9QOVS9p6u2hCI0pYbEdUw5jFTjxQjljsRFQ7MYthTLUTpe1hVteJqEVrf6YFKHpKwYWCm1BwE3JuTM6JyTsxvhMSSETgdHDp4EsHlzaetBDaiHYI44H7ZqYZLBWiZLBGpXduVzwCx08Xhcpi9PqOjyfZtvip15P4+I7Xq/ccH09cHBza9Trf+IPvuPpFo9tvv10//OEP9x52Bx98X2h5tbYrhed5eJ6HuC6OHyC+j7humns+uC7i+Yjnoa6LeB64HjFZALsk6aUoy8MkIY5jwiQmTBKiOEnLcdonjBNCTQgTzQQwlzjLu2JYry6bEVKvOyPkkbhumrL+cVc0E4cYiBASwEfxkwQ/DnHDDk67hRuGeHGIF0XkUEqBTymXo1JMY9iMVSqMVioUPW9I0FlmtTNozZMJQ4HIsocx1ZgoqhPHtdTsN15J5KlnddWe4BNl2+l+9Sxy/MVnulJ//2KapIg4JRwpIFLMUgGRAlAA8ogUUPKgeSCPZnmS+NnMoJIkSS9frbxSnRPW2bn4FfbMf4nttUdxl+joNYo9YegsU9SL+4gmbqA8sWOZODQyMmKikHHVkTSbdJ47PmyZ1I2fNChAOA7+7t3DcZMmxsH309/i7Pe4Vw4GyisktrKL2PPgSgpZl9S3MU9cPUfUrKYTL26ByCsRi0cUXdl774sTxXVDPL+N73WyvD2c+208r5Pl3e3VhZUkcYiigDDMEUW5NA9zhFGQ5TkEcNwI14mGcs+Ncb0Y141x3QjXjVNhyIkQJ8RxwouIXCvhIJLHcdLkugWcAWHG84q93PNKLw5R53KIOqnQ0w0KXZ8ZXilsMF5Qc27lY3QnnHpxgbavvGJYeRqCi1txXqukz3IxqiGOk9s0qx9Nkr7Q0xVyVrTsGbDwWVwkqlZJMpGIztqTnipCksul1jy5HFEuIPQDQt+n7Xt0XK8n9LQ9n9D3CYMs9306QUCySqB33/cJgmBZvlLdWm1L63zff3F8541NI06UWitioRmy2ApZbIYD5YjFVrbdDFns9svaF5ohrXDt+2DgOYzkPSp5j0repZRzKOagkIOCr+SCuBfnyfXCdMLJ7SBOE3WbREmbVtyiFbVoxS3aUX+7Hbdpx+3eSnTtqE0zbhIly5+3Hnn3I1tPNBKRNwO/CLjAb6rqz63V/847b9fPfe5/gzjpKl8imX+yk/04OwNB+pysbbnAcKmkqw3E6yJSXU75slGFJEEyNzkXTYMio6nLnCZpTKM4RpI4XUI7jtAoQuMQDUOSsIOuMAYlC7ktQn5kjPz4BPmxCXJjE+RGxwhGx3Fz+TUEkQ7QRLU5kLdAWkALGchF2r3ccTo4ma9qWr60WcY49oginzj2e3kcBURxVo69/na332A5y1U3xi9+6YzvxVwr8tri+vBxim5COHEImX4JpenreuLQyMgInrc1XBcMYyOIFxaGRKTBVd6SxtqrwlwUkeVCku8NbAdrik7Lk7fC8Vbru+TYQTrpsKrA5Xlb74G5OQcP/hE88D449wTkRtKg2S/77l4AW00jBgKgmrqWp66yqeWuKv1+mk26aRpjLV0oIr1PpccBkPTlTpa0dY8zUAdZuTdLmb4sdZ+HuoL/YPlKtV1K3+69dPDeutK9tr8dolpHtQrUUK0BdZA6UEekjkhjIG/gOA1EVrj3q6AaoOqj6pMk3eSSxB5x4mX3U5codokihyhK8yTO2hKPJHaz3OvnsUe6gMilfV6lGzvSdfAcJytndVmsyDS+JGnKyt5gOAJJn4s80aysuJKkOQke3XKMS4IrCV63TJTlMZ7GuBLhapaIcZIY0ShdZCKJ05iFSZSVs7rB8qp1UWq90WvPjrkSPSFo+8WXkTchaMugqmi7PeyqlVn2hPMLhAsLhPPzmcizSLxYRWs1kloV6g2o16HVQi7yzhZ7XibkBHQ8j44/LOgMijwdP1gm+mihQJDLvWAhZ2md53kXdQU2jKuVdhRTHRKTomXC06AgtbRPdJEwK6XAZaSQrkQ3WvAZKXi9VenSei+r7/cp5xxyQYLjdgiTDq24xcGxg1tLNJJU0XkKeCNwArgPeJeqPrbaPjfdlNNf/e97LuNsqag0KCylYpKb1WVlnFSQykQplohS/f2zVc8ygSrtO1i/RMRCsr7OknNkx0CyuqVjcHr1dB+IkzRPNHvuGMiTRNFESLJV3JIkrYsTRROI4359HCe97cFyFCtxlKTlKOm1RXFC1ImIOzFJGKGRQpyKUU5ecEvgdZVPN8R1w0wFzba9CM/L6t1OL3eci88+qgpJkkM118tVc6D5NGfAikcKyIB1D6TWP45TzGYtvYuKMBcTZjZyH8Mw1gdVJTp3jqRaRcOwnzrh8HYvddAwhCha3rbqPktSb9/OUD1L9l8vhkSkZVZUwZqi07K0ghUWvf1XEctWs9zyPOTsg8jDf4A8+Regbbb+z59ksRTT+3e/vFadXGK/wToucjznEs6xWr+L76sCiQOhk4AmuLHixook6WTTkHixkqDRq0tFEk3i3nNJpBAnZK7+bpYcol557bo4k2sur+/SOocYj4hsFdsrivZFp4HUF6i6YhZ9McshE73S3HPA7QpiPVHMxXU9yJWRXAVyFSSf5V7q4jT4HNEtX2q+Xn0vdR9VTbez949ueajv4Hb3mL1/uy4/7tI+A/TalvYdPE+W60pj6uUQVhdpz82lQs/8PNHiAvFCas2jmRWQ1uupyNNs4DSaOK0WTrOJcxG3rkSkJ96EwYCos2Q7zufRQh7NYv1IuYRTqeCUy/iFwmWLO77vm7BjGBuMqtIM4xUsmkIWGhcXoKrtiLWkHEegkk+Fps/8s298QaLRepgmvBI4rKpHAETkD4G3AKuKRvn8Hm65+WdT809SM1A0DaKHJr364XKcBdnL+hCnvpJZfeo3GQ+0J9lxl9f325PsuMNjSJJ0yfLBc6kuGUN2/PSGs/xc/T6r9H0ey/etiICThnBivZ2QHCeH65ayOD0jq8TsWVLOcs+r9MqOkzcBxTCMK4qI4E9Pw/T0Zg9lCFVdWZgarFsmUnVWFKkY3O9Sha0sJc0mGmXHWG3fi7gwXB6Tl9512W1BLtIOl6JGLe8iLLv3Xuw4l3DL6h1i8NBD++lAnlzycVc/1wt5ftAlf7MsGc8KbdmEWfoImRtuH/o7ZM22dN3PJBtDtMp+rHBN5DLbUpbG1Ohv61D5irdlJnBr7XcprGVtslLbSucY+mg+z+M9n7Zr5QnPA0LPI85EnigIiHI54rExkkKeJF+AUjEN6lwq4ZRLSLmMOzKCNzKCOzJCUKngBwHli4g7JuwYxosHEaEYeBQDjx2jz3+1wyRRqu1oyF2uK0AtLnGp+8wLHOt6iEa7geMD2yeAVy3tJCI/BPwQwL59+9i16+3rMJSrh76ANCwsQdeXui869cW0bp/l9T1hqiuwrVi/5BwDwlgaW6E0JPyk4k8Jx7GVoQzDMJ4PItJzSdvqqCrE8SrCU7SmqMWaolW09EQrnX35WC62z2oBNdesu3if5edevsuy417GuVe0+L6cv+kS/sZL+n8am4Iq2bOaokkCXdfLrrYpfZGz62bZM9hZoa3HwOZqbf16zc67VEzsj0F7AQzSPr2PkFxCn2Vj6vZdfYz9Y9GNDdtvGzgNy/4XsmT/4b9t2XehO84BLXlQ3gVwikXckQreyAj+6Cje2BjB2Bi58XGCQqEn7LirxPUxDMO4kjiOMFpIXdIuxi+884Wda9OCoKjqe4H3Atx9993X/FNLanHjZi5rhmEYhrE5iEjqkuZ5UChs9nAMwzAMwzCMTWQ9bBxPAnsHtvdkdYZhGIZhGIZhGIZhGMZVwnqIRvcBh0TkgIgEwDuBD63DeQzDMAzDMAzDMAzDMIx14oq7p6lqJCI/AnwEcIHfUtVHr/R5DMMwDMMwDMMwDMMwjPVjXWIaqepfAX+1Hsc2DMMwDMMwDMMwDMMw1h9bt9EwDMMwDMMwDMMwDMNYholGhmEYhmEYhmEYhmEYxjJMNDIMwzAMwzAMwzAMwzCWYaKRYRiGYRiGYRiGYRiGsQwTjQzDMAzDMAzDMAzDMIxlmGhkGIZhGIZhGIZhGIZhLENUdbPHgIhUgSc3exzGMkaBhc0ehDGEXZOth12TrYldl62HXZOtiV2XrYddk62JXZeth12TrYldl63HIVUdvdydvSs5khfAk6p692YPwhhGRN6rqj+02eMw+tg12XrYNdma2HXZetg12ZrYddl62DXZmth12XrYNdma2HXZeojIe1/I/uaeZqzFX2z2AIxl2DXZetg12ZrYddl62DXZmth12XrYNdma2HXZetg12ZrYddl6vKBrslXc0+43SyPDMAzDMAzDMAzDMIytw1axNHpB5lKGYRiGYRiGYRiGYRjGlWVLWBoZhmEYhmEYhmEYhmEYW4utYmlkbAIiEovIVwfS/jX6flJEzIVwnRERFZHfHdj2ROSciHx4M8dlgIi8Nbs+N2/2WK517HuytRGR2maPwViZi10bu9dvHHZP2XqIyE+JyKMi8lD2XPyqzR6TASKyR0T+XESeFpFnROQXRSRYo/8/EZHiRo7xWiL73fr5ge0fF5F/tYlDuuYZeKd/VEQeFJH/V0SuqM5jotG1TVNV7xhIRzd7QAZ14FYRKWTbbwROPp8DiMhWWRXxxca7gM9k+SUjIu76DOea5gV/TwzDMDaZy7qnGOuDiNwDfCtwp6reBrwBOL65ozJERIA/Bf6Xqh4CbgTKwL9bY7d/AphotH60ge8UkanNHojRo/tO/1LSZ+JvAv7llTzBhopGNvu49RGRu0TkUyLygIh8RER2DjT/vUzFfEREXrlpg3zx81fAt2TldwF/0G0QkVeKyOdF5Csi8jkRuSmrf7eIfEhEPg787cYP+cWNiJSB1wA/CLwzq/sGEblXRP5SRJ4UkV/rqvoiUhORnxeRB4F7Nm/kL2ou53tyr4jcMdDvMyJy+0YO+loh+358eGD7V0Tk3Vn5qIj8axH5sog8bJYWG8ta18bYGNa4p6z2nflmEXkiezb7JbOqXBd2AudVtQ2gqudV9dRqz8WZVd4v2nPxuvN6oKWq7wNQ1Rj4MeAHRKQkIv85+/8/JCI/KiL/GNgFfEJEPrGJ434xE5HGI/6xpQ0isl9EPp5dj78VkX0iMioixwaekUsiclxE/I0e+LWAqs4APwT8iKS4IvKfROS+7Lr8g25fEfln2XPYgyLyc2sd1yyNrm0K0ndN+7Psy/vLwNtU9S7gtxhW8ouqegfwj7I2Y334Q+CdIpIHbgO+OND2BPB1qvpy4GeAfz/Qdifptfv6DRvptcNbgL9W1aeACyJyV1b/SuBHgZcAB4HvzOpLwBdV9XZV/cyGj/ba4HK+J/8DeDeAiNwI5FX1wQ0bsTHIeVW9E/jvwI9v9mAMY4NZ7Z6yjOw37teBb8qezbZt0BivNf4G2CsiT4nIr4rI19tz8ZbgpcADgxWqugg8B/x9YD9wR2Yd9nuq+kvAKeB1qvq6DR7rtcR/A75HREaX1P8y8Nvd6wH8kqouAF8Fuu8n3wp8RFXDjRrstYaqHgFcYJp0cmJBVV8BvAJ4j4gcEJFvIr0XvUpVbwf+41rH3HDRSETKmfLYnWF8S1a/X0QeF5HfkNQf72+k73pgrA+D7mnfAdwE3Ap8VES+Cvw0sGeg/x8AqOq9wIiIjG3weK8JVPUh0pvgu0itKQYZBT4gIo8A/5X0Ztrlo6o6uyGDvPZ4F6lIQZZ33Qm+pKpHspmvPyCdOQaIgQ9u7BCvLS7ze/IB4FuzF4EfAN6/IYM1VuJPs/wB0utoGNcSq91TVuJm4IiqPptt/8EafY3LRFVrwF2kM/TngD8C/gH2XLyV+Qbg11U1ArBn4I0jE+7+J/CPlzTdA/x+Vv4d+s/FfwS8Iyu/M9s2NoY3Ad+b/YZ9EZgEDpG64L5PVRtw8e/PZsQ+aQHfoaqLkvpCfkFEPpS1HQLeparvEZE/Br4L+N3VDmRccQR4VFVXc6dZutSeLb23fnwI+M+kN8TJgfp/C3xCVb9D0sDlnxxoq2/U4K4lRGSC1Dz6ZSKipMq9An/J6t+JViYkGevL8/qeqGpDRD5KOrPydtIXBGN9iBiemMovaW9neczmPItcy1zs2hjryBr3lD/Hrsumkt23Pwl8UkQeBv5v7Ll4s3kMeNtghYiMAPuAo5sxIKPHLwBfBt53CX0/BPz77PfvLuDj6ziuax4RuZ70+WqG9P3+R1X1I0v6/J3nc8zNcE8T0g/NQ8DHgN3A9qztWVX9ala22ceN50lgm6TBABERX0QGLVnekdW/htTMbWETxnit8FvAv1bVh5fUj9IP+PvuDR3RtcvbgN9R1etUdb+q7gWeBb4OeGVm4umQfj/MFW1juZzvyW8CvwTcp6pz6zu8a5pjwEtEJJfNvn/jJo/H6GPXZnNZ7Z7isPJ1eRK4Xvor3L5j6QGNF46I3CQihwaq7gAex56LN5u/BYoi8r3QW1zk50kthT8C/APJFoDJBAmAKlDZ+KFeW2SWKX9M6v7U5XNkcdqA7wE+nfWtAfcBvwh82CZW1w8R2Qb8GvArqqqk35N/2I0hJSI3ikgJ+Cjw/ZKtNDjw/VmRzZjd+x5Sf+y7VDUUkaP0Z1PaA/1iwNzTNhBV7YjI24BfynxUPVIV+dGsS0tEvgJ0XTuMdUJVT5C+2C7lPwK/LSI/TWrpYqw/7wL+w5K6DwL/kPQG+CvADcAngD/b2KFd21zO90RVHxCRRS5tZsx4nmQP721VPZ5ZDD9C+kL8lc0dmWHXZsuw2j3lnaQvYEPXRVWbIvKPgL8WkTrpfce48pSBX84Euwg4TOqq9l7suXjTUFUVke8AflVE/gWpuPpXwE+SviveCDwkIiHwG6TPZO8l/b6csrhG687PAz8ysP2jwPtE5CdI3Ty/f6Dtj0jDBHzDho3u2qGQuZ/5pL9fvwP8l6ztN0kNcb4sIkJ6Xd6qqn8t6eIw94tIh/73akUkFaA2BklXT/sp4AZV/VEReR2pedqBrMuHVfXWrO+PA2VV/VcbNkDDMIxLRES+AfhxVf3WTR6K8TwQkV2k7gc3q2qyycN50SHpanS/oaq2ktAWw67N1YuIlFW1lj3w/zfgaVX9r5s9rmsZEfkk6TPA/Zs9FsMwjPVmw9zTujNcpJHU7858hb+XdJUbwzAMw1hXMvP2LwI/ZYLRlUdEfpg0MOxPb/ZYjGHs2lz1vCebRX6U1P321zd3OIZhGMa1xIZZGtkMl2EYhmEYhmEYhmEYxtXDhlga2QyXYRiGYRiGYRiGYRjG1cWGxjQyDMMwDMMwDMMwDMMwrg42LKaRYRiGYRiGYRiGYRiGcfWwLqKRiOwVkU+IyGMi8qiI/D9Z/YSIfFREns7y8axeROSXROSwiDwkIncOHOv7sv5Pi8j3rcd4DcMwDMMwDMMwDMMwjGHWxT1NRHYCO1X1yyJSAR4A3gq8G5hV1Z8TkX8OjKvqPxORbwZ+FPhm4FXAL6rqq0RkArgfuBvQ7Dh3qercFR+0YRiGYRiGYRiGYRiG0WNdLI1U9bSqfjkrV4HHgd3AW4Dfzrr9NqmQRFb/PzXlC8BYJjz9HeCjqjqbCUUfBd68HmM2DMMwDMMwDMMwDMMw+qx7TCMR2Q+8HPgisF1VT2dNZ4DtWXk3cHxgtxNZ3Wr1hmEYhmEYhmEYhmEYxjqyrqKRiJSBDwL/RFUXB9s09YuzpdsMwzAMwzAMwzAMwzC2IOsmGomITyoY/Z6q/mlWfTZzO+vGPZrJ6k8Cewd235PVrVZvGIZhGIZhGIZhGIZhrCPrtXqaAP8DeFxV/8tA04eA7gpo3wf8+UD992arqH0NsJC5sX0EeJOIjGcrrb0pqzMMwzAMwzAMwzAMwzDWkfVaPe01wKeBh4Ekq/5J0rhGfwzsA44Bb1fV2Uxk+hXSINcN4PtV9f7sWD+Q7Qvw71T1fVd8wIZhGIZhGIZhGIZhGMYQ6yIaGYZhGIZhGIZhGIZhGFc36756mmEYhmEYhmEYhmEYhnH1YaKRYRiGYRiGYRiGYRiGsQwTjQzDMAzDMAzDMAzDMIxlmGhkGIZhGIZhGIZhGIZhLMNEI8MwDMMwDMMwDMMwDGMZJhoZhmEYhnFNICL/SkR+fI32t4rISy7hOEP9ROTfiMgbrtQ4DcMwDMMwtgomGhmGYRiGYaS8FbioaLS0n6r+jKp+bJ3GZBiGYRiGsWmYaGQYhmEYxosWEfkpEXlKRD4D3JTVvUdE7hORB0XkgyJSFJGvBb4d+E8i8lUROZilvxaRB0Tk0yJy8yr93i8ib8uOfVREfjZru19E7hSRj4jIMyLywwPj+olsDA+JyL/ehH+NYRiGYRjGRfE2ewCGYRiGYRjrgYjcBbwTuIP0mefLwAPAn6rqb2R9/n/gB1X1l0XkQ8CHVfVPsra/BX5YVZ8WkVcBv6qqr1+h39JTP6eqd4jIfwXeD7wayAOPAL8mIm8CDgGvBAT4kIi8VlXvXa//hWEYhmEYxuVgopFhGIZhGC9Wvg74M1VtAGRiD8CtmVg0BpSBjyzdUUTKwNcCHxgQhXKXeN7ueR4GyqpaBaoi0haRMeBNWfpK1q9MKiKZaGQYhmEYxpbCRCPDMAzDMK413g+8VVUfFJF3A9+wQh8HmFfVOy7j+O0sTwbK3W2P1LroZ1X11y/j2IZhGIZhGBuGxTQyDMMwDOPFyr3AW0WkICIV4Nuy+gpwWkR84HsG+lezNlR1EXhWRL4bQFJuX9rvMvkI8AOZNRMisltEpl/A8QzDMAzDMNYFE40MwzAMw3hRoqpfBv4IeBD438B9WdO/AL4IfBZ4YmCXPwR+QkS+IiIHSQWlHxSRB4FHgbes0u/5jutvgN8HPi8iDwN/wgsToQzDMAzDMNYFUdXNHoNhGIZhGIZhGIZhGIaxxTBLI8MwDMMwDMMwDMMwDGMZJhoZhmEYhmEYhmEYhmEYyzDRyDAMwzAMwzAMwzAMw1iGiUaGYRiGYRiGYRiGYRjGMkw0MgzDMAzDMAzDMAzDMJZhopFhGIZhGIZhGIZhGIaxDBONDMMwDMMwDMMwDMMwjGX8H5c6FxAgPVXsAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1440x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Rainfall, much less so...\n",
    "\n",
    "test00['Rainfall - (MM)'].plot(figsize=(20,5));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "radical-freeware",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather['Temperature - (Celsius)'].plot(figsize=(20,5));"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "blank-essex",
   "metadata": {},
   "outputs": [],
   "source": [
    "weather['Rainfall - (MM)'].plot(figsize=(20,5));"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adjacent-welding",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "#### _Temperature_ looks largely cyclical with incremental YOY increase in the average temperature, as one would expect. \n",
    "\n",
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "#### I'd like to compare the slope of average temperature increase with the slope of average coffee bean flavor metric decrease. I believe there to be a correlation between the two."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "sustained-pittsburgh",
   "metadata": {},
   "source": [
    "<img src='https://black-jack1.s3.amazonaws.com/GA/lightbulb.png' style=\"float: left; margin: 30px; height: 60px\">\n",
    "</br>\n",
    "</br>\n",
    "\n",
    "#### _Rainfall_ appears to reset more over the course of time.  I'd have to dig deeper to recognize specific trends."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "occupational-interest",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "adapted-complexity",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}