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    "## Notebook: Financial Analytics\n",
    "*PADS - Programa Avançado em Data Science*\n",
    "\n",
    "Insper\n",
    "\n",
    "**Paloma Vaissman Uribe**"
   ],
   "metadata": {
    "id": "3CAEvdiRIVh_"
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### We will start by picking up some data from Yahoo Finance APIs"
   ],
   "metadata": {
    "id": "k5qMB7yEI1Oq"
   }
  },
  {
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      "/tmp/ipython-input-1513362024.py:5: FutureWarning: YF.download() has changed argument auto_adjust default to True\n",
      "  data = yf.download(stocks_list, period='5y')['Close']\n",
      "[*********************100%***********************]  4 of 4 completed\n"
     ]
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       "Ticker       BBAS3.SA   BBDC4.SA   ITUB4.SA   SANB4.SA\n",
       "Date                                                  \n",
       "2020-11-23  11.589112  14.348302  20.156155  14.215531\n",
       "2020-11-24  11.897979  14.993038  20.721098  14.784431\n",
       "2020-11-25  11.864407  14.799619  20.476992  15.099722\n",
       "2020-11-26  11.676399  14.559301  20.044575  15.264223\n",
       "2020-11-27  11.619331  14.442083  20.198011  15.181969\n",
       "...               ...        ...        ...        ...\n",
       "2025-11-14  22.440001  19.469999  40.599998  17.500000\n",
       "2025-11-17  22.500000  19.320000  40.299999  17.270000\n",
       "2025-11-18  21.879999  19.090000  40.099998  17.330000\n",
       "2025-11-19  21.580000  18.900000  39.849998  17.129999\n",
       "2025-11-21  22.000000  18.790001  39.970001  17.150000\n",
       "\n",
       "[1247 rows x 4 columns]"
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       "      <th>Ticker</th>\n",
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       "      <th>2020-11-23</th>\n",
       "      <td>11.589112</td>\n",
       "      <td>14.348302</td>\n",
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       "      <td>14.215531</td>\n",
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       "      <th>2020-11-24</th>\n",
       "      <td>11.897979</td>\n",
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       "      <th>2025-11-14</th>\n",
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     "metadata": {},
     "execution_count": 4
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   ],
   "source": [
    "import yfinance as yf\n",
    "\n",
    "#getting historic stock data from yfinance\n",
    "stocks_list = ['BBDC4.SA', 'ITUB4.SA','SANB4.SA', 'BBAS3.SA']\n",
    "data = yf.download(stocks_list, period='5y')['Close']\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Then we transform data to build log returns:"
   ],
   "metadata": {
    "id": "LpGSlep5PL7Z"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "# function to build log returns from a dataframe\n",
    "def log_returns(df):\n",
    "  import numpy as np\n",
    "  df_ = df.copy()\n",
    "  for stock in df.columns:\n",
    "      df_[stock] = np.log(df_[stock]).diff()\n",
    "  return df_.dropna()"
   ],
   "metadata": {
    "id": "H_KE23npIUhc"
   },
   "execution_count": 5,
   "outputs": []
  },
  {
   "cell_type": "code",
   "source": [
    "# applying the function\n",
    "daily_returns = log_returns(data)\n",
    "daily_returns"
   ],
   "metadata": {
    "id": "7Fv9A93TIUvR",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 455
    },
    "outputId": "e8e2b266-fc72-4dbf-bc28-0d799f0432e6"
   },
   "execution_count": 6,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker      BBAS3.SA  BBDC4.SA  ITUB4.SA  SANB4.SA\n",
       "Date                                              \n",
       "2020-11-24  0.026302  0.043954  0.027643  0.039240\n",
       "2020-11-25 -0.002826 -0.012985 -0.011851  0.021102\n",
       "2020-11-26 -0.015973 -0.016371 -0.021343  0.010835\n",
       "2020-11-27 -0.004899 -0.008084  0.007626 -0.005403\n",
       "2020-11-30 -0.021908 -0.013895 -0.013909 -0.050462\n",
       "...              ...       ...       ...       ...\n",
       "2025-11-14 -0.002670 -0.000513  0.003949  0.014969\n",
       "2025-11-17  0.002670 -0.007734 -0.007417 -0.013230\n",
       "2025-11-18 -0.027942 -0.011976 -0.004975  0.003468\n",
       "2025-11-19 -0.013806 -0.010003 -0.006254 -0.011608\n",
       "2025-11-21  0.019275 -0.005837  0.003007  0.001167\n",
       "\n",
       "[1246 rows x 4 columns]"
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       "      <th>Ticker</th>\n",
       "      <th>BBAS3.SA</th>\n",
       "      <th>BBDC4.SA</th>\n",
       "      <th>ITUB4.SA</th>\n",
       "      <th>SANB4.SA</th>\n",
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       "      <th>2020-11-24</th>\n",
       "      <td>0.026302</td>\n",
       "      <td>0.043954</td>\n",
       "      <td>0.027643</td>\n",
       "      <td>0.039240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-25</th>\n",
       "      <td>-0.002826</td>\n",
       "      <td>-0.012985</td>\n",
       "      <td>-0.011851</td>\n",
       "      <td>0.021102</td>\n",
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       "    <tr>\n",
       "      <th>2020-11-26</th>\n",
       "      <td>-0.015973</td>\n",
       "      <td>-0.016371</td>\n",
       "      <td>-0.021343</td>\n",
       "      <td>0.010835</td>\n",
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       "    <tr>\n",
       "      <th>2020-11-27</th>\n",
       "      <td>-0.004899</td>\n",
       "      <td>-0.008084</td>\n",
       "      <td>0.007626</td>\n",
       "      <td>-0.005403</td>\n",
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       "    <tr>\n",
       "      <th>2020-11-30</th>\n",
       "      <td>-0.021908</td>\n",
       "      <td>-0.013895</td>\n",
       "      <td>-0.013909</td>\n",
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       "      <th>2025-11-14</th>\n",
       "      <td>-0.002670</td>\n",
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       "      <td>0.003949</td>\n",
       "      <td>0.014969</td>\n",
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       "      <th>2025-11-17</th>\n",
       "      <td>0.002670</td>\n",
       "      <td>-0.007734</td>\n",
       "      <td>-0.007417</td>\n",
       "      <td>-0.013230</td>\n",
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       "      <th>2025-11-18</th>\n",
       "      <td>-0.027942</td>\n",
       "      <td>-0.011976</td>\n",
       "      <td>-0.004975</td>\n",
       "      <td>0.003468</td>\n",
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       "      <th>2025-11-19</th>\n",
       "      <td>-0.013806</td>\n",
       "      <td>-0.010003</td>\n",
       "      <td>-0.006254</td>\n",
       "      <td>-0.011608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-21</th>\n",
       "      <td>0.019275</td>\n",
       "      <td>-0.005837</td>\n",
       "      <td>0.003007</td>\n",
       "      <td>0.001167</td>\n",
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      "application/vnd.google.colaboratory.intrinsic+json": {
       "type": "dataframe",
       "variable_name": "daily_returns",
       "summary": "{\n  \"name\": \"daily_returns\",\n  \"rows\": 1246,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"date\",\n        \"min\": \"2020-11-24 00:00:00\",\n        \"max\": \"2025-11-21 00:00:00\",\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          \"2023-11-08 00:00:00\",\n          \"2022-09-05 00:00:00\",\n          \"2025-05-23 00:00:00\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"BBAS3.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.017361123798087595,\n        \"min\": -0.13567163006146776,\n        \"max\": 0.073551616446073,\n        \"num_unique_values\": 1233,\n        \"samples\": [\n          0.021816910685275914,\n          0.005680821214710363,\n          -0.015264859830072197\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"BBDC4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.019134664845044665,\n        \"min\": -0.19096994779444154,\n        \"max\": 0.1453476823406099,\n        \"num_unique_values\": 1230,\n        \"samples\": [\n          0.03490088287397519,\n          -0.012220027148670098,\n          0.008024276162633459\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"ITUB4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.016226162552253832,\n        \"min\": -0.19801483658765173,\n        \"max\": 0.07944675689840919,\n        \"num_unique_values\": 1231,\n        \"samples\": [\n          -0.0033428210623802634,\n          0.014851919539703662,\n          0.009072818194691745\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"SANB4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.016994463216485577,\n        \"min\": -0.08212584103888965,\n        \"max\": 0.11005031515470476,\n        \"num_unique_values\": 1216,\n        \"samples\": [\n          0.03520796716200669,\n          -0.01928204655921606,\n          -0.03011417634627822\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
      }
     },
     "metadata": {},
     "execution_count": 6
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Then we can plot log returns and understand about conditional hererocedasticy and distribution"
   ],
   "metadata": {
    "id": "OmAEVcCgPcgZ"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# Boxplot of daily returns\n",
    "daily_returns.boxplot(figsize=(6, 5), grid=False)\n",
    "plt.title(\"Daily returns of the stocks\");"
   ],
   "metadata": {
    "id": "nXr0_8KSIU1V",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 468
    },
    "outputId": "babf8bf9-60cb-4b60-91f7-bef77903be4d"
   },
   "execution_count": 7,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 600x500 with 1 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# Lineplot of daily returns\n",
    "daily_returns.plot(figsize=(10, 5))\n",
    "plt.title(\"Daily returns of the stocks\")\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Log Return\")\n",
    "plt.grid(True)\n",
    "plt.show();"
   ],
   "metadata": {
    "id": "RsjBJL52IU7Q",
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 458
    },
    "outputId": "6a6d2759-71b0-4e99-ea29-19b3e5aa1bcd"
   },
   "execution_count": 8,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# Lineplot of prices\n",
    "data.plot(figsize=(10, 5))\n",
    "plt.title(\"Daily prices of the stocks\")\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Prices\")\n",
    "plt.grid(True)\n",
    "plt.show();"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 458
    },
    "id": "oETWk2J3Qq2y",
    "outputId": "a6bef430-b020-48a5-e91f-14c1ecdb1f7e"
   },
   "execution_count": 9,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# matrix correlation of log-returns\n",
    "\n",
    "import seaborn as sns\n",
    "correlation_matrix = daily_returns.corr()\n",
    "plt.figure(figsize=(8, 6))\n",
    "sns.heatmap(correlation_matrix, annot=True, cmap='coolwarm', fmt=\".2f\")\n",
    "plt.title('Correlation Matrix of Log-Returns')\n",
    "plt.show()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 564
    },
    "id": "0Gn_AORrR1Sw",
    "outputId": "42112b90-4d6c-4dba-93f4-118666827e39"
   },
   "execution_count": 10,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 800x600 with 2 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "id": "OP13l67URZ-Z"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "# calculate historical volatility of log_returns (generated by AI)\n",
    "\n",
    "def historical_volatility(log_returns, annualizing_factor=252):\n",
    "  \"\"\"Calculates the historical volatility of log returns.\n",
    "\n",
    "  Args:\n",
    "    log_returns: A pandas DataFrame of daily log returns.\n",
    "    annualizing_factor: The number of trading days in a year (default is 252).\n",
    "\n",
    "  Returns:\n",
    "    A pandas Series of annualized historical volatility for each asset.\n",
    "  \"\"\"\n",
    "  import numpy as np\n",
    "  import pandas as pd\n",
    "\n",
    "  daily_volatility = log_returns.std()\n",
    "  annualized_volatility = daily_volatility * np.sqrt(annualizing_factor)\n",
    "  return annualized_volatility\n",
    "\n",
    "# Calculate historical volatility for the daily returns\n",
    "historical_vol = historical_volatility(daily_returns)\n",
    "print(\"\\nHistorical Volatility:\")\n",
    "historical_vol"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 277
    },
    "id": "eT5S6_uCRR8r",
    "outputId": "c021fb6c-3123-4356-8ce2-361f5cfa23a3"
   },
   "execution_count": 11,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "Historical Volatility:\n"
     ]
    },
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker\n",
       "BBAS3.SA    0.275599\n",
       "BBDC4.SA    0.303753\n",
       "ITUB4.SA    0.257582\n",
       "SANB4.SA    0.269779\n",
       "dtype: float64"
      ],
      "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>0</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ticker</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>BBAS3.SA</th>\n",
       "      <td>0.275599</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBDC4.SA</th>\n",
       "      <td>0.303753</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ITUB4.SA</th>\n",
       "      <td>0.257582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SANB4.SA</th>\n",
       "      <td>0.269779</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div><br><label><b>dtype:</b> float64</label>"
      ]
     },
     "metadata": {},
     "execution_count": 11
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Now let's calculate CAPM model for the assets. For this we need to pick up the market return"
   ],
   "metadata": {
    "id": "a_pGZuryT5x4"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "#getting historic stock data from yfinance\n",
    "stocks_list = ['^BVSP']\n",
    "ibov = yf.download(stocks_list, period='5y')['Close']\n",
    "mkt_returns = log_returns(ibov)\n",
    "mkt_returns = mkt_returns.rename(columns={'^BVSP': 'mkt_return'})"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "PvJDfSpdT6ro",
    "outputId": "6a650aef-b65b-4a3b-cec0-9b104a7f0656"
   },
   "execution_count": 12,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "/tmp/ipython-input-684809409.py:3: FutureWarning: YF.download() has changed argument auto_adjust default to True\n",
      "  ibov = yf.download(stocks_list, period='5y')['Close']\n",
      "[*********************100%***********************]  1 of 1 completed\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "mkt_returns"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 455
    },
    "id": "aKv2X1j7T72G",
    "outputId": "49deb4f2-cb5f-4034-d670-65ef94bc683f"
   },
   "execution_count": 13,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker      mkt_return\n",
       "Date                  \n",
       "2020-11-24    0.022168\n",
       "2020-11-25    0.003156\n",
       "2020-11-26    0.000853\n",
       "2020-11-27    0.003152\n",
       "2020-11-30   -0.015374\n",
       "...                ...\n",
       "2025-11-14    0.003665\n",
       "2025-11-17   -0.004741\n",
       "2025-11-18   -0.003005\n",
       "2025-11-19   -0.007316\n",
       "2025-11-21   -0.003940\n",
       "\n",
       "[1246 rows x 1 columns]"
      ],
      "text/html": [
       "\n",
       "  <div id=\"df-375d4ca3-aa7f-4788-9f50-7227e3cf723b\" class=\"colab-df-container\">\n",
       "    <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>Ticker</th>\n",
       "      <th>mkt_return</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-11-24</th>\n",
       "      <td>0.022168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-25</th>\n",
       "      <td>0.003156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-26</th>\n",
       "      <td>0.000853</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-27</th>\n",
       "      <td>0.003152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-30</th>\n",
       "      <td>-0.015374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-14</th>\n",
       "      <td>0.003665</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-17</th>\n",
       "      <td>-0.004741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-18</th>\n",
       "      <td>-0.003005</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-19</th>\n",
       "      <td>-0.007316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-21</th>\n",
       "      <td>-0.003940</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1246 rows × 1 columns</p>\n",
       "</div>\n",
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      "application/vnd.google.colaboratory.intrinsic+json": {
       "type": "dataframe",
       "variable_name": "mkt_returns",
       "summary": "{\n  \"name\": \"mkt_returns\",\n  \"rows\": 1246,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"date\",\n        \"min\": \"2020-11-24 00:00:00\",\n        \"max\": \"2025-11-21 00:00:00\",\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          \"2023-11-08 00:00:00\",\n          \"2022-09-05 00:00:00\",\n          \"2025-05-23 00:00:00\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"mkt_return\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.011145502660324769,\n        \"min\": -0.05255815960324739,\n        \"max\": 0.0539280239506752,\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          -0.0014179817534891725,\n          0.012005505814030926,\n          0.004005865108107187\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
      }
     },
     "metadata": {},
     "execution_count": 13
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# prompt: capm model between log_returns and mkt_returns\n",
    "\n",
    "import statsmodels.api as sm\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "\n",
    "beta_sm, alpha_sm = dict(), dict()\n",
    "\n",
    "# Loop through each stock to perform regression\n",
    "for stock in daily_returns.columns:\n",
    "\n",
    "  # Define dependent and independent variables\n",
    "  y = daily_returns[stock]\n",
    "  X = mkt_returns['mkt_return']\n",
    "\n",
    "  # Add a constant for the intercept (alpha)\n",
    "  X = sm.add_constant(X)\n",
    "\n",
    "  # Perform the regression\n",
    "  model = sm.OLS(y, X).fit()\n",
    "\n",
    "  # Extract beta and alpha\n",
    "  beta_sm[stock] = model.params['mkt_return']\n",
    "  alpha_sm[stock] = model.params['const']\n",
    "\n",
    "  # Print the regression results summary\n",
    "  print(f\"\\nCAPM Regression Results for {stock}:\")\n",
    "  print(model.summary())\n",
    "\n",
    "print(\"\\nBetas from statsmodels:\")\n",
    "print(beta_sm)\n",
    "\n",
    "print(\"\\nAlphas from statsmodels:\")\n",
    "print(alpha_sm)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "IiuSk334Uhj7",
    "outputId": "c8966c3c-b663-42b5-d20a-90eb3a22634f"
   },
   "execution_count": 14,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "CAPM Regression Results for BBAS3.SA:\n",
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:               BBAS3.SA   R-squared:                       0.396\n",
      "Model:                            OLS   Adj. R-squared:                  0.395\n",
      "Method:                 Least Squares   F-statistic:                     815.1\n",
      "Date:                Mon, 24 Nov 2025   Prob (F-statistic):          2.70e-138\n",
      "Time:                        00:38:31   Log-Likelihood:                 3597.1\n",
      "No. Observations:                1246   AIC:                            -7190.\n",
      "Df Residuals:                    1244   BIC:                            -7180.\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:            nonrobust                                         \n",
      "==============================================================================\n",
      "                 coef    std err          t      P>|t|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const          0.0002      0.000      0.593      0.553      -0.001       0.001\n",
      "mkt_return     0.9800      0.034     28.549      0.000       0.913       1.047\n",
      "==============================================================================\n",
      "Omnibus:                      402.132   Durbin-Watson:                   1.967\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):             6123.473\n",
      "Skew:                          -1.067   Prob(JB):                         0.00\n",
      "Kurtosis:                      13.649   Cond. No.                         89.8\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n",
      "\n",
      "CAPM Regression Results for BBDC4.SA:\n",
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:               BBDC4.SA   R-squared:                       0.420\n",
      "Model:                            OLS   Adj. R-squared:                  0.420\n",
      "Method:                 Least Squares   F-statistic:                     902.1\n",
      "Date:                Mon, 24 Nov 2025   Prob (F-statistic):          1.73e-149\n",
      "Time:                        00:38:31   Log-Likelihood:                 3501.7\n",
      "No. Observations:                1246   AIC:                            -6999.\n",
      "Df Residuals:                    1244   BIC:                            -6989.\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:            nonrobust                                         \n",
      "==============================================================================\n",
      "                 coef    std err          t      P>|t|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const         -0.0001      0.000     -0.267      0.790      -0.001       0.001\n",
      "mkt_return     1.1131      0.037     30.034      0.000       1.040       1.186\n",
      "==============================================================================\n",
      "Omnibus:                      778.158   Durbin-Watson:                   1.995\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):            57403.684\n",
      "Skew:                          -2.086   Prob(JB):                         0.00\n",
      "Kurtosis:                      35.989   Cond. No.                         89.8\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n",
      "\n",
      "CAPM Regression Results for ITUB4.SA:\n",
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:               ITUB4.SA   R-squared:                       0.477\n",
      "Model:                            OLS   Adj. R-squared:                  0.476\n",
      "Method:                 Least Squares   F-statistic:                     1133.\n",
      "Date:                Mon, 24 Nov 2025   Prob (F-statistic):          4.35e-177\n",
      "Time:                        00:38:31   Log-Likelihood:                 3770.7\n",
      "No. Observations:                1246   AIC:                            -7537.\n",
      "Df Residuals:                    1244   BIC:                            -7527.\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:            nonrobust                                         \n",
      "==============================================================================\n",
      "                 coef    std err          t      P>|t|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const          0.0003      0.000      0.765      0.444      -0.000       0.001\n",
      "mkt_return     1.0050      0.030     33.655      0.000       0.946       1.064\n",
      "==============================================================================\n",
      "Omnibus:                      885.786   Durbin-Watson:                   2.120\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):            89558.352\n",
      "Skew:                          -2.475   Prob(JB):                         0.00\n",
      "Kurtosis:                      44.238   Cond. No.                         89.8\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n",
      "\n",
      "CAPM Regression Results for SANB4.SA:\n",
      "                            OLS Regression Results                            \n",
      "==============================================================================\n",
      "Dep. Variable:               SANB4.SA   R-squared:                       0.333\n",
      "Model:                            OLS   Adj. R-squared:                  0.332\n",
      "Method:                 Least Squares   F-statistic:                     620.0\n",
      "Date:                Mon, 24 Nov 2025   Prob (F-statistic):          2.24e-111\n",
      "Time:                        00:38:31   Log-Likelihood:                 3561.7\n",
      "No. Observations:                1246   AIC:                            -7119.\n",
      "Df Residuals:                    1244   BIC:                            -7109.\n",
      "Df Model:                           1                                         \n",
      "Covariance Type:            nonrobust                                         \n",
      "==============================================================================\n",
      "                 coef    std err          t      P>|t|      [0.025      0.975]\n",
      "------------------------------------------------------------------------------\n",
      "const         -0.0001      0.000     -0.273      0.785      -0.001       0.001\n",
      "mkt_return     0.8794      0.035     24.900      0.000       0.810       0.949\n",
      "==============================================================================\n",
      "Omnibus:                      122.523   Durbin-Watson:                   2.325\n",
      "Prob(Omnibus):                  0.000   Jarque-Bera (JB):              484.814\n",
      "Skew:                           0.399   Prob(JB):                    5.30e-106\n",
      "Kurtosis:                       5.950   Cond. No.                         89.8\n",
      "==============================================================================\n",
      "\n",
      "Notes:\n",
      "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n",
      "\n",
      "Betas from statsmodels:\n",
      "{'BBAS3.SA': np.float64(0.980028385777015), 'BBDC4.SA': np.float64(1.1130621382531056), 'ITUB4.SA': np.float64(1.0050438128645152), 'SANB4.SA': np.float64(0.8794005947267607)}\n",
      "\n",
      "Alphas from statsmodels:\n",
      "{'BBAS3.SA': np.float64(0.00022688765152020454), 'BBDC4.SA': np.float64(-0.0001101243968128927), 'ITUB4.SA': np.float64(0.00025457473075658044), 'SANB4.SA': np.float64(-0.0001074031259298704)}\n"
     ]
    }
   ]
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  {
   "cell_type": "code",
   "source": [
    "# Plotting the regressions using statsmodels\n",
    "fig, axes = plt.subplots(2, 2, dpi=150, figsize=(15, 10))\n",
    "axes = axes.flatten()\n",
    "\n",
    "for stock in daily_returns.columns:\n",
    "    idx = daily_returns.columns.get_loc(stock)\n",
    "\n",
    "    if stock in beta_sm and stock in alpha_sm:\n",
    "        X = mkt_returns['mkt_return']\n",
    "        y = daily_returns[stock]\n",
    "\n",
    "        # Scatter plot\n",
    "        axes[idx].scatter(X, y, alpha=0.5)\n",
    "\n",
    "        # Add the regression line using the statsmodels results\n",
    "        # Create a range of market return values for the line\n",
    "        mkt_return_range = np.linspace(X.min(), X.max(), 100)\n",
    "        regression_line = alpha_sm[stock] + beta_sm[stock] * mkt_return_range\n",
    "\n",
    "        axes[idx].plot(mkt_return_range, regression_line, color='red', label=f'Regression Line (β={beta_sm[stock]:.2f}, α={alpha_sm[stock]:.4f})')\n",
    "\n",
    "        axes[idx].set_title(f'{stock} vs. Market Returns')\n",
    "        axes[idx].set_xlabel('Market Return')\n",
    "        axes[idx].set_ylabel('Stock Return')\n",
    "        axes[idx].legend()\n",
    "        axes[idx].grid(True)\n",
    "    else:\n",
    "        axes[idx].set_title(f'{stock} vs. Market Returns - Data Missing')\n",
    "        axes[idx].text(0.5, 0.5, 'Data Missing', horizontalalignment='center', verticalalignment='center', transform=axes[idx].transAxes)\n",
    "\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.suptitle(\"CAPM Estimation: Regression between Market and Individual Stock Daily Returns (using statsmodels)\", size=20, y=1.02)\n",
    "plt.show()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 873
    },
    "id": "ACPEiKxPUpQl",
    "outputId": "b57f4e68-6f85-415e-d429-64a4ce8bbec5"
   },
   "execution_count": 15,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 2250x1500 with 4 Axes>"
      ],
      "image/png": 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     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# prompt: rolling betas camp for daily_returns using statsmodels regression\n",
    "\n",
    "def rolling_betas_camp(daily_returns, mkt_returns, window):\n",
    "    \"\"\"\n",
    "    Calculates rolling betas for a list of stocks against the market using statsmodels OLS.\n",
    "\n",
    "    Args:\n",
    "        daily_returns (pd.DataFrame): DataFrame of daily log returns for the stocks.\n",
    "        mkt_returns (pd.DataFrame): DataFrame of daily log returns for the market.\n",
    "        window (int): The size of the rolling window.\n",
    "\n",
    "    Returns:\n",
    "        pd.DataFrame: DataFrame containing the rolling betas for each stock.\n",
    "    \"\"\"\n",
    "    rolling_betas = pd.DataFrame(index=daily_returns.index, columns=daily_returns.columns)\n",
    "\n",
    "    for stock in daily_returns.columns:\n",
    "        for i in range(window, len(daily_returns)):\n",
    "            # Define the rolling window\n",
    "            window_returns = daily_returns[stock].iloc[i-window:i]\n",
    "            window_mkt_returns = mkt_returns['mkt_return'].iloc[i-window:i]\n",
    "\n",
    "            # Ensure there are enough data points in the window\n",
    "            if len(window_returns) == window and len(window_mkt_returns) == window:\n",
    "                # Define dependent and independent variables\n",
    "                y = window_returns\n",
    "                X = window_mkt_returns\n",
    "\n",
    "                # Add a constant for the intercept (alpha)\n",
    "                X = sm.add_constant(X)\n",
    "\n",
    "                # Perform the regression\n",
    "                try:\n",
    "                    model = sm.OLS(y, X).fit()\n",
    "                    # Store the beta value\n",
    "                    rolling_betas.loc[daily_returns.index[i], stock] = model.params['mkt_return']\n",
    "                except Exception as e:\n",
    "                    # Handle cases where regression might fail (e.g., no variation in data)\n",
    "                    print(f\"Regression failed for {stock} at index {daily_returns.index[i]}: {e}\")\n",
    "                    rolling_betas.loc[daily_returns.index[i], stock] = np.nan\n",
    "\n",
    "    return rolling_betas\n",
    "\n",
    "# Calculate rolling betas with a window of 252 trading days (approx 1 year)\n",
    "rolling_betas = rolling_betas_camp(daily_returns, mkt_returns, window=252)\n",
    "\n",
    "print(\"\\nRolling Betas:\")\n",
    "print(rolling_betas.tail())\n",
    "\n",
    "# Plot the rolling betas\n",
    "rolling_betas.plot(figsize=(12, 6))\n",
    "plt.title('Rolling Betas (252-day window)')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('Beta')\n",
    "plt.grid(True)\n",
    "plt.show()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 698
    },
    "id": "rUB07JAxdDAN",
    "outputId": "a3cc9afc-9ab8-4ad9-82a5-e914e33edde5"
   },
   "execution_count": 16,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "Rolling Betas:\n",
      "Ticker      BBAS3.SA  BBDC4.SA  ITUB4.SA  SANB4.SA\n",
      "Date                                              \n",
      "2025-11-14  0.930405  1.351129  1.064526  1.089529\n",
      "2025-11-17  0.929828  1.350274  1.064493  1.090589\n",
      "2025-11-18  0.927886  1.350379  1.064119  1.091876\n",
      "2025-11-19  0.931838  1.351916  1.064345  1.090772\n",
      "2025-11-21  0.933553  1.352218  1.063913  1.091879\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "markdown",
   "source": [
    "### Comparing expected return of stock prices with actual historical returns"
   ],
   "metadata": {
    "id": "pi3rS3Bhq-87"
   }
  },
  {
   "cell_type": "code",
   "source": [
    "daily_returns_level = np.exp(daily_returns)-1\n",
    "daily_returns_level"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 455
    },
    "id": "8u8L22vhTNQ5",
    "outputId": "35e1b726-6fd8-4080-e9f3-8115f4d2a659"
   },
   "execution_count": 46,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker      BBAS3.SA  BBDC4.SA  ITUB4.SA  SANB4.SA\n",
       "Date                                              \n",
       "2020-11-24  0.026651  0.044935  0.028028  0.040020\n",
       "2020-11-25 -0.002822 -0.012901 -0.011781  0.021326\n",
       "2020-11-26 -0.015846 -0.016238 -0.021117  0.010894\n",
       "2020-11-27 -0.004887 -0.008051  0.007655 -0.005389\n",
       "2020-11-30 -0.021670 -0.013799 -0.013812 -0.049209\n",
       "...              ...       ...       ...       ...\n",
       "2025-11-14 -0.002667 -0.000513  0.003956  0.015081\n",
       "2025-11-17  0.002674 -0.007704 -0.007389 -0.013143\n",
       "2025-11-18 -0.027556 -0.011905 -0.004963  0.003474\n",
       "2025-11-19 -0.013711 -0.009953 -0.006234 -0.011541\n",
       "2025-11-21  0.019462 -0.005820  0.003011  0.001168\n",
       "\n",
       "[1246 rows x 4 columns]"
      ],
      "text/html": [
       "\n",
       "  <div id=\"df-e2870486-8c16-4aa8-b33d-250f4e11bb40\" class=\"colab-df-container\">\n",
       "    <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>Ticker</th>\n",
       "      <th>BBAS3.SA</th>\n",
       "      <th>BBDC4.SA</th>\n",
       "      <th>ITUB4.SA</th>\n",
       "      <th>SANB4.SA</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Date</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2020-11-24</th>\n",
       "      <td>0.026651</td>\n",
       "      <td>0.044935</td>\n",
       "      <td>0.028028</td>\n",
       "      <td>0.040020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-25</th>\n",
       "      <td>-0.002822</td>\n",
       "      <td>-0.012901</td>\n",
       "      <td>-0.011781</td>\n",
       "      <td>0.021326</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-26</th>\n",
       "      <td>-0.015846</td>\n",
       "      <td>-0.016238</td>\n",
       "      <td>-0.021117</td>\n",
       "      <td>0.010894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-27</th>\n",
       "      <td>-0.004887</td>\n",
       "      <td>-0.008051</td>\n",
       "      <td>0.007655</td>\n",
       "      <td>-0.005389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-11-30</th>\n",
       "      <td>-0.021670</td>\n",
       "      <td>-0.013799</td>\n",
       "      <td>-0.013812</td>\n",
       "      <td>-0.049209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-14</th>\n",
       "      <td>-0.002667</td>\n",
       "      <td>-0.000513</td>\n",
       "      <td>0.003956</td>\n",
       "      <td>0.015081</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-17</th>\n",
       "      <td>0.002674</td>\n",
       "      <td>-0.007704</td>\n",
       "      <td>-0.007389</td>\n",
       "      <td>-0.013143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-18</th>\n",
       "      <td>-0.027556</td>\n",
       "      <td>-0.011905</td>\n",
       "      <td>-0.004963</td>\n",
       "      <td>0.003474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-19</th>\n",
       "      <td>-0.013711</td>\n",
       "      <td>-0.009953</td>\n",
       "      <td>-0.006234</td>\n",
       "      <td>-0.011541</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2025-11-21</th>\n",
       "      <td>0.019462</td>\n",
       "      <td>-0.005820</td>\n",
       "      <td>0.003011</td>\n",
       "      <td>0.001168</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1246 rows × 4 columns</p>\n",
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       "      .colab-df-generate:hover {\n",
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      "application/vnd.google.colaboratory.intrinsic+json": {
       "type": "dataframe",
       "variable_name": "daily_returns_level",
       "summary": "{\n  \"name\": \"daily_returns_level\",\n  \"rows\": 1246,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"date\",\n        \"min\": \"2020-11-24 00:00:00\",\n        \"max\": \"2025-11-21 00:00:00\",\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          \"2023-11-08 00:00:00\",\n          \"2022-09-05 00:00:00\",\n          \"2025-05-23 00:00:00\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"BBAS3.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.017264255751583375,\n        \"min\": -0.12687070516662957,\n        \"max\": 0.07632409126252782,\n        \"num_unique_values\": 1233,\n        \"samples\": [\n          0.02205663968908622,\n          0.00569698767797866,\n          -0.015148942427752443\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"BBDC4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.01897819906711765,\n        \"min\": -0.17384258436939004,\n        \"max\": 0.15644157469252007,\n        \"num_unique_values\": 1230,\n        \"samples\": [\n          0.035517066237334305,\n          -0.012145665824248808,\n          0.008056556952156013\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"ITUB4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.01608430969124068,\n        \"min\": -0.17964231826111066,\n        \"max\": 0.08268791233228723,\n        \"num_unique_values\": 1231,\n        \"samples\": [\n          -0.0033372400565526705,\n          0.014962757334918253,\n          0.009114100965594618\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"SANB4.SA\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.01704504421628144,\n        \"min\": -0.07884396782972336,\n        \"max\": 0.11633423757569661,\n        \"num_unique_values\": 1216,\n        \"samples\": [\n          0.03583510608838569,\n          -0.019097336997419778,\n          -0.029665262051535635\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
      }
     },
     "metadata": {},
     "execution_count": 46
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "def calculate_cumulative_returns(returns):\n",
    "    \"\"\"\n",
    "    Calculates cumulative returns from a series of simple returns.\n",
    "\n",
    "    Args:\n",
    "      returns: A pandas Series or NumPy array of simple returns.\n",
    "\n",
    "    Returns:\n",
    "      A pandas Series or NumPy array of cumulative returns.\n",
    "    \"\"\"\n",
    "    cumulative_returns = (1 + daily_returns_level).cumprod() - 1\n",
    "    return cumulative_returns\n",
    "\n",
    "# Example usage:\n",
    "# Assuming you have a pandas Series of daily returns called 'daily_returns'\n",
    "# Example Data\n",
    "\n",
    "cumulative_returns = calculate_cumulative_returns(returns)\n",
    "\n",
    "print(cumulative_returns)"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "k40CB5qrt1xY",
    "outputId": "72f286ce-573e-487e-b0b0-0dbd35fdbd55"
   },
   "execution_count": 53,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Ticker      BBAS3.SA  BBDC4.SA  ITUB4.SA  SANB4.SA\n",
      "Date                                              \n",
      "2020-11-24  0.026651  0.044935  0.028028  0.040020\n",
      "2020-11-25  0.023755  0.031454  0.015918  0.062199\n",
      "2020-11-26  0.007532  0.014706 -0.005536  0.073771\n",
      "2020-11-27  0.002608  0.006536  0.002077  0.067985\n",
      "2020-11-30 -0.019119 -0.007353 -0.011764  0.015430\n",
      "...              ...       ...       ...       ...\n",
      "2025-11-14  0.936300  0.356955  1.014273  0.231048\n",
      "2025-11-17  0.941477  0.346501  0.999389  0.214868\n",
      "2025-11-18  0.887979  0.330471  0.989467  0.219089\n",
      "2025-11-19  0.862093  0.317229  0.977064  0.205020\n",
      "2025-11-21  0.898333  0.309563  0.983017  0.206427\n",
      "\n",
      "[1246 rows x 4 columns]\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# Lineplot of daily returns\n",
    "cumulative_returns.plot(figsize=(10, 5))\n",
    "plt.title(\"Cumulative returns of the stocks\")\n",
    "plt.xlabel(\"Date\")\n",
    "plt.ylabel(\"Returns\")\n",
    "plt.grid(True)\n",
    "plt.show();"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 458
    },
    "id": "XzT7H-Tlw1Cv",
    "outputId": "f367f8ce-c2c3-4288-9dcb-7c87905d65e4"
   },
   "execution_count": 48,
   "outputs": [
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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8fhTkuC1btuT7779nypQp3H333Xh5eTFw4MDbek8L6uTJk3Tv3p0RI0bQqFEj9Ho9v/zyCzExMYwcOTLPfd966y369u1Lu3btmDRpkpqq3dfX125drYJo3rw5Op2ON954g4SEBAwGA926dSMoKCjfx3jxxRf57bffGDBggJraPiUlhUOHDvHjjz9y/vx5h7mPNl988QUfffQRQ4YMoXbt2iQlJfHZZ5/h4+OjBlLu7u40atSI77//nnr16uHv70/jxo1p3Lhxvt+TuXPnsnbtWjp37szDDz9Mw4YNiYqKYvny5WzdutXp0glvvfUWCQkJPPHEE3h7ezNmzJjb+vyEEHeoUsjUKIQQFcLJkyeVhx56SAkPD1dcXV0Vb29vpUOHDsr777+vpKenq/VSU1OVSZMmKb6+voq3t7cyYsQI5erVq7mmr7927Zrd64wbN07x9PR0eP3OnTsrERERdmVnzpxRevTooRgMBiU4OFh5+eWXlXXr1uUrff3ixYuVunXrKgaDQWnQoIGydOlStU05HT9+XOnUqZPi7u6uAGoq+9xSvSuKojzwwAMKoPTo0SPX9/Onn35S7rnnHsXT01Px9PRUGjRooDzxxBPKiRMnct1HUXJ/3wpy3OTkZGX06NGKn5+fAti9N/l9T519HoqSnb7eWVrznNfA9evXlSeeeEJp0KCB4unpqfj6+ipt2rRRfvjhhzzP3+avv/5SOnTooLi7uys+Pj7KwIEDlaNHj9rVKUj6ekVRlM8++0ypVauWotPp7M63Ro0aSv/+/R3qd+7cWencubNdWVJSkjJ9+nSlTp06iqurqxIYGKi0b99eefvtt5WMjIxcX3vv3r3KqFGjlOrVqysGg0EJCgpSBgwYoOzevduu3rZt25SWLVsqrq6uDv+m8vOeKIqiXLhwQRk7dqxSuXJlxWAwKLVq1VKeeOIJxWg0Kopin77exmw2K6NGjVL0er2yYsWK2/78hBB3Ho2iOOl3F0IIIYQQQghRbGSOmBBCCCGEEEKUMAnEhBBCCCGEEKKESSAmhBBCCCGEECVMAjEhhBBCCCGEKGESiAkhhBBCCCFECZNATAghhBBCCCFKmCzoXAQsFguRkZF4e3uj0WhKuzlCCCGEEEKIUqIoCklJSYSFhaHV5t7vJYFYEYiMjKRatWql3QwhhBBCCCFEGXHp0iWqVq2a63YJxIqAt7c3YH2zfXx8Srk1hWMymVi7di29evXCxcWltJsjygm5bkRByTUjCkquGVFQcs2IgirqayYxMZFq1aqpMUJuJBArArbhiD4+PuU6EPPw8MDHx0e+tES+yXUjCkquGVFQcs2IgpJrRhRUcV0zt5qyJMk6hBBCCCGEEKKESSAmhBBCCCGEECVMAjEhhBBCCCGEKGEyR6yEmM1mTCZTaTcjVyaTCb1eT3p6OmazubSbU264uLig0+lKuxlCCCGEEKKckUCsmCmKQnR0NPHx8aXdlDwpikJISAiXLl2StdAKyM/Pj5CQEHnfhBBCCCFEvkkgVsxsQVhQUBAeHh5l9mbdYrGQnJyMl5dXngvPiWyKopCamsrVq1cBCA0NLeUWCSGEEEKI8kICsWJkNpvVICwgIKC0m5Mni8VCRkYGbm5uEogVgLu7OwBXr14lKChIhikKIYQQQoh8kTvuYmSbE+bh4VHKLRHFyfb5luU5gEIIIYQQomyRQKwElNXhiKJoyOcrhBBCCCEKSgIxIYQQQgghhChhEoiJWxo/fjyDBw/OV93z58+j0WjYv39/sbZJCCGEEEKI8kySddzhbjWs7tVXX+Xdd99FUZQSapEQQgghhAC4mpTOT3uuMKJVVQK8DKXdHFHEylWP2JYtWxg4cCBhYWFoNBpWrFiRZ/1Nmzah0Wgc/ouOjrar9+GHHxIeHo6bmxtt2rRh586dxXgWZUtUVBRRUVFcuXKFefPm4ePjo5ZFRUXxwgsv4Ovri5+fX6m1UZJgCCGEEOJONG7JLt5YfZx5fx4v7aaIYlCuArGUlBSaNWvGhx9+WKD9Tpw4YRdcBAUFqdu+//57pkyZwquvvsrevXtp1qwZvXv3VteGquhCQkLU/3x8fNBoNHZlXl5eDkMTLRYLb775JnXq1MFgMFC9enVef/11p8c3m81MnDiRBg0acPHiRQB+/fVX7rrrLtzc3KhVqxazZs0iMzNT3Uej0fDxxx9z77334unpmeuxhRBCCCEqsmNRiQD8fepaKbdEFIdyNTSxb9++9O3bt8D7BQUF5dqj88477/DQQw8xYcIEABYtWsTKlStZsmQJ06ZNu53mVljTp0/ns88+Y8GCBdxzzz1ERUVx/LjjLzVGo5FRo0Zx/vx5/v77bypXrszff//N2LFjee+99+jYsSNnzpzh4YcfBqzDIG1mzpzJf//7XxYuXIheX64uUyGEEEKI23bpRqr6ONjHrRRbIorLHXGH27x5c4xGI40bN2bmzJl06NABgIyMDPbs2cP06dPVulqtlh49erB9+/Zcj2c0GjEajerzxETrrxUmk8luGJ3JZEJRFCwWCxaLpahPq0jlnAN2c1sVRVHPIykpiXfffZf33nuPBx98EICaNWvSvn17u/NMTEykf//+GI1G1q9fj6+vLxaLhVmzZvHSSy+p+4aHhzNr1iymTZvGjBkz1NccNWoU48aNy7VNZYnFYkFRFEwm0x23oLPtepfhoyK/5JoRBSXXjCioinDN/Lo/khd+Oqw+zzCZy/X5lHVFfc3k9zgVOhALDQ1l0aJFtGrVCqPRyOeff06XLl34999/ueuuu7h+/Tpms5ng4GC7/YKDg5328NjMmzePWbNmOZSvXbvWbvFmvV5PSEgIycnJZGRkFN2JFSNFUdTA0sZkMpGZmUliYiJ79uzBaDTSpk0bh3oAycnJgDWQqlKlCr/++isajUatu3//fv755x/mzp2r7mM2m0lPTyc6Olp9/xo1auT0+GVRRkYGaWlpbNmyxW6I5Z1k3bp1pd0EUc7INSMKSq4ZUVDl+Zp5Ybv9LfqNhCRWrVpVSq25cxTVNZOamnrrSlTwQKx+/frUr19ffd6+fXvOnDnDggUL+Oqrrwp93OnTpzNlyhT1eWJiItWqVaNXr174+Pio5enp6Vy6dAkvLy/c3Mp2l7KtR0yj0didA4CLiwt6vR4fHx8CAwMB8PLycqhnKwfo378/X3/9NUeOHKFbt27q9pSUFGbOnMmQIUMc9g0KCkKrtU5bDAwMdHr8sig9PR13d3c6depU5j/nomYymVi3bh09e/bExcWltJsjygG5ZkRByTUjCqq8XzMWiwLb7QMCjYsb/fp1LqUWVXxFfc3ktzOhQgdizrRu3ZqtW7cC1pt9nU5HTEyMXZ2YmBhCQkJyPYbBYMBgcEwh6uLiYvfhmc1mNBoNWq1WDTDKqpxD/25uqy3bpFarpX79+ri7u7Nx40Zq167tcBzbvo8//jhNmjRh8ODBrFy5ks6drV8ed911FydPnqRevXp5tqc8vGc2Wq0WjUbj8PnfSe7kcxeFI9eMKCi5ZkRBlddr5ni04018pkUpl+dS3hTVNZPfY9xxgdj+/fsJDQ0FwNXVlZYtW7J+/Xo1K6DFYmH9+vU8+eSTpdjKssvNzY2XXnqJqVOn4urqSocOHbh27RpHjhxh0qRJdnWfeuopzGYzAwYM4M8//+See+7hlVdeYcCAAVSvXp377rsPrVbLgQMHOHz4MHPmzCmlsxJCCCGEKBsu3UhzKLPIeq4VUrkKxJKTkzl9+rT6/Ny5c+zfvx9/f3+qV6/O9OnTuXLlCl9++SUACxcupGbNmkRERJCens7nn3/Ohg0bWLt2rXqMKVOmMG7cOFq1akXr1q1ZuHAhKSkpahZF4WjGjBno9XpeeeUVIiMjCQ0N5dFHH3Va99lnn8VisdCvXz9Wr15N7969+eOPP5g9ezZvvPEGLi4uNGjQgMmTJ5fwWQghhBBClD1HIx17xCwSh1VI5SoQ2717N127dlWf2+ZpjRs3jmXLlhEVFaWuVQXWJArPP/88V65cwcPDg6ZNm/LXX3/ZHeP+++/n2rVrvPLKK0RHR9O8eXNWr17tkMDjTjB69GinAdWyZcvsnmu1Wv7zn//wn//8x6FueHi4XQZGsH5OOefU9e7dm969e+fajpv3F0IIIYS4EySkmljw10mHcukRq5jKVSDWpUuXPG/Sbw4Ypk6dytSpU2953CeffFKGIgohhBBCiFK16nCU03KJwyqm8pENQQghhBBCiAps9eFopv98SH0eEebDM93rAjJaqKKSQEwIIYQQQohSpCgKT3+3z67My6DnvpZVAZkjVlFJICaEEEIIIcRNFEXheHQiGZmWW1fO4UhkAvd9vI1tZ67nex9jpkV9nUAvV+oFezF7UGO0Wg0gc8QqKgnEhBBCCCGEuMmPey7TZ+HfPPfD/gLtN2PFYXZfiGP0Z//me5/ENBMAWg3s+k8P1j7Xmfoh3mTFYTJHrIKSQEwIIYQQQoibfLDRumTSyoPOE2jkJik9U31szDTna5/EdGsg5uPugkajUcs1SI9YRSaBmBBCCCGEEDdJMeYviLpZ1Uru6uN1R2PytU9CmjV483FzsSu39YhJIFYxSSAmhBBCCCHETVKMmbeulCXdZOavozFkZFpIzrHf7vNxLN56jouxqXnun90jZr+ylK13TMKwiqlcrSMmhBBCCCFESUgz5b9H7KEvd/P3qev8X/+G3EjJUMuXbTsPwJfbz7P5xa657h+XtU9uPWKKYk0eknPYoij/JBATQgghhBAiB0sB8sWnm8z8fcqaIXHOymNO61y4RY/Y6avJANQM9LQr1+YIvBQFJA6rWGRoonBq/PjxaDQa9b+AgAD69OnDwYMH1To5t+v1eqpXr86UKVMwGo0Ox0tLS8Pf35/AwECn2w8cOMC9995LUFAQbm5uhIeHc//993P16lUAYmNj6dOnD2FhYRgMBqpVq8aTTz5JYmJinuexefNmunXrhr+/Px4eHtStW5dx48aRkZHhUPeRRx5Bp9OxfPnygr5dQgghhKhAzsWmqI89XHV51r10wzHI8jYUrK/jWJT1fqZBiLddec5ATOaJVTwSiIlc9enTh6ioKKKioli/fj16vZ4BAwbY1Vm6dClRUVGcO3eOjz76iK+++oo5c+Y4HOunn34iIiKCBg0asGLFCrtt165do3v37vj7+7NmzRqOHTvG0qVLCQsLIyXF+kWo1WoZNGgQv/32GydPnmTZsmX89ddfPProo7m2/+jRo/Tp04dWrVqxZcsWDh06xPvvv4+rqytms/1wg9TUVL777jumTp3KkiVLCvmOCSGEEKIiOHwlQX1szLSg5BEEnXfS27Xg/uZ2z0N83HLd32JR2HsxHoCmVf3sN+boAZNFnSseGZoocmUwGAgJCQEgJCSEadOm0bFjR65du0blypUB8PPzU+tUq1aNQYMGsXfvXodjLV68mDFjxqAoCosXL+b+++9Xt/3zzz8kJCTw+eefo9dbL8maNWvStWv2WOpKlSrx2GOPqc9r1KjB448/zltvvZVr+9euXUtISAhvvvmmWla7dm369OnjUHf58uU0atSIadOmERYWxqVLl6hWrVq+3ichhBBCVCyHLmcHYmaLgjHTgpuL856xCzl6zwBWPn0PEWG+dmXaPIYUnrqaTEKaCQ9XHRFhPrnuJz1iFY/0iJUwRVFIzcgslf/y+jXnVpKTk/nf//5HnTp1CAgIcFrn5MmTbNiwgTZt2tiVnzlzhu3btzNixAhGjBjB33//zYULF9TtISEhZGZm8ssvv+S7jZGRkfz888907tw51zohISFERUWxZcuWWx7PFij6+vrSt29fli1blq92CCGEEKLiOZijRwwgLSP3xB22+V9j2lZn4wtd1CDsrfuaqnVyZlJMTDfZrS+28/wNAFpU90Ovs78118qksApNesRKWJrJTKNX1pTKax+d3RsP1/x/5H/88QdeXl4ApKSkEBoayh9//IFWm/0lMWrUKHQ6HZmZmRiNRgYMGMD06dPtjrNkyRL69u1LpUqVAOjduzdLly5l5syZALRt25aXX36Z0aNH8+ijj9K6dWu6devG2LFjCQ4OtjvWqFGj+PXXX0lLS2PgwIF8/vnnubZ/+PDhrFmzhs6dOxMSEkLbtm3p3r07Y8eOxccn+xenU6dOsWPHDn7++WcAxowZw5QpU/i///s/yU4khBBC3IFORCfZPTdmWnKteyFrjliTKr52yTbua1mVu2pUovv8zaRkmFEUhWtJRnot3EK9YG9+eKQd28/EMmPFYQDuDvd3OLbMEavYpEdM5Kpr167s37+f/fv3s3PnTnr37k3fvn3terMWLFjA/v37OXDgAH/88QcnT57kwQcfVLebzWa++OILxowZo5aNGTOGZcuWYbFkf6m9/vrrREdHs2jRIiIiIli0aBENGjTg0KFDdm1asGABe/fu5ddff+XMmTNMmTIl1/brdDqWLl3K5cuXefPNN6lSpQpz584lIiKCqKgotd6SJUvo3bs3gYGBAPTr14+EhAQ2bNhQ+DdPCCGEEOVWaob9GmI5e7BudjFraGJ1f/uMhxqNhiBvA5A9vPGbnReJTzWx89wNLBaFUZ/tUOu3quEYiGlkjliFJj1iJczdRcfR2b1L7bULwtPTkzp16qjPP//8c3x9ffnss8/UhBwhISFqnfr165OUlMSoUaOYM2cOderUYc2aNVy5csVuThhYA7T169fTs2dPtSwgIIDhw4czfPhw5s6dS4sWLXj77bf54osv1DohISGEhITQoEED/P396dixIzNmzCA0NDTX86hSpQoPPvggDz74IK+99hr16tVj0aJFzJo1Sw0Uo6Oj1flptvYtWbKE7t27F+g9E0IIIUT5pigKJrN91JNbj1im2cLluDQAwgM9HLZ7uurxMuhJNmZyKiaZ/Zfi1W1xqfYZnGtW9uRm0iNWsUkgVsI0Gk2BhgeWJRqNBq1WS1paWq51dDprsGers3jxYkaOHMl//vMfu3qvv/46ixcvtgvEcnJ1daV27dpq1kRnbD1qztLh56ZSpUqEhoaqx121ahVJSUns27dPbTvA4cOHmTBhAvHx8fj5+eX7+EIIIYQo38w5up48XXWkZJgxmpwHYlEJ6WRaFFz1WoK9HTMjarUa2tYK4K9jMfx1LIYdZ2PVbdeT7QOxAE9Xx/1z9IgpuY+OFOVU+YwIRIkwGo1ER0cDEBcXxwcffEBycjIDBw5U68THxxMdHY3FYuHUqVPMnj2bevXq0bBhQ65du8bvv//Ob7/9RuPGje2OPXbsWIYMGcKNGzfYtm0b3333HSNHjqRevXooisLvv//OqlWrWLp0KWANmGJiYrj77rvx8vLiyJEjvPjii3To0IHw8HAAdu7cydixY1m/fj1VqlThk08+Yf/+/QwZMoTatWuTnp7Ol19+yZEjR3j//fcBa6DYv39/mjVrZte+Ro0a8dxzz/H111/zxBNPFNdbLIQQQogyJmdvmKdBbw3EchmaGJ9qAsDfwxVtLqkR76ljDcTeXX/Krjwy3v6HbWdZGTXSI1ahSSAmcrV69Wp1yJ+3tzcNGjRg+fLldOnSRa0zYcIEwPpFERISQqdOnZg7dy56vZ4vv/wST09Pp8P7unfvjru7O//73/8YMGAAHh4ePP/881y6dAmDwUDdunX5/PPP1flm7u7ufPbZZzz33HMYjUaqVavG0KFDmTZtmnrM1NRUTpw4gclk/VJs3bo1W7du5dFHHyUyMhIvLy8iIiJYsWIFnTt3JiYmhpUrV/LNN984tE+r1TJkyBAWL14sgZgQQog7UkamhSORCTSp4uuQza8iM+WYw+7lpudqkjHXoYmJ6dZ7Dh/33G+p76lb2Wn551vP3rItkr6+YpNATDi1bNmyW6Zwv1Wq+eeff57nn3/e6TZXV1fi4uLU559++mmex+ratSvbtm3Ls06XLl3s2tSiRQu++uqrXOsHBwerQZszH330UZ6vJ4QQQlRkr/1xlK92XODpbnWY0qt+aTenxJhyBF1eBuutcrrJ2itm0Nv3WiWkWe8jfN1dcj1ebSdzvwD+OZ09TLF9bedLA+XsEZMwrOK5c37eEEIIIYQQ+fbVDmuW5Pc2nObzv2/de1NRZGbNEdNrNbhlBV5vrj5Bk1fXcvByvF3dxKxAzMct90BMo9Hw2uDGuW7/ZnIblk1onet2W6+Y9IhVPBKICSGEEEKIPM1ZeYz4m7L8VSSKojBuyU4mLN1JRlaPmF6nweBivVU+EZNEhtnCC8sP2O2Xnx4xgAfb1qB11jphL/Sqp5a3qlGJ9nUCcdXnfktuy5wocVjFI0MThRBCCCHELcWnmvDzcMzsVxHEJBrZfPIaAC//Yl3D1EWrdRiKGBWfDsCaI9FsPxOrTonwuUUgBvD1Q22IjE/Dx82Ft9eeBGBQiyq33M8aiCnSI1YBSSAmhBBCCCHsOJsHbuv9qYji07J7+/4+dR2w7xGzSTJaF3qe9dsRIhPS1fL8BGIuOi01AjxRFIW7qvsRl2piSD4CMdShibeuKsoXCcSEEEIIIYQdW8CRU0UOxGKTHYddZloUGoX6sPJglF15dEK6XRAG4OOW/1tqjUbDT4+1x2xR8pWNUp0jJpFYhSNzxIQQQggh7mBfbT9P//f+Jiohe12rmJsCDYDryUY+3XKGw1cSSrJ5JeJ6stGhLN1kZtI9Nalayd2uPOf7ZHOrOWI302g0+V4SQKtxvj6ZKP8kEBNCCCGEuIPN+PUIRyITWbDupFoWk+gYmEz54QBzVx3n2e/3l2DrSsaxqCSHMpNZwc1Fx+R7atqVbzsT61A3P0MTC8sWiMkcsYpHAjEhhBBCiDtUbI6eoKgcvWAxidbHwT4GOtYNtNvn9NVkzBVgmNwX284z7aeD7Dx3g+W7L+Va74G2NRjQNFR9/taaEw51CtojVhAamSNWYUkgJoQQQghxh7pwI1V9bMyxkHFMkjUQu6dOZeY4WQPrQmxK8TeumL362xG+23WJEZ9sJzbFOkfsg9EtHOq56LR8MPouWlT3syuv5JEdfFX2NhRbO6VHrOKSZB1CCCGEEHcoWzp2gLQMs/r4atbQxGAfA6G+7g77nYhOolZlr+JvYDHJNFscyvw8XOjfJJQn2ed0Hw/X7FT2wT4GdkzvzqaT17h0I5Xaxfhe2JJ1OMtkKco36RETTo0fPx6NRqP+FxAQQJ8+fTh48KBaJ+d2vV5P9erVmTJlCkZj9jCHZcuWqXV0Oh2VKlWiTZs2zJ49m4QEx8m+0dHRPPXUU9SqVQuDwUC1atUYOHAg69evd6irKAp9+/ZFo9GwYsWKPM/n3LlzjB49mrCwMNzc3KhatSqDBg3i+PHjDnW//fZbdDodTzzxRAHeMSGEEGXFlfg0pny/n1MxjvN+hL2ciSdSM7IzJUYn2IYmujldbPhEOX9v42/KANmuVgCz7o1Ao9HkmgHR3SW7vFuDYDQaDV3rBzG2XXhxNhWN2iNWrC8jSkG5CsS2bNnCwIEDCQsLy9fN988//0zPnj2pXLkyPj4+tGvXjjVr1tjVmTlzpl1AodFoaNCgQTGeRfnRp08foqKiiIqKYv369ej1egYMGGBXZ+nSpURFRXHu3Dk++ugjvvrqK+bMmWNXx8fHh6ioKC5fvsy2bdt4+OGH+fLLL2nevDmRkZFqvfPnz9OyZUs2bNjAW2+9xaFDh1i9ejVdu3Z1GhQtXLhQ/XLKi8lkomfPniQkJPDzzz9z4sQJvv/+e5o0aUJ8fLxD/cWLFzN16lS+/fZb0tMds0YJIYQo2+avOcHP+67Qc8EWu/J9F+OYseIwKU5Ss9+pInP0iJ25lsITX+/l87/P8texGAC1p6dHw2DcXLSMal0NcJ7MozyJT7VPV79k/N0Mam5d06tJVV+n++TsEevRMKj4GncTNX299IhVOOVqaGJKSgrNmjVj4sSJDB069Jb1t2zZQs+ePZk7dy5+fn4sXbqUgQMH8u+//9KiRfYY4IiICP766y/1uV5frt6WYmMwGAgJCQEgJCSEadOm0bFjR65du0blypUB8PPzU+tUq1aNQYMGsXfvXrvjaDQatU5oaCgNGzZk4MCBREREMHXqVP73v/8B8Pjjj6PRaNi5cyeenp7q/hEREUycONHumPv372f+/Pns3r2b0NBQ8nLkyBHOnDnD+vXrqVGjBgA1atSgQ4cODnXPnTvHtm3b+Omnn9i4cSM///wzo0ePzvd7JoQQovTdyHGTrSgKGo0Gi0VhyEfbAKgR4MHkjrVKq3llys2p2FceimLlIeu6We4uOlqFVwLgkwdbkpqRyS/7rgCOgUx5E5ea3SPWsW4g7jmCrP8ObcqYxf8yoX243T62QMyg19K+tn0Ck+Jk+9FZ4rCKp1xFHH379qVv3775rr9w4UK753PnzuXXX3/l999/twvE9Hq9GigUO0UBU+qt6xUHF4/s1DsFlJyczP/+9z/q1KlDQECA0zonT55kw4YNjB8//pbHCwoK4oEHHmDJkiWYzWYSEhJYvXo1r7/+ul0QZuPn56c+Tk1NZfTo0Xz44Yf5+twqV66MVqvlxx9/5Nlnn0Wn0+Vad+nSpfTv3x9fX1/GjBnD4sWLJRATQohyJmcGu5QMM14GvV1SinST2dlud6TIeMc1sWza1vLHzcX6N1On1eDt5oKfhysAceU8ELuRlZyjWVVfvprUxm5bNX8PNr/Y1WEfW7DWoY594FbcpEes4ipXgdjtslgsJCUl4e/vb1d+6tQpde5Qu3btmDdvHtWrVy+eRphSYW5Y8Rz7Vl6OBFfHICc3f/zxB15e1iEJKSkphIaG8scff6DVZo9oHTVqFDqdjszMTIxGIwMGDGD69On5On6DBg1ISkoiNjaW8+fPoyhKvoaFPvfcc7Rv355Bgwbl63WqVKnCe++9x9SpU5k1axatWrWia9euPPDAA9Sqlf2LqMViYdmyZbz//vsAjBw5kueff55z585Rs2bN3A4vhBCijMmZWj0xzYSXQZ/rfDFFUVh1KJomVXypHuBRUk0sMyKdLNxs0zDUx6HMlikwLsXksK08sfXoBXjlP9thz4bBbD5xjYkdSvaeQCs9YhXWHRWIvf322yQnJzNixAi1rE2bNixbtoz69esTFRXFrFmz6NixI4cPH8bb29vpcYxGo11CisTERMA6F8lkyv5iMplMKIqCxWLBYsnKzmOxlNrEPIvFAhbHLEGQnYnH1l5FUejSpQsfffQRAHFxcXz88cf07duXHTt2qEP85s+fT48ePTCbzZw+fZoXXniBMWPG8O2332a/Zo7/52Q2m9XXtD22e6+c+O2339iwYQN79uyxq3er/R577DHGjBnDpk2b+Pfff1m+fDlz585lxYoV9OzZE4A1a9aQkpJCnz59sFgs+Pv706NHDxYvXszs2bNzPbbt/TKZTHn2tlVEtus953UvRF7kmhEFVZhrJsWYXfdGUhqVPfUcj8pOEJWcbuJGkrWHbPvZGzzx7QEATr3WK9+vsWz7Bar6uZfoXKGilpFp4Xpy7nO9Rt1dxeF993a13sXEpWaU2X/H+blmrmel5/d10+X7PO6u4cuaZzrc8thFzTaWKeOm+0xRdIr6b1N+j3PHBGLffPMNs2bN4tdffyUoKPtLM+dQx6ZNm9KmTRtq1KjBDz/8wKRJk5wea968ecyaNcuhfO3atXh4ZP+aZhvymJycTEZGVhe+osATx4rorAooLRPSE/OskpRk/cXQZDJhMBjU9yooKIj58+fz448/8uGHH/J///d/APj6+qp1QkNDmTp1KpMnT+all16iVq1apKenoyiKGqzmdPDgQby9vXFxcSEkJASNRsOBAwfo3r17ru1bs2YNZ86ccejVHD58OO3ateOPP/7I8/w6d+5M586defHFFxk2bBizZ8+mTRvrkIRPP/2UGzdu2A2NtFgsHDhwgClTptj1BOaUkZFBWloaW7ZsITPzzpwAvm7dutJugihn5JoRBVWQa+ZSlBZbPrI1m/7mjA9sPpVdtu/YGbpsP4sCNPVX1PJVq1bl6/jnk2DBYest1Lvtyu/3fmw6KIoeF42CSbGfujCjRSZ7t25w2OeGEUBPbHI6K1euKuyMhxKR1zWz54L1eoiLucKqVbkv5lwWpKfrAA1bt/7DJed9BKKIFNXfptTU/E1DuiMCse+++47JkyezfPlyevTokWddPz8/6tWrx+nTp3OtM336dKZMmaI+T0xMpFq1avTq1Qsfn+xu/PT0dC5duoSXlxdubm45juA8G09pUhSFpKQkvL290Wg0uLi4oNfr7c7HYrGg1WqxWCxqubu7u10d21BGnU6Hj48Pbm5u1lSwPvbDG65evcpPP/3E4MGD8fPzw8/Pj169erFkyRJefPFFh3li8fHx+Pn5MWPGDB577DG7bc2aNeOdd95hwIABDq+Tl4iICLZv346Pjw+xsbGsWrWKb775hoiICLWO2WymU6dO7Nixgz59+jg9Tnp6Ou7u7nTq1Ommz7niM5lMrFu3jp49e+Li4nLrHcQdT64ZUVCFuWY+v7gDsn4AjGjWiu4Ng1j04XbA+mPj/ji9unixX1AoxEQD0Kt3H/S6W49b+XV/JBw+DECPXn2cpncvD3aevwH7dhNWyZPHOtckNiUDNxcdWg2MaeN8ikZqRiaz9m7ArGjo0qMXnoaydyuZn2vm71+OQOQV7oqoR7/OZTtxy1vH/+aGMY227dvToppfaTenQirqv03OOiCcKXv/eorYt99+y8SJE/nuu+/o37//LesnJydz5swZHnzwwVzrGAwGDAbHMcUuLi52H57ZbEaj0aDVanPtTSkrbMP6bO3VaDRkZGRw9epVwDo08YMPPiA5OZl7771XPZ/ExESuXr2KxWLh1KlTzJkzh3r16hEREaGet6IoXL16FUVRiI+PZ/v27cydOxdfX1/eeOMN9VgfffQRHTp0oG3btsyePZumTZuSmZnJunXr+Pjjjzl27BhhYWGEhTnOsatRowa1a9dWnzdo0IB58+YxZMgQ9u/fz6uvvsqDDz5Io0aNcHV1ZfPmzSxdupSXXnoJrVbL119/TUBAACNHjnRIid+vXz+WLl1Kv379nL53tvfr5s//TnInn7soHLlmREEV5JpJzbEwcWRiBjP/OM6x6Ow5YrYgDCDNlP04wagQ4nvr10jNzJ6sk5Kp4OlePq/l6ETr8KkqldwZ2SY8X/v46PW46rVkZFpINin4eZXdc8/rmklIt/ZkBni7lfnvIl1Wtg6dTl/m21reFdXfpvweo1wFYsnJyXY9VefOnWP//v34+/tTvXp1pk+fzpUrV/jyyy8B63DEcePG8e6779KmTRuio62/eLm7u+Pra+2VeuGFFxg4cCA1atQgMjKSV199FZ1Ox6hRo0r+BMuY1atXq6nhvb29adCgAcuXL6dLly5qnQkTJgDZKeo7derE3Llz7ZYASExMJDQ0VO0Zq1+/PuPGjeOZZ56x68GqVasWe/fu5fXXX+f5558nKiqKypUr07JlSz7++OMCtf3EiRPqgtFVq1YlPDycWbNmcf78eTQajfr8ueeeA2DJkiUMGTLE6bpkw4YN48EHH+T69esEBpZculohhBAFZ7YoXEvKnvf04cbTxKbknuHvUo5sitGJ6YT43npkw+W47EyDF2NTCfIun6MhLsVZz726f/6TlGg0Gip5uBCTaCQuxUTVSsXVuuIVl3VNVMrKAlmWZSfrkGwdFU25CsR2795N167Z6URtwwPHjRvHsmXLiIqK4uLFi+r2Tz/9lMzMTJ544gm7BYFt9QEuX77MqFGjiI2NpXLlytxzzz3s2LFDXSfrTrVs2TL1PcpNfr4Qxo8fn6909jahoaF88MEHfPDBB/nex1k7cpYFBgby7rvv5nmMgwcP5rptxIgRdglehBBClF0HLseTmJ49byuvIAzgYo5A7K+jMaQYM+lQJ+8f3Y5EZif+eGH5ATY5SXVeHtjOvVoBAjGwBi8xiUaORSfy+8FIRrSqSp2g8jV5yZZ+vzwEYho1fX3ptkMUvXIViHXp0iXPm/+bA4dNmzbd8pjffffdbbZKCCGEEGXFpuNXC1Q/5zDFDzae5oONp9k2rRthfu5O6yuKwuEr2fM/zseW0tqgRcDWG1iQHjGARmE+HI9OYuqP1h8xf9l3hV3/yXsOflly+moyZ66lAFDJs+wP9bP1iMk6YhVP2Z64JIQQQgiRT0npJt7bYJ3CULuy47qZ9YPz12uzbNv5XLddjksjIS07NXWVXAK28uDSDesQy4L2iM3o34gaOdZcyzkUtDyYv/aE+rhc9Ihl/V8CsYpHAjEhhBBCVAgr9keqjwc2y07s9PEDd/F8z3q8O6p5vo7z6ZazbMylZ+3QFeuwRA9X67qRSenlc12ndJOZ6ETrWloF7RGr5OnKkvF3F0ezSoTJnN0L6udRfnrEJA6reCQQE0IIIUSFkJA17yfI20Czqn4ANAr1oU/jEJ7qXpfwgOxesv5NQzn9el/GtK3O/a2qORzrr2MxTl/DFoh1qmudS56Ynml3Y19exKdaA0i91pp8o6BqV/bikU7Zad/nrTpWbpJJhPpaezFrBnpi0OtKuTW3ZpsjVk7eXlEAEogJIYQQokJIyUpbP7BZGJ3rVWbe0CYsGtNSzYjr5pJ9092jYRB6nZY5g5vwxn1NHY6VZjI7lAHsvxgPwD11A9W04jmzKJYXiVk9eT7uLk4zBufH9H4NeaFXPQA+2XKWpjPXFln7ilOK0ZrMZeTdjgF4WSRzxCouCcSEEEIIUSGkZt1ge7rq0Go1jGpdneoB9sPu3hjWhEc61eLeZlXsyvs3DbV7npiWyc0yMi3svRgHQNta/rSp6Q/A2iPRubZpydZzhE9bSac3N2IuQ2nvErPmufm43V7etie71cXf0zrPKsmYSXouAWxZkmy7TsrgYtTO2JailUCs4pFATAghhBDl2t6Lcby15riaqt7dNfcb7Pvvrs70fg3V3iybN4Y1pV6wl/o85/pi89eeoN289Ww4fhVjpgVvg57alb3o18QavK08FOX0tS7dSGX2H0cBa6r4s9eSC3eCxSBnj9jt+vTBlurjTm9uZPzSnWqwUxbZ2uZ9m0FoSZE5YhWXBGJCCCGEKNfGLd7JhxvP8MdBa0DkaSj4vB8vg561z3VmxoBGAJyISeLpb/eRabbw/obTRCWk8+j/9gBQK8gLjUZDn8YhaDVw8HKCXeBms2DdSbvnZahDTO3x83G7/UCsVbg/tQKt8++uJhnZdOIau8/fuO3jFpcUtee0fARi+qwfDcpDb6MoGAnEhBBCCFFuXUsyknRT74vHbdxgj2tXQ73x/e1AJGuOOCbtsKXGD/Qy0CjMB4AT0UkO9f45c93ueVlK6pHdI1Y0wUiVSvZp/JPSy36PWHkZmhiatUTCiZgkLGUpmhe3TQIxIYQQQpRbzy8/4FDm6Vr4THh6nZYQXzf1+Y2sTIw52eaGAQR5W+teT3ZcS+vmYMSYaSkzvRpxKdZAzLcIhiYCTOvbgJqB2VkpU4yZ/H3qGs9+t4/I+LKVzCTFaP0MvMpJIFY1K8hd+NcpJn2xq5RbI4qSBGLCqfHjxzN48GA0Gk2e/82cOZNNmzah0WiIj493OE54eDgLFy5Un+fcV6/XU716daZMmYLR6HwxyH/++Qe9Xk/z5s1v2ebPPvuMZs2a4eXlhZ+fHy1atGDevHlO6zZo0ACDwUB0dO4TrIUQQpR9205fdyjzuM0b7Jw36GeuOs7r6tYgWH1c2csAwGd/n7Wrk2m2kJqVxdGWzOKTzWeIeHUNm09eu6325eXbnReZ/vPBW/a+3Ugx2rXtdkWE+bLxhS7cm7V+W7Ixk//+eZwV+yPp8MYGYp0EqqUlu0es7KeuB6hWKTvhzMYTxXftiJIngZjIU1RUlPrfwoUL8fHxsSt74YUXCnzMpUuXEhUVxblz5/joo4/46quvmDNnjkO9+Ph4xo4dS/fu3W95zCVLlvDss8/y9NNPs3//fv755x+mTp1KcrLjH9CtW7eSlpbGfffdxxdffFHg9gshhChdv+6/wnc7L2KxKGomuSe71lG31w/2vq3jB/tk94gt23YegIahPrw6sBE/PNKOyt4GdXt6pjXYOnMthR1nY9XynMkqbMHO2qMxmC0Kj361h0Ef/sPM347cVjudmf7zIb7deYmf9lzOs54tsYm/pyHPegVlG+6XYjRzOiuIVRQY/NE/ZWLxa0VRSMmwfjZe5SRZR7WbFtxOzSi7wz5FwZSPK1CUmpCQEPWxr68vGo3Grqww/Pz81GNUq1aNQYMGsXfvXod6jz76KKNHj0an07FixYo8j/nbb78xYsQIJk2apJZFREQ4rbt48WJGjx5N586deeaZZ3jppZcKfzJCCCFKVGpGJs98tx+AGgGeagKMoXdVYck/52hSxdduaGFhTOvbwKHXakzb6jzQpoZD3b6NQ/l1fyQA/569QdtaAUD2sEQ3Fy0eNw2VTDOZOXApngOX4hnTtjp1gm4vcLTJOexxxq+H8fd0RafV8PPeK/SKCGZQ8+yU/TeyArGAIuoRs/HK6mW6kWLEmJndK3fpRhpbT12nb5PQ3HYtEakZZjX7YHkbmmgTGZ9WZNeMKF3l4wqsQBRFIS2zdMZKu+vdC71oY3E5efIkGzZsYPz48XblS5cu5ezZs/zvf/9z2lt2s5CQEDZv3syFCxeoUcPxD6VNUlISy5cv599//6VBgwYkJCTw999/07Fjx9s9FSGEECXgdI6hgqM+2wFYs8rVDPRky9SuuLvc/nCzhqE+PNSxJp/9fU4t61A70Gnd3hHB3NssjN8ORHIxR+ZEWzIMbzcXXHW5D0C6mmQsspvq6IR09bHJrPDwV3vU5/svxdsFYrHJth6xog3EbD1iX2y/oJbdUyeQraevO51HV9JsGRO1GorkWikJVfzsA7HLcRKIVRQSiJWwtMw02nzTplRe+9/R/+Lh4nHrisVs1KhR6HQ6MjMzMRqNDBgwgOnTp6vbT506xbRp0/j777/R6/N3ib766qsMHTqU8PBw6tWrR7t27ejXrx/33XcfWm32H8DvvvuOunXrqr1lI0eOZPHixRKICSFEOeEsO6G7qw6NRkOgV9ENs+veMFgNxEbeXY3wHIkoctJoNPRoFMxvByI5dz07SLSlh/d20+OSRyAWn2o/XO9akpGDl+PpWj8IrbZgP57mlRTjSnwaxkwzBr0Oi0VRg8abe1tul7NephoBHmw9Dd/vvkT7OoFcvJFKRJiPmuikJCXlSF1f1n6czo3bTQFjZHx6LjVFeSNzxESJW7BgAfv37+fAgQP88ccfnDx5kgcffBAAs9nM6NGjmTVrFvXq1cv3MUNDQ9m+fTuHDh3imWeeITMzk3HjxtGnTx8sluyhEUuWLGHMmDHq8zFjxrB8+XKSkhz/sAshhCh7TjlJnlEcqdLvql6J9rUD6NkomFmDnA91t2lSxReAvRfjeerbfSQbMzkenQhYEy3Y5pE5E3dTVsbBH/7DpC928/O+K07rJ6Sack1hvvaoNdX+gKahDG9Z1WH75ThroBadmE6ayYxeq3GYf3S7cs6f83DVsfM/3dVet8NXEuk+fzMTlu6i05sbiUvJYMW+KxjzeH+Kmq1HrLzMD3PmSrzjmnWifCq/V2E55a5359/R/5baaxcHHx/rGioJCQn4+fnZbYuPj8fX19euLCQkhDp1rJOq69evT1JSEqNGjWLOnDkEBgaye/du9u3bx5NPPgmAxWJBURT0ej1r166lW7duubalcePGNG7cmMcff5xHH32Ujh07snnzZrp27crRo0fZsWMHO3futJsXZjab+e6773jooYeK4u0QQghRBM5dTyE5PZMGwdZAQVEU0k1mTsY4/nBW1MPrAFz1Wr55qG2+6oYHeFC1kjuX49L4/UAkey/EcSWrd6pZVV++331JrftI51rUD/Zm+5lYlu+57NAjZtvvrTXHiUvJYOI9NdFl9Yz9feoa45fu4pFOtZjapwEbT1zlwvUUxrUPZ9f5OL7cfh6AYXdV5WpSOstvStgRk5hO7cpenL2WAkD1AI88e+sKI2cP27S+DQjydiPMz/H+I91kocVr6wCISmjAY11qF2k7cmNLUlJUaftLSqivG1FZQ09jEkt/iKcoGhKIlTCNRlMmhgcWpbp166LVatmzZ4/d/KyzZ8+SkJBwy54tnc7a5Z6WloaPjw+HDh2y2/7RRx+xYcMGfvzxR2rWrJnvdjVq1AiAlBTrH5zFixfTqVMnPvzwQ7t6S5cuZfHixRKICSFEGaEoCqM+3UF0Yjq/PGoNht5ed4rPt57n5s4gNxctnz7YshRamU2j0dCpXmW++fcikB1MATSp6qdmXgSY3rchAMezhljGJmdwKiaJOkFedkPlYhKNvL7qGAFergy9y9q79eDinQB8tOkMz/eqz4Sl1jWl6gZ7s/Cvk1gUa9KSrg2CuJqYjoerDj93FzwNek5dTSYhK+g7mzWEslagV5G/F1X8su9x7g63rrc2oGkoF2+k0rdxCPd+8I/DPt/uvOg0ENt7MY6T0UmMbF29yNp3JatX8OZ5V2Xd8kfbMWLRdiIT0knLKBtr0YnbJ4GYuG3e3t5MnjyZ559/Hr1eT5MmTbh06RIvvfQSbdu2pX379nb14+PjiY6OxmKxcOrUKWbPnk29evVo2LAhWq2Wxo0b29UPCgrCzc3NrvyDDz7gl19+Yf369QA89thjhIWF0a1bN6pWrUpUVBRz5syhcuXKtGvXDpPJxFdffcXs2bMdjj958mTeeecdjhw5kmumRSGEECUnMT2T6ETrr/8fbT5LD2/4NKu3x2bYXVX591wsvz95D5WKoUesoFrVqKQGYjk1qeJLuslxTS/vrLlUS/45x5J/zjF7UAQPtnVMNmUbinnmmv2QzPlrT6iP91+KV+d8jW8fDkCQjxvbpnXD3VXHE1/v5dTVZOJsgVhWj1jtys7nvd2OYB8DbWv5Y1GgXtYyAt5uLrzUpwEAEWE+HIlMtNsnLjUDRVEc5mwN/WgbYO25a59LspSCsg3PrFLEc+OKW9VKHjzbox5Tfzoo6esrEJkjJorEu+++y7hx43jppZeIiIhg/PjxNG3alN9//93hi3XChAmEhoZStWpVRo0aRUREBH/++We+E3MAXL9+nTNnzqjPe/TowY4dOxg+fDj16tVj2LBhuLm5sX79egICAvjtt9+IjY1lyJAhDsdq2LAhDRs2ZPHixYV/A4QQQhSZ3edvqI83nLjG+iv2tyuVvQ3MH9GMv6d2LRNBGEDviBBq5UjoUSfIizmDGxPi60aGk8WVPW9KavHKr0c4FuU47NIjK1HD1zvsg7yPNmX/Ddx+JlYdrhaQI2GJn4crBr0OPw/re3Q1KZ2hH/2j9tDVzCUBye3QaDR8+1BbfniknTqkMqcvJramQYg1QLP1SiWlZ/LJlrO5LkJ9JitwvB2pGZnc/fpfLNpsfd/q3uZac6XBPWsZhFTpEaswpEdMOLVs2TKHsvHjxzukmbdxc3Nj5syZzJw5M8/jKorzCcZ5cXbcm8uGDRvGsGHDcj3GsGHDMJtz/+I6evRogdslhBCi6Jy7nsILyw/wZNc6TPpit1putiisvSkQqxdsHVJXlrLeeRr0bHihC8nGTK7EpVEv2CvP9jlLFjFnpePfosyssZi/HbAm7/hPv4a8vuqYXZ2tp6+rj52tC+aXNR9q5cEou2QntSoX/dBEyPtzCfQy8P3D7fjtYCSDmofR650tRCem898/j7P6cDS/PN4ejUZjF5RpgEs3Unny23080qkW/QqxFtk/p2O5lmQNVjvXq+w0mUlZZ1uPLi41g8R0Ez5u5Wuem3AkPWJCCCGEKFUXY1Pp+vYm9lyIY8KyXWp5eIDzOdV1y/AaSl4GPfVDvG8ZJDpL877tTKxD2bvrT/HbgUiuZ637NbpNdTrXq5zrcW9OdQ6ovYYxifZpz8MDS2fOuq+HCw+2rYGPmwsPdaqllu+/FM+xqCSORiY6JDF56aeDHLgUz+Nf7yUh1USysWDD8/ZdjFMffzq2pdP3qayz9YidjEmm4xsb1cBSlF8SiAkhhBCiVA3/ZJtD2YNta7DxhS5O69crZ8PKRrWuBsCYttlJJ3IGYoObh9nVrxtk31P19Lf7AAj0csXToKdNLf8CvX54gHUIYuJNaf4DPItu3bXCmnRPTc7N66c+n/7zQfq99zcfbjytlqUYM+0Wy242ey13zV5XoFE2CWnWwO7ZHnUx6MtfEAbg4Zp9zSSkmfjrWEwptkYUBRmaKIQQQohSk5FpcUjH7arT8mS3Omg0Gh66J5zPtp63224bmlhezLw3gnubVaFljUpqWc45Yve1rEaX+kFciU9jQNNQagR4Muzjbey5EGd3HNuaX21qBqhlYb5uRGalNZ85sJHT189tLpizOVylQaPR0KSKL4euJHDgcgKAXabJxHTHHrAMs4XEtEx8PfI3PM82r8rTtfze+tqGJto4W8pBlC/l92oUQgghRLmWlmEmzeQ4f3dQ8zCCfdwA+2BhVOtqXIlPp2lVv5JqYpEw6HW0qx1gV+aiyz6vptV8Heb7jGpd3SEQa5Z13k2r+tKmpj8GFx1tavrz1poTWcfxc/r6pTUEsSBuDjJySkzLJNnJot03UjMKEIhZ93fP43XKOvebhlMmpkn2xPJOAjEhhBBClIikdBMfbjxD/yahbD97nbmrjttt93V3ISHNZDdvaHDzMBZtOUerGn7MG9q0pJtcbBqE+NCsmh91g7ycJl0Y2qIKtSp7cjXRyKP/2wPAXVk9ai46Ld8/0g6wzzCZW/IGD1c9wT6GMr0QsLM5czapGWY1aUlON1KM+c78aOsRyyvgK+v8bgo6E9NNudQU5YUEYkIIIYQoEQvWnVLXzcrItE9V7ufhwi+Pd0ADhOe4ua5d2ZPZLTMZOqBVCbe2eLnqtfz6RIdct2u1Gu6qXonDVxLUMmfrft1VvRINQ31ISM2gah5rY9UN8rYLxEa0KltZAz3yCMTSnfSagnUx7PyqCIGYt5sL3z7UlrVHo1n6z3mSJBAr9yQQE0IIIUSJ2HHWmhXw5iAMrHN3cuvd8HUFg/7OzC/mnSPNvbP3R6vV8Mvj7dFpNbjocn+PXuxdn5qBnvSOCMHHXV/mEp64Omm7p6uOlFyGrwLcSClMIFa+b33b1Q7AmGlm6T/nZWhiBVC+r0YhhBBClBvOFja2Kc89FcWpur8Hk++pib+Xa65BRH5SsTer5kezXOaQlQX7LsU5lPm6u5CSYSY6Id3JHhBboEDMGrRUhOvMJ2tduDt5aGJ0SjQrz67kvnr34WvwLe3mFNqd+fOSEEIIIUpcbkPMIO+haXcyjUbD/w1oxONd6pR2U4rV6NbW1P49GgarZa5ZvaCX4lKd7lOYHrHynKzDxjYXMDHtzg3EJq2ZxMK9C5mzY05pN+W2yLeeEEIIIUpEXoGYZwW4QRaF92C7GtQJ8qJ97UDq/d+fAAR6GTgfm0qSk4yJAHEFCcSy0t+X5/T1Nj7u1nNIMmZisShoy8gyBCXpYtJFALZc3lLKLbk90iMmcnXt2jUee+wxqlevjsFgICQkhN69e/PPP//Y1du+fTs6nY7+/fs7HOP8+fNoNBqCgoJISrJf76J58+bMnDlTfd6lSxc0Go36X3BwMMOHD+fChQtO2xcbG0vVqlXRaDTEx8fneS6bN2+mW7du+Pv74+HhQd26dRk3bhwZGY5f4o888gg6nY7ly5fneUwhhBAFk5bVK+HsvrGSp2sJt0aUJQa9ji71g3DVa3llQCNaVPfj0c6189wnv0MTM80WUrKuPduwvvLM1iOmKJCScWfPE9NpyvcPOBKIiVwNGzaMffv28cUXX3Dy5El+++03unTpQmxsrF29xYsX89RTT7FlyxYiIyOdHispKYm33377lq/50EMPERUVRWRkJL/++iuXLl1izJgxTutOmjSJpk1vncr46NGj9OnTh1atWrFlyxYOHTrE+++/j6urK2az/a+zqampfPfdd0ydOpUlS5bc8thCCCHyR1EUNemC3klihpoB+UtDLiq+iffU5JfHO6hryeVm+5lYfjsQidlJavuccvao5Ux+Ul65uejU5CaJufQW3ilMt/jsy7pyFYht2bKFgQMHEhYWhkajYcWKFbfcZ9OmTdx1110YDAbq1KnDsmXLHOp8+OGHhIeH4+bmRps2bdi5c2fRNz6LoihYUlNL5T9Fyf/FGh8fz99//80bb7xB165dqVGjBq1bt2b69Once++9ar3k5GS+//57HnvsMfr37+/0/QV46qmneOedd7h69Wqer+vh4UFISAihoaG0bduWJ598kr179zrU+/jjj4mPj+eFF1645bmsXbuWkJAQ3nzzTRo3bkzt2rXp06cPn332Ge7u9ql+ly9fTqNGjZg2bRpbtmzh0qVLtzy+EEKIW8swW7DdM7k46RILz+d6UOLO4eZif5vauqY/PzzSjpf7NQCs19TT3+7jtwNX8jyOLamFh6suz8yS5YlteOKdPE8MIN2cTIY5/0NUy5py9bNASkoKzZo1Y+LEiQwdOvSW9c+dO0f//v159NFH+frrr1m/fj2TJ08mNDSU3r17A/D9998zZcoUFi1aRJs2bVi4cCG9e/fmxIkTBAUFFfk5KGlpnLirZZEfNz/q792DxsMjX3W9vLzw8vJixYoVtG3bFoPB4LTeDz/8QIMGDahfvz5jxozh2WefZfr06Wg09n9kR40axbp165g9ezYffPBBvtpw48YNfvjhB9q0aWNXfvToUWbPns2///7L2bNnb3mckJAQoqKi2LJlC506dcqz7uLFixkzZgy+vr707duXZcuWMWPGjHy1VwghRO7SM7IzJuqcBWIB+fv7JO4cOTs7agR4ML1vA1pUr0Trmv78vPcKx6OtUx52nY9jSAvn66JdTUrn37PWRa9zW/C6PPJxc+F6csYdH4gBvLbjNV7r8FppN6NQytXPAn379mXOnDkMGTIkX/UXLVpEzZo1mT9/Pg0bNuTJJ5/kvvvuY8GCBWqdd955h4ceeogJEybQqFEjFi1ahIeHxx0/LE2v17Ns2TK++OIL/Pz86NChAy+//DIHDx60q2cLXAD69OlDQkICmzdvdjieRqPhv//9L59++ilnzpzJ9XU/+ugjvLy88PT0JCAggBMnTth9FkajkVGjRvHWW29RvXr1fJ3L8OHDGTVqFJ07dyY0NJQhQ4bwwQcfkJiYaFfv1KlT7Nixg/vvvx+AMWPGsHTp0gL1JAohhHBOHZao1fB097qAffAlPWLiZjUCPHBz0RLo5crmF7vSonoldVvLGtmPbQHW/kvxXE/OXrT6h92Xaf36eqb+ZL138a0A88NsvLPOJeEODMQsiv0yGCtOryAy2fnUmLKuXPWIFdT27dvp0aOHXVnv3r159tlnAcjIyGDPnj1Mnz5d3a7VaunRowfbt2/P9bhGoxGjMfsfuu2G3mQyYTJl/4MwmUzWoYgWCxaL9aJRDAbq7t512+dWGIrBoLbDYVtWsGFrL8CQIUPo27cvf//9N//++y+rV6/mzTff5NNPP2X8+PGcOHGCnTt38tNPP2GxWNBqtYwYMYLPP/9c7XmyHctisdCzZ0/uuece/u///o+vv/7a4fUARo8ezcsvvwxATEwM8+bNo1evXuzatQtvb2+mTZtGgwYNGD16tN37mvPxzTQaDYsXL2b27Nls2LCBnTt3MnfuXN544w127NhBaGgoYA0qe/Xqhb+/PxaLhT59+jBp0iT++usvunfvnuv7arFYUBQFk8mETle+J40WlO16z3ndC5EXuWbuXFduJAPW+S0Ptq5Ki6o++Ljr6bnQmgDKx1Xj9LqQa+bOpQO2Te2Cq87x2qgVmB3Ee7lq2XbqKqMXW++vagZ4MKY6vPbrUbt9AjxdKsx1VClraOK1xLQKc075teb8GoeyLw5/wQstbz1dJTdF/T2T3+NU6EAsOjqa4OBgu7Lg4GASExNJS0sjLi4Os9nstM7x48dzPe68efOYNWuWQ/natWvxyDH0T6/XExISQnJystPsfCXupqyFzqs41mnTpg1t2rTh6aef5umnn+bVV19l6NChfPzxx2RmZlK1avZwAEVRMBgMvP766/j6+pKcbP3Dm5KSQmJiIv/5z3/o1asXjz32GGazGaPRqAaymZmZuLu7q0NCg4KCWLBgAQ0aNOCLL75g7Nix/PXXXxw9epSffvpJfT1b3eeff94uqL6Zt7c3gwYNYtCgQbz44ou0atWK9957j+nTp2M2m/niiy+IiYnB1TU7c5fZbObTTz/l7rvvzvW4GRkZpKWlsWXLFjIz78xJs+vWrSvtJohyRq6ZO8/Ki1pAS4CLidWr/1TLH22owdtF4c8//8x9Z+SaEfZ0RrDdxr697hR1fBTAOuT1XGwq2wxadBoFs2It6xRioY3XVVatWlU6DS5i6fHWf0//7D2E19WDt6xfUcSaY/k8+XOH8j9P/UmjmEa3ffyi+p5JTXW+9t3NKnQgVlymT5/OlClT1OeJiYlUq1aNXr164ePjo5anp6dz6dIlvLy8cHPLO/NPaVMUhaSkJLy9vR3md+XUrFkzVq1ahYeHBz/88ANvv/02PXv2tKszdOhQVq5cyaOPPoqXlxcAnp6e+Pj40LVrV4YMGcKcOXPQ6XQYDAb1PdPr9bi6utq9hzl7Hn18fPj5559JS0tTy3bt2sXkyZPZvHkztWvXtts3Lz4+PoSFhZGZmYmPjw+///47ycnJ7Nmzx65X6/Dhw0yaNAmLxYKfn5/TY6Wnp+Pu7k6nTp3K/Odc1EwmE+vWraNnz564uFScIR+i+Mg1c+fa9NMhuBLFfW3r0q9zLbW83y32k2tG5GZzyl42nrgOwOlE+3uX/bEaAr3ciEkysmx8SzrUDiiNJhabE3+dZsfVs1QKDadfv4al3ZwS8dvZ31iwwzq9yJLpgTFmAC5KZfRVPyTOEkdoq1BaBLUo1LGL+nvm5ukvuanQgVhISAgxMTF2ZTExMfj4+ODu7o5Op0On0zmtExISkutxDQaD0+QVLi4udh+e2WxGo9Gg1WrRasv2dDzbsD5be2NjYxk+fDgTJ06kadOmeHt7s3v3bt566y0GDRrEqlWriIuLY/Lkyfj6+toda9iwYSxdupTHH39cPe+c78HcuXOJiIhAr9err2eTlpamZlaMiYnhtddew83Njd69e6PVaqlbt67da924YZ2AGxERoQZKO3fuZOzYsaxfv54qVarwySefsH//foYMGULt2rVJT0/nyy+/5MiRI7z//vtotVqWLl1K//79adHC/h9w48aNef755/n222954oknnL53Wq0WjUbj8PnfSe7kcxeFI9fMnScuzTpiINjXo1CfvVwz4maNwnzVQMxm13960PHNDcQaLZD1Y269EN8Kd+2E+FmzPn+98xL/nInll8c7VPi1+GbumKk+Tr88FnNaOHoXLTV8anAh8QKT/prEW53eok/NPoV+jaL6nsnvMcp2dHCb2rVrx/r16+3K1q1bR7t27QBwdXWlZcuWdnUsFgvr169X69ypvLy8aNOmDQsWLKBTp040btyYGTNm8NBDD/HBBx+wePFievTo4RCEgTUQ2717t0NiD5t69eoxceJE0tPTHbZ99tlnhIaGEhoaSteuXbl+/TqrVq2ifv36+W57amoqJ06cUMfntm7dmuTkZB599FEiIiLo3LkzO3bsYMWKFXTu3JmYmBhWrlzJsGHDHI6l1WoZMmQIixcvzvfrCyGEcBSXtfhuRb9ZFCXHoLefl90o1IfK3gY61w1Uy3zc9AR5O8/8XJ61q5Xdw3c+NpU1R6JLsTXFLz0z+56xmlsLzGnh6vMqXlXUx74Gx/vSsqxc9YglJydz+vRp9fm5c+fYv38//v7+VK9enenTp3PlyhW+/PJLAB599FE++OADpk6dysSJE9mwYQM//PADK1euVI8xZcoUxo0bR6tWrWjdujULFy4kJSWFCRMmlPj5lSUGg4F58+Yxb948p9t///33XPdt3bq1XaZBZ1kHP/nkEz755BO7sk2bNhW4nV26dHE4/s1lLVq04Kuvvsr1GMHBwXlOqvzoo48K3C4hhBD2bqRaAzF/CcREEYlPzf7bPa5dDUa3qQFA82p+rDlqHV0zsFmY0wXEy7u6wd70iQhhdVYA5lOBMkI6c/yGNXeDXmPg6L7harmiwIj6I9gVvYunWzxNu7Dy1ZFSrgKx3bt307VrV/W5bZ7WuHHjWLZsGVFRUVy8eFHdXrNmTVauXMlzzz3Hu+++S9WqVfn888/VNcQA7r//fq5du8Yrr7xCdHQ0zZs3Z/Xq1Q4JPIQQQgiRt7QMM24uWoe5xmaLwtVE6zCxQC8JxETRuBKfnRBh1qDG6uOqldzVx/e1dL6+WEXw+pDGaiBmzDSXcmuK1+HrhwHw10YQl2NAn6JA9+rd+feBf3HRlr9gtFwFYs56P3JatmyZ03327duX53GffPJJnnzyydttnhBCCHHHOn89ha7zN3F/q2r8d1hTu21nryVjzLTg4aqjWiVZuFkUjYc61mLNkRgGNw+zK29Vww83nUJElUo0r+ZXOo0rAQFeBno2Cmbd0RjSMpwv4VNRHI61BmKuZvs1ZF101h99ymMQBhV8jpgQQgghSsaizWdQFPhu1yWHbUcirRnEGob6oNXmnplXiIJoFe7Pzpe7M39Ec7vyQC8DM+8ys3RcyzwzQVcE7i7WeXKpGRV3+ZzolGhWnrVOK8pMqwbAm/dZf+xJyTCTbiq/vYHlqkdMCCGEEGVTzvk6NplmC2+uOcHG49b5OhFh+VtiRIj8CvJxvmyMux7cXXVOt1UkHlnnmJZRfoORW5m/e776OCWhGmChdmUvXHQaTGaFGykZhPm5536AMkx6xEpAXsMpRfknn68QQkBcVjKOnH7cc5lPt5zl1NVkQAIxIYqaLdhMK2e9QoqikJaZduuKQGRyJADert7EJlnLgrwNBHhas2G2/+8GFm0+UyztLG4SiBUj2xoC+V1dW5RPts+3oq1RIoQQBZGQ5tgjdjw6ye55RFj5Si0tRFmXPTQxf4HYR5tO88DnO0g2luxQxr8u/MXCPQvp/3N/tkdu58UtL9Ll+y5cTb16y33d9NZez+fvmo4x0zoXLsDLlbrBXmqdr7ZfKJ6GFzMZmliMdDodfn5+6gLFHh4eZXasssViISMjg/T09DK/+HRZoSgKqampXL16FT8/P3S6ij8EQghRNNJNZtxcKtZ3xs1DExVF4WhUol1ZzhsnIcTtK8jQRItF4c3VJwD4YdclJt5Ts1jblmm2YDIrpFkSeG7Tc2r5w+seVh//c+UfhtQdkudxUkwpAFgyDYAJD1cdHq56nu5el79PWRf0NlvK5+gkCcSKWUhICIAajJVViqKQlpaGu7t7mQ0Wyyo/Pz/1cxZCiFvZdzGOIR9t48mudXihd/4Xqy/r4tPshyb+sPsSO8/dUJ/PGNDIYQFeIcTt8fOwLgcRmXDrYX7nYlPUxxdvFP1orR9O/IBeq2do3aEATPv5EL8fiOTjCbnfI7nqbr2chS0QyzC5ACYCvaxDEu8O92fl0/fQ/72tWMrpNBEJxIqZRqMhNDSUoKCgPBcNLm0mk4ktW7bQqVMnGWJXAC4uLtITJoQokNdXHgPgg42nK1Qglm6yT5+99J/zADzTvS6j21QnOJekCkKIwmtR3Q+AfRfjsViUPLOSXsoRfB2+klCk7Thw7QCv7XgNgD7hfVAsrvy45zIAvx05ket+SRlJuW6zsQViaUbr/Wllb4O6zTY0s7wmK5FArITodLoyfcOu0+nIzMzEzc1NAjEhhChGLrqKN/z7erLR7vmNlAx1fth9LatKECZEMald2TrcN9mYSXJGJj5uud/D3UjJ7rU+dCUBk9lSZN9HXx/9Wn2cYEzg0rXsYCk2LTbX/RIzEnPdZpNssib7uZ5VtVqOBbs9XK2hTKrJjKIo5W5UV8X7ayCEEEKUYS76iven95ObMpbd9do6AAx6LVXKaVppIcoDg16LLqsXLCWPBByXbqQy5YcD6nNjpoUT0bfujcqPmJQY1l5Ym/08NYYz15LV5zuj9uS677WUuDyPnWJKUbMrxmR14tUI8FS327JGmi0KGebyt6h1xftrIIQQQpRhrrry9YutM8nGTB75ajd/HIzkRkoGX+aSsezBtjVkAWchipFGo8EzKxhJMVqH5yWkmjgVYx9kTf3xoMO+m09eK5I2rL2wFrOSPTTwwT8f5LcLS9Xneq+TdvUtGf5k3GgHwJnY63ke27aQc7hPONtPpQNQL9hb3e6RY624F5YfZO/FvAO7skYCMSGEEKIE5RwK9OhXe9hzoXzcOKSbzGpmskWbzrDmSAxPfrOPE9FJGDMtVK1k3/PVtX5l/m9Ao9JoqhB3FC+DdXierUfs2e/30XPBFvZcyE6Wczw6ewhgNX/rv9X1x2KK5PVP3HCcA3Y49Ud0XkcBBY3e2juWcu4pkk+/SMqZqViMoQDsil3tdP+fT/3Mz6d+5tvj3wIQ4dWb6AQjgV6udG8YpNZz0Wlxyfpx6/cDkVyOy9/aZGWFBGJCCCFECcoZiK0+Es1X28+XXmPyKT41g3bz1jN+6U7APkNbQla2xKAcE+gbhvrwxn1NS7aRQtyhPHMEYiazhY0nrD1dH260DhlWFMVunb8RLasBkJReNGuJ5TbPy9X/b9Cmo9FYe8ssxiAUU4D1sSl7TcEpm6bY7Xcm/gyvbnuVV7e9yun40wCcPtsAgAfa1HBY+sM9x/NqlcrXUGgJxIQQQohSFJuScetKpWzNkWjiUk38feo6aRlmLDnW7LGtH1bJIzsN9eDmYQR5S4IOIUqCR1YglmzM5GSOIYknopNQFIVz11Ow/ZOd0CGcjvUqA/lfBPpWbIGYj6uPXbne8xyetRZmFyjZiUQMmkrq44tJF7Eo2fO7jsYetTvOvbXv5UyMdXufxo6p8HMGZlUreRT8BEqRBGJCCCFECUo3WW9+mlSx/iKcnMcE+7LiWlJ2VsQmM9eQbMy+gYvP+qXd1yP7JivAK7t3TAhRvLwM1kDk5V8OsfpwtFp+JT6Na8lG9l+KB+Cu6n68OjBCrV9U3z22FPQN/Bs4bNO6OE+TPzDCftjywWvZc9iO3zhut+2JZs8Ql/WDj7MMrMbM7CAu0OvW65KVJRKICSGEECXI1gPWMNQ64TwxreyuMWlzPEd2tUyLwl855pbYesT83F15pntdOtQJYGCz0BJvoxB3Kl93648g15MzeH/DabttUfHpaiDWvJq1F0pN+Z5RsEBMURTSM9Mdym09YjV9a6plGsX+xxjj9W7q43vqBPJKv5akXngUS4Z1qOLfV/5Wtx++flh9/Oxdz2LJtKbod9FpqOThmJ4/zZT9w5CkrxdCCCGEU/GpGWpyjpCsX3YT0jL5cONp2sz9i4uxqXntXmqOReW+1o+tt8zPw4Xnetbj68ltMejL7rqZQpRHyRnJbLm8BZPF8YebhzrWynW/qIS07EAsa/Fn25wyk1khIzP/Kd/n7ZzHPd/dw7mEc3bliUbr98OoBqO4r959vNPlHcKSZqrbdRodGdd6qs+f7FYHT4OeMLeGmOLvBiA6xdqTZ7aYOXbDuuj9iHojGNtorPodE+Tt5jTQKsg5lDUSiAkhhBAlZNf57AyJ3RsGA9YesbfWnCAm0cg76xyzh5W2d9ad5My1FPW54aZ10K7EW4NHPye/VAshisbbu9/mifVPMPffuQ7bWlSvxB9P3WNX1riKdb5WZHy6Om+scZi1LGfK94L0in17/FuMZiMf7v9QLTNZTKRmWr8D/N38ebXdq/Ss0ZMMo5dap5p3dbshhbbXr1PZC8VsndMVb4wnKSOJpzc+TVpmGu56d15u8zIuOpfseaiezr9j2tWy9qqFB5Sv+WEA+tJugBBCCHGnOHQ5HoD7WlalbrD1RiXnIqTbz8ZyNSm9TCS6mPLDfk5EJ3EkMrs3bOmEu2lSxZdpPx3kr2NXAeuNHmQPjxJCFK1MSyY/nfoJgB9P/sjLbV7m8PXDNA5ojIvO+u+udmUvu31ahwdw+Eoiey/GkW6yfsdU9jZw8NpBEowJuOq1ZGRaSMkw41fA+GVPzB4mrZmEt6s3GebsZEPertnre+UcLljDpzov3teMsUusWVdt3xX9moTyd6T1xePS4vnm2DdsubwFgDDPMHRaa8Bmy/iY23fMO/c3Y/Hf5xjbLrxgJ1IGSI+YEEIIUQJ2n7/Be1nzN5pU8VXnaeQUk2jknv9uLOmmOUgxZvLz3it2QVivRsF0rR9EoJeBz8fdTaivNVi8eMPWI1a+JskLUV7sjdmrPvbQe7DowCLG/jmWD/Z/oJa7u9oPB66Slcb9j4NRatm19Es8sOoBHl//OB7el4DCzVG9nnadndE7WX9xvTq3y0XjzuYTsWqdNJMZU2ITAB5r9hid6lVmwf3NeLF3fWoEeAIwqHkV/N2s89YOxR60O59Hmz+qPk5Mt7bRx815IBbq687/DWhE9XLYIyaBmBBCCFEC7lu0XX3cuIpvrvUyzBa7NX9Kg9HJnIs3htmvCzby7up2z/2kR0yIYrHh0gb1cVpmGp8e/BSAJYeX2NUb1DwMgBd61aOKn2OvelRKdlDm7msdBh2T6Jh8w5mc6eWdMSlpTPpiN2aLgqIopBgzSb9yP1/1+p2IwAgAhrSoyhNd66j7uOq19GlYx+44Qe5B/K/f/+gT3kctS7xFj1h5JoGYEEIIUcIahfrkuf3IFecpn0uKMdN+faGnutWhkqd9j9ekjjUJyFEmc8SEKB7bI7N/xFFQcq03b2gT/njqHp7oWod6wd4O21NM2XM9LW7WFPHRCfkLxFJN+UskdCQyAWOmBZNZAfTUqlQlz/otQuuSmVwPgBDPED7r/RnNKjezq5OYtfC0jwRiQgghhLhdtmFEU/vUd7r9UBEFYhuOx/DoV3uITTbeunIOxqw5JR6uOr57uC2Pd6njUMfLoOeZHnUBqBHgQZif++03WAhhJykjySFLYU6ZluxkGx6uehpX8UWj0VCrshe1Aj1Bk4HWcAVPV61dIJaquYhGl0RkfFq+22HTqWqnXOttPX1dXaJDowEvJ0OwcwoP8CLt0kSSjs3ltbu+ppavYwbIhFTb0MSKl9pCAjEhhBCimCmKgruLNfiaMSB7IdPHu9ShipMA5mARBWITl+1m9ZFoPt+a+42cM7ahie4uOtrWCnCYf2LzYNsafPtQW355vAMuOrmlEKKoXUi8gIJCkHuQ0+2RyZG57tulfhDu1b7As9b7TLsvg9j0WLvteu8jbDxxLV/tsA2PrOJVhVENRtlt89IFkB49EIA3V5+gw3+tdb1c9Wi1ea/rVSfIlmREy8hPdzmtcz3rh6SKuFC8fGsKIYQQxezJb/apWcR6NQq227by6XvY9EIXu7LDtxmInYhOUtcOAmvyjYKwDU28OVX9zTQaDe1qB+DvKYk6hCgO19OuA1DZo7Jdeb1K1uF8my5tctgnLTOND/Z9QN2qqeg9zwDw15VfeHfvu3b19L77ORyZQFqG2eEYOcWmxfLBPmsijYmNJxJ5I7u+t4s39wZ8jCmug8N+HoZbryfonUsCjpxikqzDJ4N9JBATQgghRAGtPJQ9Sf7meQ5+Hq6EB3qqPWYAF2JTb3lzlJuEVBO9F25h8If/qGWuefRW/br/ihr4GTPNWCyK2iNmcJGFmYUoLSmmFDUQC3QPtNs2qPYgAD499KndsEGA+bvn88nBT/jw+LNq2dmEMw7H17ukoihw+mpynu3YcnkLyaZk6laqy7C6w5j922l1m7uLO3EpGU73i0nM35Dod0c2B6BBiOO8tpzHKQvLehQ1CcSEEEKIYnTzgqleBufzHH56rD2Ds7KeQfZwnILadua6Q1mskxulFfuuMG/VMZ75bj8D3t9KuslM5zc3cd+ibeocsVv1iAkhisf6i+tp+01b3tnzDmANxLpW6wpATd+ajG44mpq+NUkwJrD08FK7fTdf3gxAQkZ2z3q8Md7hNfR663fMvD+PqSninTl+w5rYo11oO3RaHSnG7B9oPPQe3Ei5vSyv1fytaecT0kykZZhZeySaS1nLYqSbzOp3YZD0iAkhhBCiIG7OSqbLZc5EozAfFo5soa7PdSMreErLMHP2Wt6/WOd0Kc4xu9nNgdiu8zd49vv9fLLlrFp2IjqJ6MR09l6MJy7VWl96xIQoHW/tegvITpIR5BHErPazmNxkMu93ex+9Vs8zLZ4B4Jvj39j1iuVcZNmZYXWHAWDRWL8rtp2JZdSnO3KtfyHxAgB1/OqgKApYsociu+vd1e+Lmy24v5nT8pt5ZM1BjUpIp+Erq3n4qz10fHMjycZMDl5OQFEg0MtAZZkjJoQQQoiCyBmIvdyvwS3rB3hZb3Jsgdgz3+2j2/zN+Z43lpzuOB/sRkp271pMYjrDc6xpZpMzQLQNVZIeMSFKRxUv+7Tv9SrVo5JbJZ656xlq+NQAoFv1btT2rU2KKYVfTv3C5aTLtPm6DTfSb+R63OH1hvNkiycBsGACrN8XRyITSTc5Hw5t600LcA8gMiEdxeyOYrH27A+oNcDp0MTZgyIY0qJqvs7VM5fMiu/+dZKd56wJRlrXrIRGk3fij/JIvmGFEEKIYhSdtWBqgxBvHuromJr5Zv6e1l99rycb+WXfZdYejQHgn9PWIYfGTLOaztmZZKPjzdThK4nqwq2rcsxXq1opO2NjfI5jLvnHmmVRAjEhSoct2LKpW6muQx2NRsOQukMA2BOzh3f2vENqprWXK9A90CGYA3ii+RNUMlTKPoYu+4ei3OaK2QIxH1cfjkYmguJK6oXHqG9+mbERY7nhpEfMTZ//3nSPXLKyfvb3OdZlff/dHe6f7+OVJ/INK4QQQhQjWyDWKMwnX7/o2hZJPnQlgee+P6CWH7xs7REb9ME/3PPGBhLSnAdjuWVIbDN3PUcjE9l5zvpreY+GwWx4vou6/Vpy9g1ZUlavmqEAN1NCiKKj09j/2wvxDHFar5p3NQCupV0jKjn7R5Z7qtzD74N/Z1LjSWpZmGcYAe4B6LQ6PF08rYXa7H/315Kcz0tNMFq/e/wMftZADLCkV8HVXJNMs0X9Lgr0yh6y6JZLcOWMRx5rjR3I+t5rXVMCMSGEEEIUkG1oYohP/jJ+2QKxL7dfsCs/eCWe2GQjx6OTSDJmciTS+VDF5IzcU9W/+tthNRB7rEstXPVaPLNumK4nOf6q7V0BF1AVojwwWex/aDHonM+PCvKwri926PohDsceVssbBTTCRefCUy2eUsvq+2cvIO+ptwZiQ1tmZ2NMcvIjjsliItlk7SnzNfhy8Ub2HNRMs0JCmglFsT4P8c3+jnMrQG+6m8ut6zYI8cn38cqTcheIffjhh4SHh+Pm5kabNm3YuXNnrnW7dOmCRqNx+K9///5qnfHjxzts79OnT0mcihBCiDuALRAL9c1fIFYplzW5Lt1I46e9l9XnJrPiUOfHPZdZeTDKodxm1/k4YlMyMOi1NKniB0BKVpr8t9eecKjfOyLYoUwIUfxuDsRyU9m9stPyOn51ANBpdcxsN5MqXlUY2WCkut1Nb/0+eqBdKD2z1jZ0Nr800ZioPvZx9VHXGATYef4G72+wprL3dXexywjrVoBEPxqNhnHtauS5zEZuSY7Ku3IViH3//fdMmTKFV199lb1799KsWTN69+7N1atXndb/+eefiYqKUv87fPgwOp2O4cOH29Xr06ePXb1vv/22JE5HCCHEHcA2Nys4nz1iZotjgGUzd9Vx9fG4JTtJypFy+kZKBlN/POCwz+djWzFncGPCAzzUsruqV8I16xdr2yKptrXDcrqrRiWHMiFE8TOZs/9tj2owKtd6QR5Balp7m141etEyuKX6fFi9Yawetpr2Ye3VMne9dX5oemY63lkBVLLRMfi7mmq9xw5wsw5pTDfZf08s23beut3T1W4txIIEYgCzBjXm24fbqM8Dc2RIfHt4/rIvlkflaszBO++8w0MPPcSECRMAWLRoEStXrmTJkiVMmzbNob6/v/140u+++w4PDw+HQMxgMBAS4nzsrRBCCHE7omxDE/PZI+ZegBuYFfuu0KyaH8t3X6ZusBc5Y7gW1f14ultdujawDl3afiaW87HWYUU551u8P+ouRnySnUUx0MugrttTEdNFC1EeZFisQ4Wfa/kcEyIm5FpPo9HwXrf3OHHjBONXjyfUK5T5Xebf8vi2HrG0zDS83KzD/pz1iMWkWpNlBHtae81y9ojlVMnT1W6uV0G+x2x83bNHA0zoEM7jXWpzNclIkHfF/R4qN4FYRkYGe/bsYfr06WqZVqulR48ebN/umIbXmcWLFzNy5Eg8PT3tyjdt2kRQUBCVKlWiW7duzJkzh4CAgCJtvxBCiDuP2aKoQU1+54iNbF2NDcev0rdJCEv/Oc+56ym51l3w1yk1zb3NXdX9GNO2BkNaVLFLDvJQp1qszMqY2K529t+41jX9+eGRdmow1q1BZar4eeQ7uYgQoujZhiZWMuQvbXt9//r8OfRPDPr8BS22HrE0cxoJHMQQtJX4tEcd6sWkZAViHlmBmMmx5xygkocrfh4u6vMagR5O6+XF1z17f39PVzQaTb5HEpRX5SYQu379OmazmeBg+/HqwcHBHD9+PJe9su3cuZPDhw+zePFiu/I+ffowdOhQatasyZkzZ3j55Zfp27cv27dvR6dzHs0bjUaMxuzMMomJ1vGzJpMJk+n2VhcvLbZ2l9f2i9Ih140oqDvtmklIM6m9VJ4umnydt5sOvpxgHVbUNtyPJdsucHeNSjz/4yGHujcHYQA9GlZmYJNgMjPtf92OCPHk+4dacyImibuqetu1xd89+++du4uWxzuHA2Xjc7rTrhlx+yrCNZORaf23rVHy970B4KnzBCV/5+2mswY4ycZkNsTPwzUAjiXVY/4aF85dT2X2vY3wdtNzJekKAEHuQZhMJtJNzpMB+bnrqRmQvRyGu67g77+3q4ZagZ5YFIU+jSqX6OdX1NdMfo9TqEAsLS0NRVHw8LBGuxcuXOCXX36hUaNG9OrVqzCHLHaLFy+mSZMmtG7d2q585MjsiYtNmjShadOm1K5dm02bNtG9e3enx5o3bx6zZs1yKF+7dq36npRX69atK+0miHJIrhtRUHfKNRObDqDHRaPw19rVhTpGOz1w5Tw5/2TPb5OJRYGXdumwKPa/lt84f5xVicdyPZ4v8Oef9kGddekx6/GvXz7HqlVnC9XW4nSnXDOi6JTnayY6KRqAIweOoDlW9D3TN1Ks2VP3Htyrlh03L2bvvxrMqXW4HhPJqNoW9qXsAyDuYhyrrq7i2g0d4NieuOhL+LtY6Byipb6fwqpVqwrVrqfqgFmBLevXFmr/21VU10xqauqtK1HIQGzQoEEMHTqURx99lPj4eNq0aYOLiwvXr1/nnXfe4bHHHivMYfMUGBiITqcjJibGrjwmJuaW87tSUlL47rvvmD179i1fp1atWgQGBnL69OlcA7Hp06czZcoU9XliYiLVqlWjV69e+PiUz/SaJpOJdevW0bNnT1xcXG69gxDIdSMK7k67Zo5HJ8G+7fh4GOjXr8ttHeuNo1uIzJpvdu+AfgC8fWwzMTet/TO0V0fqBnkV+PhTd1pvfO5uFkG/NtVvq61F6U67ZsTtqwjXzPdrvodYaN2qNV2qdiny4+/5dw8Hzxykap2qkJ31Ho8an5N6cQIXjc3o168TK9avgBjo1KIT/Wr2450TWyHNMcioXbsWA3vVY2CRt7RkFPU1YxstdyuFCsT27t3LggULAPjxxx8JDg5m3759/PTTT7zyyivFEoi5urrSsmVL1q9fz+DBgwGwWCysX7+eJ598Ms99ly9fjtFoZMyYMbd8ncuXLxMbG0toaGiudQwGAwaD4xhcFxeXcvsP3qYinIMoeXLdiIK6U66Z9Kx57T7ut3++2hzpm23H8nTTw02BWO1gH1wKsRBzj4bB7LsYx+C7qpXJz+ZOuWZE0Slv18ylxEukZKbQwL8BmYp1CKCbi1uxnIOHq3UEV0xajOO26ku5euK/WNByKekSAGE+Ybi4uDjNrgqQnGEpV+91borqmsnvMQqVvj41NRVvb2/AOhxv6NChaLVa2rZty4ULF26xd+FNmTKFzz77jC+++IJjx47x2GOPkZKSomZRHDt2rF0yD5vFixczePBghwQcycnJvPjii+zYsYPz58+zfv16Bg0aRJ06dejdu3exnYcQQog7gy0LWc71dQrr7eHN8HHT26VynjekCTqthhkDGtG3cQiPdKqFoRBBGMBnY1uybXo3/Dycr2MmhCg+iqIwbvU4hv8+nBWnV6jJOlx1xfPv0cfVOoLrxA3H9QMBdIGraPVNc2JSY/DQexAREAE4z5po0GuZ0D68WNpZ0RXqL0OdOnVYsWIFQ4YMYc2aNTz33HMAXL16tViH5t1///1cu3aNV155hejoaJo3b87q1avVBB4XL15Eq7WPLU+cOMHWrVtZu9ZxrKlOp+PgwYN88cUXxMfHExYWRq9evXjttdec9ngJIYQQBZGYtc5XUQRibWsFcODVXnYZ1NrUCuD0630BmHRPzds6vkajKXQQJ4S4PdEp0VxLuwbAm7vepJLBuoafi7Z4eplq+NQA4ESc80DMNWCL+rhXeC88XKw9aDf3iAV6ubL1pW4FXjdMWBXqL8Mrr7zC6NGjee655+jevTvt2rUDrL1jLVq0KNIG3uzJJ5/MdSjipk2bHMrq16+PojhfHNPd3Z01a9YUZfOEEEIIVbLR2iPm7VY0SYqdpbGWFPNClH/nEs6pj5MykkjKSAKKLxCr7Vc733XvrX0vYO21SzfZ94hdT86QIOw2FGpo4n333cfFixfZvXs3q1dnZ4Hq3r27OndMCCGEuNOpQxOLKBATQlRMZxOcZyoN8cw7IV1h1atUj3tr34tOo8PX4MtvA9cRnvYaLb0fsKtX26MtLYOty2lkmC12i8aL21fovwwhISEO2QpvTg0vhBBC3MnUHrEiGJoohKi4cvaI2bjr3Ql0DyyW19NqtLx+z+s819I6vSjQPZDfHx1MWmYarb/+Wq0XoX8Srcbab5NqdJwfJm5PoXrEUlJSmDFjBu3bt6dOnTrUqlXL7j8hhBBCQJL0iAkh8uHQdevafn1r9lXLqnlXK/ahx4HugXbBnrve3W779eTshYlTMqzfZ656LR89cBcAVSvZ1xcFU6i/DJMnT2bz5s08+OCDhIaGyvh0IYQQwglbIObtVv7TOgship6iKCzYu4BjN46h1+p5ovkT/HnuTwC8XAq+HmBRqGSoRJwxDkuGP5ku2WMR0zKsPWKerjr6Ng7hy4mtaRDiXSptrCgKFYj9+eefrFy5kg4dOhR1e4QQQogKI9lYdFkThRAVz46oHSw9vBSALlW7qNkMAdIy00qlTR/3+JiXN73BoTNdMYVnB2IpWYGYh6sejUZDp3qVS6V9FUmhhiZWqlQJf3//om6LEEIIUaGsOWJdLLWosiYKISqWi4kX1ccDag8A4OkWTwPwQqsXSqVNEYERTKwzD0tGEJnm7HT1qVlzXj0NkiWxqBQqEHvttdd45ZVXSE1NLer2CCGEEBXC6avJ6uNKskiyEMKJTCVTfdy1WlcAJjWZxLZR22gdWnpJ8PRZ6/Jmmp33iImiUah3cv78+Zw5c4bg4GDCw8NxcbEf+753794iaZwQQghRXp29lh2IdahTPJnPhBDlW6IxEYDh9Yar2Qm1Gi3erqU790qvs+Z/MFmye8RsQ62lR6zoFCoQGzx4cBE3QwghhKhYIuOt8zv6Ng5Bp5WkVkIIRwkZCQD4GnxLuSX2XLICsZw9YptOXAMg0MtQKm2qiAociGVmZqLRaJg4cSJVq1YtjjYJIYQQ5d6+S/EAhPlJemchhHO2HjFf17IViNmGJppyzBHbfiYWgBGtqpVKmyqiAs8R0+v1vPXWW2RmZt66shBCCHEH2nrqOr/ujwSgX5OQUm6NEKKssvWI+Rh8Srkl9mxDEzMt1h6xmMR0riYZ0WigRXW/UmxZxVKoZB3dunVj8+bNRd0WIYQQokJYvPUsAGPb1aBlDckyLIRwLsGYNTSxjPWIuehsyTqsPWLf/GvN7ti0qp8k6yhChXon+/bty7Rp0zh06BAtW7bE09PTbvu9995bJI0TQgghyqPoRCMA3RsGl3JLhBBlWWKGdWhimesRy5rXajIrJKSa+GL7eQAe6lizFFtV8RQqEHv88ccBeOeddxy2aTQazGbz7bVKCCGEKMdupFgDMX9JWy+EyIOtR8zHtWwFYmqPmMXC22tPEJ9qorq/B30bh5ZyyyqWQgVilhypLIUQQgiRTVEU4lKsaZ79vSQQE0I4pyiK2iNW1rIm6nNkTdx7MQ6w9oZJBtiiJYM8hRBCiCJgtigkpZu4HJdGRta8CukRE0LkJt4YT6bFmvyurPWI2bImxqZkEJuSAUCbWgGl2aQKqVCB2OzZs/Pc/sorrxSqMUIIIUR5lJRu4r6Pt3PueooahAG4u8rCp0II59ZdWAdA3Up18XDxKOXW2LOtI5ZTFVmKo8gVKhD75Zdf7J6bTCbOnTuHXq+ndu3aEogJIYSo0L7fdZEz11I4FZPEf4c15bf9kZyISbKr80inWqXUOiFEefDH2T8AuLdW2Uty52wIoqdBBtIVtUK9o/v27XMoS0xMZPz48QwZMuS2GyWEEEKUVXsuxPHST4fU52uORHMsOtGujkYD0/o2KOmmCSHKiUuJl9h3dR9ajZZ+tfqVdnMc2JJ12Mwd0qSUWlKxFWodMWd8fHyYNWsWM2bMKKpDCiGEEGVOTGK63fMDlxI4EW3tDfM26An1deOprnXQaGRSuxDCud/P/g5A29C2BHkElXJrHOlz9IgNbVGF0W2ql2JrKq4i7WNMSEggISGhKA8phBBClCnJxky75z/tvaw+njesCQOahpV0k4QQ5cjXx77m4wMfAzCw9sBSbo1z+hw9Yk2qlq2MjhVJoQKx9957z+65oihERUXx1Vdf0bdv3yJpmBBCCFEWJaSact3m4+ZSgi0RQpRHiw4sUh93q9atFFuSu5zJOhpXkUCsuBQqEFuwYIHdc61WS+XKlRk3bhzTp08vkoYJIYQQJc1ktrDwr5NUreTByLurOR1eGJ+Wkev+Pu4SiAlxp4tPj+eG8Qa1fJ0n7LGtHTa/8/wyly3Rxt1FR7NqfmRkWmhRza+0m1NhFSoQO3fuXFG3QwghhChVx6ISeex/ezgfmwrA++tPMbJ1dR7vUttumE58Vo+Yn4eL+tjGS7KKCXFHSjWlMvffuTQLasZnBz8jKiWKVUNXUc27mkM9i2Jd4qJ9WPvSaGq+aDQafnmsPRoNMt+1GBUqWcfEiRNJSkpyKE9JSWHixIm33SghhBCipH2w4bQahAFEJqTzzrqTbD19HYD41Ay+/vcCx7MSc1T3t/8l25aoQwhx5/lg/wf8euZXZm+fTVRKFAA7o3Y61DuXaO3M8Hb1xsvVq0TbWFBarUaCsGJWqEDsiy++IC0tzaE8LS2NL7/88rYbJYQQQpS0m7Mh2hyLsgZeS/45z39+OcyeC3EA1AnKvonqExHC2imdZJ0dIe5QO6J2OJR9dugzx3qR1notg1oWe5tE2VegQCwxMZGEhAQURSEpKYnExET1v7i4OFatWkVQUNlLwSmEEELcSmyK/dwvf09XAI5nrRF26Uaq3faeDYPVx+M7hBPq617MLRRClEUZ5gzOxJ9xKL+SfIXkjGSWHl7KxcSLAGyL3AZAu7B2JdpGUTYV6Kc7Pz8/NBprN2W9evUctms0GmbNmlVkjRNCCCFKgqIonLueAsDica2ITkzHz92VJ77Zy6/7I9FrtRgzzWp9rQY61A3kyKzeeLjqZPiOqJAikyP5/sT3jG4wmmDP4FvvcIe6lHRJnfd1b+17GVF/BGNWjQHg1W2vsvbCWj479Bl/3fcXe6/uBaBDlQ6l1l5RdhQoENu4cSOKotCtWzd++ukn/P391W2urq7UqFGDsDBZP0UIIUT5svHEVfVxyxqV8PNw5ey1ZLXsp72XaR1u/Zv3cKda9GsSKqnqRYV08NpBvj/xPc+1fI5H1j3C+cTzfH3sa8J9wulTsw+Tm0wu7SaWOecTzwPQKKARr9/zOgAhniFEp0Sz9sJaAJIykmjzTRsAwjzDqO4tCySLAgZinTt3BqxZE6tXry6/AAohhKgQTsVkB12+WSnoq/t7UCPAgwtZCTx2nr8BwN3h/jSXdM6iAtkWuY11F9bxfMvneWDVAwAkGBPUAMNoNnIi7gQn4k5IIObEhcQLAIT7hKtlQR5BRKdEO61fzdv50hjizlOoZB01atRg69atjBkzhvbt23PlyhUAvvrqK7Zu3VqkDRRCCCGKm8lsHVaUc+0wvU7Lmmc70aOh/ZAsbzdJyCEqhpiUGH459QuPrHuEH0/+yNu731a3bb682ek+my5tItWUPV9ye+R2dkXvKu6mlmnnE84D9oFY88rNc63/ePPHi7dBotwoVCD2008/0bt3b9zd3dm7dy9GoxGAhIQE5s6dW6QNFEIIIYqbyawA4KKz/7Po5qKjc71AuzIJxERF8cT6J3hl2yvqc1siibw8teEpHvvrMRRF4VLSJR5e9zAT10xUFym+E6k9Yr7hatm4iHG4al0d6lbzrsZdwXeVVNNEGVeoQGzOnDksWrSIzz77DBeX7DHyHTp0YO/evUXWOGc+/PBDwsPDcXNzo02bNuzc6bhGg82yZcvU5CK2/9zc7Nd4URSFV155hdDQUNzd3enRowenTp0q1nMQQoiyICPTwpurj7Pz3I3Sbkqps/WI3RyIAbSpFWD3PMDTUCJtEqK4nYg7Yfc8KcNxjViApoFNGVxnsBpY7L26l0PXD7Hx4ka1zr6YfcXX0DLONoSzhk8NtSzII4hRDUY51JW5YSKnQgViJ06coFOnTg7lvr6+xMfH326bcvX9998zZcoUXn31Vfbu3UuzZs3o3bs3V69ezXUfHx8foqKi1P8uXLhgt/3NN9/kvffeY9GiRfz77794enrSu3dv0tOdrycjhBAVxbYz1/lo0xneXH28tJtS6rIDMcd5G3WD7BddDfKWQExUTMmmZIeyvuF9Wdx7Ma91eI1dY3bRvXp3wDp08VLSJbXezujcfxjPzbLDy3hn9ztqxsHyKDEjkRvp1h+zcg5NBHi25bO83+19uzJ/N3+EsClUIBYSEsLp06cdyrdu3UqtWrVuu1G5eeedd3jooYeYMGECjRo1YtGiRXh4eLBkyZJc99FoNISEhKj/BQdnj/VXFIWFCxfyf//3fwwaNIimTZvy5ZdfEhkZyYoVK4rtPIQQoixISDPZ/b88ORWTRFJ60bU7t6GJYP07Ut3fQ32u1coke1H+KYqiPn68+ePUrVTXab1qPtVw01tHE2k1WnrW6AnATyd/sktGUdB5YmaLmfl75rP0yFK2R24vaPPLjOup1wHwcfXBw8XDbpteq6djlY54uVh/zKnsXpmhdYeWeBtF2VWoge4PPfQQzzzzDEuWLEGj0RAZGcn27dt5/vnneeWVV259gELIyMhgz549TJ8+XS3TarX06NGD7dtz/wecnJxMjRo1sFgs3HXXXcydO5eIiAjAmv0xOjqaHj16qPV9fX1p06YN27dvZ+TIkU6PaTQa1XlxYF3oGsBkMmEylb8bGkBtd3ltvygdct2Ub8lp1gWMUzMyS+wzLIpr5uDlBIZ98i+twyvx9aS7i6Rd6aZMALQaxWnbPhrVjHHL9jC6dVW53kuYfM8Uj5y9Xw/Ue4Bz8ec4FWedmuFn8CPeGA+AQWOwe+/vCbkHgNj0WI7fyO5NP37jOLEpsfi4+uTr9XMOg9wdtZvWQa0LfS43K8lrJjHdeg/ooffI9fWW9FxCQkYCzQObo9Pq5Foug4r6msnvcQoViE2bNg2LxUL37t1JTU2lU6dOGAwGXnzxRSZPLp60ptevX8dsNtv1aAEEBwdz/LjzYTX169dnyZIlNG3alISEBN5++23at2/PkSNHqFq1KtHR0eoxbj6mbZsz8+bNc7pw9dq1a/Hw8HCyR/mxbt260m6CKIfkuimfdkdpAB3xyWmsWrWqRF/7dq6Zn89rAS07z8ex/NdVeBbBcl7nso559vRJVqWdcFpnRhPQpJ9k1aqTt/+CosDke6ZoxVniANCjZ+PajdTMrEmESwTNXJrR0KUhK5WV7MrYhXJWYdUF++8HL40XyUoy0anZ90oKCt+u/pZq+mr5ev0ES4L6+MCpA6y6UvTfQSVxzZw1nQXAkm655ffoGtYUe3vE7SmqayY1NfXWlShkIKbRaPjPf/7Diy++yOnTp0lOTqZRo0Z88skn1KxZM88gpiS1a9eOdu3aqc/bt29Pw4YN+eSTT3jttdcKfdzp06czZcoU9XliYiLVqlWjV69e+Pjk75egssZkMrFu3Tp69uxpl4BFiLzIdVO+Xdh8Fs6fJhMd/fr1LpHXLIprZtuvRyHqMgCuNZrTr3nYbbdrw4+H4FoUTRo1pF+H8Ns+nig68j1TPE7GnYQ/wcfNh379+gEwmewf0/sp/TBZTLjqHDP//br+V3bFZA9FrOVbi7MJZwlqFES/Ov1yfc0UUwrX066j1+oxmo2w0lruUdmDfp1z36+gSvKa2Xx5M2yBoEpB9OtddOcgSlZRXzO20XK3UqBAzGg0MnPmTNatW6f2gA0ePJilS5cyZMgQdDodzz33XKEafCuBgYHodDpiYmLsymNiYggJCcnXMVxcXGjRooU6v822X0xMDKGhoXbHbN68ea7HMRgMGAyOk7VdXFzK/R+JinAOouTJdVM+GbPmRRkzLWh1enQlOPfpdq6Z87HZvzRuPBnLsFbVb3tx1Mys6TIGF71cy2WUfM8UrTRLGgDert65vq+uOAZhAM+0fIYxq8YA4Oniqc4he23na4xoOMLpPssOL2P+nvkABLgFsLDrQnXb9fTrxfLZlsQ1k6FYh3h7unjK9VkBFNU1k99jFChZxyuvvMLHH39MeHg4586dY/jw4Tz88MMsWLCA+fPnc+7cOV566aVCNfhWXF1dadmyJevXr1fLLBYL69evt+v1yovZbObQoUNq0FWzZk1CQkLsjpmYmMi///6b72MKIUR5lZphzvE4sxRbUjBnr6eoj1ceiqLfe1vJNN9e1jVTZlbWRH2hclgJUe7Y5oh5u3gXeN9mlZsx9565+Bn8GFJnCEdjj6rbcsuAaAvCwDq/7Ez8GfX5tbRrBW5DWZGaaf1hyN3FvZRbIsqjAvWILV++nC+//JJ7772Xw4cP07RpUzIzMzlw4MBt/xqZH1OmTGHcuHG0atWK1q1bs3DhQlJSUpgwYQIAY8eOpUqVKsybNw+A2bNn07ZtW+rUqUN8fDxvvfUWFy5cUOexaTQann32WebMmUPdunWpWbMmM2bMICwsjMGDBxf7+QghRGlKswvEzHi7lf1fc5PSTVxLMtqVHYtK5OKNVGpV9splr1vLax0xISoiW7IML9fC/bsZWHsgA2sPBKy9QZ8c/ASAdRfWcST2CE+1eAoXrQsZ5gwyzBkO++cM3mLTYjFbzOi0ukK1pTSlmqyBmIe+fOcIEKWjQIHY5cuXadmyJQCNGzfGYDDw3HPPlUgQBnD//fdz7do1XnnlFaL/n72zDo/i6uLwuxZ3FxKCu1txiksptB8tVCltqSt1L3V3qFCjSoV6cQkUihR3C8TddX2+P2Z3Zye7ESCBJMz7PHkye+fO7J3d2Zk595zzO9nZ9O7dmxUrVjjENlJTU1GrpZtoUVERc+fOJTs7m+DgYPr168e///5L165dHX0efvhhKioquOWWWyguLmbYsGGsWLHCpfCzgoKCQkujspoh1hw4mSd6w8L9PQnw0pJke12qPzuPntkqxiZ6KIaYwgWCwyPmcfoeserc2vNWhyH24IYHAegY3JEVp1aIOVRu+Pn4z45li2AhtSyVNoFtznosDcW+vH18tPcjsiqyeG3EazXK+1eYxWuQr873XA5PoYVwWncci8WCh4cUL6zVavHzO/MZyDPhrrvuIiUlBYPBwLZt2xg0aJBjXWJiIl9++aXj9dtvv+3om52dzd9//02fPn1k+1OpVDz33HNkZ2ej1+tZs2YNHTt2PFeHo6CgoCCjoNzA3K92sOpg44seORtfFYbmEZp4yhaW2DbMl7eu7O1oL6ww1LBF/TCaFY+YwoVFuVE0xOw1rs4GnUZHuHe4rG13zm63RtglbS8BXEMYL/3tUnZk7zjrsTQEv534jWuWXcM/Gf9wovgEH+79sMa+pQZRlOFMPYsKFzan5RETBIEbbrjBIVSh1+u57bbb8PWVzwL88ssvDTdCBQUFhQuIzzefYvWhHFYfyiH5lSmN+l5VJrPTcvPwiKUXiWFArUN96BUXxLD2YWw6kU9hxdnVfrGHJmo1SrFmhQuDMtPZhSZWp3p01LJTcil3rUrL6yNfZ2Srkfx18i9Hu11xEWBb9jb6R/VvkPGcKSeKTvDU5qdkbceK3Jes0Jv1rEldA+BiiCoo1IfTMsRmz54te33ttdc26GAUFBQULnScNSfMFivaRvTQVDVDj1hxpWhwBfuK0RlhfuL/nFI9FqtwxsqPJosSmqhwYWHPEWuI0ESAIn2R7LVzwejNV23GYrUQ7BUMiEaZWRCvOT9P/ZmXt7/MT8d+IqMsQ7aPvXl7SSpO4rL2l52zNJjjxcdd2tLK0vj28LcsP7WcZwY/4whTvGfdPWRXiNELiiGmcCacliH2xRdfNNY4FBQUFBSAyACpNMbJ/Ao6RjbMQ5I7nEMTq5pJjlhxlWiIBXqLwiLdYwP5bU8mr688ysqD2fx+59AzemBTPGIKFxr20MQzUU10xx297+C7w9+hQkVuVa6j/cVhLxLgIa+x+tLwl3h448O8OOxFdBodA6MG8tOxn0gpS6FYX8wfSX8wo+MMh0R+K79WDIwe2CDjrA29WU9GudwY7BLShcOFh3ll+ysAXP7H5Wy9eiuHCw6zJWuLo1+Yd1ijj0+h5aFM/SkoKCg0Icw2zwyIaoDOCIJAhcHMl5tPsSO58KzfyzkcsaIJGmJHs8soqZKHHNpfB3mLnrApPaUakPvSS6gwWiiuNJJTqj+t9yq3eQT9PE9rflJBodnS0KGJN/e4mbVXrOXDcVI+Vf/I/kxtO9Wl76Q2k9h17S4ubXcpAN1CuwFwKP8QN626idd3vM6zW5519E8uTW6QMdaEIAjkVOQw5dcpvLvrXdm6+/u51sdNLU1lwZ4FsraEwITGHKJCC0W54ygoKCg0IQxmySC6d8keJnWPxsNW2+rRpfv5YUeaY/3Z5pDJPWJNJzTxaHYZBzJKePDnvXSOCuDPu4Y6QjRLKuUesehAee2eSqOZEa+tR2+ysv/Z8fWW5LfvN8jHfQFbBYWWhFWwcqxQzHtqKI8YiHliHYM7snrGajakbWBqu6k1eqh1Gum3GRcQR+eQzhwpPOLIx1p+arnUV914pTU+2fcJ3x7+lrHxY8mtzHVZPzhmMLO7zmbxocWOtn8y/mFHjigsEuEdwdVdrlY8YgpnhOIRU1BQUGhC2NX77Py6Ox0Ai1WQGWEAWSVVZ/VeshyxJuIRyyyuYsp7//DAT3sRBNEruDe9BBA/m4xi8ZjthhjA2zN7OZZTCyrRm8TP0C51XxvlBjMmi5Uym0csyLvp11JTUDhdtmdtJ6s8y/H6llW3OIooB3gG1LTZGRPlG8XMzjPx0dW/ttZjAx+r0Sg0Wc9OjKc23t/9PoX6Qn489mONfeb1n8e8fvMcrz/cI3r9JreZzNor13JTj5sabXwKLRvFEFNQUFBoQhiqGWKphaJK4JHsUpe+u1KKz/h9BEGg0skL1lTqiKUUVDpqetlJLRQNquf+OkhGcRW+Hhq6xkgPj5f1aeVY3mcz2gAqavHyCYLA73sy6P7MShauT3K0ByiGmEINCIJQd6cmyJ9Jf3LTqpu4dc2tWAUrBouBbdnbABgbP5Ze4b3q2MO5oW9kX5ZdvoyZnWa6rCs1ul7/zgXeWtHjrlapmdN9DsNihwFgFsz46/x5bOBj52VcCi0HxRBTUFBQaEJUN8SSC0RD7O3VrkpeO1OKXNrcYbW6PkAazFacmyubiGpimd515jutsAq9ycJ321IBeO+qPoT4ykMIW4eKM+/Hc8scbUU1SNqXVJkY//ZG7l2yB4C314ihUAFe2jNWXVRofqSUpjgU75yxG1wppSn8m/kvgiDwzL/PMPansW77NzUEQeClbS9xy6pbeHHrizy9+WkATpWc4lDBIYdaogoVb456Ew9N0wnHDfIK4smLnnRpP5eG2Nuj3mZs/FgAHhrwkGyds+jIjT1uJMgr6JyNS6FlouSIKSgoKDQh7IZY+wg/TuSWU1huZPOJfNYcznHpuyu1bkMsr8zApHc3cknPGJ69tJujvbpKYuV5riNmtQrc9f0u/jmW77Iuo6iKggojVgF0GhWjO0e49PHWacS+xZJIR2Gl0e17/bIrneO55S7tMUHebnortET+y/6PG1feSJBnEKtmrHJ4Pv5M+pOnNj9F+6D2HC06CsD8IfP55bhYH3Vj+kau7HTleRt3fZj++3RHXS5nVT+A9LJ0fHVi7Vc/Dz/UqqY5H//6iNdZk7oGQRBYlbLKYTw2NFbBilqllhWX7hLahQFRA7i+2/X0iegj62+X+o/wjuCaLtc0ypgULiya5i9QQUFB4QLFniMWFeAFQGGFkWs+3ea278HMEhdv14nccuZ+tYP9thC9zzadIr/cyJf/Jsv6VTe8zrdH7GR+Ocv2ZztytQDuHSPW6imoMJBRJOaGhfh6uE3+9/EQDbGsYilvrrDcvSGWXiTPrUsI9eH+sR15d1Yft/0VWg5rU9ayOWMze3L3AFBsKCavMs+x/u+Tf2MRLA4jDODT/Z86lo8WSu1NEYvV4jDC3JFVkSXVD2tAkY6GZmKbibwx8g16hvcEoNJUKVv/4d4PWXxwsbtNT4stmVscRtiAqAHc3ut2Yv1iCfQMdDHCAEbFjSLcO5zHL3rcYbwrKJwNikdMQUFBoQlhtNWzirQZYkdz5DPB/zx8MWV6M5Pf+weTRcBoseKl1jjW3/39bg5nlbLpeD6Hn59Yoxqii0fsPOeI2Qs127m0V4wjD6ygwsjcr0SFspxSg9vtfW2y85lOhlhRDR6xgnL5Pt6Z1YfecUFnNG6F5kOxvpj7Eu8DcISeATJvS1pZWvXNZG1Hio403gAbgMyKTMfyM4OfYWvWVtalrmN47HDWpa0jszwTH60YxttQsvWNid3YqTJLv+uU0hQW7lkIwNWdr5apL54OgiBw25rbHK8/n/B5ndsMix3GuivXndH7KSi4QzHEFBQUFJoQBpunKjrQy2Xd5B5RxIX4OIoPgyjm8eLfh7lmUDzju0U5ao/Za4RV1RBy2NQNsRO55YT5ibkrBeVGl3pi1bGHJjqrPxZWuDfE8m2estahPvRsFUSP2MAzHrdC8yG/Sgp7XZO6xrFcYhS9x8eKjpFaJuYhPjHoCSrNlby9823ZPo4XHcditaBxmvxoKqxOWc2J4hMAJAQkMKPjDKa1m0aluZKVyStZl7aOtLI0lhxdAuCQiW/K2FUXK82VnCw+yR1r76B7WHfH+lJjKaHeoWe075xKKdz72i7Xnt1AFRTOEMUQU1BQUGhCODxibgwxe9iiTqNGo1ZhsQrc8tUOkgsq2XAsj7UPjHTZpsokGW1/78tiUvco1GqVTDERcHl9rimuZmjdM6YDob6egKQcCTBrQJzb7e2hic7U5BHLt3nEnp/WnREdw89ovArNjyKD+5zKfzP+5YHEByg3iXmDI1uNZFbnWaxIXuHSt8pcRUpZCm0D2zbqWE+X/7L/Y16iJK8+KHoQINbqCtQEEu0rFj7fnLnZ0Wdc63HndpBngLNH7KVtL5FRnkFGeYZj/dkYYgfzDwLQMbgjjwx85OwHq6BwBig5YgoKCgpNCIPNcArw0jq8PI51ToqKXrYiz3ZVRYA/9mTK+pssVpnn687vdrF0l1iXzCVH7Lx7xESj6dJeMex+ahwTukW6Fc+4b2xHt9t7e7jOK7rziAmCQJrNsIsJcjV2FVouJQaptMGw2GEOBbzFhxY7jLA2gW14dsizAA7jxY4KMTexKeaJbcrYJHs9rd002evqxwLw+KDHG3VMDYE9jLLKXEWZyVWw40zUFPVmPa9uf5XXd7wOIPOwKSicaxRDTEFBQaEJYQ8l9PHQuki03zxcmoX31Ll6gDy08kt6dokefTWD66edoiFmN9C0Nrn2822I2UMPg310BNsEOTy0asZ1jZT1C/Jxnw/i68YjlpRXzh3f7uR/H/7rON78ciMVRgtqFcSF1L/YrELzx+4R6xnek/dGv+fWqzWz00zCvMMAiPOPQ6MSzyu1Ss3FcRcDsD9/P4Ig8N6u9/j1+K/naPS1c7JYEuj4dvK39AjvIVsf7Sc3xPpF9nMcZ1PG7hGrNFU6DGFnzkRNcdH+RXxz+BuHZ61baLc6tlBQaDwUQ0xBQUGhCWE3nLx1GgKdigtfPSiekU5hdF5a18v3JxvlamnpRVUuOWI7kgvJKzM4DK9QWx7WeQ9NtOWIBfrIjc9XLu/BeCdjzMuNAQry0MTBbUMZ1CYEvcnKsv3Z7EwpYtUhsf7TCZtsfUyQN57appfno9Aw5FXm8eaON0krlYQ2jheJtfg6BHVAp9Yxf8h8OgbLPawdgjo4lkO8Qvhw7IfM6zePhWMWMqyVWMz360Nfs+zUMhbtX8TT/z59WuM6UniEpzY/RWZ5Zt2dTwO7UuKn4z91KA0646vzldXACvIMatD3byzsOWLOYh3OlBpOzyOWU5HD14e+lrX1COtRQ28FhcZHyRFTUFBQaEI4DDEPNYeypIeMRyZ2lvVz5xGrLmiRUVzl4hGzCrDiYDbYitZG+HuRU2qgtMqMIAhupeHPBfZ8riBvuccr1M+TJ6d0ZdWhHPw9a75lOYcm9msdzA1DE+j/giTIsO5IrqOAM0AvRSWxRfPGjjdYdmoZvxz/hc1XbSalNIXvj3wPwPjW4wFoG9SWpZcuZU3KGl777zUmtZnEgKgBsv0MjhnM4JjBQDWv0+FvHcsGiwFPjWet4/lo70cklyaTVZ7Frtxd/HbiN5ZfvpxW/q3O6jgzyjNYk7LGITLSLqhdjX1j/GIoLRSvKc3FELN7xEoMJUT5RrmsL9AXnNb+FuxZQJW5Cl+dL2arGX8Pf9oHt2+QsSqcY7L3wzf/g/iLYNJr4O96fjQHFENMQUFBoQlh92B56TRcMyieb7elMqNfK5l3DMDTySMWF+JNWqE0Y9y/dTA7UorIKKpyUUcESMotd8jjx4f4sD+jBKPFSmmVmcAaQv8aG7sR6S70MD7UhzXzRhJcy9icPWJ9WwcR5udJr1aB7LXVU/u9Wv7c6E6uRaEVWg529cBSYylmq5lLfr0EgE7BnRyGlZ2xrccytvVYl31Up21QW0a1GkVieiL78/c72ov1xUT6Rta4XYmhhAV7Fri0X/rbpTw39DkuaXtJvY6pOlnlWVzxxxWO3KlYv9haww07BnfkSKEov986oPUZvee5Jtw7HF+dLxWmCg4VHAIgwCOA0fGj+e3Eb6flWVybspZfT4ihpO9c/A7x/vFoVBp06vNzzVM4S9a/DOU5cOh3KEqBm9eCpvmZNUpoooKCgkITwm44ees0PDC+Ewuv6cur/3MNNXIO0RvWXgpZDPf3dIQwphdVUqp3lX0vqTKRXiQKViSE+TiMvNwyfcMdyGliD02sKQesfYQfoX41ex10Gul21jValKO/82L3M93vX9WHy/vGnulQFZoBzobGD0d/cCzf1eeus/L6jmk9xqWt2FBc6zb24tHOeGu9MVlNvPHfG1isZ5afuTx5ucMI89X5ckXHK2rt/8jAR3h9xOu8c/E7XNPlmjN6z3ONl9ZLJi3v7+HPxpkb6R4qCmykl6fXe1+fH5DqhPWN6EuMX0ytBrRCE6fEqeZf1h7Y6jrZ0RxQDDEFBQWFJoTeppropdMQ4uvB5B7RaNSuD47OHrE+TmF2PWIDiQ0Ww3kyiqtk9bnswhzFlUaSCyoASAj1JcJfNHByy9wXSz4XFFeJoYmB3h519HRPvlOR5sgA8XjGd4vi3Vm9XfpO6RF93kIwFc4NzqGCr2x/BYDe4b0ZFTfqrPYb6+dqwNdlDDjXq7LvY9OsTfjqfCnQF5BUknRGY9mdsxuAhwc8zNart3JTj5tq7R/gEcDENhMZEz8GD82Z/c7OB84ew1CvUDRqjSMEMzEtkW8Pf4tgC7WuDbtx3jqgdbM6foUasBfy7jBB/L/725r7NmEUQ0xBQUGhiWC2WB11xKpL11fH2SNmN7wAOkf50ypYTHA/llOO2So9oCSE+QKw/mgem0+IuRWdovwdgh0FNrn37BI9+9KLz/Jo6o8gCOTZjMBQ3zN7QOoc5e9YdjayLu0Vw6TuUu7AG1f0Qu3GsFVoWRgs8kmFvhF9ub337We9X3eG2IpTrvXGnCnSy+uXXdnpSjw0HsT5izXxcipy3G3mlhNFJ+ixuAc9FvcgMT0RqD0vrCWQEJjgWLYK4vWxb2Rf2geJHu9Xtr/CurR1de7HbBUFiWZ1mtXwg1Q491Ta8gN7Xin+LzwJlvMrOnUmKIaYgoKCQhNB71QnzNuNHLszXaIlBbQALx2PT+7MwDYh3DqincMwc/YSAXSK9Je9Ht4hjB6xgfjZRDAqDeJNbMybiVz6wWaO55y+NPSZUFBhdHgCo8+wttfYLpG8PbOXS1FrlUrF+1f1YcHVfdn86Ghm9Ds7cQSFc4NVsPLYP49x48obHTW+Tge9WQqz7RHWg8WTFjMkZshZjyvaN5phsaJ64tWdrwZw5C7VRKG+UPb6svaXARDpI4bFVfeY1cYbO99waWvl1/LP6XcvfpdAz0BH7TO1Ss11Xa9zrD9VcqrOfdiVF720Sv3AFkGFzRCL7gVab7CaoDjl/I7pDFAMMQUFBYUmgrOwhqcbeXpn7h3TgX6tg4kM8KRNuC+3jGjHj7cOJtBHR6S/p0s448CEEO4aLc+Zem5ad1QqFT42xcEKowWLVaDCNo5NJ/Ib4rDqJLNYfECK8Pc8Y0l5tVrFZX1a0S7cz2WdVqNmSs9oYt0UiFZommxM38hfJ//iv+z/eGf3OxgFI7mVufXe3lnuvF9kvwYbl0ql4oPRH7DyfyuZ23MuIIYmOht+1aluiAV7BQOSIZZdkV2v986rzGNL5hZZm4/Wx22x5pbG6PjRbJq1iaGxQx1tU9tNdSy/u+td0stcQ0TXpq7lst8v41jRMaos4jlhV2JUaMYUJYOxDNRaCIiBMNu9Lf/YeR3WmdD85EUUFBQUWijFNgl3P09tnTlM3h4afrp1MBZBkAlVgGh4RAV4kWEzcNpH+PHjbaJS3EuX9UCtgiHtwogPFUMYfT1F4+f5vw7RPUbytFUYzk2Yhz0s0a7kqKCwKWOTY/mXE7/wK7+i/l3N15O+dilW7A67YZQQkMDtvc4+JNEZjVpDjF8MgiAQ4R1BblUuO3J2ODxlZquZ1NJU2gS24UD+AdanrXe7H3toYn28OQDLTy3HKljpFd6LbyZ/w9asrXhpvNBpLkzVP51ax8xOMx1iLHesvYM/pv8h6/PQpocAmL9lvqMgtOIRawGcWCv+bzUQPHwhrKMoZ593FDpNOr9jO00Uj5iCgoJCE+Fgpljjp2Okq1fHHWq1ysUIs9PKKW+semHoWQPjHUYY4PCIAdz81Q7HckpBZf0GfpbYwxLryotTuDA4WXySX4+LMuP2nCwBAYtg4fFNjzuK8q5MXlnjPvQW0RB78qInHUWBGxqVSsXIODEUNjEt0dH+9aGvmfb7NN7e+TbPb31elq/2YP8HHcsdQ8Ri0keLjtb5XkuPLeX1Ha8DknjFRdEX0Tui91keRfPG30MKt67NoC2sKnR4Sb01ikes2ZFzEJY9BOW5kHcM1r0gtrcfLf6Psk3O7PkOLK5KwU0ZxRBTuHDZ9xNseN1R2FZB4XxzJFvMyeoWE3jW+4qtwRBzh5dOuhWU6SUvmF1ZsbExWsRQSE+dcku60DFbzTy+6XGMViNDY4fyy6W/yBQQk0uTGfvzWF777zUe3vgwBVXuC/pWmsRJhMb2fthVGBPTEhEEgcS0RN7a+RYAXxz8gsOFhwFY+b+VrJ6xmuu7Xu/YtlNwJwBSS1Md4wWx7ti2rG0OJUCL1cKzW551rB/XelzjHVAzo3qY4dRfp/Lj0R8BZEqK6eXplBrFiS5vnWKINTs+GgbbP4E/7oHPx0OVLdy3va3+X7854BMG+Udh28fnb5xngHLXU7gwKc2CX26G9S9A2rbzPRoFBQCyS8QZW2cj6kyZ1ltSdwvzq12JsLTKfQjiqfxzY4gZbB6xuvLiFFo+/2X/x8GCg/jr/Jk/eD4+Oh9CvELc9rUKVrfS8flV+WRWiIV+G1vIYlD0ILy13uRU5nC06Ch3r7vbpY+H2oMo3yiifKNkIceh3qGEe4cjILA6ZbWj/ZbVt3DzqptZmSJ6/JYcXSLbX6h3aCMdTfOjuiJlcmkyz299HoAKQX79sufieWmU0MRmh00tk4wdUOX0nUf1Ev97B8HYZ6DjRCU0UUGhyWMxw8bXpNfLH1G8YgpNguxSMZwqqgFypUZ2DGfO0ATC/T256+IOtfatrq4otRs5mt34yokGs90QU0ITL3QyyjMA6BPZx1FsN8RTMsTmD5nPYwMfo3d4bwAWH1zskDS3Yxe06BLSpdGNFk+Np0MM5Io/3RdUjg+IR61y/7g1vNVwAJ7c/KTDGLOrMP6Z9CcA27KkycJvJn/TMANvIVzR6Qp8tD5oVPJrx/q09RRZi9xu4xzOqNDM0JdIy7dtBrXT76rPdXD1DxDavMo5KIaYwoXHT7Nhx+fS66w9sPop+HQsHK29HoyCQmOSU9qwohXPTO3Gf0+MleWDuWN8t8ga101bsKnGdQ2FwWwLTVQ8YhckJouJT/Z9wsvbXmb+lvmApCgI0DW0q2P58g6Xc3WXq4kPiAdgdcpq3tv1HuXGcg4WHEQQBNalijWlnBX2GpP+kf1rXd8zvGeN6x4b+Jgj52vpsaVsSNvgWLcxfSMz/pjhEPv4etLX9Arv1QAjbjm0DWzL1qu3smHmBq7tcq2j/YF/HmBxxWKX/td2udZtLTiFZoJFFLTCOwSiusvX1SFw1VRR7noKFx7pO1zb/n0f0v+D72cq3jGF84LJYiW9SMwTadUAoYmnw7ResXxxwwC36+xCGo2JIzRRyRG7IFlydAnv736f745852iL8pWKcN/W4zbC1eHc2O1GR9stPW9xLH924DPmb5nPrL9m0fOrnqxJXQPA0JhzY4hd3eVqBkUNkrU9OvBRx3JthpqX1stxLNuyt/HStpdk6+1CHlq1li6hXRpqyC0KlUpFoGcgjwx8hJ+n/szlHS5HhQq9IC8pMDRmKA8PeLhORVqFZoBv+PkeQYOh3PUULjxMtvoyd2yFJ7Kh0xT5+oq8cz8mhQueU/kVmCwCvh6ac26IqdUqLu4cIWt76TJRhSrIp/GlsZXQxAubnTk7XdraBUrhRcFewdwbcC939brL0dY6oDW/XPqL4/WKZNdohl4R58Z75K31ZtH4Rbxz8Tvc0fsOPp/wOdPaTXOst4dR1kSbwDa0CWyD2Wp25LZVp0tIF5loiYJ7OoV0Yv6Q+czqOMvRdkvPW/h28rd8MOYDxQhrKYS0Od8jaDAUQ0zhwkIQwFguLnsFgc4bZn4DM76Q+iy+FPKPn5fhKVy42HOxOkb5N4mHhREdwwCoNFpk6mONgRKaeGFjVz68tN2ljrb+UbWH+wF0CO7A8Njhbtctv3w5OvW5q6+lUqkYEz+G23vdzoCoAfh5+HFf3/u4t++9xAXE1bn96LjRjuUJCRO4q/ddsvXdw7pX30ShFuz5hQDx/vH0DO+JVq2Uzm2WGNzkKV90x7kfRyPR7O56CxYsICEhAS8vLwYNGsT27dtr7Lto0SKGDx9OcHAwwcHBjB071qX/DTfcgEqlkv1NnDixsQ9D4XxhNoAgPvThYcubUauh++WQYLuh5x1udvKnCs0fuyHWOer8JZI7y9gH+4hKi0azlUqjpVHfV/KINbtbkkIDUGYUz/1p7abx1aSv+HrS1wR61q+Eg7PxZqdneE9a+TeuWmJ9uKnHTdzc4+Z69R0dLxliV3S8grk95/LEoCfoGtqVKN8oLmt/WWMNs0US4CEVpldywpo5fz8of916KLQZcX7G0gg0q+mBH374gXnz5vHRRx8xaNAg3nnnHSZMmMDRo0eJiIhw6Z+YmMhVV13FkCFD8PLy4tVXX2X8+PEcPHiQ2Fjphzlx4kS++ELyiHh6Ku7/FovRSc5W5ytf13MmJP8jLpe6Dw9RUGgsjubYPGKR59MQ0zhywnw8NHho1RjNVooqjfh6NvztosJgZldqEVVGex0xJTTxQsRuiPl5+MmEOerDhIQJ5FTm8Mm+TxgTP4a5PeY2S1W87mHdubTdpahQMTBqICqVilmdZzGr86y6N1ZwwfkcaApGucIZcmIt7JOXb2DUo81WmMMdzcoQe+utt5g7dy5z5swB4KOPPuLvv//m888/59FHH3Xp/+2338pef/rppyxdupS1a9dy/fVSUUVPT0+ioqKqb67QErGHJWq9QFPt9O97HXgHww/XwNG/wVAOnn7nfowKFyTHbIZYp/NoiA1uG8ryA9l46dSoVCpCfDzILtVTVGGiVbD7bf7Ym4mXVs34bqd/DX11xRG+2pLieK14xC4s/kj6gy8OfEFuVS5wZrLiKpWK2d1mM7vb7IYe3jlFrVLz4rAXz/cwWgxGu7oeEO7dcoQdLhjMRvh+FiStFV/3uAKSN0O7i1uUNwyakSFmNBrZuXMnjz32mKNNrVYzduxYtmzZUq99VFZWYjKZCAmRF4dMTEwkIiKC4OBgRo8ezQsvvEBoaM21RwwGAwaDVHentFSs1m4ymTCZTKdzWE0G+7ib6/jrTWUJOkDw8MXs5lhV3qGOH4X1l1uwzHCVv1WQaKnnjcliJaO4ioRQ37o7NwB6k4XUQlExsW2o13n7PJ+5pDNhvjqu6NcKk8lEkLeW7FLIK63EZHKVwC+tMnHP97sB2Pn4xQR4152T43zOOBthAFp1yzuXFGrm/V3vk12Z7XjtpXJ/7rfU64xC49E/rD8aNHQO6YzVYsVqaXz1V4WGQ3V0OVq7EQaYLrobpi60vWic60BDX2fqu59mY4jl5+djsViIjJTXu4mMjOTIkSP12scjjzxCTEwMY8eOdbRNnDiRyy+/nDZt2pCUlMTjjz/OpEmT2LJlCxqN+zCZl19+mfnz57u0r1q1Ch+f2uv1NHVWr159vofQqARXnGAEUGlWsWbZMpf1nqZi7BmC6qN/86ebPgqutLTz5vcUNesy1VwSb2FcbOOXM8irAkHQ4qEW2Lph7XmNuuivhlO7T3FqN1iq1ICa9f/+R9lx188hpwrst5FPfllD12DXPhUmKDJCtA9onI5r9erVeGs0VFnExs6BVtSZ+1m2bH8jHJVCU6SgskD2+p81/7gU5nWmpV1nFBqXRwMexcPiwTLlPt7s6J7+Dc5lmZf9dxJUyefkvRvqOlNZWVmvfs3GEDtbXnnlFZYsWUJiYiJeXlKx1FmzpPjrHj160LNnT9q1a0diYiJjxoxxu6/HHnuMefPmOV6XlpYSFxfH+PHjCQgIcLtNU8dkMrF69WrGjRuHTnfulKbONaqktXAMfIKimDx5sts+wuGHUFlEj2dNfRREWup58/RL6wAzf6VqeOOmcWjUjWsZbU8uhD07iA7yZcqUYY36XqfDyrK9HD+Qwy+pHnhFxfHwhI6y9fZxA3x8RMOSmwfQr7U8hnHK+/9yLLecUF8PfrvjIkK9NaxevVqcENuxESxWVt839Jx5HxWaBl8f/hrTbvmM8dQpU932banXGYXGQzlnmjfahc84lgVUTJ5ySY19BasVlfrsw9ob+pyxR8vVRbMxxMLCwtBoNOTk5Mjac3Jy6szveuONN3jllVdYs2YNPXvWXOEeoG3btoSFhXHixIkaDTFPT0+3gh46na7Z/+BbwjHUiqEYAJVfWM3Hed0v8OUU8I9u2Z9FA9LSzhuN00V9zdF8LukZ06jvV1gpilVEBno1qc8x1E+ctKowWli0KZmbR7QjMkCayLKP286sT/8j+RWpLp/JYuVYrpiXWVBh5GBWBWM6hXKyFMa+t5UqmzBIXKg/OkWo44KgzFhGZnkmb+9+29H2QL8HiPar+3rb0q4zCo2Pcs40Yda9AEdXwA1/gXeQ1F6QBEWnxGXvEFT/+7TG77By1y5Sb5hDxEMPEXLdtQ0yrIY6Z+q7j2aTGe3h4UG/fv1Yu1aKGbVaraxdu5bBgwfXuN1rr73G888/z4oVK+jfv+66JOnp6RQUFBAdHd0g41ZoYlTki/99wmru42/77vX1m81QaFlUGs0UVkiJ3isOZNfSu2HIKdUDEOHftBRbg309ZK8zi6scy8WVRu625Yc5U1xpdFqWezzKDWYAVqSrySoRj9nfU4uXYoRdMDy1+Slm/DlD1nZD9xuYkDDhPI1IQUHhnGG1QNp/ohjHxtchZz8c+k3e59hK8X+bkfDIKWjv3ikCkH7X3QhGIzkvvojVSbuhOdFsDDGAefPmsWjRIhYvXszhw4e5/fbbqaiocKgoXn/99TIxj1dffZWnnnqKzz//nISEBLKzs8nOzqa8XJyhLS8v56GHHmLr1q0kJyezdu1apk2bRvv27ZkwQbkptDgO/Q6rnhCXfWtRUfKy1a8xVYDF3PjjUmhSpBVWyV4fzylv9PfMKxNvIM7epqZAqIshJhpPX21J5o1VR91usze9xLHsbJQBPPjTXnanFmOwSKGeZQblN3YhsTZ1rez1E4OeOE8jUVBQOOf88yZ8NhaW3ii1meX3CVI2i/9rMcAAyjdvxlJY6Hh9tFdvLOWNf79uaJpNaCLAzJkzycvL4+mnnyY7O5vevXuzYsUKh4BHamoqaqeQog8//BCj0ciMGfLZt2eeeYZnn30WjUbDvn37WLx4McXFxcTExDB+/Hief/55pZZYS6M4FX52+uH71qyKiadTnp++GHxr8Z4ptDhSCsRac6G+HhRUGDmZX47BbMFT23hem1ybIdbUPGIhbjxiu1KLePr3g462gW1CeOXyHkxfsJlSvZkfd6QxsqM40eHsWbTz1/5sSp0cZXOHt2mcwSs0OUxWE2qVGqtg5cdLfqRDcAe06mb1GKKgoHCmrHsRNr4mLh/+U2ovrxZ1kmcT4IuqPZWo5JdfXdoqtmzBf+xYVM2ozlizuwLedddd3HXXXW7XJSYmyl4nJyfXui9vb29WrlzZQCNTaNIc/hOstpn3uIugy6U199V6gH8MlGXCj7PFnDFt03pAVmg87DLyF7UNZcvJAgorjNz93W6iA714YkpXPBqh1pU9NLGpecSqhwxmllQRnCc3zoa2C6NtuB+vzejJbd/sYl96sWOdO0PsZH4F5TZDbOntg+kdV0OBMoUWR05FDlbBik6to1NIJ9SqZhWUo6CgcKYUp0pGWHVKMqRlswEKT4rL4Z1q3aWlvMylLePue2jz6y94delypiM95yhXQYULA/sMy6jH4aaVdf7AuexD8PCHlE1w0HXWRaHlYjfE4kN96NVKDFNddSiHxVtSWHckp7ZNT5v96SWkFlSSUiC+Z1MzxLpEywvsZhZXUWmUhxIO6yB6lwe2Ef+nF0l9jmS73iiPZpdh0+ggLsSn0RUpFc4/K5NX8ur2V1mfth6ADsEdFCNMQeFC4uORNa8rdTLEipJBsIrPX/61azVY8sSc/1YLFxL+gKRkXvHvv2cz0nNOs/OIKSicEXaRDr9acsOcaTsKBt0K/7wBv94Kai30mFHnZgrNH7tR1DrEBy+thvVH8xzrkgvqVxekPmSX6Jn6wSbHa51GRU+b4ddUaBXsw9/3DGNPWjFP/HqA/eklrDwoN0b72DxaIb4ejnDOpNwKerQKZH9Gics+88qNgGh8+Xgot6CWzn/Z//HghgdlbYOjaxbYUlBQaIFUSblcjHoMdn8Lox6B3++EtO3SuoIT4v/QdtRVUNNcINYh1IaH4ztkMB6xsXi0bYtnpzom2psYypSUQssmdSu81xeO2go61qaWWJ3YvtLy0pukhNLKQtjxOZj0DTdOhSZDVoko1hEb7E2vOLlhZM8fawiS8uRJxZ2jAvD1bHqGSbeYQHrEip9DZon8nG8b5ovayaPVPsIPgOO5ZQiC4AhTfGZqV7x0rrcbb0UtsUVTaark3nX3urT3COtxHkajoKDQJBj1KNy/HxJsNTMtBvjjbvhwKKx+WmwLbV/rLizFxZjzxQl2bUQ4ai8vAiZPxqtz52aVHwaKIabQ0ln3AhQmSa+rqSXmf7KIE2PHYTh+nIJPP8WY7uQiD2kn60vyP1CWA6+1gb/uh/8+bcSBK5wvyvViWF2gt45erYJk61YfykFvsrjZ6vTJL5dL7YY3MaEOZ8L83I9t/rRustcdIu2GWDl5ZQbyy42oVXDVwHj2PzuBsV0iHX09tWolLLGF8+n+TykzieGpIV4hAHhrvekV0et8DktBQaExEQRbiKEgvrY4qTNNfkNaDoyD6N7i8q6vIOeAk0esZkMs59XXOHbRYLBY8OzcGW1ERIMO/1yjGGIKLlTu2o25oABDUhJZTz2NKSOj7o2aImaD6BFzxk/6wabfdz95b72FKT2dk1MvJfeNN0m+1qkgYHCCfNvDf8C2D6XXJ1Y3/JgVGpRKo5npCzbz3J+H6tV//ZFch9fHz1NLsK8H03rH0C0mgAh/T/LLjSzdld4gY7MLdNjpFhNQQ8/zT6ifh0vb0tsHM7yDfGKjY6SYU3Y8p5w8m6EZ4uuJl06DTqOmc5SUc+bjoXjDWjKVpkq+P/I9AO+MeocNMzew/PLl/Dz1Z8K8FSVaBYUWy97v4d1e8O0VYKwEg1OucL8bpGW1Bm7dAP3muO6jBkNMEAQKv/hC6nbTTc3OA1adphcHo3Be0R88RPrVV6P280Ol1WIpLkZ/9ChtfvzhfA/t9MneD1YT+ITChJegLFuMOwbMeXmUrVjhsokl20lGVVdNOGH/UvCXZvQ5mShff+ofCIqH4NYNdAAKZ8uS7WnsSStmT1oxT0/tWmtfQRCY8+V/jtd+XuLl8d1ZfQD4YvMp5v95iK+3pHDNoLP/ju1CFuO6RhIb5M11g5vueVNdun/NvJGOMERn2oeLbUl55Y5iziG+Osf6Tk6GmBKW2LLZkbODclM5sX6xXBx/MQCt/Fud51EpKCg0Ouk7xP8nVsPyh2DEw+JrrTdodK794wfDTsm4QusFbUa43bW1TDLqdK3jCZg0saFGfd5QDDEFGfq9ewGwOhXF0x88WFP3pk3SOvF//GDoNUu2qmL7djcb1IGxDAqqqcBl7BJzyXIOwuJLxLZnXQUKFM4PBzKl70IQhFpnzgxmq+y1X7V8rUt7xTD/z0McyS6jsMLoUmPrdCiuNLLmkCh6MWdoAkPaNR8PQWyQt1sjDCDE5jkr05sc0vVBPtLn5OwRqy6Nr9Cy2JEtPoxdFH2RopCooHAh4SzMsfsb8TkJwFzlvr9PiLTceihMWyCf9HbCnF/gWG6z9BdU2uZvxihXxwscwWwm7/0PKP1TLK6n0rnOVqiaa3Fr+4+/jatsaumWmuVNBXtcM4jxzB5yCW/ajpKWs/fZ/u+X2qqKTnOgCo1FUq40oVDd0KpOmV4uy17dYxPq50kHmwHyX3IhZ8MP/6VRqjfTMdKPQW1qKS7ehFh6+xC6RAfw/PRuNfbx0Yk3xUqjheJK0RALcTLE4kJ8HMsmS+3fh0LzZmfOTgD6RfY7zyNRUFA4p5TnyV/n1pEaEN5ZWp6zDELa1NjVnC/u26N1azR+vmc6wiaFYohdYBT//DMpc+ZgKRE9BfkLF5K/YAG5jz+BtqQES8YRl23UboyzZkFxqvg/tK3LqpItomz4V6PV7G4r95IUFzvJcw+cC4+mil41O+3GwKDbxeW8Y+J/q9ND/KE/IHnzWQ9f4eywWAWOOxli5QZzLb2hotp6d96zAW3EmbvF/yaf8bjuW7Kbl5eLv7M5Q9s0G8GKfq2DWX7vcEZ3dj9TCeDlId5SqkwWR+hliFN+mbMXTDHEWi56s55DheLDV5+IPud5NAoKCueEshwxN78i1/36S9933x4UBzeugjv/c7/eCVNGJgDayJrvQ80NxRC7wMh68ikqt2wl+8uvqNi2nfyPPnas8z55kvKTB1y2UXmceQjWecOklwyxwHjZKnN+PpqMXKzA2l4qXp4p93xs2/EbFquTMp5aDVctEZc9A6HnlRDeUXx9MhFKM6HCaQboz3vgy8miapDCeSMpr5xKo/Q9lutrN8TqMtQAZvQTc1z+TSpwMdzqw3/Jhfy2J9PxemqvmNPexxlRWQiJr0BRSqO+jb0umCDAt9vE39/EblFu+1YP/VRoGaxNXcuAbwdgtprRqXXE+J2jc1xBQaF+CIKkaNhQJG+Ct7vBgkGQb5ugvuhOaf3gu6Dv9TVvHz9Ieq6qAUEQqNwqCrB5dm5etcJqQzHELgAEq5X0u+8h+7nnHW2b95wi89FHwSrNSnvnZ1JV6WaW2mKSh+s1JvpSOPzX2dXoMhvgi0liTpdnoDjb4vwWh0VvRFYIPDX2ZVb9bxWrXr/MsX7Z8vf54uAXsm3wDhI9Y3fvAP8oCLNdBHIPwvv9IdvVgKU47cyPQaFOTuSW8+OOtBrl5PekFste12VoOa//6+5hbvv0jQ/G3ybiYa83ZrEK9TLiAL7fnupYvnpQ/LkzRn67HRJfhp9ucFlVZa5qsN+3l1Z+SxnRMZwRHeXKioHe4jGP7dK8JYcV3LP81HLHsslqUvLDFBSaEpWF8FZXsZByQ7L3e1EcreiU1Db8AbjmZxj9JIx5+qzfIufFlyj5/XcAfAYMOOv9NRWUK2QLxVxURNEPP2Ipr8CUmkrZ6tUUffedY31eWg7mrCxUaoHgjmL4li4nmbJy1/wmc2Exp6ZfhmBpmPpJtfLb7fDDNbD+hTPfx8kNkLlLNMKu/BJ03rLVpQfFvK6USBUDogYQ7RfNvVNfYueEBABmr7Vyas9G1/16BUry9+FOszGmCjjws2t/s1LwubEwWaxc8v4/PPzzPqYv2MwJpxBEEGfOvqgWPng4q7TG/SUezeXlZYcB6BUXRPfYwBr7xgaJ51NGsR69ycLMj7fQ7/nVZJfU/X3nl4t5U8M7hPFMHSqODYYgwDGbQmjmLtmq1NJURiwZwfNbn3ez4emj1ajx0Ei3lWluPH4/zB3EpfEW7hzlGjKs0PzJLJc8vlPaTjmPI1FQUJAhCGId1LJM2PMtZO1tuH2X5bi2eQdDh3Ew4iHQnr3WQOlffwEQdvdd+I8de9b7ayoohlgLJeuxx8l+5hmyHnsUS3mFy/r4clGmXeNlwTNAnM33OZBG0EE3PybAcPQo5oICt+salCPiD41tn9Td12qFlC2iF81kU+PZuRi+u0Jc7jwZ2o122azggKjmVRDrT5SvFDbV4+HnSWrtiY8BBv7gxsPljG89VO6M5XX3UQBgxYEsfvyv/h7Ed9YcQ28SvbdHsssY+9YGTuWL53lJpYlOT65wGF52D9bKGs5tgId/3sfedDFvMsCrdi9Vq2BRcGJvWjEP/LSXHSlFGMxWjmTXbOjZKbIpCd4wJMFFEr7RSN1S46rvj3yP3qLnp2M/NdjbeTvVB3NXf6xduC9jYgVFNbEFklmeyaECMTfszZFv8tRFT53nESkoXKDkHII3u8Cur6W2giR5n49HwJG/G+b9yt3cX9UNZ2JYKyuxFBcDEHL99c2+dpgziiHWQilPTASgbPUarKWucurxZWIypcoL9g2+AZ9wA6o6opPsP4JzQn1mT/Z8C19MhFfi4KUY2PohrHpSWu+sxOOE8bhYuV3ToZ2svVdsf/q//RkA7ZKqOFFw7PTGHD8EnimGDuPF1wbFEKsPZouV277ZxcNL97HhWB4ltvpTtbFgfZJL26+7MxAEgVu+3oHRJgQxvXcMH14jqrbtzyjGYnU9yc0WK7llYvHhDhF+zB1eu6dmQEIwAG+tPsbf+7Ic7c75aDVRVOkq6d7oOIfIBsjrOPl5SDL0Zuvp57y5w1ltMsyvmSquKpwRS44uwSJYGBQ9iPEJ4/HVtQxVMwWFZseaZ0TP1x93SW3JbiJ9/ri7Yd7PnicfnCD+jx/SMPu1YcoS77VqPz80/v519G5eKIZYC0UTItVlsCskOuNhER+6zF460nrFUDC5nLB+ZS79nGk0Q8yen7LXqWi0ph4PqnukUEsEK6x4FAxOXgk/96o6mrxiAMLbd3dZF9mxF1YVaARYkPhy7e8/4wuxgDOAzgcu/wRUKrA/3CoesXpRYPMSAcz+fDtT3v8Hi1UgKa+8xnC/tuHiA96YzhF0ihQvyu+tPc7mEwVsOyVKyz82qTMvX96TPvFBqFSQU2qg3ePL+HGHaJh8sjGJt1YdpdBmHKlVsOK+ES45TdUZ2t69N7Q+4h12j9jZ1CA7bZxnKityZUnanhrJUMquEL3kmzI2sSWzZi9aXdTlEVOoGYvVwvNbnue7w9/V3bkJcrzoOAATE5p/kVUFhRZDrhh2L3tmslNZAJYzmITTl8CaZyFzD/zzFpTZJiWvWQrTP4RpH5zpaN1izhWdB9qolqOWaEeRrWqhaCMjsRSKD6SWEtE4+TeqGwcj2zB371+OfruC1bya9Anq6Eh+Tst3tD99rQaNVeCxH6x42Cb6LUVnVzvJLcseEsU5Rj4Mf90vtXsF1L2tpo7T19f1gdqq1+Np87gktHWVVVZptZh8PfEsNxB0vOZQNgC6Xy7+ZR8Q88fsoiCeNkNsxaPw36dw2SfQSqmlUxM5pXJjK72oijdXHWVhYhK+Hhq2Pj4GHw+tTObdXvPr/nEdSQjz5eI3EskrM3DtZ9sAiA704taRksdTo1JhthkgP/6XxvTesby0TBRtseeDhfh61EtKvmt0AP6eWspshlf/1sHsSCmq0yOWWlBJha3POTVQnA0xi1G8gXoHAVDhNFmQXp5OdkU2t68RSzN0CenCt5O/Rac5vfIVVidD75wanM2IlNIU7lx7J3O6zeF/Hf8HiEbM5X9c7uhjtBi5ofsNAPyZ9CdrU9cyf8h8Aj1rzl8835QYxEm/EK+QOnoqKCg0KlXF0vL6F8U8rXQnefg+18GBpWCqFAU2wjrUb79J6+HYSjHkPWsPbHpbWqfzhbD24l8DY3+O1QQGNfi+zzeKR6yFovaRCqeWrV8HQLmHNzd2zJb1S/EXQ7isKjgSIBk2Rb5wsLWau2/XcNQWzWTJOkWDYrXA9k9E9/lf9wECeNtu4HpXL54LdXnN3Bhz5nzR2DRqISLCfdFAz3IxTG3Sz6lu17sQ1V2uzOhcALrgBOz/sX77uUD5cnOyS9vCRDH0sMJo4dUVR+j+zEpHEeVSvYl823cUFeiFn6eWP+8aRqC3ZDBEB3rJ9jetd6xjWaNWUVIlhT/ac8tCfesXRqdWq+gdH+R4nRAmeufsyon700vYkiTmU360IYlbv95BpdHMlzbxkBEdwwnwOoe1+SryanxdlnfYsZxels7a1LWO14cLD/NPxj+n/XbOAoznLA+umXF/4v2klKbw7JZnHW3ORhjAu7vfpaCqgBe2vsDjmx5nbepantz0JFnl4szzOVOyPQ2KDcUABHkGnddxKChcUGTshO2LJM/WqY2Qvl1af/hPMR8MILYfjH8BJrwoGV95R+v/Xl9Ph20fikaYM2otTH79TI+gTixlNkMsoB6T9M0MxRBroah9JUOsYoMYF3wwtC07BLkIRbmPmlGtRgGQ7CMZYh0DRA9Okb+KvCCxzZLTwHLsBSdc2zraQloMtYdJAqCu42E2KN6lyZwnPoQW+4Knxte97Hh3URFRbT7DgrNe4oz1Wh9vJreKZs+ez2WGpaUkjR1/3kZl6lYS0xKZu2ou+VX5NeysZWO2WEk8lldrn2+2plJlsnDjF+Js3oajeQgCtI/wc+QgRQV68b++Uv5TTJBcKfORiZ241Kbgt+1UIUl5kifoZJ7NEDsNL9U9YzrQOcqfeeM6OiToK41mVh7MZuoHm7hq0VaO55TxyvIjrDyYw0eJSY6QyBuHJtT7fc4Y599P9STqcqnYZmnxScdyelk6+/L3ybpuzdraKMO7kEkrTXOE8AEsPbaUpGLXnEez1cw96+7hh6NSyHZieiKTf5nM6/+9Tp+v+7D02NJzMub6ohhiCgrngd/ugGUPip6vI8tg8VSxPaQdjKumiHvpBzDkbvE5xZ5H//cDsO4FUdr+THnwOPS55sy3rwNrqd0Qa1n5YaAYYi0WlVo+E23VQN8uG/nHwyhv9/dkSKyYVLkpOMjRHh4hhXVVeouniSUviwal8KRrm32GxmIU64HVhrvQRP8YuHUj3LhSrPdVDUOx6Kko84b7vz/GiNfWk1smD43zu+c2AEp8z3DWOSieSpWK+yLDSdPpuC4mCmG/9MD05E9TmVO4mRf/uIq7193N1qyt/HS04VTrmizGClgzH15NgCXXQHEqKYWVFNrypn68dbCs+6A28vAmeyjgigOiV3dsF3mseJi/ZEhVN8QiAry4a7QULnHXd5KM+w82Ayn0NIQlBiSEsOK+EdwzpgO+nuJvLbvEwK1f73T0mfL+Jsfye+tOUG4wE+7vyYgOteegnTUHf4WX42Dnl+Lr8lxK1Sp2e3pgBimWHygQpImIk4VHOVwgesjm9ZsHnJkhJtD0PDVNicWHFsteP7vlWab/Pt1t3+qGMYBZMPPVoa+wCBae3fJsg4msnC0mq4kyozgB0JTDJxUUWhSCAHlimD3HV8tDBTtOEI0un1CpLdKpbEqsLWWiPBs2vi56u8zyZ0QZtQmQeTXub94emqgOaHnXFsUQa6EIZvnN+UCcigWt88n1lOfA6IL8GRY7DLVKzaEAM8/eDHffpiEipBXmgjEA6L3FB01LYQN7bUrSxf/OohohTop1+mpy4Hu+F5URLbawMncesYtug+heEH+R27esKBKPodJTxZ4U0Qj4bXeGrI9/sDgeb71Albmq3oezK2cXWeVZZKjh4Qi5oMPCzc9CqfgA/JdOzBP6w19SrGtJUqxuEQRYNAY2vQVVRWKZgu9mUaEXv8uYQC8GOhlegd46tx6qpTvT+Xu/+DmO6yo3xIKdlAhjqoUmglT/C6R6XvIhujEgTPo6i4v72jxiS3ely9qNbjyqccHeqOuRh3ZW/HQDIMCf9wJQUpHD1FYxXB8TxaKgAJlccZpZurGuz9yEyWoi2DOYyztcjlql5lTJKYeIR30JqWeI54VIflU+v534DYA3Rr5Bx+COsvXjWo+jb0Rfgj2D671Pu1x8Y5JSmuIIiayJLw98CYjeMMUjpqBwjnCKcMDDBwSnXOU2I0UBsXlHxByxm9fKt+3+P/CPFmuuglhXLGUTbsk5CC/Hul/nGQDqxg1Dt9jUv1uaYiIohliLxdkQs/p6s3CK+FUbq9susWHE+ccxupVYb+tQuJacYBWRwbH0CZqCYNWQ4y3+sF1UE42VYlxyxRnWF7MbYna5dwAPX0l18M2OsP4lcVlfAr/fIQpgLJ4qPsznOIVZ9p0NQ++FQbfX+pZVJaIhZvDUYD/97aFpZpvkuXeQaET5GOBkiRuvnRtSS1OZvWI245eOZ+Lul9jgI/fI7M7x58g9lyKYTbTNErh0qxWVk5R6VaFraFKLYtdicMpHAiD3INYcsc3HU+7dbBvu6zZn66edUnhs77ggAMyZKeS//xahTrN10dU8YiAaTF/OGVDjEPPKqnlgjRXwbk9YMECsxWJyb5QPbSc3usd0juC3O4e67RsZ4GogNioWEzuFSgo14k3ykIeHmC9Qnsue3D1kWV2NzO5h3Qn0DKR7mKgq+uPR08txfO1/PWkf4cf7V7mK4VzofLz3YwwWAz3DejK+9XjeHPmmbP3jgx5n8aTFDG813GXb6gIYQ2LESAZ3YY3OJKYlcve6uynUn17YkSAIvLXzLR7Z+AhX/HkFk3+dTKWp0m3fnIocFu5dCMDDAx5G08gPZQrnjvJ/NlH8y6/nexgKiL9JmQr24b/E5yQ7xgoxmghE4Yz24mQ6Wg8Y/SS06i/foW8Y3LMbHkmWaq4eWApv9xBDHJ05Uc2I+99n0nIN14WGwpSbS9ka8f210a6RTs0dxRBrYQgWC1V79iAYxR+jSqfj5HPXUxggzsIbnJ53M0MgvLuYwHl9l+tl+4kPCmdgfGuqMq6lwkvctqqsWt7Wto/EuOSFg85ssPaZnJC20OMKCG4D8YMl2XfBChteFZcP/iq+BlGt59UEyLfV+Zr0Olz6Hox7TrzgVPs8KnftcnwehpIiACo9pA8iq0TPc38eov0Ty/lqSzJa24yLpxnyr5rjVv6/OqcyD/LWJ2ZmrxaNVmcjy7dK4IFfrQhbyylf8iKvfGnh2vVWJu8QePYbM89+Y0afn1Lvj63ZYayAlU/K27SiQWKpEA1jH5vk+cJr+tItJoA3ruhFfIgP1dl6UnyYfGdmb4fCYcYN08hbsIiYhVIsfM9W7sMXesTK23vHBTnk6q8e5JRTaDHDkqvF/KriVLEWy+b33O6zV1wQ3WOlBOI7Lm7vMBIBpvWOcSwHN7aKoPPsKEBFHjka6aF4m48vWE2w8XX+zfzX0e5tlbx3PcN7AnBJ20sA2JkjhVvWh05R/qyZN5KpvWLq7nyBsTNX/Cxnd5uNSqUiPkA65ya1mUSYt2jU393HtbaPwWKgdUBrx+to32gAsitr91jeve5uEtMSWbB7wWmNNasiiy8OfMGyU8uoMldhtpoZtmQYK5JXAGIO29eHvuZo4VEO5B/AbDXTMbij47xRaP4IgkDa3LlkPf44+sOH695AoVGo3LWbk1OncqRLV44NuojyDRug8BT8UC0nq6pIUkuc/SfUR/FW5y0WXrZHJu3+BkpSYclV8n6Zu20LKtEISxgmrWvk8Oic55/Hkp+PNiKCgEmTGvW9zgeKIdbCKPp+CcmzrqJql5gDE/v2WxSrpdkKZ49YXpcoru82GxBnwRM0CY514b7BBHrrsJR3QfAWHzINFdXCudJsqjwVeWeW5Gmv+eUVCP/7VJyZ8fQD3wh5v9JMR5iVW2qo12UpKeHYwEGkXH0N2c8/T/6iRWg+EutolGslQ2zDsTw+3ywqQj79+0HUflLIYGRaOYeXL6nzUNSJ22hVAFN2CNz7m4UFCy0EVojG2Kj9klH2wAEpF2zkfitd06BrGvjuyWR37m6X/bYIco+AsZoRbwtBNRlEL5TdEJvcI5q/7xlOu3A/2oTVXAx2YvcoLMXF5Lz6CpWp4j40u/cwrmskD03oRHSgq0cMxELKzpGBwzuE8eE1fVl6+xCm9nQyHA4shZOJ8o13yXN7nBnVUTpn+9iMsL/uHsbM/nHMv7Qb8y/tRutQH/l7NAZHl8tfF54kx0m5sEol8LufL+z4goJCcSJjbnEJ3Q3Sb/silR+kbiXWTwxDOZ3wXIWaMVvNpJSIEy5dQrsAoFapeX3E63QN7cq9faVrXJRvFPtn72f/7P2ONj+dHy8MfYEInwheG/Eakb7ig1N9Q0czKzLdthssBu5eezdfHfxK1r43b69LX5PVxHP/PocgCPyZ9Cev/fcaM/6cwalS8frZMbhjyw+zvoCwOk2+6g81fgisgnvyP3gfw3FJ3CzvgwWyEHNG2yY6SzMQSnMxVakxFlRRtGQJ5gJ5xFJZYiKlK1a4vombcj+UZsKpf+DAL3DwF7Ft9p/QY4ZouEX2ENuqC4LUE0txMYak2j365Zs2U7Z6DWg0xH38ERqn57OWglJHrIWR9+678gatFkO+9AM2On3jk6bPkyVVD/IcRHJlMiDG+Qd6iyF7Ro8ooAir3gpWqzh7AqJb286JtdDzitMbrF3ZzdMW82u/gY9/AY4ug0O/ia8XjZa2CWnrKvIR6r5mReXOXVgrxGMo/uln2Tqzyv2p7+OhQaXV4tmxI4Zj4oNq1tFduJZ+llPlFLY29LBoeC16z0L+g1dj3vW9Y13HdMkoS3ByXmQXFXH98utZPHExfSP71vFuzQy7OmZsf7AYxAThLFGEwGjUAz74erh+Hwm1GGJeOg15C96g8GtJBEXtoWbR9f1r3AZE6fqerYLYk1YMiCIevp5a+rWulpNT4qZ0QXBCjfu9bVQ7MoqrGN05wpED1j02kFdniN6l2UMSmD2k5u1rxGwUY+/rG+pV/SF4x+fkaOWf7RuhoYyqTKfw5HrQQbjZgreHdF52/vUuEAR8bvwDUAyxhiK9LB2j1YiXxosYX8kgn9hmIhPb1FwA+YPRH/DStpd4buhz9I7ozdorxBCdZSfF0KE1KWuY22MuMX4xqFXyuVXn7y69LB1BEByG0qvbXyWpOIlhscNITE8kMT2R67tJkRHVQx69td5UmasoM5VRoC/gSOERx7qTNvXNNoHuS4IoNC+KfvyR7OdfIOz22xxtxuQWHLXRxHE2wgD0+/eT+3UZ6kI/QgcGohp4q5jGIVjJ2uJNSXIo/D4XgKrdu4l5VYwsEkwm0m8T0zd8Ng9AG+ok4uFGZZrPxkOJk1q2ZwDE2SKgVCq4vYZ8snpy8vLLMWdm0W7FcjwSEtz2KV0hTi4GXXkFXl26nNX7NVUUj1gLQ+UhD31S/X4b3pkrARhY5cWyq9aC7cHMd9gwWd9Ouk7E+sbSNrAtgZ6BBPmI7rMSrRiTqzEAxSmwcDD8fqfoBrfzy81QcZpiHqlbxP8e1WY4es2EKxdDlPgQ66zyxsVPSMtdp8H0j6DzFLe7t5aVum0HyPb34ZpB8Y6wNDt2gYiEH5aQNlU0iIJ+3cj6rZJXTBAEKkwVsu1MZe7DF8Pe+I6oIukhd8oO94pyPnqx3d0sdLPGaoG9oheS6J5w2yaY+i5oxfwvk1H0Znl7uBoa8SE+Mu/VazN64qVTM3d4Gwq/+pp8JyMMwGq0Yi6s2zP73iwpd6ldTcaeU6geQ22eioIkebsTfp5a3p7Zu2HD8cwG+Hg4LLxIEqipi6piTMC/Xl7oVSo4sNQRmvjEoCeI94+nWA1fBfhTaBE95aHtx+NcitrLJlribZvwqDQ3bvz/hUCJoYT/csTyC22D2p5WDtXIuJGsnLGSQdHyEPCxrcfSM6wnpcZSJv0yiYHfDnR41QVB4MlNT3L131c7+ieXJvPWzrcA0cj65vA3bMnawus7pNo/FquF3bm7OVp4lLQy8QHs/n73s/f6vWy/ZrvDgEwtTcVHJ4UO24+toQ0xS3kFppzcujsqnDUV27eT/cKLGE6eIvvpZ8BkIv+99x3rTVlZ9QrTV2hYrHq9o+yOMwXrk8nbG0Cp7hJMpXoq298PQEmyPKS/fNNmin/+maRLLqFqr/R8Ya+p6qDXVTD6KQh0qonqbIRF9oDbN7ukf9SX4t9+I+upp7Ha0kSqDh7EnCk+21Xu3FXjdsbkZAB8+tU+ydqcUTxiLQjBYnER1EizlPBKqOi50lm0RPhFErRiOZjNaIPlXgAPlQc/TvkRb09v1Cq1o0BunlXcXmNRYd3yCercQ5B7CFpXEyRY8agYYlgfdnwuJZXaPGKlK1agDQvDp7/tBxfdC7Kd5Jv/9xl0u1zMG8s/Br2vEeVZa8BSKnrcPNq3w3hCmt1d01vF+g7RvNYxnEFtQvlwQxLdYgK4+/vdpBVWUWk04+PtTWCvfvDnLvz0oLt5PgW/dse7ykrKlTOp9IDKn99leEdRaEQoLHI7hvriY9OJ0Bsrau23/NRyfHW+jGg14qze75yRtl0K8es5U2q3xa6bjeKMvTuPmIdWTatgH1ILRUNgWPswDs6fiFBSzPHBL7l9u6QJE4j/7DO8e/ascUjxoT788/DF7E0vZnC7UPnK4lRRhKbMFsYV0Q2GPwg7vhAlfr+6FCa9CpHd6nHwZ8l/n0qyxAVJENG57m30xbwfHMQXQQFMLyvn+fxCR2hih+AO3NH7Dh7951E+CQ5EZTO4IvveiDl3u8uuvHPE91Y8YmeHwWLg8j8uJ7dSNCg6BHVokP16aDx4c9SbTP5lMiarCYPFwMI9C1k0fhE5lTn8nvS7yzZfHvySwTGDOZB/wM0e4VTJKeasmIPFSXktzj/O4WmL9Y8lsyKT/fn7ZZNR9vDINgENZ4gJVispV83CcPwEHp07E9oqlsrQUAIGD0alqb8hq1A/Uq8X0xSKvvnG7frSv/6i9K+/iPvkY/xGNJP7TzOnctcuSpdLYYRePXui3ycvaVG4Zh/Z30zFWlpKwrOPAF/L1lsKCsh68ikAMh56WNYuw9MPRjwIwx8Q7z3LHpTWxV0E1/8OuvqJTRmSksh+7nnC770XbUQEmgB/sh59zLFeMBop/+cfx2urwb0ysaWsDP0hMTfRo3Vrt31aAopHrAVhSTkIFous7aVwydhqXSZ6ITxatarRDeyt9UZnk4XvEOmPv6eWbEMIdj+AJdMpXCVls3zj/T/Bl5fAT3Mgez818tMc+EucvbFaQPDwxZieTsZ995Ny7XUI9mPoNFnaZtg8MS5ZrYZbEuGGv+Vqi26wy5369OmLrrXkdv9pmJoqrS+tQ30J9NHx6KTOjOsaSYhNSOG+JXuwWgVad5fqWnmaYdvNV3DwwTvFfRqh6gVxdlmwWAjefarWsai85TlL0a+8TNu//yJksiiz72u7DhVk15wnllmeycMbH+bOtXeeWX2z80GFbSbPP1peUkAjftZ7k8X1Pp7uH6xah0qze146DRq1CkO1pHGvLh0I6uWNzs+Mtayc5Ctnkv/hhwgWC4IgUPjJAsrXrZZtExfiwyU9Y+T5LIIA7/QQxWf220JZh88DrwDoc534Ovkf+HH26X4Kp4+hTLwZ2sk9WHPfykJY/iik/YexsoAvgsSczt/8/RDA4RGL9IlkZKuRhNik0QWViqFhvejRaih3e4q/j6tLpJwQnyxx9lQxxM6OrZlbHUYYiAZxQxHlG8XH4z7GUyNe27dmbSWpOInk0uQat/nu8HdszhCv3Vd0vIK+EVIo9GV/XCYzwgCifCSVslAvceLijR1v8P2R76mOs/jImSBYrQ7FX/2hw46QLOORI4SuWUvmzXM5OXkKpoyM2najcJqYcnLq7mQj7ZZbHV4KhYanbM0ain4UlWqzHn+Coq9Fw8qjbVvaLHpL1lelFtAfS3EUO64oliurVsecJUUXlfz1t/tOKhUMuFmc6AaxTNCNK+pthAHkvv02ldu2kXL11SSNHcvJadMd64p/+omS33/H4hS9Ysl3r7xdvn49QmUl2ogIvDp1dNunJaAYYi0I08F/XNrKNeJXfFmRwF8lp/cAGeCl45FJnbGYQ6iw/QYtOW7ixKctlJaT/xGTOte9IO9TWQjv94eVTziSPs1Vao7/FkXmyx/LfpTGUzajptMkGDsfWg8TLwx2PHxFxZ46ksKtNo+YJjCAgMmSUVfpCYLFmwBvyQvjpdPwwdV98NCoWXUoh2+3pxLRsRdmrfQTaZMDXumSOz9uewpWs5niX38lJKOaGEU1hKoqgmZJHqHAKVPwbNcOj/ZifttFyeLDT0FVzeGdGeXSw4fJWs9QtfONXZAlslqWnc0QKyyrINBbxyU9o91vbpJCAQO8xO+r6qBklKg0VuI++oTo1z8kuKt0PuS9+x7Zzz1P+S9fk/PWB6TdcU/dxqtzqK2xXKytYp8MGHqPWJMFoOC4VHqhMcjcDS+3kudC/nwjPBso/i0cDHk2xVBBgO9nwbYP4fc7WFZ6XLarksBWGGw5nRE+Efh5+PHyiFfw0njSM7Q7r45dgFqlppdnGP+kpPOok2fXO1OceTVbzZjqGxqp4MKqlFWy1+2C2jXo/gdEDWDHtTsYEy9KVb+z8x1Olcgnhu7tey8P9X8IgP35+x0h0Dd2v5EvJn6Br67mfEy7kiPgEpLtrZVPMHlopLAlQRDIffsd98IANZD50MMcu2gwxpQUyjckAuA7dKgjnB4Q1/3jeq9TOHMq/t0ie93mt1/pcuQwHbdvI/qll6CaB/Lk1EuxViohyw2NIAhkPvwI2U8/Q9X+/TKD16dfP9j8LpF9xAnm8B6lBA2We6BVTr8TXVwcITfcUON7lfzyC1Z9DTUyVSq49H2Y/AZc92udz1p14WwAuqN88yYEk+s9xpgi5mr7jRzhknbTklAMsRaE2epaBNSiAX3WZXyV/SpXj3etTVMXVw+Mx0clGWJFOdINXhAgp2AiuRvy4Mqv4LJPMA95isytQWT/uBPB+Ud+8FfxAXbLB46mohO+WE1qStdsxFopzbpXHbCFzahUMOw+mPM3BNZQSLAWzEWicfd37gZ+z5VqYBh0YDUF4+8ll3Yd0i6MW0eKan67U4pQ+/gQ/+GHCK8+SoWP+FPRVksROtq9B9k2t39dBM+aBWo1gZddhkonvrcmoTcAHhVqLt5rpcBUxp7cPW5zxZxr+Ogt8guoMT2d3DffwpTpqoxmSErCajC4tJ8Tqguy2LE9sOkw88L07vRr7X4mb2J3cTa+fYQfWtukgv6gqN7lHWqkzfh8tJFRED8IbfeRsm2Lf/iB9CdedrxOueYat7H2Dsqq3Sx6XyUWyATwj4LZf4ihiiAqQTYW1eu1VCf3EHw7A1Y8Dt/NhLRtYnv+Mcpz5GErObPFSY8QrxDHQ/KQmCFsu2Y7317yvSTW4+FHkNWKCqDNCPAKxMcpTFbJE6sZk8VEmU0V9HDBYX49/qvD6E8rTeOvk38BMDFhItPaTXPJ9WoorukizmAnpify0jZ56O741uMZnyBGEBTqC7EIFhICEmjl3wq1Ss2n4z8lwifCZZ8Aod5S+G6Ap1Sm4dXhr/LH9D94bshzAC7HVb5uHQUff0zGfffXOfaqffs49b8ZlP79N9bycnLfepuir8UQuYDJk4h87jlMwUHobOFJlqKzCwVXkFPxr1TKImjmTDw7dQJAExBA0OWXkfDDDyQslQSvBJOJlOuud5SFUWgYBIPBYeCW/vW3wwBK+GEJUY8/BicTCelUQfup2YQOCiTowbdQ+0qTKOa8fEf0TfwXn+M/ZrTrmzhRtmpVzSvVGhg4F9qc/nOjqp45sB5txect/d595C2Ql9ewVlaSb2vTxZ2dp72poxhiLYicuChODDRRESaFlpjVcH3PKfzz8MXcMer0Z2LVahWtggOo8BRPlTyLNONSlhVM4ep9FHz0MYcvf5SywghSP/yXkmQfio7oSJo8kfLNtvBFDz9MVWqs9qGp1FhjpRwza7nkUSr4+BNZQeozoerAQcrXrgNgs+Yku4xSSGVVxtVYS/vi60Ygom24eFHLKRMNncDhI+g6bTYhbaT8nKpwf/ID5NsZtJDUX/LqJPywhLbL/sarRw9Hm1fnznT4ZyPR8591tHn37edYvnWZlYK0XK5bfh03rriRgirJXX+08CjzEudJ72eWDCtTTi5JY8dRsGgRhd98KxtXWWIiJ6dcQtZjj7v5lNxzIKOEmxf/R2pBAzx82w0xr2ofmM0o8MBMsE/NM12zhyTwzsze/HCLFNao3y8aG+E9SvF8UAo59IiVjHW/Pq65KlW7dlPw+Rc1j7W0mhHbfYZrH7uyVHEjKojlOslEj35KVJmsTnEKbF0Ax1fKmlXIvX52gz7SJ1LWXl1dD08nwZyE4RDbDx2gtd0ilPBEOSWGEq7880re3vk2N6+6mQlLJ3Cq5BSz/p7F0/8+zU/HfmJ37m7mbZiHVbAyMGogr498nReGveAI/W5o+kf2d5QcqE4r/1aiR1Qnfc/DYiWxpu5h3Vk9Y7W7TWVerrv73E3fiL68OfJNJredTJRvFNPbT+eTcZ/wxog3ZNvpj0iTFXV5o3NefgW9k6e7bOVKLMXFeHXtSsAll+A/9RJOPfoovmPHAmA+y5xcBQlrRQVla9YAEL94MdHzn3UpQeDdvRve3boRNX8+Ott1Vn/wIJV79pzr4bZorOVSKZ7ipUvF2W7As3NnVFvfgfyjAOh8raj8QvHq0oWOW7cQeuutABiSTyFUiddqtY8P3v3749lRHtLXauECwu4R6xRmPvxIo4jh1FfUxbtPbyIeEnPRCr/6Wia1X7pcKsXi1a1rww6wiaEYYi2IL/JyeHyMNz+Oki6iMSWtSQiJIi7E54zru8SFeFPmKeYgFJu1JHp7c9jgScZGeVhK+u13yPJ3TJk5pN10M4IgYMzI4sTvUaSss4W5tB+HNVC6QOhtUvEghiYWLq65ZlNdWMrKSLnpRqwVFRyMh+0dVWzrpOJ4NCzrr8Jc1pMAb0+3n0ekv+j623yigH9PSGGCXh2ksUYOvphtveTH/s3FagIfug//8eNJWPI93r164dm2LbFvvoF33760WiiGb2pDQ2Uudl1UFJ0PH0LVPhw10D5TvPAarUY2pG9w9Jvx5wyMVmn20dkjlv+B5GU0nZQ+R4C8N8WY8tJly2r8vMo3bCD3jTccxu8l729izeFc7vvhLOqamapAXyL+AYKHP3/vy+LzTacwWawyQ6x12i/wxRSocI0T16hVTO8TS6ifeP5ZSkowZYgGk1en9hAr5bd4de9KeK9S4kYUENt+s8u+APRHailKmlxNijfCjVSu3RDbcnrFceuNIEDqVnH5ul/F5OmZ30L3/8HEV+CGGr7Hi+4AoFQtv6R/su8TwNUQc8GmYglAt8sgxqYYaivzUKB3H8N/ofLbid84XHiYzw98zq7cXZQZy1i0bxFWW9H557c+zwOJD3Ck8AhqlZpZnWc1+phUKhWj411nwKe1m4ZapUatUjuKdYPcEAPROB/fWvSa3dHrDka1GiWrbQYQ6xfL4kmLHd41+/sOjhlMkFeQrK+lQAo3L/z8czIfecShmFYdd7WE1D4+xD7/MGonGX2NTWBK8Yg1DILRyNF+/cWHd50O7z69a+0fPPNK2q9dI4aLAkXfu+YJKpw5Fqe6bXajTKXTodbnwcbXpI4efjDlTcd6/4tHAVC5Zauji9pHfOZzLkHQ+puv8R89mqDLL3e0pdYSvnhaYy8vJ/Wmm8l4+GGMJ0+6rPfq0UOWqy9uZCXkxhvx6t4dobKSoiWSOnXxj2LN1YApU/AdMqRBxthUaXaqiQsWLOD1118nOzubXr168f777zNw4MAa+//000889dRTJCcn06FDB1599VUmO+ULCYLAM888w6JFiyguLmbo0KF8+OGHdOjQcAnV54qreg/mjxWwN0wLNnkNi+BFVED9kyzdER3oTbnOG6giCU/eigpk+kkrV2Otc1sQi0KW/it6MfQFHggCqIJby8IRnWVyAfIWLCT0ppvOaLw5e7YilJRS5AuvztDQOawrhwsP88QNWi5LuBGWq/D3cn/qRwdJBtb7604wpL1oOPqPG0vJb78BYqy2MUgN//zm6FvaLoLBPSajfe9S2f484uNJ+E7upaqOSqXCOzaSyhN5BDmlYJwqOYUgCLy9822XbfRmyRAzZUsFXcsSNyGc2oyqjXijNLi5IDojCAJpt4oXau/evfEZPcaxbldqMVklVTUWR66VRWNE5cG2FwOw9lQVd64XJWrVKrjBppqow0zcRjF3hdfbwlP5DkVFd9hru+l8zGi6y8VaVL6hhHVxU9xbBb4RBipyPDEm1fB5mI2wx+l78g2Xe4nsRNly3QqTwFgh5is2JMWpUJohGqpxNi9gQDTM+FxcznfKAeswQfKI9Z0NWxdSYgsJ8dR4YrAYyKkUk/CHOnmf3WJwynEMaecwcKPNZvI1oipet9BzoBTZTEgtda0ztytXLsGcVyWGwX46/lMGRA04J+O6teetpJelM7XdVAZGDcRL64WHWpr4uan7TZisJgZEDmBwzGCX7V8d8So3Ft5Ix5COZ+25cxbUyH1d9JZ59eiJtbKSkj9+J3DaNAo//wJteLhDbCD6xRfIekIsThv79ht4LL8eKvPhRtFjowkOApDlFCucOc6h2tqgINT1zMPxnzCeis2bqdio5Oo1JNZyV9VktZ8ffDMDBKs4QTZ3HZgqZfcez65dUel0UqioSoXKNnnuP3EiEdk5aENDHIrUuqgodLGxmDIypJz8s6T072VUbJZPgGojI1H7+ZHw/XdoAgIoW7+e9NvvcKwPuXEOKpWKwEunoj9wAMMR0eNnSEoSpfa1WiIfe7TFF4lvVh6xH374gXnz5vHMM8+wa9cuevXqxYQJE8jNde9a/ffff7nqqqu46aab2L17N9OnT2f69OkcsOcgAa+99hrvvfceH330Edu2bcPX15cJEyagrymJsQnTLaI1nlYtOQHSSWsRvOgeG1DLVnUT4e9Jua1mTKZFyy3LLVy9wb0Rpo2JpvNHN8jazPn5aL2dxmRUY/GKofTvGlR7EC8UZ0pmhhgSkxMEek8VMzrO4ONxH/PSsJfoEyAWnY6pwbhICPWhR6yYN3M0R3o4tc8AAvgMGMBD455j97XiRa3sijG8dOtPaNVnPq/hHSEeb3C5gL+HmE+VmJbIjpwdfHHQNZzOYJFCE+2hCHaK339abLdYXFQ0BZMJi9PF3u5dAjFE5XCWvPba5Hf/wWypn8HtQF8iqvxVFTmEWRLTpHE8++chqgTxs5qnkxfaZueXte7a8O+fAHgEmqHDOPlK5/ongMZTfM+Q2bNpNV4FCJhzc93niR35CyryEHyjEK79HW5e434AdvVEcC0s3hDYDa3Q9lJ+mjPORdQH3AQ3r4Urvxal7TtfQqktWfuy9pfJNnP30C3DWahErYYYsdZalF40bO3y5E2FgqoC1qauxWK11N25EThZIn73WrWWoTHitcFZTMeZc2nABnoG8t7o9xjXehyBnoF4auSe/4HRA/l8wufc3vt21/BUxOPpFtatQcIn3U0C6Q8cIO+ttzCeSCLvzbewFBU5JlcAAqdNo9WCD2i1cAF+EeViyQirGc2ap/Ax5KE1ip+xWfGINQiWUul6H/3iC7X0lBMwaRIg3jPOW/5xC8RaYZtIdPrNqlUGyLNFckT3EtdVmwBUe3jg1V0SxNJFRzt+9yqVitA5NxB4qXySuPW3UpkCZ0/cmeLuea796lW0/etPNAHiM6h3796OdXEff4SXLWxSFy96yspWr6b419+o3LETAJ8B/dGGhdHSaVaG2FtvvcXcuXOZM2cOXbt25aOPPsLHx4fPP//cbf93332XiRMn8tBDD9GlSxeef/55+vbtywe2UC5BEHjnnXd48sknmTZtGj179uSrr74iMzOT32zej+aESqXCXx2MRaPiw8lqloxQY42KPjOPhhMRAZ6UqcUfw4CjMHaPFO+/5eoesr7t/vwTVUAMGg/p4d2cl4+gl/KNCg75ceyOT9y+l6etcrr1LC4MFXk20YWgAD4a+xEzOs5gSMwQDh7rwP0/iDkz7SLceDsQP8OXLhOPSadxuhh6eZHw00/ELfoEz7Zt0Kl1XP3k13Q+fIiBz38gUxY7E7SRoiE2sRje6H47IBZgPVLoXhTC2SNmrZAbT9nLMkm/736qnOqN2MMh0+66ixOjRmE4Kc6COasyWav0bD0pD0ErqjRxy9c7qTCcRs5ecZpL0z/WHrLP85vtNchPJ74C+poLcRs3isWhPQPMECeKAwiCQGZ5JkJYBzG/Sa2DOSuIf+8lIubdT8QDD6DuNQ2PAJss9j9/ue44ScwnTFkfTtJtL1J+IJ20O++ifMMGcl5+hbyFC8U8F5UKWtk88DmHXPdzthSIct2E1pDP6RUkGklhHUVRjVb9oavtBnv5ItLjxcmBXhG9ZOGIMX51FJoOr1ajLCAG/KKItIWrOsuvNwWe2/Ic962/j3d3v3te3t+uSvj1pK/5aNxHTEyYWGNf58LHzljKy5tPGYrTRLBa3QoHldR0X1Wr8RszBlXii/jvug3/f6+CpXOl1cn/MO7QA3j8KwqDNKfQxIrt2zHVMFl8vrHn8mgCA0+rNpjaz8+hZNmcvoumjKW8nKrdYjqAVzdp8sY5f55Rj1XfzEHI9deh9hGvNQGXTq3z/XRRUWhsRo4x+exynq0GA5U7dgCQ8NOP+I8fT/SLL6Dy8JBNBGmDg/EbOwZdXBw+TpFsHvFSjbCsxx6jYpPoafV2Mi5bMs0mNNFoNLJz504ee0w6EdVqNWPHjmXLli1ut9myZQvz5s2TtU2YMMFhZJ06dYrs7GzG2hKAAQIDAxk0aBBbtmxh1iz3cf0GgwGD0yxQqW1WyWQyYXIjwXku8fEKBn0e63uJNvYsn+h6jcnex13fUB8t2R6tgT3EVVNX3xhn4qrE9eS/9DLeQwZj8fDA6hNO6zH5nFwuqnAZTh7GUiY9XBcedW8EAVQM7IL28GHMhQUYDQZU6trnCgSTyaFACOIDAAdFr4IqKJCBEQOxmC2cLCjjow1SrkH3aP8aPxc/D/HCUVwp/z61nTuhxf1ndLaoIkShD68SAwOX3gVtxBmiY4XH3PavPLEWs96MENsPa5FrDZiyFSsoc5KNFoxGst98k4oNGwHIefNNot95G0OutG1VVjrvHgkikHIu02ziB8soqvBi3ZFc3l97jAfGuYbrujtv1If+wFkG5Zg1lhQhimndo/h9r2gkx6qkE8l8yfsIUT3Q/nwDquJkLP+8jXWUJC6iStmMeusHWIc9gLncBOhQD5qJyQpYTby24zWWHFvCQ/0e4qorvgF9MQTEoonpT8AQMAOMehLPzzZgLK2kMvFnPKdeKzsObeYerEYVVTZDNG2u+BBYvlZSMPQaMgSvbt1Qxw9Bk74d647PsXS9HPW2D1GdTMRy2SJXUZLTRJ13FA1gCW6Ltabz7IZVYDUDWnDqY0XDsZJkANr7t+fWHrfy/LbnRY+Nhdol6Afejtpsxtp5imOfmujeBOaJampFVUUNdt7Xdq2pD78l/ca6NNFw/uLAF0xpPYW2gW0bZGz1Iak4iQJ9AVqVllY+rTCZTEyIn8CKZPcy7e6Os2DBAoo++pjguXMJtSXOFyxcSMmSH4j77lt0rVo16jE0NpbiYoc33mf4cCqryc1rQoKxOAlutNu9C80/r8KmN2X9hIiuCOFdUB9cKm7nKU7wmbOzKdmwEW1sDCVff4Ph2DG8+/Ul5O6767xnnEv0Bw6Qfv1s1P7+RLzwAj4DB4hGTBPBaBNH0LVrW/PvsaoY9b7vsfa6RnZ90wQFYcnPx5CXB6Gh7retAcFqbfTv6WyvM+cSY2oqqdOmg23iSxMdDbbILQ9/yetv8gqRXfOd8R47loQhQzAcPoxXz571Om5dXByW/HyqTp2kbNMmytetJebjj9H4+9e5rTOG48fBakUdEICmUyci3xRDkd2NIerttxGsVixqNRbbelWsfKKwbLUYkeI1YuQ5/f4a+pyp736ajSGWn5+PxWIhMlKedB4ZGcmRI+69BtnZ2W77Z9tyauz/a+vjjpdffpn58+e7tK9atQofH/ezn+eKfIPc01BRUM6yWoQaqrN6tatyVrEB9oR1Bn53WbetXMPc7/9js884Zlda6bNsGQFVqVwcaCa4fQVFJ3xJW/4zfqaaZcOtWg1qs3ixeU3/B48DWKysXLoUq5M0a3U80lKJ++hjckcOw9K6HeF//YXaYCDCNstXosJx7HsLVIAGFQJzO1vxyt7LsmWuEvEAeguAFoPZym9/LsONuKJbduWriPQWiD2DtCH/9FyigaoCDwr3+nOlUc+PnbzYlSzmnbTOEXhgZywfDk3hcKAO079vo618id/7fEWn8vp5D4sWSQWCK9au5USPnrL1KdvWU5bQmaUer9NPfZzWqhzmm8Xacxv2JdHFJK9R5Yz9vIkp2saAZLmQxV6r6N0JrkrnsgRYnaEmXiXNEP+dEQgZqUQFT2NQ8bsIWz5geUV3BJtQxPgD9+JtKkJ9YjUWgyhzf0DvQ+myZZgFM0tKxATf13e+ju8JX7QqLeD63bYLjUZDEqUp2Wxx+k14GQuYkLMfU0Xtl8PdX31N0cgReJnaMFalRZO2lX9/fIthx0Wp8KPfPcixqOm17qMuBp/YRgSwN72StNP43ZZYSzAIBirMFWjRcmjzITxUHjwR+ASeFZ71vAb0gl3pgFgjrWO5L4G2sNRjqcdYVlD/8dSH6tea/wz/cch0iAneE4jSuIYmb9ZvZpdxFzlW+cTD7ctv53q/6wlWu5bvaAx+qRTDbTtqO7JhtSioYxbM+Kh8qBQqGeE5gnKhnF3GXfT16MuyZcvwOX4cBIHK9u3xPXqU2C9FMaKiRYvY1r4dWCx0/PAjAHa/8ir5kyedk2NpLDxyckkALN5e7LlkCkyehGdGBmErVqKyWsmYcwO6ggJivvmW/IkTOPn3r0za945sHxlBA9kRcydaSyVTEA0xracUaZFpU4qzo9+9m92+vhhjxIc634pMOuz9jlPdL6MkoGFrt9WX4I0bCUeM8Mi+917KunUj6/rr6tzuXBG4ZSuRQL5ez74arhHDj84npDKJ9N1r2BMv5W231mrxBLasWEFlHbnIzqgrKoj76GMs/n6kz5171jWq6sLdM01TI3TVKkJtRpigUrG/f3+8IiNI+OsrogcVO/rV+1munsccqVYTCBxcvYYw2zbbXn2V4tMUxwhZt54woCIkmOVOaoeng/ettxD3sRQpZfH2Zn1mBmSe++LtDXXOVNaz1l6zMcSaEo899pjM01ZaWkpcXBzjx48nIODsZsTPFstJC89sfcbxumfPi5g8oPZaEiBa7qtXr2bcuHHodK75AQuPJ5Lr601EhZSPlBMEKo9iNmWIM1tfHtPw+HPjUFUVwpEn8QwWZwOCKvR4eGmpqeLIc1cK3LgKwgKjORSXS7kX+OlhdN++eLSr+Qa645aZaMwWotduADa4rA9r05bxkydTbjDz+OsbAAuX9orhoRk9XPo6IwgC8/eso9JooSi0G3OGtJatN5gs7E4rYWBCMGq1eBPZnlzI4s9E1/zx58e77LMuTKndSflEfDgrOOzPZUcF/r5HoMKniJe+MNM+GyCVGWaBlycLBKz3Jddby+RHx3Fq/uM0RKZMwN6TXKdfTve2JxH84QrdZtIHPc1nm1MwaP2YPHmYyzbVzxvN32JdEmuvaxC8AqnY8wuLC8cRqCnj4asvQ6dRU2Ewc3zRV1CSjKD1ksRzrBMQXn4PrdXIpJGDwE+cINEeuRdMoqCgsVy8ZHUbPpQFPv/yy4lfZOPZH76fJwY+4fb4Sg6tJ29TEp4qDZMnT0awWin6+GOqNq4g1+qPR0IrwFV217NHdwz7DxC+bBkDn3gcTUAAKvU22PedwwgD6Gw6SPtJH5/xg4V6+YOoy8VcgJ4XX4bKy4d39rzDjPYz3Ia+LTu1DC+tF4Ig8MamNwj1EmelO4R0YOrEukNT6kJ1UM+p1eJN1SfEh8ljJJGjP0/+SbRvNP0j+5/2fp3PGbPKzL78ffSN6MuTS0SRhoTgBG4cdqPLdk9+96Tb/eVZ83iz9E02X7nZpcDw6VKkL2JL1hY6h3SmTUAblyTxtLI0nvlLvL4+cvEj9AiTriXD9cMxW82E+4RjsphYm7aWYbHD8EjPI/WRRwHwmzyZ8moPU/3/24Fnly7Yp6rade7MQCdBqeZI1Y4dZABekZEycSxsxpNjCsgmyKQ6tQH1PvlVLKrnxUwePgUAs7Ae7YEfUWlrD+W8qHVr/MaJuaNFc/pSsMNMx4PvE/6r+8iCxibnn004T5P5HzxIr9GjUXudnYBWQ5Hxy69UAbE9e9G7hnNOt/t6AOJLdxDb8xGE2P6gUpO9dh3l2dm037WboK5d8R03DsOhw6j9/fCIl6vjCYKASqXClJVFyvgJYmNuLhPHjGm0z6KuZ5qmRElpKXm2cjv+kycz/uqrANDqPkNVZUbQ+WAdM5/J/Rr2ulCYlk7hzp3E6/XYTYZuvXsTWMv1x3D0KFU7dxE4ayYqtRrDsWOk2Wqptr7xRnqcxbVLf/HFpM8Sj92vZw/5teMc0NDnTGlpzWkWzjQbQywsLAyNRkNOjnw2NCcnh6gahB2ioqJq7W//n5OTQ3R0tKxPb6ekwup4enri6enp0q7T6c77D356x+nkFIay8NhdaCxaWkd3P60x1XQMnaID2R3ZlgknpVovuYEqNF45aHySsFSKBtPyQ3lM6yXOSNrzxITKCqxWeUJvxEMPOpS08gJVPDhXC+QBKop9RUPMmp6OrrOYu2Ipr2D/8U2Yo0PpHyU+/J1UF9CXmvEOj6DSDJd8sIUKg3iTbx/hX6/P4+7RHXh1xRFeWn6UIe3D6W4T8DiWU8b4t8Xwvtdm9OTK/qJAxL4MSa3PghovXT3daDY0TjWwADRWFUMOCxT7ltiMMJEeB9V8d9ACeFCAB0EHNmM1iQ8nYd3KyD8ohhT4jhjuULQKufFGLCXFlCwVjZaIhx8m97XXqI5aELj6yFpOHonEK8RIqzFm5lwUy2ebUziZX0l6iZE2Ye7dfY7zxlZfS912BPSaxcepw3l98QMAVHYpI3jmlQQFBjJg7gLY8gGqPtc5fR868A6CqiJ0pjLIyoDKAojqCac2kLs3AJPNEPulYA2/ZLqGgi09sZTRrUczopVrvoM2MAgAQW9Cp9NRtXcvhQs/BKAKfzgkN8J8h4qgrT4AAH7FSURBVA8n+vnnMOflkXzFlQBk33EnCT8sgQ5jYN93sv6q/KPorFXgFej2M6qV0kzY9aW43GUq2viBvLTsao4UHmFX7i6Gxw3nswOfMTp+NH0i+nAw/yBPbpEbJvl6MdyzS2gXl3PcWlGBpbwCXaT7or1u8fAi0Cr+hstMZY59bsva5pjs2T97/+kfqw2dTseL217kj6Q/mN11tqM9ryqvXr/RsfFj6RLahfd3i4qrBcYC2ni71o87Hd7f/j6/nfgNgFFxo3h/9PuUGEp4fNPjDI0ZSoG+AItgYWjsUPpGy68+ETrps9XpdEztIBrDmZ+96mivboQBlP4sF6wRCgvP+33kbCmzKbFpQ8PqdywFNkOpy1RRjTT/BJpu09HYtjX3mwMHfkSlEq9zBlU7yg5IXvWAyZMpXbaM7HkP0HbZMjzbtqFgh+hhKDnhRcx5+jyNR8VonVYLPiD9zrsAEDIz0dkKJp9LzHl5JE25BJ++fYn76EPMhYVU/fcfAGE3zEZny/mSTSQ55fuqTBVoF0+G6R9B76sIveEGyletQr97N9m7dxP51JPkPC8KfnSxlQkp37iRtFtE4ztg8mQM1RT6NHo92tMMgztdmsJzWV2okT7zyLvvksZrEyNS3bYJTWg7Tu+pom68bAXSnUOHtd7etX5eJ2+6GWtJCUJ+PrqYaLE2p8mE36hRhFxxxVkpHOp696bNL0vJe/c9Qm6Yfd6+t4Y6Z+q7j6YTTF0HHh4e9OvXj7VOORtWq5W1a9cyeLB7RbDBgwfL+oPocrT3b9OmDVFRUbI+paWlbNu2rcZ9NnXUKjXX9BlC+fHHKTl1P21CTi92uybah/uxK6SXrC19lDiv6RspKcw9uep7RvwwmqV+vqg0ooEgGAyYy+T+MN+hQzl6aU9W9FWRFyT/4e5pK77OeeVV0u64k6oDB0l7cB6eV93HC1/c4EiUN7uRoF/RV9qXT1g0n/1zkoxiyYvXJrx+cYO3jWzL+K6iR+bX3ZJr/LUVRx3LHyUmcevXOxj5+npSCyUXdFph/dzRzqi9vPAbJVaw944VZwjnrrQS7EaN3ZlTc+5GsBlilW29aDWskOgBxfhFSPOwwVdeQZhTGI9/11A6vHIZbR662NEWP0qe/Kcv9CB3O7Qq3+9QkdxWTcjDLYU2EZCAeG75agcFKyQXf95bb5E0foKo1OUXDuPmQ1h7+fY+tvO1Ih8+Hw9LrnIoCRYekXIrvsuXwh9+m/Ybu67bxeUdxNoo27O2ux2aOiAIAKtB9NQaU10lyJ3xGz4MXVQUHm2kh/uqvXvFPMR2NXiZK/Ldt9eFs1rizG/QCxaOF0mhoC9te4kvD37J9cuvJ7U0lW8P11wSoWNwR5e21Lm3kDRuHJW7T6M2nErjCE08XnScZ/99lptW3sTNq252dLHXzTpT/kj6A4DFh6S6gfWpWRbgEcD8ofO5uYc0lhJD/YqI1sbuXOnzSUxLpNJUyfu732dj+kZe3v6yQ7SkX0Q/KrZsIf+jjxFqyQMQLBbK1q93fwwTx7ltd5Z9l3YkiCUWmgGWkhLyPxDDk/1H1x2NAUCR7QE9pJ1YP+/+/RApFXEVWg1gQ8dnsAx/mPAeZbSa0QpthGj4+o8biy5eUkxNvvLKGkVQBKORim3bsdqUZgWLpdEEUwSj0SGK5NW9O54248ucd4bXiNOg6sBBjvYfQNYzz2Kx1aM6PnwE1tJSyhMTsRoMlG/YCFYrnl264JGQACsehflB8NV02PgGfHsl/HCt686PiGJHPn374N1fKjaf84o04WBMT8dqNDqMMBBrWTrXGQWwlNVxg7tAsKsl+o0cKX4XjhW2a4u6oU0wEV0r1wLw1jrC6ay21I+CRYvInv8cpjTRWI94+KEGkZn36tqVuI8/wreZPoOfCc3GEAOYN28eixYtYvHixRw+fJjbb7+diooK5syZA8D1118vE/O49957WbFiBW+++SZHjhzh2WefZceOHdx1lzgzpVKpuO+++3jhhRf4448/2L9/P9dffz0xMTFMnz79fBxigxDgpePr2eP44IpxRAU2jNt/YJtg9oZLD3hFbTpxzT3volPrELxO0e+ibwmJ3A2Riyky5PN2SBAqtXiDs1YaqEyXVPd8hwzBs1MnNk6O5fMJGlmifYRPBMv7q7GqwJSeTvm6dSTPmEFVouiFenmxhZ82f0TGvAfott0172xlP+mU9vEP5a/9WbL1sUH1C11SqVRM6y1epD7bdIp/T+RTYTDzb5J0EzVZraw8mENKQSXfb5ce6vdnlGA0n/4DatxHn9Dl8CF8plzvaLt4X+37sZqkC99bXIF/Kz1B7SqxHtvoaNf5q9DFxKD28UGtU6H9+zq0exbglfYt0ZPDiexXjE+k60NeaYoPhkP76GBTmCypqiXx1GKEfz+AUjG/aFNBAKsO5VBaTYLdUlKC/lAtRZWrisX/iy+R2soyZccJYAoWx/TaiNdoF9QOnVpH+yDRqMuudJ/fqfYPAsBaqReVFh962KWPz0UXOZZ9h4mGsaZacr3hyBHwCYF5bo7j6HLIO4MwqAInQwxRhMIiSKFay5Mlw3PKr1P48+Sfss2dSyf0i+wnW2dMTqZq1y4Eo5HcN+ViCACGk6fc33zVGjoajQyw6rAIFpYeX8r2bLmRW2k6/UmHusgoz6hzv/f2vZcAjwDUKjXdQ0VlrSL92am3bc3aSkqpXD3smX+f4YejPzhe78ndA4iGYOpNN5P3zjvk2Yq1u8OQlOSokeVM2PBQYkOX0OX3t1FX8whU7d3rKK7uYPnDWF9qg5BzlKZO8U8/YSksxKNdO0Kuc/Mg745CuyFWs0ez2Lcdgr3Ienku8V9+Qcjs64l65hk820tCQtbyco506eqyvTE9nVMzriB19mxSb56LYLWSfPXVnJw0Waq/1ICYi4pEwRKNBm14uEOG25ybi7mR66Alz5iBtbyc4h9+4NS06Zjz5cafKT2dspViDUL/i0dBSTpsE3MUObke1j0v1ijM2iNt5GNTBj7yF2SK7TEvvYT/BFuoodOERNLYcRztKZ+4dcZuRFvL6he61dKxVoglZWRGGNhEmYCzKI1TG57t2zsUle0INRhiVr2ein//rXFfulhXo06hfjQrQ2zmzJm88cYbPP300/Tu3Zs9e/awYsUKh9hGamoqWVnSg/eQIUP47rvv+OSTT+jVqxc///wzv/32G92dJDEffvhh7r77bm655RYGDBhAeXk5K1aswKuJxHCfKcM6hDGlZ3TdHevJqE4RWAKCWNp+JNsjO5P6yCtE+kYyKm4UAMdK9mMKkR5YSjQaCj3E08tYLD1QfvVoD+I//wyA1Smit6RNoHTz7R3em7wgFds61TyzMnXeH5QuW4ZvmXjhzwkS241ayAqR+mUSzsm8Cnw8NNw7pgNzhibQOy6o3sc8oI2U/H/1p9u4+I1EKo3SsaQVVrnbjHk/7uXu73e5XVcnKpXjJgXQrp7lm1QaKxlqSULfLtUOoPpkOCpjKe2X/UL7SzJlk2tBAXsJ6VCJSgXmBHFFSF/wjBQNKEPSCQK8daiw1miIaSwGtJ+NgVVSbtbyk+L7x8W5hsIZU+QPuyWGEunBu4aZP32JdCMSNBrKzRX46nwZ21pSPI3yFUONVyavdFv3ShMoetusZhWW7T+6fZ/4TxcRePnlRD7xBJ5tpfPSWcWuYpvNGAmIgVnfw/8+kyTtVz0BX10qejBOhwKbomdoe/bl7WPhXvHh3v77ckesXywJAQn4aH1Y+b+V/Dz1Z76Z/A2dQ+RS9PpDksx+1a7dWJ1qJFbtP8DJyZNJvXkuLqi1eACfG/0Y2Wqk2zGUGkt5YesLvPafa6hrXVisFjyNAj1OWdFYpM/LKljZn197yKNzba5AWyhosaH4tMfgzJIjouiLt9bb4VWsroSYXJoMgL/aB2xhmwUffkTZuvWOhylnjCfdF0sNCT8AFgP8t4iAieKDrP/Eiai8vbFWVDi8YoLZTMHnX5D62s8c/S6Ao2Muk86/JorBVhIjYPIkl4e8Gqm0GQp+tdePFOy1AouS8WzblsjHHkMbFobf8GFowmsvIZL/4YeOmmVVO3eS99576Pfuw5ic7HJNagjsRac1wcGo1GqHIZb1+OMcHzKU8g2uec0N8r7VSr+YMjI4bptUsnNyyiWUJyYC4HfxxZBzkBrResFtm+H+A+BvU7f7ahrkHsEjPp5W776D/8Sayzd4tm9Lu0sLCO0ijksT6I/G38c21gvDI2bKzSX9nnup2LrV7Xq719JFUdNhiDVOiJ7G35+AanlY1spK9EePUfDpp1irqjBlZSGYTGQ//zypN97kdj/qgADUbtJ1FOpHszLEAO666y5SUlIwGAxs27aNQYMGOdYlJiby5ZdfyvpfccUVHD16FIPBwIEDB1yS/1QqFc899xzZ2dno9XrWrFlDx46uoT0XOl46DeO7RvJp96k8M/hmQsKDAJjefrqsX/+Ii7DqRQPwuJfrxWOl+RDLTi5j9E9SyIpzKFWX0C5oVBp+v0iNuZ5n5y9D1Nxxh4Z7btVgVasQXnoY/bwbSPcS459Hdgzn/nEdeWZqt9NynUf4y43x3DIxz+2e0e1lNbHcsfJgDtM+2CQLi6wvwVdegUeo/LNTdXC/n8i+JYR2KaPVsCKy1VIYqn+snqj+xbSZkAuGEtj0FpqUlWg8BYjoCtcsddlX94FptB6dT/iQEHQR4sOtpSCXsfnfsNvzVjyK3M/Gh5UfQpUneYcEnS/rj4neyrEdXUNjTelS3kGhvpB5b0/gx9snUHXwIExbAJ6ugjf6Iunz+O81MZl3cPRgWeHZhIAEx/L036fz2f7PEATB8acOFo1CU4UW88o33B6LSqsl5qUXXWbyE5Z8j99I0RipdL6Zdp4MPWaAv5PyalkWlJ9m3SCn0MR/M8VZx9Fxo3nv4vcc+W6xfrG8NEwSB+kb0Zcllyzh78v/JsIngk4hnegV7joLLQvBtFoxOimclf4letaqdu1yDdGyF/y1WhkZ594Q25+/nx+O/sDXh75mzoo5JNvk8+tDXlUety638tQSK1dsknt+b151M38mVfP62VQ0tSqt7JoR5BkEnH3R6aOF4vm9YMwCHuj/QK19A4vkHpT0O+4g+aqrXQoN6225Mv7j5GGIap3tsy7PIeKRR4n/ajExr72KzjapaLLlNhd88QW5r71GRbZ4LRLMAiW/u6rXNiXKE0UDQxd1GhOBBpvx4FlHvlCwbXKkIhcM0kO8JjCQ9itW0OHfzW43sxqNmFLl9Q0LPvrYsWzKkf9eq/buJfu558l+7nlRir/6cE+exJieXutQ7fW1tMHihJ5nB3kYdr7T+zckhuMnTqu/V9eukOekPB3iJJB13354IhuiuoPOG67/DUI7iCVCfr9T2qTa9VLnKxoQHq0iadV9Fx4+BsK6lxHeo5TWQ0+gKRV/a/r9+2ipCIJA3sKFpN50Mxn33kfZqlWk3jDHpZ+5oIDi78VJILWzSrTVCvbQ70byiAEEX3ON7HXB519wato0ct94k6N9+nLi4tGcuuJKR445QNCVVxLxyCOO1xdC0eXGpNkZYgrnj6m9pVoPwb7iTOeQmCGOB6GZnWayYOy7eFpFxaTsarrve9qoMOlUPPLPI+RXSaESXUK6OJbDvcOxCBZORqu48w4Nj1+vYcuk1lw/T8OcpwMxXeE681bpCfmBKgoDVLQPak/Xy+fQ55ZHOJkvzlC3Cz/zui1zhia4tF05II6erYJkbRH+nkztJa+FsTe9hOGvrkNvOj1NQ5WHB23v6ILGW9ouUGtGpZE/rOY9+wYBIzsR0asMv2gDZYI3C8xicV+VCoLbV+IVbJtRS98JaTYDotvl0GEs9LhS/r5q8IkwovbxRxMoGkOW7HSGpS4kSFXBRVnu85L89baclu7/o3Ts67wW+y755Ub8PbW0CZRmyfxGjRL3WSzGmH9/5HsuWzSCB78sYdCmfJL/NwMDCfBYGtwj5eoIAuTsDAIg9NZbWYk4ezu8lXyWt0NwB94Y+QZdQrpQYargnV3v8MLWFxj14yge3vgw6nApj6Rsr+Q594utwrd/N6Jfednt8YF4owmz1Xuq3LHDNXQsupoBVHB6D0P20ERLaDt+Pf4rAP2j+osFxoe9xLx+8/hswme08pc8c22D2uKr83UpJq4/dIhTl/+PSlsivrH6A+innyHYajypAyVhEXP1kh1qjfgcIFiY3m46s7vO5p2L35F1eXvn247lHTk7uPyPy+t9yBnlGQw7JBokl/8r/o/1k8JbHt/0uNu8r+X/W45OIxngfSNE0YyFexfy87GfXfrXF7tHLdQ7lCExQ9g/ez9PXSSqgXmo5Z4d/yzXcRmOHSP9ttsdn23xb785HvZ9Bg3Cd4R4viaMz5P0EMrz0Pj54jtwIGoPD7Th4WLz2nVYKyooX5/o8j4V65YhGMphz/eQcYae90ZCf+QIFlsYnDYqso7eTtTXEPMKBF+bl/3EGnCqjaf29UUbIoVE2MWiANJuvMnhZfTp76r0Wb5uHeY8cfIo9623SZ45i6LvvqPou+/Ie+99WV9LeTknJ08haew4MV+0Bsy2Omka25iCZl3luAYCaCMjKd+4kWMXDabkr79rP+56IJhMZMx7gMwHHwTAb+wYYt6UJpzc1qbTalFpNJBnm2Qb9TjctQMShot/Aa3k4h3hneCGv0TDIGOHo6i9d9++eLZPAMA3Wk/7qbl0mZVJu7mt8PASox3UHUcT1q0czwALatt3U/an64RgS6Fqzx7y33ufis2bHYWanbHq9WQ/9zxJ4ySVZY8EJ4Vmq9M9ppFyxAC8e3Qn9GbJ0yU4RUzYMTiViGr7919EPzcfnz69HW3a0xGBUnBBMcQU6s2w9tIDX1ubep5WreXnqT/zy6W/8ORFT+Kj8yHQQ7zxLA6R31RP1jBB6vxwGeMX4wgxK/JXcSJWxdu9M9B7qrix+410e/g52baVHtBq+ATH6xeHvehYTsoVZ0zbRZxBYS8bj07qzMr7JAW+jpF+tAr24bUZUg2uW0a05dc7h3LtoHg0armnzCogyx+rLyqfYALjJS+YT4CZuPsvxeTkpbtvSwmXJEvGVCVevG6exedt38YFcxX6CjEe32B/cB8gCR18ZHaSO/fwRRsnhrcZU6WQnTKLm/AIQaBTtii4QEQXPq0axYdHxLCTKT2jUdselPzHj8d36FBACp3Zfmg1/Y/LvTC5b9hymELawhDR8CnLkI7Z1C6WA/liocthsa5y+hMSJrDkkiWOvKEfj/1Iob6QFckrEMIl75xdXRIgemAx8V//RFC1vNDU0lSyK7KpMFWQX5WPZ6dOqAMDsVZUoD9YLZSn72y5MVZwnHpjNkCxeI4k6XRkVmQCMK616EUJ9AxkTvc5xPrFOiTqAdoFui/tkH7vfegPHSLlOjHX0P4dBl52GWi1lC5bRvGPYmimtVQKY9IflXs8DWm5HP0lirwtFeg0Oh4c8CBj4scws9NMR5+McrmwhMlaSx6hExbBwk/Hf5K1XdnxSp4d8qys7c61d3L131eTV5mHWRAfTLw0ck/1FHUveheK3+f8LfOpMLmGCNaFyWqi3CReL4I9pZDkKztdyf7Z+9l01SZZf+8k0ZD3GXwRnh074jP4IlQ+PlTt3UvVrl0U/fQT2fPFa1XgZZcRbPiOVj0O0OEaM94hJojuLe6oIs8R4siaZ9Fki7mdhYsXc7Rff6p2SYaWh78ZlVrAXKzH9Hg8/HYbfDFZPH+aCHqnBzavzp1r6WnDbIDcI5IhVp+C6L1Fjzg/zYYFg8DoPqfFHgoH4uSJKVP8XUW//JIjPN5O0XffcXz4CE7NuIKCTz5xWVexfTvlGzZQtGSJQ5wAwFJQs7CM0RaiafcWaPx8ifvoQ6JfFJUFy1asIH/BQizFxWQ++KDr5M5pUrVvH6XLljmOM2DiJAKnTHGs9+rSBU01z0XoDbNFlco9tkm28E6gVovG1g1/icvV8Y+CjrYJ0QOiIaVSqYi44VK0PmZCOjj9/g47ebUv+xjixfpUgQnivc2Uefr3xsbGcPLkWeUMlm/YgOH4ccrXuRfpsVP8ww8Uffcd1spKPDt3Ju6Tj8UwUTsyQ6xxBc4jHnzQcV7Whc5Wp0/tVKop/J57GmVcFwqKIaZQb3QaNVseG82aeSMI9ZM8HZG+kXQIlpKlg20Pi8Zq144qD8lIaR0gzfx4ab145+J3uKfPPfSP7M/8wfO5sfuNjG8tzRT56/yZ032OrOK71ceLdU+M4+rBtznaQrykGdGkvLP3iHlqNXSK8ueZqV2JCfTiw2v7OfaZ+OAo5l/ajQfGdyQ2yJtBbUM59NwE7h4tD0E5mXf6D4Z4BRLU1v6AIeAdbsT3xlfZ/cW93Hm7hgdmdKHQO5AjQjyvmWbyvOkaTLZqFEVRQ+HiarW0MneTmyI+JP2y3xY+FTeQgq7X86N5JCu8pRs2Wi80rcTvs+SUD1az+L0VVJiwWuWGk3rn52itthm08C5k2kIxR3UK58XLejhuaCoPD8nLVlJM2Zo13PL4Fm5eJZ9RLt+wgZK/bbPDrUVDqyJLOte2RlcgINA1tCsRPu5n4dQqtcOYd+aZrc8S8+orsraQjuVoPQWX2l+HCw4z5dcpjPt5HBd9dxEX/3gxy1JX4DtwgDim6knLfhFw60YYZDsXT8cjVnhKDEHx8CcH0ZDpGNzR7TE4e7/i/ONc1lsrKmQPioIgOEKygq++ipDZonGmP3oUQRBkM7WGI3JDLPvDJQhmNfn/yY2rRwY8woSECdREdWNs4Z6FPPrPo5icvBfbjdtZlbpK1u+pwU+51CXbm7eX/fn7ZaHMHhoPjCkpFHz5JVa9ntSp03n84yJ8q8RzM6U0hVe3v8p96++rVdXRYDFgtj3s2D1vKlQEeLgaA95ab2J8bWU5VBo8T4oPu34jR9L2j99p/cUX+A0XPV4p111P9lNPI9iU+UIvuQhV2ibUBQfRWnLBOwRmfQuoQLCIxljmHtj0NoEJ7o0KjwATMRcV4eEvjtdeTw9zFaTUnEB/rjHnil4lv4svRhtaD8XelU/AwkFgzxF1E5bsQtfp0nJhEnws94xHv/gCfqNHE9yhkoB4eUi3ysMDXWQkvkOGEHLDDS671h844FgO/J/k3c1++hnSbr2N7Gfnk3bb7Y72U1fOJO8DeQF7O2VrRDVh32rFcXVx0u+2aq9UeP5Ir95kP/cchuO1T+IIRqOYt1MtlNicLxqFnh3ak7DkewKmyNMw1H5+xL7xBgGXTiXhp59o9cH7hN9/P/x+l9QpvJ6y+m1Hif+zpVxOv64xdLg0F78Yg3QdtHPNUvEaOVwM+fWJECcPLHqNLGf1fFO6ejUnJ08h66mnzmj7qv0HSLv1Nk5OvRT90SM19rOUlVFgK+ru2aE9bX76Eb8RI+SpE86GmMbNJGgDEzBlCj62VB+Vjw9tl/1N+APzZH1Cb70VtbcoeOYcRukiMqJwWiiGmMJpER3oTfuI2sNHgjxs6lDVDDG9U3TPp+M/ZWjsUHqE9SDGN4Yx8WOY23MuKpWKIbFDuL/f/TKhgsExUj6QXTI37qWXeWjme0R4Sw/kwV7ibPbJvHLyyw2oVND2LAwxO3OGtuHfx8bIjLqEMF9mD0nAUyuFDXhqNcSHyJUC88rkM9bHc8r4fnuqS7sMn1A8A820HptH3IhCPEbdAGo1nlov8oJUnIyUPsyFlml8ZpEMKbVKBahcdhlvFR/IE0/ZDEOVikN9nuZh863ovZ1znLLxu1h68C1N9cJYpsHPUsKJPHlytTpR8kAS3tlxTJN7RKNRqxzS3iqdzjGDVrllK+l33e3YzKJRcfdtGpb3E8dc8osYmkeCaIhZDOJlKvLxh9lvSgZgeKz84as69lypeH+psOhfJ//Cf9Ikgi+fDBpxn77RBikXygl3IW6P/fMYXsNFr17Bp5+5l7+3qR46xDfqg91oC21Hjk0e3Z0RBuCj8+HKjlcyuc1k2gW5esSqJ4PrDxzAnCvu0yMuzpG3YykqpuSXX2UPgoVffil7uLOUyJP+7eg0OkfIHoiGrzOlBkkJzWAx8OHeD/n75N/0/aYv1y67lrzKPFLNrp+dIAho1Vp+n/6721w3Ox4aD9JuuZXcV14l+aqrHe3DtKIH5mDBQb45/A1rU9fKSgDIxmgsZdpv07jyryuxClYKqsSHWH8PfzQ1hAG9MOwF4vzjuKfvPQ4Zbq+ukjpf4LRprhup1egOV8sFGjgXAltBqO37S9kEy8RwMv9YA11mZRI4QV4Hr93kPLxjfNB4ioalxej0mVfWo6zEOcJsy23z7NCh5k6lmfD/9u47PKpqa+Dw70xJ750SCL2D9N6LCKhgRUHEKygqWEBB/a4FG+pFFCuiV0VsqKgoVZpXsAEiVXovgRDS+2TmfH/sqZkkJBiSAOt9Hh4yc87M7JnsnDnr7L3X+uEBeLsbbHzPc9u5piYC1GoH173vCtrO7lfZSu3Crr+e+LffwmDSieuQRsKQHOp8PA//du2o+fLLzgQisY9Oo+muv2m662+iH3Bd0Q+7ZST1Fn1H7GOPo9kTEDhGt9zfI0BhYiLJb77p1cSCo0fVdC6jkaB+fT22BbQrofql1UrqZ59z8OprOHzLrSUGKCcffZT9ffuxu1lzj2yIhWfVzz4JCfhfcYXzpD54kLqgGTH2dgK7dKbWyy/j36olwQMGoBkMsNO19sdjfVhpYu3JcpLsa4PzM1XmRVCjZb2KZKRt2N/1/4DpGIc+jcGs+nLe37tIfu+98pXWuEBSP1W1IdMXfV/iPoVnz5Y4YnZ2rutv3VHHs6jkd+eS9PLLFCYmYoqNpc68eWjF1ZuqxBExUCV06nzwX2q9Ppv63y/Ct359Iu+4A1PNGhiCgmj8+2/EPPSgc39TTAzBV15J6HXXYQwLu+Dtu5RdNAWdxcUj0i8ScqCgyPlMrj12aBHZgtiAWOYMmIOu6yUm0OhVuxchPiFkFGQwMMG12D1+zhzy9+7D3z5HOcwvjBk9Z+Bj8MHXqL445/+upmP1axJDkG/ldvOIQM/1JGeyPAOuJxbt4PeDKTzGduIj/GkQHcQLI1pR0z21vj1Nc0CUfRTBVwWAfiY1LUszqIP0xL4N6VI/Eh+TgZkr9rDhcApZ+YXQeiisfQ4VkHleOc2wuUaYHPXPakcGg+P8ObopvvXrETXxPpLffIvEDSq4Teh7kg2HUmgcYlVTWSLqo9lPuq1tx2CMbEBSppqyFROsXsNjRCyk+Kvdp96ZxulDM1nXwsBVf1rJdUxv8g0CzYjNqvqHITCUk1lqJMJ9Omtxbm56M3FBcXSv2Z3Pd3/uLPp7uuAsNV54hYh7J5P/zigCTSeh/b+8Hl9gK/6L9rfWvjRPSKDg8GHSf/iB6PvuI+uXX8jdsoWou+5CC7OP9KYfU4vb/v5OFeVsdUPxDd34PiyxJ4aIauRMOBEbEEthaiqGwEAMRTLPPdG15Ku1lpOe5RpS5s8H1FowY1gYRnviAGtqKjkb/lDbgoOxZWZiTUsjd9MmAjqqUb/C1JJTS4f6hjK0/lCWHFzCtI7T2JWyy1kIOaMgg0h/NRpSNHnH1jNbmb1lNik2lVHOFuCHIUedcFrT0jCFh1M/tD4D6gxg65mtFMdkMDmz3LnXJapTEAxmWHrQVTTZEWAVteTgEue0yv5f9XeuWXXP4FpUx7iOLL1uKZakJPaf/A9oGn7NXOtbg/r0xq95c48slaaoCAzH7dMauz8IdbpAI/tIf40rVBDxtVv/M/lDYS6BWctJR13QibyyKYx+E2p3wLi+ByQVkro3kJD+PdD2rwRL+RMCXSiOoL/YNSM5KSpofNN7jZZTWa/8t74RmgyG19uqEcUfHlQjjcc3QIc7nVMdjT46/nGR0KkTgZ95r3F1fPdE3nUXxshI/NtcgV8TVyKYJhs3cOiGG53ZFjVfX/R87wtoekGBR4bIzJVqNCygU0dnsg7na5pMhAwdSoZ95L/Gc8+S+MSTHplWc//6i9xt2wjs1Ml135YtnP1oHpnLXZk8E594kmj7ybH1rD1LY5HaobVmvaL+topLqJBy0PO2qYxZLiPtgXb6MVVy5J3uztIl+IdDYCRcPRtWPwM3zXfNONA06PEgWvJ+fEPeIPesD0duVRdTTDVq0HDN6gqpRXW+/Jo0cSZjKkxOJmX+Jypz8JVXEtSzJwUnTnD45pGEDr+Wms95TuUrTElx/t4dDIGBBA++0iPRxZlXXUsHar70kse6Rg/ugVgxFwsvBM1oJGSQayaSZjJRb+FCsNm8gi1N06g9+7VKadelTgIxUeGi/dWC86IjYrm+8Ey3Z7i6wdXOg21pB91Q31C+vPpLDqUfonvN7s77jUFBBLRr67HvsPquulN/Hknhw18OA3Bb17pUtq4NIokL8eN0Zh66DqfSPa9s/n7QVUPmWEoux1JyWb07idu6uLW1aPIHe9pm5/oYTQVot3WtS2yIuq93k2gViOUVQmxrmPgnFGTC3D4eT5Wj+/LX0VTa1gl3BWLhAXDNNvjtTeiipt6EjRjhLMwKEHsmhY8WLWfkjm8wHXeNvBwP70LskFkYNY3TGXkEWPKIyUkja90ekt9QV4s1Hx/MccWP8tRo0YEXa7/I06tUFibb2bNYs7IxBgVCl3vQV3+unsPPl8RsFWg4pomVxN/kz+AEtY7hrtZ3sfboWnac3cFLG1/iya5PElG7Fj6Pfw17l0OLEV6P35vqqgU2rtU43t/+PgCvbX+T+/s1ovEHh8n9U2UaPHanWmunmX2IusZeh+zUdtj0ASyxT+0IioF6vdRJ887v1DqLxK2w6inXi8Y043SOutqekGrmwICB+LdpTZ0PPij1vQJYTp7EFBOD5ZRnIJbxvX2Nhj2BhClCnRTm7drlvMof+3+Pk/ioqr9YcPQYAR07UpicjDWt9Bo/T3d9mqH1htKtZjeMBiMbT23kRNYJjwQbH+38yOtxK46sUDXSdB1Dgetkw3L8hPOk9ap6V/FX0l/kW/NpHNEYf5M/b29RKf2tbnW5fJs0Id++ti0y2wCBKmmIQ0k15U5kuta2OYKwYJ9gpnebXup7BsjdpJ7ft1lTj6nSmsFA/H/fp/D0aQ4NV33K6Od2Nar3NHCvq9d7Ghz7Q53MOthrx4XUTqOwjVoTFj7zS7BfMbeFNgJ2kXvWh32z9hDZKIiIq3KLGf+uGs5ALKZIILZvFXx+s+fJpbvm10Jsy+K3lcQ3GB7cAW93UQWhP7CfQB5Y41lwPaT0YwWoE9Dwm27yvt/Hh7rzP+bU9GewZmRQ67VXOTTiOizHjuF/xRXkbtkCqKlmjqmY+fv2kfSf/wAQ6JbV2V1Qn95kLFlCUP/+hN1wA/7t2pM0c6a6f9kycn77neS33ibgiivQfHzQCws5PPIWr+fJWruWrLVr0cxmAjqqANcU6Xlir5lMJWe1O/qb6+eRn5f6GXkIjAJzgJpSuvULVxAGEGAPBNuPVf+K4xuMb7iF3LOuwK8wMRHLkSPVZppb/v4DnH1XjXBlrVqNuWZN5/q79K8XUuPZZz3OX9K//c75s2Y2Y4qNJXzUKEKvuRrfRo0IGTyYA4OudF6cjBw/jsAuxfcPwDN1fRUGp0UvJIiKJ1MTRYWLC1JfwoVFRsSORmlEB0R7FJ89l1pBtehRq0e5rpIt2Og6senVKLrMj6soAT4m/je1D3/+eyCaBifScknKLH0efEbRGl2h8erKot0RYx0eXbgNi/1D1QwWXr6htTMIAwi0Z6nMyrcfwKMaQqD3+8/Bj4cWbCE7v5CkDHV1t0aoH4TXhSH/UYkyUAUaQ65xJfEozDWyyneqRxAGcCSyDwBpOQW03v07Xy55Au2Wazk2/i7nPprZTHKIxoFe9Sn097zq6m/yp0etHuT5gMXeZ/766UuOjL2DI58cwxagphdqvq5ArEZQ+Wrk3dxUJZhYfXQ17261Tx8JjIK2o8HHM5nLmZwz/H1WjWoMrT+UiVdM5IfhPxDuG05SThLvoUY4crdu9RiRydm00VVnB1xBGKgMdwBLH1FJFuYP9wzC+j0BHcdzOlsFYi3e/xlbdjbZv/5G/qFD6IWFnHn7bXJ3eCYJ0a1WTr/4Evv79efUc89RcOgwYE/M4SbAfmXdkcHNlplJYVKS+h0PGuQsZG3LV/00dYGrJqCjMHtRfiY/etbu6ZzK51hblVGgAqVT2adYfHCx1+Mchap9CgG3BAWZq1Y5Mz3GBsYyu99s5gycw+T2k50Xd0CdIIHKOld/0XeE3nA9AHU3n0Qrsm6mpJT2Z/O8R8rmDJhT7HTPovJ2qRFb/9atvbaZwsPxa9rUudYitL195PaK0Z5BGEB0Y7i3SF2heqpMgKZBZLMsIppke0xbsmS4RmqtOYUkbQ0hZ1s5M3ReQBZ7IGYuGogd+p93ENZjMoQnwJjv4aaPobd3gfVzMvvBVS953ndgDfz4b9ftkoK/MjKGhlJr1ivUef89jEFBNFi2lDoffkCdDz9w1n1yTxl/5Paxzp8dWTCLChk6lISvv3aOKPjWr0f8228RftNN+MSr413OH39w6MabyN+/n4zlK0pto26xkP2rCqqMZVmb5+AIxHo8pEpxlJWmqd8dwM5vPbdFlyFJi28wkU2yCKmTQ8zk+zHVUMfzpFdmee2a/N57HLv3vgtSdLsoW65rdPnYBM91bo4gzMGRZRPUtOq0r9V09rjp02m6fRsNV60k8o6xmCIjiRw7FnNcHKZY1xKAmCkllMjYsxy2fHbBizmL6kMCMVHhIgLUia3uFjz92dKf0xEaoT6udNmp2QW8vHw34+ZtpN/Mn9h3OpPTGXm889MBsvPP/8vztD24eOyqphgMVXMlyddkJCLQhyax6or59uNqlMBi9UweEOynDrKZeUXer6a51hsBw79K4YuNx1i8xX7w1yxeUy6D7HXbMvLcgjqTP0Xl6L4cPpvDzB/3kGnfN9S/+ClBNV94wXlSX5Dper2/bKptekAUyUHqi/fAmSxu2bsKI94n7pqPmdFLR/NYtyOMut/KG1erQ8/CbhoBpgBCfUNpGN4Isz1jf+DDL5Pz++/kbNxI3mEVnGQZLORb89HQiAsovfBrUcMbDufBdg8Cqn5VSRYfXMx9q1V9nBaRLXix54sYDUYSQhNYfr2aEnQ0Gqz+vtiyszn5f64TvsLTSRBQwjSTrZ/Bulfgr/ne2274AHo9DH4hJGYnEn9GJ+Dvw87NB68awtkPPyT59Tc4fMMNzvTohcnJJL/9Din22olpXywga80aQNX1cV+n40hS4tuokSrgqWlgMlFr1isYAgKc9av0nBxyt20jbYGr4LVu08p0EuRY13YgTQVKG0+poKplZEue6aYyCLaOcgUvgUWuTZx9912O3DaGvL17KWpwwmA6pITx+OY6zoyPjvcXPvIWNB8fIv86zJCNZQzEikxZfL3v67SO9g6siuOYpuZbSr3J+LnvUu+7b4loaf97jynh5NQ3CFrap622HQ3DZkGvR+Chner+6zzXUMU89BAAPg1cAWP+8XLWrLtAbHl5zpNTrxEx97p6NdrA1EMw4Cl4YCvUL75GXZk1vtKVxa/YhpWvfMi5aCYTgV27YvD3x2YvxHt07Fhs+fmc/Pe/nYWcoeSgSDMY8G/ZAs3kfZLt29Dtd7tnDweHXe1MSQ+urHUlKVOSFIB9K2G7PX183e6l71scx6yNY0UuJtTpcu7Hmv3xCdGp1S2NyJHDiZ/zDphMZK5cSdY619qqwtRUzrwyi6w1a8j+44/yt7Gc3AOx4tK4Bw8c4Gqb21pBy7FjFBw6hObj45UkxV2t/7yMMSLCo6yAB2uhGjn+7h41YwIkELsMyG9YVLgQt0LOK9tqtMwKZ85V6qDmb3RN5Xli0Q4Wb3NNpVq3L5mf953hpz1nWLfvDJ+NL8MBvYiMPAv/sxcTbhxXhoXfF1h8RAC7T2U6swmm5biCpLUP9+G7v04we/U+Nh1O4Z2fDjC+Zz02Hk7lf3vPcFuWjqOqUipqtGHV36kEJKgRsaKBWESg+tzX7Utmwvw/eeWmNgSaPVN9A9wzqDX//jGR1buSiLOPqIWUEIhpJhMRY8eS/u235J71wWaFL8Lu4Jmz/RijLaVt62GcPJnNsbsmYD15hjqZxZ8UWgw6SblJoGnoGqxrqbGzjkZKMEyyB4ufDvmUI9Pal/hZPrbhSagBOrpHHamyqhmkTmAc9aKKSstL47F1jzlvOwopOwSYA7i+0fUs3LeQ9AbRROw47jEiZjl+HB3Q7v4ZDqz1HPECtV6iqH5PQHMV6P58/GcSkw8x/33vE8eUDz50/rx/wEBiHp7C6eeedxaNdefXogV+zZuT8NWX5O/di09CgnMKnWY0UmvWK0RNmgg2G772E3pDoBqtSf3yK1cJATfW7GxMPqWvH+kY15G1x9byzb5vuLHxjc5ArGNcR0Y0GkHLqJbUCqpF58/UaFFACblqUubNI+yGG8jdvBlrVhZ5O3cS/+abTH0vBWzJpKPWtQTYk/b4t2xB9OSHSHrxJTrutbGkk4GmEU3ZnbK7xEAsOS/Z47Z71tdzcWS183NPSJG4DfzDVF2vDXMxpB3Dr9N4SLRPk6zdseQnHPQsNBoILa9Xa6T62YP7G/7rtWtw//40/v03DKGhnB4/lNT1hyhMKX0KaWXQrVaVgKewEGNEhPdIUJb9pHX4HFf6+Yo04l3YtgDqdIX/DlLZJPv+H6x9/h+PiJVV9i+/kP61Z12sEtf/lCJkyBCS33obm8WCnuOZRdPxu89ctQpbdjZ6fgG6xcLp5593rjErUyBms8I349Xn1GiQ51TOsmo4ALa6TWfsdDc0GwZRZfhb0jSVbCUvDfLS8GvSjPCbbiL1s89I+Xg+QT17Yk1P5+iYMc6HFLc2r6LY8vNJ/eQTcjZsKHZ70x3bKTh6DN/69Th43XXk/70La0oKBYcPk79/vzMRlalGHMagkpOD+V9xBY1LKDoOQJqrXAxH7KOVF7CGmKgeJBATFc79pP69wUYcWSB0XeOxrw/y1V0JAB5BGEB6roWf9qgg6tcD584EZrHa+GHrSbo1iCIuVAUUr610ZUmLdkuxX1Vq2tt10r5O7JvNai59dLAv9aICnZ/VpiOpbDqSikGDGcvU1Kczhg684rOJ/TbXFVBdt3+2moXAIoFYeIDrRHn5zlN02hhBl3rhOPK6HbTFsUFvRs82TeDHROf6MHCNzBXHt3EjTDExFCYlkVv3Hm694zk2fr2DuX9dDT/B1Qe30Gfbr7iHve5rdwCO79oIReLqlBA1WulIQBJgdk3dyvKDDY01+m1zjXCkkQuoot3nwzEaW1Ig9vU+z0yJXWt29drHkSRkf+tIOu047rHNlp2NNS0NY1xrtBptoOYVsP41lRL6jzlqp8hGrhpj921U09MAm27jxQ0vUrOEbu8ecBUmJnJyysMe201xcc6CzI4RTIOfX7HT5wB863kmpdDsKYktbpkg/du0IG/HdnSrQV35P8dagWH1h/HRzo84nHGYGRtm8FeSyoLWIU6tXSka7DhHxEwmjymK6Qu/IWv1Gqxpac77cjZtctXbQhXlDb/FdULvSBFe7zQEGP0Y22Isj657lCMZR/hs12dsSdrC8z2fx2wwk1WQxcE0Fcy9N+g9/E3+50z+4mDNynJOUXKOiGWdgff7g7XIqOGaZ9V9BrP3mk93ITWhzcgyvT7gXDRvjlInf9l7T1GYnFziOiDdZsOamlr2kZIysuXlcfqllwjuPwDdUkD2+vVo/v7Unv2a90iPY0QsuBxFnsvDPww6361+/rc9+N5nT5xwAQOx4IEDnAkajt97n9f2kqYmlsYUFUX9ZUvRzGZy//qLY3ep9xU6fLjzdx8ycKDHYzKWLyN3059AGacmZidDbqpKAnHzJ+d3st+gn3q8o0REQg+1DrasQuNVIJZ2FGKaETJsmKrZtm4d+fv2kbNpk8eUT/fjQUXLWLyYpP+4Rqkibr+dlHnznLc1kwnf+uqYaQqPIB81IyHx6ekUJrrOY0xR/3AphHvZkyP2JD+VkLpeVC2ZmigqXEgJJ/XWnAQ2Hsx11qJKiPRcM5Gea3EGLuA9jQ8gz2Ll27+Os3ZPEgNn/Y/JX27l1vfU1IiMPAtfbnKtD4svkka+KjgyIR49m8PnG446g6yJfVUwUTQAemON60C80NaTcQVTuLXArSaYTR2UNYPF67GRgZ6B55tr9zPkDdfVt8cLx5E7+FXqRgaqNWG4sia6j2IWpWmasxjz0ZmLKMzIZEpAIuP9k0DXueqw95SRyH/d4XF7r8E1HfDBdg/SNsaVbMXH4D3SkhEdwIEantNKHXXpnutRtsKTRYX6qUDMPZmEw66zu3jrL896QM0imnntVytIjVGu6eBDw9WriHl0GjEPT8EYrU6Cj983kX1du6msfvX7wJjvVFIGhxz7SMzdPzuDMIDE7ESOZR4jMsd1SG607mcarV/nXKhtio4m/r/ve7UpZNgwGq5aSa3ZswkfcxthN5aQobEUhgDPv5XwMbdR67nHMfqov9UDAwdx6OabndMiixPuF+6cgvj9ge85lnkMg2agXYxnuu5GYY2IzNC5Z4U9EC9mil/Rky69sNAZLNb5eB51P5mPMdQ1zdm3Xj0wGPAvgO97fkyPWj0IMAVwMvskMzbMYNnhZYxaMorH1z3OkoNLsOpW6gTXoUuNLqWmyi8qf68Kok2xsa7XP7vfOwgD131xrcDsPUX4n/Krr9bV5B1J5djdE7zqSjmcnvEi+7r3cK6/qyh7O3Um7fMvODZunLN4bdiIEc6smwAc2wCph13JHILLt7bzH3EEFxU8NdFdrVdfJai359RKQ0gIkfdMoOYrMzHXOL/3a4qIwBgcTFCvXjT8aS2xjz9O3NNPlbh/6DCVrMoQFIS5dhkuKmTa1zsFxoDpPC9YBkS4CpMDRJU8VbdYEQnq/89ugt1LCGjXFp/6an1y/r59zrpoDhcyECuaOt//ijbUmj0bwLne08Gxzjbxyac8gjA4v8Dbactn6rNwkKmJlw0JxESFC/E3o1u9p8TZ8tWX0nvrDtJv5k8cPquCgKvbqBGf9FwLPiZXl3zmh7/Zfcpz2s1nfxzloQVbuePDjc7HH0xWdbHeWL2PrPxCzEaNJff3KHHdU2VqW0eNIizZnshj36jilzd3iGeMPZtj0QAoy2NtnMYqW3uSCMfX/rnoujooa8ZcrCbPxcNmn3wM/kdwpKtPyVYngvMKB7LO2pLh197AHd3VVb0hrTxPEEobEQPPoqSnnp5O5iOTue7zl1nZ3kK9jESv/UOGDSPslpFE3H47gbfdwrut1NSkpSOWcmerOz2CIfdELL7PPUZO7Ug6vPmxs16cQ4EJFl6zkBaRLUpta0mcI2J5aV6Ffr/Z9w2FeiG1gmoR6htK3/i+zpE6d45A7Hj2Ccy1ahE5diyR48bhU0ud/ORu3ow1Lc2z4LN/ODieKzfVdZ+bxCz1GSZYVBsDe/fCFB2NKSqKegu/JrB3L2rNfg2/Jp4FVxusWkmtmf9RKbGvHETc449j8C3/iZUhwJWwRPPzI+bhhzFHR2O1uH43eVu3FV87zU390Poet5tGNCXIx3OqzsQ2Exm1OYxaSaqvG4KCnIFsSaxpac4CycXVqNLMZue6pJC0AkJ9Q5nSwXMx/K6UXfxw8Aee+0MF8jc18c6Sdy6OaYkebcg8WcLedqVNS/wHAlvUo05fFdjn7dyp6lYVI9VewuDoXXeTvWEDtiLT3c4lZ/Nf7O3SlcM3j3SuobEkJnqsG8z66ScAgvq5TXFL3gf/HQiz20Ce/e891LsI+QXjOIHVL1wgpplMxL87h4QvXFP0wkaMIOaBBwgdOrSUR5adOS6OiDG3YfDzPh45X/OGG4h94t/U+/orr3IXxXIcs0P+YWDcc4r6nBsOLHkdZEliW7l+XqemQztG8LN+/dUr8LKmpWE5cYLDo0eT8aNnMfh/qmgxe73QSvCggSR88Tm13/KsE+ccWS7motR5B2JH/1DrwopTwgUWcemQQExUuGA/EzlHx2HNrY1udX0p6FZ1VXjGst3O4AmgUYw6Ufv94Flnog1QtcAmL1BXhXRd56Xlu3lmsatGj7t/f7ed99YdAuCdUe1pUTO02P0qW/u64bSo6Vk/67kRLZ3BR/eGkdQOP/fV8vl3duaO7glgc32eD651FSH9fPfnDPqmF4EJ72AK+ptmNVyv+VThHdxmeZzoENeox5RBjbmurQoqTAaNyHNM4wzq6ypKmrnClcHL+qJrdMrczbXgWzMaqfHUU8Q+9ihHbu9Lur9OQkgC8SHx9tcsPvCrf8MY2q9aT2iTFsQ2a0+m27nHlO6P0Ti8nFdd3cQGxhJkDqLAVsC2M9s8tu1JVV/EE9tOZM2Na5jdd3axz+EIxM7knKHAPuLx/vb3+d2/SEYttwX7aBqE1HLdNvl7ZbN0ZINsclpdxXf/Qvdr3pw6775LQLt2GCMjnVdoA7t3x6csV7/LwH1EzL9lS3UyZzCiF3p+RRQcOIBeWMiJKQ+TPPe9ok9DiK9nX+8Q66oZpVss2AoK6FmrJ20yXclWArt185pqBRA1aaKz31lO2NPNa1qJ9egc5REsiacoTEmh3/pMmpiL/3xCfEK4obH3yKGu61gziy9kDcUk6tiz3LMOWHHq9yl9+/ky+xMYW0BgPfW7S5w8wSPZALruMZ1Tz83l6JjbOTX93Cn63WUsXapqzG3dytE7/kXO5r88MsaBPYOcyeRMoQ7AiT+9n8y35PUzFc45InaBpiYW5MAnN8CPT+B/xRVE3XcfmtlcarKGC0UzmYgYNarsqd9T7AXnQ//h8aPZMHjsONxSjtT3Dl3vVbX1AE7tAKuFAHs69/SvF5L6qar7ZrCvby1MSeXUjBnkbvqTE/c/QNa6dWSXsKarPHRdJ2/HDgAibh9D8KBBBA/oj6Zp+F9xhdear/CRNxN63XVE3D7G67n8mjbxuq9MjruNVje/Fia4rSPLKn6dq7h0SCAmKpyvyYgtrzY5hyeSn+w6wdJt3lf0BjSLoYk9qUZieh65FnWVacpAdaKz61QGm4+mMnLu77zz0wGPxwa7rZH65HfXlfqOCeVfIH2hGA0a30/sweyRV9AwJog5o9tjNrr+7IL9zKya3JvXbr7Ced/Q1jVYeI/n+qS4ED+mDW7KS9e5pnmdzD7J2dyzfLX3K1744wXn/T3aHWRAM++Cqu7BVoCPiVk3X8HH/+rEe2M6nHP00BgUSPSUyV73uy8mr/3oVMJvvZX4ue967PO/4/8DoGWUq07QU12fokZgDf7T6z8lvmb/hAGcDnPdrhGVUGobz8VsMNOzdk8A1hxd47zfptvYk6ICsabhTfEx+pRYLiHCLwJ/kz86OiezTqLrOrM3z+bTpmexmVzrLAqTPZNB4Od2YaDnFK+paiezTnLtbzba/KpGDoP79Cn29TVNo86HH9Bg+TKVaayC+DZ2jfA4M4MVEywfnziJ3S1bkbFkCWdmzUK3eY4sBpgCMGmux3WM60j2Hxs4/eJL7G7VmgP9B2BNTcWcpkZIar3xOlET7ibm4YcJu/FG5xRYAJ86dTEEq5MgxwmXISQEzVj8ehZzTXV135KYyKER13HmPzN55WTxa1ZuaXoLgeZAr/uT33yLvV26lpgu3BmINWoEBdnwratEQ9FRTqfypAUvD/s0Pz8/1WfyDiWxp207Tj85RU3Hm9sHfa53RsKMpcuw5eSQu30Htuxsr+3u8g8cIPWTT5y3c7ds4cSDD2Jxyxjn4NuggRqNPXsADv+i1v64a1LJAYqj/16IQOzkXzDvati/En59HWxWoidNpMlfm0tcl1lt6Lor5XytkpMjlZnZ//zWMfkGQ/+n1N+NNR9O/kXotdcS9/RTHsWxfesnAKpGnWNqMMCx8XdxdMzt6BZL0Wcus6yff+bg1a4SLdH330/t12dj8C/54qhPQgI1X3ie2Mceo/acd0hY8AWanx8YjQR0KKVYeWmS7SNyvaepUg5xLT2nfYpLmkw+FReUNdttqpLNFQgMbVWDp69pQVSQDztPuqYftqsTxtuj2hMX6seCTcc4nprLdW//6v6URAf7svyBnviajdz63u9sO+6a5uZnNhDiX726tdGgce0Vtbj2ilrFbvczG2lZy3WVf1irGrSs5TmiFxPii5/ZyHVt6/HsDtf9Y5ePdaYNd/A167SLd50UTh1Sm7PpRtrU9h4l7NW47FMpQq4aQvb/fiZk6BAsJ09y9j3XeiVTXBy+jRoR9+QTHo+x2qwsPbgUgGsaXOO8v3V0a368ofTpJc0jm7O0dRgNT6WR4Q/hYf+8Jlzf+L4sO7SMDadcV1KPZx4npzAHH4MPCaEJpT5e0zRqBdVif9p+TmSdcE5fPByn8dlLfZmS2pnTzz1H1qrV6E88gWawB905boFZ9/u9njf5zBFG/k8FNVH33UdQ//4lt8FgqPCipwFt29Jw7Rry9+0jsKv9IoBmJLh2LpnHSz4pUSdHe9F8fAjs0gVN0yjUXSe+V0S25vh1g7HZR5kKz5zh+G1j8Duu1gw5RvQMAQHUePYZcv78k+xf1NVgU0yM82p0zm9qHWjIoEEltsVRiyj1k0+cqaX1zTu4b9p9vLXFc/3foATv59F1neS31H4nHnyQwI0bPAo267ruNiLWCDa855py12SoGh0oaXrRhdB4MDQfTlDSUs7ucrUz5culRN3QlzOLD2HJMQDq9xfRsw5pW1KxZWZyYsrDzkLA9RYtciYicGfLy+Pwza4kIrXfepPj901Uv/Nd3tMgAzp0gNM74Z1ugAa17BeN+j+lkpGUFKheKM4RMe+1xv9I2lGY28fzvsxTEFqr2HT01U7yPtdoZZOKmT553gwGSOgJu76Hg/9Di+9E+MiRZH/xKpm71YwD38Ld5ALZ69cX+xSFKamYY70vPJ5L/qFDzkQooBJMGQK9L86UxnHBrP7ixVjPJuNTt2652wFAun3EP8zt8dFNIXHL+T2fuKjIiJi4oBzrwgDQXFeuIoN8iA72RdM06rol7RjRrrYzA+Jwt8DFaND48u6uHH5xKH881p/IIF+CfE18P7EHO6df6dzP32wsV/Hn6sKR1AMgLtQPX5PRY92Wn9k+Za3IKMXhjMP8nuhZx6XAWkCfJtHMvLENM0YZee/IWAzRi/7x5+JTuxZ1P5lP+C23EDxoEBiNGMLDOT18OAkrfyz2+fel7SPTkkmQOYhOcZ3K9XqapmEeOYL5/QxMu8NY7AhGeTUKUyM/RzKOkFWQhU23OeteNQhrUKZi4/VC1Unrd/u/c46kAaxJ34ipjpp6WXjmDKemu6Wr7/+UukJ/wwfFLo7PPnYYow6FoYFET5pYJX3YXKMGQb16uQoIGwzU6JRGzc6pxDzsPRoKkP3Lrxy7626Ojr2DE5MnkzLfNXrSLKIZ/qfTnUGYMzPjEXuKZpNJLc53WwPh67YGzhgehubj+qx8GzUk9rFHS25/nH1EzDGNETD4+XJD4xu4pekt9Kndx3m/43foLmOxZ/Hp5HfmoNts6DYbKfM/IXPFCqzp6WAw4FszEta/qnYc/g7c8hm0Hgnd7ocb56l/AMNeK7G9/5hR9Sf/sTOI6hVLaFvXhYrTU+8jdV8gWSfUZ24OKiR2QAw+dVSx4Ky1KrmGbrGQ/NZbXiObAHm7djnrZNV6dRbB/fs71+Elv/02ANFTJhM9ZTK+TZuqBD2O7KDorpP9yIYqM+QFSFhSKq2CpyYW5kNhAez8znvbru8r5jUqQ6Z9fVhkQ4+EQVXGMXX3oOqT7F1BZJ0DGMw2QCcwzHv01Z31bHKp293ZcnPJXL2apFde4eBVaoTWFB1NvUXfkfDlgnM8umQ+tWvh36bsSX+8OC7UBbqtle37OPgEQTvvKZDi0nIRXL4RFzcD4fnXkqptoDDDdaByT1IR7PZz2/gw589DWtXgzbUqi+CrN19Bp3pqymHRIs2BviZevqE1//ftdga3LF+h3+oiwMfE0FY1OJ2R5xwNqxsZwI4T5a8RZLFZ0DSNEW1rcMX8qwD4Ys8X/F+X/zvHI8vOv1UrGq5aiS0ggN32hfrFOZGlTorrh9bHeB4pkvs1GsyozirZQJD5n68viQ+JR0Mjy5JF18/VyE+/eJVgIDqgbCNu41qNY83RNSw/vJzlh5c778+yZJFTz3VlNm3BAjSjgdgnnkBrdQM0H65Ont0cTD9IgCmAjGMqnboW+89H/SqMwYTRRye0Xi62m28gd+t2Art1xa95c+dISeL/ufpUxtJlZCxdxkMLprDq+Bpe7fMq+eu2AODXsiX1vv6KwtRU9nVViV9MUVEYdn8Hy6fBTfOhXk+MQUFEjrsTS+IpfBs1IvjKQaR89BGGkBBqvf66V3ZHd+Za3iPOlpOJRPlH8Xjnx7FYLUxcM5Hmkc0xG7ynUhW94p7ywQekfPCB134+NWMxzLYHjOH1oJU96YfBoGqCOTQ4qmolXUgGI1qncUR3GgeA7aa+ZG47Rfph1+dkDiokvmcKHPkFc/y15O3c6fEUGUuWkLF8OQ3XrHYW9gacyT8Ce/ci5Cp1HDFGRlKY5KoVGH7LrRiDAokaP17d8eNB7zaWpa7UhXC+UxMLcuD7iVCrA9TtCikHoX5feLMDxDSHCHsQ3+MhOL4JDq+DvxdBl0ocDf0ncuzZCAPLP4p0QTgCseMb1bTWbyfgH2Gh0TNDKMyxYt4zD6OPFWuB+v7wb9uWqHvv5Zi9zxWePXepG4eUjz7izOzXPe7zbdTQKwlShdB1NXoaVseZ+bZE2fb3EOAWiIXXhakHwViG5CvioiaBmLjgTh/tTn6h55qnQptnJqAl9/fgRGqux5S85jVDePbaFgT6mrimTU1Kc1OHeK5uXRM/88U7yPvWKM803zNGtGb4279wWxfP6Q4v93qZY5nH6BTXiduW3ea8v3VUa7Ylb+NwxmG2ndnmcbIZG1Dx9XvMNWpgKTI/f3fKbk5nn6ZNdBssNoszO2Ko7/klT2kV1YrrG12Ppmnn/RzufI2+DKg7gJVHVjrvW3NMrRcL8w0r03M0j2zO6Gajmff3PK9tC86sYGDPjmjr1OLr1M8+J+3b71QhVl9fNiRu4N1t7zKp7STmbJtD9s/rSA/QaJys/h5CanuP1FQZzRU4G3zM1H7DdQJT75uFHLru+mIfdlvsMP7VRgUGhz/6CABf+yJ2k1stMkNgoGuN1Xf3wENqzm3Mw64aaQFt29Jst6todmkCu3Ul9NprKUxNIXbqVA5ecy0Fhw+TsXw5mslE8IABvDvQtX4xffESNB+zc7pjnn26XfSUyZx5ZVaJrxMQ5bauKqGHV3Dt5Ff5CYPC736IzPtUuYSQujnEtMnA5GdDMwA5Z4mM3Iy1/RVogcHUGN2DIw/PwJIBWK3s792HJlu3OLNuWk6qkROfOq7jT2Dnzs4i5rFPPoExqMgotWO0xaNRCRX9NsvmfLMm/vYm7Fio/jl0nqACmMPr1D9QU8caXQkfDlYFva2FJfeF6sQZiFVsXbnzFlEfgmJV0e837N+BNdpguPpFfKwFMGMeDa89zZ6v1DmAb6NGBPXsQWCPHmSvX4/lxDmylropOOZZ+9Fcsybho0ZV2FvxsG0BfHu36jtXveS9PXk/fH2HGgVzFDwv+js539IC4qJyERw1xMUuv1BNe6kTEcDEfg358JfDzvTtDi1qhhab6fC2rgllfh1/n0urAn2r2qFseXIgQUUKN19V7yrnz58P/Zxnf3+WdjHtGN5wODf8cAPp+emMWur55WLUKuezuXnxzc7U8MHmYEY0UsWFw/3Ob32Ipmk83e3pimoeAC/1eolu+7sx/TfP7HERfmVP8nJb89uKDcTe3/4+X/YL4ad3t5Hyn1dJ+fBD9NxcMletInToUN6ZM57r/1fA48P+oMAIb3ypPqv1ze01tRpVg6lCDu4jmEVOZv2aNyewe3fnei53lmPHMMfFUXj2LLlbtqj9i6kVZq5fH7Cf1OaXnKmwzM3186PmSy86bwf17k3W2rWcePAhAOp9v8jZDktSEiftAZ/5i8/xa9PGeWU9qGdPNIMBzdcPa2qqc91Y8FWDsZw8SWTbY+BITti0itfYFBHY/xpqvxOMNSWVUP8/0DbYpwr6hUJeOv7WLdS9vgkMeh7eaEeDqzI4tCKa/DR10WZ/n77UfOlFdIsFywl10mqOc13EiZ40Ed1mxb9Va0KvHuZ6YV1XSStSPBMqqSeo5CmJDuebNfHIr973bfrQ+77IhlCzLQREquBm6+fQ7jbPfRK3QnQzMFWjUY1s+zQ499GXqqRpMGQmfOn22d3woQpCTL7QdjSGvz6h/vTrSNlpIvIuNRLm36YN2evXk7l2DeEjb0bX9XNO6bamqwuD5lq1qL90yXmV+iiz7V+p//+YA61vhs9HqmQcHe+EvT/CZzd6PyagmgTHolJdvMMH4qLTu3E0N3WIZ9kDPT3WRImSBfuZS/1yaRnVkgXDFjCt07RSR4yyC0vPjlYRDqUf8qjPlWnJ5OO/PwbOf0TsQjAbzMWmLtco+7qs2MBYloxY4rx9fSPX6FBGQQa7zu4iZvJDaPapdJn2LHwPfl1Ag1PwyvtWmpxwjQr3+Fv9HNDOVei6yrmvlytaFDc3lRrTnyTm4SnU/8FzfUzqV1+h22wUHDrkvC/ELTNZ3GuvktOgAdGPPOL2WhV/oSDsJs8THctx19oxx6gOwOGRt5D29dfOukXG8HAi77yTiNGjiLrvXoL69iWwRw9qzZxJvU/n42OxBxvDXoMmV1HdBPftS9j116E1tick8QmCiZtggP3CQ9LfsGcJ5Gegaahpi3bW1FSO3XU3x++bSMbSZYBKmsKSKbD6WQwmG3HTpnoGYQAnN8PKJ9XPBvOFS9lfHqUVdE7erxKt/PWJq6YWqMQeJzZ772+1l1VxrFOt2RZqtlOv0UMF+qx9ASxu5QN+fwfe7QULz1HeoLI5Rl+CqsnURIDm18B9G1SZjy73QWQD17YgdSHANyifGs9Mdyb4CblqMADZ//uZXU2bsbtFS7LWe18Ycuf4G4955OELG4SBa+QRVKHmrNOwZLKa6vql27qv6KbQcIDKpusb7P084pInI2Liggj2NZGZ73klMjyg6gssX8pCfEpej5JtKTkQ23hqI9uTt3NHizvQNI0dyTuYt3Me97e7n/jgshdgnfxT8QkdoOzT/ipTm+g2bD2z1Xm7a82upeztrU5IHRZes5ACawGNwhvRJroNc7fN5XjWcTac2kDr6NYkfDKfQ9ddT9bPP2PLzsbkdk44+G9fXEMrSnHFiquM5nadzmaFYxtg6SNqFOiX1zFHNyGy72Nw4lsCe/Yke50a3cr4/gfMsbH4NFAnUwFdu3hMSQzq35/j+fm0Dndb75VzVp2ghMafXyrsYgT17Ilf8+bk/a1qD1pTU7Hl5GDLyyOxSC2tU0886fzZ6NZWzWAg/p23XTue2AqFeeAXBu1ur5B2XjAN+8MtCyC6iTrpbnwlrHpKrVs5ak/w03MKZl2nWeAsrAUae7/xLvDrE2KDtfYMqetmQp2u8K/lnjuluIJubvwQ6naHFY9Dq2Ku+lcW5xoxtz86mxWeKTLybfKHx0+ooOrkZnAUm7/mDcg8DWtdtRK5eb4KEgIi1ZpAgI7j4Y93If0YbPlMjXikHoHl9sQyu36AYxsh/sIU9i63DPsFiZDis/hWmegmMLmYOqH+9t9XbqrH3T4NGmCuUweLo8i8zcaxceO8pjJnfPMNSU89TeSEu7Ha6zsaw8IquvWebDY4s9d1O9ut7t6yR6EwV5UO+NeKCjveiYuXjIiJC2LenZ2oF+W5fiAsoBpNz7gE+Ztco4xFA6hCWyEWq3e9FZtu418r/sWrf77K/47/j3k753HLkltYfng5725912v/0uxP2+9sx/qR62kS3gSTwYTZYPYo7FtdvNb3NZ7o8gS/3vIri0cspkuNLuV+jsbhjWkZ1RJfoy8jGo1gVDM1JXRD4gZ0XeePoCQKa0ah5+eT/O5czkS6Rn4aHsz1ej5TXDVKNqNprmBMt6ogLHELrH0eCjLhxCb45HpY+zzxk4fTdOcO4p5+CoC0b74lf5+q+eNTu4RgPrtINrT3B8LzNWDrFxXTfJOJup99ik9DFRAm/t//saddew4MGEjhyWLWMqHWrRl8SjlOOQqv1u7gOhGvzpoMdiWXCLX/HvLS1TQ6gAb9oNskAIw+urMEgIM5JgK/pCIZAY/+pgIvSy58c7cKNNKPqW2tR0KzqyEgAkbMUcFgVXEcDwtzwXHsSz3svV9hLpzcAh8Ph/ft7W08WGWr636/mloI4BuqRsLCEzxHLsx+0HWi+vm3t9RrObNH2n39L/hilPq8Kjqdfnml29dJhVazQKwk/mHqf0epCDtN0wjq410nr6ikp54G4Oycd52j9MbQCzxDI+M4lHTxc5+9RmHDgRKECUACMXGBtKsTztqH+3isbwqTEbELStM0Ph3yKXMHzuWWprd4bc+2ZHtMHQTYm+q6arfp1CZmbprpun16U7le3zHq9eHgDwn1DeXra77mz9F/8vutv9Mutl3pD64CUf5R3NTkJoJ9gqkbUrdCUsY3iVBJKX5L/I3WH7dm4tpJfNVQXYXNXPczQVme06R8mzSh1qxX0MxmAnv1dNUdqy4cowpWC5zxrh3loC2fimYwENS3r9o9NZXMFapOXGC34kcaNferxKBSONssarpYBTH4+RHYxfP1bfYi5AEdO9Jk6xb8O7iK2p6zDtBZ+7TE2Jal71cd+QapDG4OsS3VyJVfKNin5ca/+gKB3bqS8NWX1P33rdTpuAtt59fez/X6FbBhLmz7AhaMhjR7IBZW9hH0Cy4g0pVwxtHXihaZdni/nyt9eo0r1JolUGuU7vkV7t8C9/+lAszitB2lRm5SDqj1ZL/bR1F7TVUBYfpR2L1YfV5nypZ85oJx1KwKqV217SgrR9KbvDSvTYHdunndt7dzF3a1bMWRa4cT+9VXXtuNUVH41LvASZF+s9ctjG0F7e8ofp9mw4q/X1x2qtm3vrjUPDzItUg/JtivCltyeWgd3ZquNbtybcNraR/bnmkdpzlHyv674790/awr729/H91eu+l4piuLlHsqdlCp51PyUiiLX0/+Slp+GgB1g10nswbNgM9llH63uPpUW+qrk9yCXbsJzHfbYDZT8+WXCBkyhEa/rCf+7be9HlvlHJk304+rKXmaAYzFrK1IPwbpx1zT+mw2LMePo/n5EdS7hKvWjivzPkXWRSTvq5i225lremdcrfPRh9T58AMMvr7U/fhj6n2zkJr/eZlar5acLRGAfHs5icouTlxRarpdEOlyrxr1NBidJ7t+tcKp88Qd+J/4nICUb/AJdrtw0O526DjOdfvkFtfPf36k/g+tRif3BoNrHZRjXVS6W9a8Bv2Kf9ytX3oGlAaDGlUsLcugb7DKjgewzG3tY7NhMH419HnMdV9G2bP8Vbj8TNfUy4tlRMwvTP1fZEQMIKhXL6+RaWt6OhQWYjl4kNBNf3psC+jahYarVmLwK+Vc5MSfrhp452P/ateIaN/HYegragri/xWZARDX6vxfQ1xSZI2YuKDGdq9Hg5ggthxNo0v9smelE/9MiE8IHw3+CIClh5ayPXk7H+1Ut2dvns3iA4sZ33q8M3gCOJ2jviiaRTQjz5rHofRD/H32b3rU6lHqa2XZsnh+/fMADG84nCCff17v62IV6RdJ4/DGHiONaUU+DluAHz6BwUTdd5+zfo0x5ALXmzpfARGQnq1SdIO6in77IvhqrBpx8I+AfSvVyd1rrTDcuQpDUJCzEHBQr14YtnwAaUfUCeip7XDdBxht+RjX/Uc9Z7vbXCMIAFmnIOsMBFVMTbWwm24ka80acja5RngD2rdHM6mvP81gwK95c/yaNz/3k+XZAzG/avr7Opc+j4JPIARGQ+ubXPcHRKgRh6S/YeE4z0yDjQYBmkrBbSuEjfb1Yju/ce3jyKoZWo1GxEAFYpmJkJWk0stvsteF63wPXPWiqhm29XNY86xKxHHvb+f/u219o8ocWaD6PvV6qVFHgxFiW6gkIPtWuNZo6fq560tVNMdomF/oxZMYwjEilpvmtUkzGIh78klOPf10qU8Rcee/CB06FN/GjZ1/98XKTYP37AH6v5PKnz6+IBs+uU793HY0NFVFo6lT/mnv4vIhgZi44Ho2iqZno2pUqPYy061mN7Ynb/e470D6AR5d9ygD6gwAVH2tfHtmsFDfUCINkRxKP0RSTpLX8xV13Hqc3MJc6obU5ckuT55z/0uZpmnMv2o+FpuF5YeWsyd1DzG+UfDmG8596sx6leA+faqukeXhWPsDappXz8mq7s/dP7vuXzoVNtjXE/53AMaILq5ArEc3+PEuj6c0/vwiCTlRaKmHILimSulckAWbP3btdGqryiRWAYxBQdT5eB7Zv/1Gyrx5BHTsiGY+z2nSjhGxC12o+UKJaQbDixl5rd1RJUv5aqz3tqtnQ4jbqGKbW2HrZ8U/f3ULxMITVAr5399RaelPblYn9t3vV9t9AlRyjVY3qNHefxKcRNRXgdwf76oi1u3Hem53fIY/PKD+gWpL+7Eqo2VlBGUZ9hHBi2VaIrjWiOWmumq16Tosfgh8gwnqOQFzfDyWY65jVfjo0ZgbNyLpSbVm1ZG455xOuX1PphxSU3l9Si4i7+XDIa6f63hPm0QzgF7FawRFtSOBmBCXuHGtxpGUk8S3+78FYHyr8by3/T3AVcz47tZ38/pfqmDvqexTtI9V62Yco2SlSbGq6YuNwxtjlsXHBJjVF/fNTW923rcLVyAW1KtXpbepQkz605X4wV18J1cghqox5shk5hPp3R+0A6uJDVQjgXT4lzrRunKGmvr2+zuw42t18lxBgRioK+dB3bsT1L37P3six/SoizUQK0nPh+HwL64TdXdF6031fkSNoGWfUZ9Hxkk4tU1tCz/HGrvKdsVo+HuRWv/lWAM2ZKZnYAkVV3w7rA5c+Xzx2+r3hj+L1CPLS4dfZkOLESoRSEWx2ezJdooEd44RsYtlWiKo7I72OnjsWaKmwdbv6/wszX0fp8GPK9Dz8kj75htCrrwSU1QU6evXO5/Cv10Z1yif3uH6+e3OKnX+NW+okfCmQ0sPyg6sVcmMHIpbAxZer/hae+KyJmvEhLjE+Zn8eLjjw87b/2r5L65pcA2AM3lHk4gmxASo9RQtoloQHaBGMN/e8jYWm3e2RYejGUdZmrcU8M7UKFyS26gkCekdG1e/hBylqXGF+r92x+KDMMc2NxGjXAGoT+YfXrtruo3oLHvCAscJoW+QykRYo426vfoZyD7r+cD047BnmboaXlXyL/KpiSWJbqwC7eIULUYcUV8FG9fNhVsXuAKPtreVfyrXhdZ4EIz83NWPW4youpT6za6B/k+qjIxFna3gk/Mvb4OZjSGnyBpfx7TI6rSW71wMRtdFmS/HwIE1sPIJ1/bsZDRNw+DvT8SoUZii1IUD/06dSOndi5gXni89EypA5inYu8I7q2bWaVUD7JtxsOKxYh8KqMB3xePq59A6alpjccH9TfPUMW7UwtLbIy4rMiImxGUgxCeET4Z8gtVmJcgniM41OvP9AVda6kZhjfhy2Jd8uutTbmpyk8cap3k755GWl8bEthPxM3kucn5z65vOnyUQK1nntz/lwLx3aH/npKpuSvnc+JFaE9T1vpL3cc/EBwQ0jCPm0WloBgOmPU+V/vzBRdL1OwIxgP/Uh8m7IcSeUv2dbuqq+I3zoMVwVROqpELQ2ckqvXpFZ/HLu8inJpbG7Af9nlDlCQZMhw3vQd1iplcVVa8XTNpcfU/umw5RhbdTDqqpipW9LsvBYFRFe0GN0kU1hl9eV9M8z+733Dc3TbW3VjmyzSZuU0WloxqqDI2gMpA2uUpNlQRXspLqVkPsXNqOhh0lBC85ycX+nWuaRvKQIYQMGVLMg4pY+rAqw1Ca4gp9O6QcVOsrTX4w4eeSL0jEtfKc1i0EMiImxGWjTXQbZxr5/nX60zyyOXVD6vJAuweoEVSDSP9I7m93P3GBcfSq3YvetVW2u9mbZzPv73l8/PfHXs+ZW+iqhSWBWMl8IqNoNvkJzKFhVd2U8omop0Y8ik7lcqdp8MA21+3M00SOHUvE0O6QmwLmALj2LUCDTp7rxQguUkC4RmvP2/NHwH8aquKojmmBuxfDuldgRjwcWld8m/47EF5rBcc3qYQMZc1UV9pomyVPvR9QU5YuRb0ehseOqzVUD26D68pYSzCyQfUbDXOnaaqNJQXula35tWq9niNA+usTdeHAYekj8F5f2PK5Kh2RmwZ/zFUFpkvy6xuwd5n632HlE/BmBzXaY7PCwf+p+yMbVPhbuqDq9Sl5/WHO2eLvL49zBWGgpt8Wk7nRow3BcRdvRlVRZSQQE+IyFGgOZMGwBSwesZhxrcYVu0/RWmQnstS0lrzCPFYfXU22JdtjhKxmYCkn6+LSFl4X4u2ZwRzTn7KT1f9BMeqK9pTdai2Yu4AiKcH9w13FcUHVXMo+A2+5TX8syFZTFy3ZMG8Y7PzW8znys9QVanTY8hm82xNmNSu5hpTD8sdhehj8+qY6aXXISVHFfh0JFsyBJdeTuhT4BKr/q2rk6HLiCIjSj6kLDutfVdPctn+p7v9uAjwbpbYte0Rld7TZvPvnullweL338zt8dhM8E6HWAPqGQuOrLtx7uhAMBrWetDiO48w/EW6fdt382uK3Oy4Y/TG3+O25qep/CcLEeZCpiUKIYnWK6+RxO8eSQ3JuMpNWT2LH2R20i2lHoT3Ndb2QesSHyIjYZS2yIRz7HZLt01odRXQdyR6KTkMEV40gd1c+D4X5sPG94l8nP9Pz9ldj4fRO6PdvdTvrtOe+jmlf+1dDhxKKqwL8bi/C+uP/weZ5agpkVCOYd7XnIv6wOhKkiIoR2cj1c0EW/PSSZ+kAB8c63b/mqxHh3FS1BunGeXBgteco2IM7VGa+t7uqixVF1WitpqFebLo/qLJa5qSohB2Z9lHu0zvL/hwHf4LvJ6kEHPX7uO53HFN6T4ObPlaf70sJ6j6jD/SeqrI0rn8VAqOg3RjP0VXHSLn/JXyBRlwwF82IWEpKCqNGjSIkJISwsDDuvPNOsuwpkkvaf9KkSTRp0gR/f3/q1KnD/fffT3q659Cypmle/7744osL/XaEqPbMRjPvD3rfOUVx1dFVXPvdtew4q05KNydtZlvyNjQ03ujzRmlPJS4HMU3V/4fWqav2OfYr1YFRJT+maCIIh+BSpv65B1rd7GnI173iuirtvj15j+tns3/Jz1lU8l41PWzDe55BGEBcy7I/jxCliW0OA5+B695XKeULc2HNc6U/xtHP89Jh/nBXENZkKAx/R62XCq8LkzbBIwe9H1/aes/qzGCATuOhzzSVWMZx4WXvCjUKXhZLH1Ej4x8XGflyBGKOtZ/uI1uRDaHl9Wok0ZINix9UxwVQI2SfjXQlW5ERMXEeLppAbNSoUezcuZOVK1eyePFifv75Z+66664S9z958iQnT55k5syZ7Nixg48++ojly5dz5513eu374YcfkpiY6Pw3fPjwC/hOhLh4dK7Rmdf7vU7zyOYU2grJKMggyj+KhmENnfs0MzejZpBMS7zsNRqkrh4fWQ+/zlaZyMA7/XlZ1OujTnxqtffe5pwGFAGDnlX/6zZXam7H64JKg+/gvganKF0Hg32CyG32qY5H1ntmSguto+oAdSx+Kq8Q56X7A6oYdPcHPO+/9SsYYV+jpxngyheg/R3Qa6r3c/iFwvC34IpbXfeF1ITASLj1S+g4HqYegil7VPKOi51PAHS4UwVOyXtgRi21jrQ4NqtrbZ17sqkPBqtpyCc2g72Gpkcdue4PqmPC8HfU59v5bte2A2vU8y57RK3LWzdT3X8pT1kWF8xFMTVx165dLF++nI0bN9KhQwcA3njjDYYMGcLMmTOpWdP7JLBly5YsXOjKstOgQQOef/55Ro8eTWFhISa36uphYWHExRUzbUYIgUEz8GinRxm7fCwaGtO7TWfjqY3sT1NTvrr6dq3iFopqIboJDJ4BS6bAqqdVhjqAmleU/7niO8KjR9QUwANrVNIOB+eUR/v6suAaampQtr34eElrwRwBnENWEgRGq9ew5LqmhNXqUPzj7/4fGM3/rOivECXpeCec2a2m5Q54GoKi1cm+yU/9bcU0c+3b5zGwFsD3E+HQzzBiTsmjMY2vVP8uNQER0G2SyvIJKiCKbuy1m+GXV+HnF1Vga3arA3b0NzWt0VGSAjz/tgc8raYqOmqHdb0Pfn7ZvlGHk395tymyofd9QpzDRRGI/fbbb4SFhTmDMIABAwZgMBj4448/GDFiRCmPdklPTyckJMQjCAO47777GDduHPXr12fChAnccccdaKWsAcjPzyc/P995OyND/SFbLBYslpJrLlVnjnZfrO0XF1bL8JZ8cuUn+Jv8qRtSFzNmPtr5EXEBcSQYE6TfCKXBlZixp+hOPYyuGShsdBW49Q+tydWY9vyAtU4PbGXpN3V6wuT9mGd5nuTY/COwWiwYA6MwAIXpiegWC4aUQxgBPaoJmtvURGv2WefrabuXYFp4O9Zej2Lr+TBkncUM6GgUGnwxBUSiuWVjs3a6G5vZfpImfb3SXTbfT1e+5PrZ8V4bD/W87WSEa97x3v9y0uEuzI5AbOWTWJpd51yL6ugrxp9fBED/4X4w+6MBemAM5GeiuQdhgMVqA6vNdYdmdn2upkC025dhmncV+oG16Far15SywohG6Jfj7+ESUdHHmbI+z0URiJ06dYqYmBiP+0wmExEREZw6daqER3lKTk7m2Wef9ZrO+Mwzz9CvXz8CAgL48ccfuffee8nKyuL+++8v8blmzJjB9OnTve7/8ccfCQgopfL6RWDlypVV3QRRze1ELY6+I/AOYo2xaJom/UYoug331RfJgU349WfPQsEBxt7E1A7nWFgPrEuXlvmpIxs9To99Lzhvn860sGHpUtqlWYgHEtd9yuajgXTbv4FoYEtADyIiYqibolLcZ21ZxE95HUAzMHDHZEyok7QTO9ah6TrxQKHRn6XLlhMS/xCxGVtICWpMUN5JjhR0hXK0VVwYcpwRRbWKGkD95FUAWN7pzZY6d5LpX4uYjG1ce/S/zv0KcrMwZqdgAlbXmULLE58Tl7HFuX1T3QmcKMPfeH/fWILyT6MdXI2Oxp91J9AoaQkFxkB+33EW299ynLjYVdRxJicnp0z7abpeWuGUC+vRRx/lpZdeKnWfXbt28c033zBv3jz27NnjsS0mJobp06dzzz33lPocGRkZDBw4kIiICL7//nvMZnOJ+z755JN8+OGHHDt2rMR9ihsRi4+PJzk5mZCQi7PQp8ViYeXKlQwcOLDUz0cId9JvRFHm511rwgqvfhO99UiP7efbZ7STmzF9OMh529puLLarZqLtX4VxwS1o6Fj7/BvDuv+gWfOx3PULRDZAO/obxq/HoNkX5FumncD00WC009u9XkOPqE/hPRvK+5bFBSbHGVESw/9exLh+Zpn31w1mCqceRdu3AtPCsQAUjv4OvW6PMj3e+OEgDCdVcWdrr2nYej5S7jaL6qmijzMZGRlERUU5Z+OVpEpHxKZMmcLYsWNL3ad+/frExcWRlJTkcX9hYSEpKSnnXNuVmZnJ4MGDCQ4O5ttvvz3nh9u5c2eeffZZ8vPz8fUtvkClr69vsdvMZvNF/yVxKbwHUfmk3winhJ5weB0MnYWp3egSU72Xu8/4ea7NMtbvjdFshmZXqZT3Kx7H+JM941xoPOYaLdRrN+oH3R6AtWqb+dAa8Cv+S1Hr+3/Sj6sxOc4IL0HR597HYHaWANAiG2L2C4BmQ9WxyhyAqX5vlZWxLBoNhJObIaY5xj7TMFaXIuGiwlTUcaasz1GlgVh0dDTR0ef+I+ratStpaWn8+eeftG+vsmitWbMGm81G586dS3xcRkYGV155Jb6+vnz//ff4+Z27dsaWLVsIDw8vMQgTQghRilFfqRTyjmQdFcW99pFmgAZ9Xbc73aXSeGcmqtsN+3sGgD0ehJ9eUNkVv58EeWnez3/TfGh+TcW2WQhxYbknMWk/FjQj5GdiDYjCtukjjAndMDQbquqAGX1VUhRQpTPGLi7/63WdqJJyNBniWUtMiPN0UawRa9asGYMHD2b8+PHMmTMHi8XCxIkTGTlypDNj4okTJ+jfvz8ff/wxnTp1IiMjg0GDBpGTk8Mnn3xCRkaGM6lGdHQ0RqORH374gdOnT9OlSxf8/PxYuXIlL7zwAg8//HBVvl0hhLh4mf0rPggDz4xntTt6ZokzmqHZNbDBnu674UDPxxrNMGA6rHyi+CDstm+hQb8Kb7IQ4gKr1wvGr1HZU0NcGbRtFgtL8zsx5KqrMJh9ILalKtD+T2t9+YVA65v+YaOFcLkoAjGATz/9lIkTJ9K/f38MBgPXX389r7/+unO7xWJhz549zsVxmzdv5o8//gCgYUPPbFuHDh0iISEBs9nMW2+9xUMPPYSu6zRs2JBZs2Yxfvz4yntjQgghzs29BlD9Pt7bG/Z3BWLuo2UOQW4JnzQDPHIAfngAzuyB2p0qtKlCiEqiacXXGwT1d24wqmmH8fI3LqqniyYQi4iI4LPPPitxe0JCAu55R/r06cO58pAMHjyYwYMHV1gbhRBCXCDuI2L1entvbzQIrn5dnXD5BHpvD3QrLH3jPFWH6Ob5Fd9OIYQQoowumkBMCCHEZczkA50nQEE21CmmiLimQfvbS358UKzr50uxwK0QQoiLjgRiQgghLg5XlV7upFRxrWDoLAivCyZJxiSEEKLqSSAmhBDi8uDImCaEEEJUA2UsnCCEEEIIIYQQoqJIICaEEEIIIYQQlUwCMSGEEEIIIYSoZBKICSGEEEIIIUQlk0BMCCGEEEIIISqZBGJCCCGEEEIIUckkEBNCCCGEEEKISiaBmBBCCCGEEEJUMgnEhBBCCCGEEKKSSSAmhBBCCCGEEJVMAjEhhBBCCCGEqGQSiAkhhBBCCCFEJTNVdQMuBbquA5CRkVHFLTl/FouFnJwcMjIyMJvNVd0ccZGQfiPKS/qMKC/pM6K8pM+I8qroPuOICRwxQkkkEKsAmZmZAMTHx1dxS4QQQgghhBDVQWZmJqGhoSVu1/RzhWrinGw2GydPniQ4OBhN06q6OeclIyOD+Ph4jh07RkhISFU3R1wkpN+I8pI+I8pL+owoL+kzorwqus/ouk5mZiY1a9bEYCh5JZiMiFUAg8FA7dq1q7oZFSIkJEQOWqLcpN+I8pI+I8pL+owoL+kzorwqss+UNhLmIMk6hBBCCCGEEKKSSSAmhBBCCCGEEJVMAjEBgK+vL0899RS+vr5V3RRxEZF+I8pL+owoL+kzorykz4jyqqo+I8k6hBBCCCGEEKKSyYiYEEIIIYQQQlQyCcSEEEIIIYQQopJJICaEEEIIIYQQlUwCMSGEEEIIIYSoZBKICSGEEEIIIUQlk0DsMiNJMkVZFRYWVnUTxEUmKyurqpsgLjJHjhzh+PHjAFit1ipujbgY7Nixg3Xr1lV1M8RFZN++fXzwwQecOHGiqpviRQKxS5zFYmHmzJl8++23AGiaVsUtEtVdQUEBU6dO5a677mLy5MkcPHiwqpskqrmCggImTZrE8OHDue6661iwYIFc9BHntGjRIurVq8fEiRMBMBqNVdwiUZ0VFBQwbtw4WrduzZo1a6q6OeIiUFhYyD333EOrVq3YsGEDp06dquomeZFA7BK2bNky2rRpw9SpU1m4cCEnT54EZFRMlOyrr76iXr16bNq0idq1a7NgwQImTJjAr7/+WtVNE9XU/PnzSUhIYMeOHdx+++1kZmYye/ZsVqxYUdVNE9Xchg0b6Ny5M8eOHWPhwoWAjIqJ4r355ptERESwa9cu/vrrL5566qmqbpK4CDzxxBNs376ddevWMWfOHNq3bw9Ur/NgCcQuUdnZ2Xz77bcMHDiQF154gT179rBo0SJARsVE8bZs2cKHH37IpEmTWLNmDc888wx//PEH+/fv5/Dhw1XdPFEN7d27l++//56pU6eydu1abrvtNv773/9y8OBBTCZTVTdPVFM2mw2A9PR0OnbsSNu2bZk9ezYWiwWj0VitTpJE1duzZw9Tp05l6NCh/PLLL7Rp04YDBw6QnJxMQUFBVTdPVEO6rpOUlMSKFSuYNm0aHTt2ZNOmTXz55Zfs3LmT3Nxc535VTQKxS1RAQABjx47l3nvv5dFHH6VOnTosW7aMbdu2Aa4vQiEcCgoKaN68OWPGjAHUtNbatWsTHh7Orl27qrh1ojqKjo7mkUceYezYsc77zp49S5s2bQgKCiI/P7/qGieqLYPBgK7r7N+/n9GjRzNixAjOnj3LO++8A6hjjxAOCQkJTJs2jfXr17N7925uueUWhg4dSrdu3Rg+fDirVq2q6iaKakTXdTRN4/jx4xw/fpw+ffpw7733Mnz4cF566SUGDRrEuHHjgOoxMCGB2CXi66+/ZtWqVSQmJgKqc3Xr1o0mTZoAMGHCBI4fP863336LrusYDPKrv9w5+oxjymqnTp2YOXMmNWvWBMBsNpOenk52djbdu3evyqaKaqLocSY8PJxOnToRFhYGwMSJE+nUqRNJSUlcffXVXHfddbKo/jJXtM+Amn6oaRpGo5H8/Hy6dOnCiBEj+O9//8vo0aOZNWuWBPGXsaJ9xtfXl7FjxxIUFETz5s0JCAjgtdde4+mnn6agoIBp06axcePGKm61qErufcYRXAUEBBAfH8/UqVM5fvw4a9asYdGiRcydO5eFCxfyxhtvANVgYEIXF7WPP/5Yj4mJ0Tt16qRHR0fr3bt317/99ltd13XdarXqNpvNue+9996r9+7dW1+1apWu67rHNnH5KK3P2Gw23Wq1Ovc9fPiw3qhRI33//v1V1FpRHZzrOOMwcuRIffny5XpWVpb+yy+/6DfeeKPetWvXKmq1qEql9Rld1/WUlBQ9Li5Oz8/P13Vd1x966CHdz89P9/f31zdt2lRFrRZVqbg+88033+i6ruv5+fn6d999pz/77LN6enq68zEbNmzQ+/Xrp993331V1WxRhUrrMwcPHtSvuuoqPTw8XJ80aZLH45566im9Ro0aVdFkLzIscpEqLCxk9uzZzJgxgxdeeIF169bx3Xff0aBBA+bOnUt+fj4GgwFN05zR/qRJk8jLy2PRokVkZ2ej6zp79+6t4nciKktZ+oymac5pQwA//fQTgHOUDCAlJaUqmi+qQFmPM45SB5999hlXXnklgYGBzhH5vLw856iruPSVpc8A5Obm0rt3b7755htat27N/PnzGTBgAHXr1nV+Z0nijstDaX3mvffeIy8vDx8fH/r168eDDz5ISEiI87EdO3bEarWSl5dXhe9AVLZz9Znc3Fzq1avHgAEDSEtLc/YPx7GlRYsWBAQEsH///qp8G4BMTbxoZWdnc+bMGW6//XbuuOMOfHx86NatG82bNycjI8OjBpTjxLpp06aMGDGCTZs28dxzz9GxY0dGjRolX3aXifL0GcfQ/nfffcfQoUPx9/dny5YtDBo0iGeffbZaLHAVF15Z+4zJZHLOy3ewWq0cOHCADh06eATy4tJ2rj7jWP9ltVr58ssvGTNmDL169WLfvn289NJLJCQkMHnyZEDS2V8uynqcCQ4OJigoyOOxZ8+eJSMjg4YNG1ZF00UVKetx5l//+hfDhw9n8eLF/PXXX85lOdu2baNVq1bVot9IWquLyL59+2jYsCGaphEaGsoNN9xAq1atMBgM2Gw2DAYD8fHxZGdnYzabPR7rOEnq378/TzzxBL///jvjx4/njTfekC+7S9g/6TPZ2dlkZGTQuXNn7r33XubOncvIkSN5+eWXq8UCV3FhnG+fcfSJ3NxcUlJSePrpp9m8eTNz5swB8ArUxKWjPH3Gx8cHgPj4eD7//HPq1atHp06dAAgLC2P48OFkZmY6L/ZIn7k0nU+fcZeXl0dqair//ve/Abj++usr+y2ISlaePuPn5weoY8rUqVOZPn06vXv35rbbbiMjI4MVK1bw2muvAdXgu6nKJkWKMluwYIGekJCgN2nSRO/UqZP+/vvve2x3X6Nx66236mPHjtV1XdctFovHfu+8846uaZo+aNAg/cCBAxe+4aLKVESf2bJli65pmq5pmt6lSxf977//rpzGiypxvn2msLDQef/ChQv1+++/X4+NjdX79Omj79u3r3IaL6rE+faZgoICr+dyrFl270/i0lMRx5kFCxboEyZM0CMjI/U+ffrI+cwlriKOMxaLRX/mmWf0u+66S7/55pv13bt3V07jy0ACsWruxx9/1BMSEvS33npLX758uT558mTdbDbrc+fO1XNzc3VdV19gNptNz83N1Vu3bq3Pnz+/2OfaunWrvmDBgspsvqgCFdVnfv75Z71Pnz76ypUrK/stiEpWUX1m586d+syZM50JgcSlq6L6jARel4+K6jPbtm3Tn332WX3FihWV/RZEJavIc2DHvtWNBGLVlKOzTJ8+XW/fvr1HZH/vvffqHTp0cGaGcThx4oSekJCg7927V9d1Xd+7d6/+0EMPVV6jRZWqqD7z4IMPVl6jRZWSPiPKS76bRHnJcUaU1+V0nJFkHdWUY77q33//TYMGDTCbzc7Fh8899xx+fn4sWrSIU6dOOR+zatUq4uPjqVGjBg888ADNmzfnyJEjWCwWSa5wGaioPnP06FEsFkvV19YQF1xF9xk5zlz65LtJlJccZ0R5XU7HGUnWUU2sXLmSH374gfr169OtWzfn4uX+/fszZcoUrFarsyOGh4czZswYZs6cye7du4mLi0PXdRYvXsyOHTtISEggLi6O3377jQ4dOlTxOxMXivQZUV7SZ0R5SZ8R5SV9RpTX5dxnZESsiiUmJnL11VczevRoUlJS+OCDDxg0aBAbNmwAoHfv3oSEhDB9+nQAZ1Q/fvx4MjIy2LJlC6AyleXm5hIYGMhbb73Fjh07LooOKMpP+owoL+kzorykz4jykj4jykv6DJI1sSplZ2frt99+u37zzTfrBw8edN7fqVMnZ9aXjIwM/bnnntP9/f31o0eP6rrumjvbu3dvfdy4cc7Hbdq0qRJbL6qC9BlRXtJnRHlJnxHlJX1GlJf0GUVGxKpQQEAAvr6+jB07lnr16jmLFg4ZMoRdu3ah6zrBwcHceuuttGvXjptuuokjR46gaRpHjx4lKSmJ4cOHO5+vffv2VfRORGWRPiPKS/qMKC/pM6K8pM+I8pI+o2i6Xo1XsF0GLBaLsyiqoyDdqFGjCAwMZO7cuc79Tpw4QZ8+fSgsLKRDhw78+uuvNG3alM8++4zY2Niqar6oAtJnRHlJnxHlJX1GlJf0GVFe0mckEKuWevTowfjx47n99tudmesMBgP79+/nzz//5I8//qBNmzbcfvvtVdxSUV1InxHlJX1GlJf0GVFe0mdEeV1ufUYCsWrm4MGDdOvWjSVLljiHWQsKCvDx8anilonqSvqMKC/pM6K8pM+I8pI+I8rrcuwzskasmnDEw+vXrycoKMjZAadPn84DDzxAUlJSVTZPVEPSZ0R5SZ8R5SV9RpSX9BlRXpdzn5E6YtWEo3jdhg0buP7661m5ciV33XUXOTk5zJ8/n5iYmCpuoahupM+I8pI+I8pL+owoL+kzorwu5z4jUxOrkby8PFq1asWBAwfw8fFh+vTpTJs2raqbJaox6TOivKTPiPKSPiPKS/qMKK/Ltc9IIFbNDBw4kEaNGjFr1iz8/PyqujniIiB9RpSX9BlRXtJnRHlJnxHldTn2GQnEqhmr1YrRaKzqZoiLiPQZUV7SZ0R5SZ8R5SV9RpTX5dhnJBATQgghhBBCiEomWROFEEIIIYQQopJJICaEEEIIIYQQlUwCMSGEEEIIIYSoZBKICSGEEEIIIUQlk0BMCCGEEEIIISqZBGJCCCGEEEIIUckkEBNCCCGEEEKISiaBmBBCCOFm7NixaJqGpmmYzWZiY2MZOHAgH3zwATabrczP89FHHxEWFnbhGiqEEOKiJoGYEEIIUcTgwYNJTEzk8OHDLFu2jL59+/LAAw8wbNgwCgsLq7p5QgghLgESiAkhhBBF+Pr6EhcXR61atWjXrh2PP/44ixYtYtmyZXz00UcAzJo1i1atWhEYGEh8fDz33nsvWVlZAPz000/ccccdpKenO0fXnn76aQDy8/N5+OGHqVWrFoGBgXTu3Jmffvqpat6oEEKIKiOBmBBCCFEG/fr1o02bNnzzzTcAGAwGXn/9dXbu3Mm8efNYs2YNU6dOBaBbt2689tprhISEkJiYSGJiIg8//DAAEydO5LfffuOLL75g27Zt3HjjjQwePJh9+/ZV2XsTQghR+TRd1/WqboQQQghRXYwdO5a0tDS+++47r20jR45k27Zt/P33317bvv76ayZMmEBycjKg1og9+OCDpKWlOfc5evQo9evX5+jRo9SsWdN5/4ABA+jUqRMvvPBChb8fIYQQ1ZOpqhsghBBCXCx0XUfTNABWrVrFjBkz2L17NxkZGRQWFpKXl0dOTg4BAQHFPn779u1YrVYaN27scX9+fj6RkZEXvP1CCCGqDwnEhBBCiDLatWsX9erV4/DhwwwbNox77rmH559/noiICNavX8+dd95JQUFBiYFYVlYWRqORP//8E6PR6LEtKCioMt6CEEKIakICMSGEEKIM1qxZw/bt23nooYf4888/sdlsvPLKKxgMarn1l19+6bG/j48PVqvV4762bdtitVpJSkqiZ8+eldZ2IYQQ1Y8EYkIIIUQR+fn5nDp1CqvVyunTp1m+fDkzZsxg2LBhjBkzhh07dmCxWHjjjTe4+uqr+eWXX5gzZ47HcyQkJJCVlcXq1atp06YNAQEBNG7cmFGjRjFmzBheeeUV2rZty5kzZ1i9ejWtW7dm6NChVfSOhRBCVDbJmiiEEEIUsXz5cmrUqEFCQgKDBw9m7dq1vP766yxatAij0UibNm2YNWsWL730Ei1btuTTTz9lxowZHs/RrVs3JkyYwM0330x0dDQvv/wyAB9++CFjxoxhypQpNGnShOHDh7Nx40bq1KlTFW9VCCFEFZGsiUIIIYQQQghRyWRETAghhBBCCCEqmQRiQgghhBBCCFHJJBATQgghhBBCiEomgZgQQgghhBBCVDIJxIQQQgghhBCikkkgJoQQQgghhBCVTAIxIYQQQgghhKhkEogJIYQQQgghRCWTQEwIIYQQQgghKpkEYkIIIYQQQghRySQQE0IIIYQQQohKJoGYEEIIIYQQQlSy/wcXuSQuUKw9swAAAABJRU5ErkJggg==\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "np.exp(mkt_returns)-1"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 455
    },
    "id": "Isr63ZlOUs83",
    "outputId": "b90ca98f-edda-46d5-e8f3-c4153150f8da"
   },
   "execution_count": 49,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker      mkt_return\n",
       "Date                  \n",
       "2020-11-24    0.022416\n",
       "2020-11-25    0.003161\n",
       "2020-11-26    0.000854\n",
       "2020-11-27    0.003157\n",
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     "metadata": {},
     "execution_count": 49
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  {
   "cell_type": "code",
   "source": [
    "mkt_returns"
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     "height": 455
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    "id": "Whx_14hZU3x1",
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   },
   "execution_count": 50,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker      mkt_return\n",
       "Date                  \n",
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       "summary": "{\n  \"name\": \"mkt_returns\",\n  \"rows\": 1246,\n  \"fields\": [\n    {\n      \"column\": \"Date\",\n      \"properties\": {\n        \"dtype\": \"date\",\n        \"min\": \"2020-11-24 00:00:00\",\n        \"max\": \"2025-11-21 00:00:00\",\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          \"2023-11-08 00:00:00\",\n          \"2022-09-05 00:00:00\",\n          \"2025-05-23 00:00:00\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"mkt_return\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0.011145502660324769,\n        \"min\": -0.05255815960324739,\n        \"max\": 0.0539280239506752,\n        \"num_unique_values\": 1246,\n        \"samples\": [\n          -0.0014179817534891725,\n          0.012005505814030926,\n          0.004005865108107187\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
      }
     },
     "metadata": {},
     "execution_count": 50
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# Estimate the expected return of the market using the daily returns\n",
    "\n",
    "ER = dict()\n",
    "\n",
    "rf = 0.1383\n",
    "\n",
    "#mkt_returns_level = np.exp(mkt_returns)-1\n",
    "rm = mkt_returns.mean()*252\n",
    "\n",
    "for k in daily_returns.columns:\n",
    "\n",
    "    # Calculate return for every security using CAPM\n",
    "\n",
    "    ER[k] = rf + beta_sm[k] * (rm-rf)\n",
    "\n",
    "    print(\"Expected return based on CAPM model for {} is {}%\".format(k, round(ER[k]*100, 2)))\n",
    "\n",
    "    # Calculating historic returns\n",
    "\n",
    "    print('Return based on historical data for {} is {}%'.format(k, round(daily_returns[k].mean() * 100 * 252, 2)))"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "89d6--P5q4H_",
    "outputId": "9c48273a-77bf-4ccf-acf2-98e2902cc382"
   },
   "execution_count": 52,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Expected return based on CAPM model for BBAS3.SA is Ticker\n",
      "mkt_return    7.52\n",
      "dtype: float64%\n",
      "Return based on historical data for BBAS3.SA is 12.96%\n",
      "Expected return based on CAPM model for BBDC4.SA is Ticker\n",
      "mkt_return    6.67\n",
      "dtype: float64%\n",
      "Return based on historical data for BBDC4.SA is 5.45%\n",
      "Expected return based on CAPM model for ITUB4.SA is Ticker\n",
      "mkt_return    7.36\n",
      "dtype: float64%\n",
      "Return based on historical data for ITUB4.SA is 13.85%\n",
      "Expected return based on CAPM model for SANB4.SA is Ticker\n",
      "mkt_return    8.17\n",
      "dtype: float64%\n",
      "Return based on historical data for SANB4.SA is 3.8%\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "rm"
   ],
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    },
    "id": "6DipiGlbzJCQ",
    "outputId": "c9abd725-166b-4237-db48-204bd65d9ad5"
   },
   "execution_count": 20,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "np.float64(0.07393662034276567)"
      ]
     },
     "metadata": {},
     "execution_count": 20
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# prompt: calculate sharpe ratio of daily_returns\n",
    "\n",
    "def sharpe_ratio(returns, risk_free_rate=0):\n",
    "    \"\"\"\n",
    "    Calculates the Sharpe Ratio for a given series of returns.\n",
    "\n",
    "    Args:\n",
    "        returns (pd.Series or np.array): A series or array of returns.\n",
    "        risk_free_rate (float): The risk-free rate of return (default is 0).\n",
    "                                Should be on the same frequency as the returns.\n",
    "\n",
    "    Returns:\n",
    "        float: The Sharpe Ratio.\n",
    "    \"\"\"\n",
    "    excess_returns = returns - risk_free_rate\n",
    "    return excess_returns.mean() / excess_returns.std()\n",
    "\n",
    "# Calculate Sharpe Ratio for each stock\n",
    "sharpe_ratios = {}\n",
    "annualized_risk_free_rate = rf # Using the already defined annualized risk-free rate\n",
    "\n",
    "# Assuming the risk-free rate is given as an annual rate, we need to convert it\n",
    "# to the same frequency as the daily returns. For daily returns, we take the\n",
    "# daily equivalent risk-free rate.\n",
    "# daily_risk_free_rate = (1 + annualized_risk_free_rate)**(1/252) - 1\n",
    "# A simpler approximation is annual_rate / 252 for small rates.\n",
    "# Let's use the approximation for simplicity here, assuming rf is an annualized rate.\n",
    "daily_risk_free_rate = annualized_risk_free_rate / 252\n",
    "\n",
    "for stock in daily_returns.columns:\n",
    "    sharpe_ratios[stock] = sharpe_ratio(daily_returns[stock], daily_risk_free_rate)\n",
    "\n",
    "print(\"\\nSharpe Ratios:\")\n",
    "for stock, ratio in sharpe_ratios.items():\n",
    "    print(f\"{stock}: {ratio:.4f}\")"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "eMHg0d9xz8U_",
    "outputId": "73f63427-ab06-455a-abdc-93454ba32ea4"
   },
   "execution_count": 54,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "Sharpe Ratios:\n",
      "BBAS3.SA: -0.0020\n",
      "BBDC4.SA: -0.0174\n",
      "ITUB4.SA: 0.0000\n",
      "SANB4.SA: -0.0234\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# prompt: Garch model volatility forecast for daily_returns\n",
    "\n",
    "!pip install arch\n",
    "from arch import arch_model\n",
    "\n",
    "# Select one stock to model (e.g., BBDC4.SA)\n",
    "stock_to_model = 'BBDC4.SA'\n",
    "returns_to_model = daily_returns[stock_to_model]\n",
    "\n",
    "# Fit a GARCH(1, 1) model\n",
    "# The `vol='GARCH'` specifies the GARCH process\n",
    "# The `p=1` and `q=1` specify the orders of the AR and MA terms for the variance equation\n",
    "am = arch_model(returns_to_model, vol='Garch', p=1, q=1)\n",
    "res = am.fit(update_freq=5)\n",
    "\n",
    "# Print the model summary\n",
    "print(res.summary())\n",
    "\n",
    "# Plot the conditional variance (volatility)\n",
    "fig = res.conditional_volatility.plot(figsize=(10, 5))\n",
    "plt.title(f'Conditional Volatility (GARCH(1,1)) for {stock_to_model}')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('Conditional Volatility')\n",
    "plt.grid(True)\n",
    "plt.show()\n",
    "\n",
    "# Make a forecast of the conditional volatility\n",
    "# Forecast for the next 5 days\n",
    "forecast_horizon = 5\n",
    "forecasts = res.forecast(horizon=forecast_horizon)\n",
    "\n",
    "# The forecast object contains different types of forecasts.\n",
    "# We are interested in the volatility forecasts.\n",
    "# 'h.0' is the mean of the conditional variance forecast\n",
    "# 'h.1' are the quantiles (if calculated)\n",
    "# 'variance' is the forecast of the conditional variance itself\n",
    "# We need to take the square root of the variance forecast to get volatility\n",
    "forecast_volatility = np.sqrt(forecasts.variance)\n",
    "\n",
    "# The forecast is given for the horizons starting from the last observation.\n",
    "# Get the index for the forecast\n",
    "last_date = returns_to_model.index[-1]\n",
    "forecast_dates = pd.date_range(start=last_date, periods=forecast_horizon + 1, freq='D')[1:] # +1 and [1:] to exclude the last historical date\n",
    "\n",
    "print(f'\\nGARCH(1,1) Volatility Forecast for {stock_to_model} (next {forecast_horizon} days):')\n",
    "forecast_df = pd.DataFrame(forecast_volatility.iloc[-1].values, index=forecast_dates, columns=['Forecasted Volatility'])\n",
    "print(forecast_df)\n",
    "\n",
    "# Optional: Plot the historical conditional volatility and the forecast\n",
    "plt.figure(figsize=(12, 6))\n",
    "plt.plot(res.conditional_volatility.index, res.conditional_volatility, label='Historical Conditional Volatility')\n",
    "plt.plot(forecast_df.index, forecast_df['Forecasted Volatility'], label='Forecasted Volatility', linestyle='--')\n",
    "plt.title(f'GARCH(1,1) Volatility Forecast for {stock_to_model}')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('Conditional Volatility')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 1000
    },
    "id": "p1Oon6-a1VIp",
    "outputId": "352c4de9-9e2f-4b9b-a593-59f665379608"
   },
   "execution_count": 55,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "Requirement already satisfied: arch in /usr/local/lib/python3.12/dist-packages (8.0.0)\n",
      "Requirement already satisfied: numpy<3,>=1.22.3 in /usr/local/lib/python3.12/dist-packages (from arch) (2.0.2)\n",
      "Requirement already satisfied: pandas>=1.4.0 in /usr/local/lib/python3.12/dist-packages (from arch) (2.2.2)\n",
      "Requirement already satisfied: scipy>=1.8 in /usr/local/lib/python3.12/dist-packages (from arch) (1.16.3)\n",
      "Requirement already satisfied: statsmodels>=0.13.0 in /usr/local/lib/python3.12/dist-packages (from arch) (0.14.5)\n",
      "Requirement already satisfied: packaging in /usr/local/lib/python3.12/dist-packages (from arch) (25.0)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas>=1.4.0->arch) (2.9.0.post0)\n",
      "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas>=1.4.0->arch) (2025.2)\n",
      "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas>=1.4.0->arch) (2025.2)\n",
      "Requirement already satisfied: patsy>=0.5.6 in /usr/local/lib/python3.12/dist-packages (from statsmodels>=0.13.0->arch) (1.0.2)\n",
      "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.12/dist-packages (from python-dateutil>=2.8.2->pandas>=1.4.0->arch) (1.17.0)\n",
      "Iteration:      5,   Func. Count:     39,   Neg. LLF: -3154.1819099755176\n",
      "Iteration:     10,   Func. Count:     67,   Neg. LLF: -3188.1621902352554\n",
      "Optimization terminated successfully    (Exit mode 0)\n",
      "            Current function value: -3188.16219023508\n",
      "            Iterations: 10\n",
      "            Function evaluations: 67\n",
      "            Gradient evaluations: 10\n",
      "                     Constant Mean - GARCH Model Results                      \n",
      "==============================================================================\n",
      "Dep. Variable:               BBDC4.SA   R-squared:                       0.000\n",
      "Mean Model:             Constant Mean   Adj. R-squared:                  0.000\n",
      "Vol Model:                      GARCH   Log-Likelihood:                3188.16\n",
      "Distribution:                  Normal   AIC:                          -6368.32\n",
      "Method:            Maximum Likelihood   BIC:                          -6347.81\n",
      "                                        No. Observations:                 1246\n",
      "Date:                Mon, Nov 24 2025   Df Residuals:                     1245\n",
      "Time:                        00:53:16   Df Model:                            1\n",
      "                                  Mean Model                                 \n",
      "=============================================================================\n",
      "                 coef    std err          t      P>|t|       95.0% Conf. Int.\n",
      "-----------------------------------------------------------------------------\n",
      "mu         7.8979e-04  7.154e-04      1.104      0.270 [-6.125e-04,2.192e-03]\n",
      "                              Volatility Model                              \n",
      "============================================================================\n",
      "                 coef    std err          t      P>|t|      95.0% Conf. Int.\n",
      "----------------------------------------------------------------------------\n",
      "omega      1.7393e-04  5.969e-05      2.914  3.571e-03 [5.694e-05,2.909e-04]\n",
      "alpha[1]       0.2035      0.125      1.627      0.104  [-4.170e-02,  0.449]\n",
      "beta[1]        0.3491      0.175      1.994  4.618e-02   [5.922e-03,  0.692]\n",
      "============================================================================\n",
      "\n",
      "Covariance estimator: robust\n"
     ]
    },
    {
     "output_type": "stream",
     "name": "stderr",
     "text": [
      "/usr/local/lib/python3.12/dist-packages/arch/univariate/base.py:694: DataScaleWarning: y is poorly scaled, which may affect convergence of the optimizer when\n",
      "estimating the model parameters. The scale of y is 0.0003658. Parameter\n",
      "estimation work better when this value is between 1 and 1000. The recommended\n",
      "rescaling is 100 * y.\n",
      "\n",
      "This warning can be disabled by either rescaling y before initializing the\n",
      "model or by setting rescale=False.\n",
      "\n",
      "  self._check_scale(resids)\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ],
      "image/png": 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99Vb07dtXtp9Sd62aWLt2LTQaDSZOnGiXdkEQ8Mcff8i2Dxo0CO3bt7f83b17d8TGxsrSHh0dbfm3Xq9HQUEBbrjhBlxzzTXYv3+/22nUaDQYOXIkUlNTZV0Lly1bhubNm+Pee++1fJe+ffvi9ttvt+xTv359PPfcczh//rzdDGdS0jRXVlYiPz/fMmjdkzR7w+jRo5GVlYXNmzdbtn3//feIjo5W7BolVVBQgLCwMLvucGLett2+aNEiNGvWzPKf9BwCwB9//IGCggLZ5BijRo3CoUOH7FpjACAtLc1yrE6dOuHDDz/EsGHDZNPfu3udiX788UckJyfb/de8eXO7cwAAjRo1cuv4viCmQWmmw0aNGjmcAbE67pY9bdu2RUJCgsvHj4qKspzf9evX47PPPkP9+vWRmJioODvftGnTLPuvXLkSo0aNwuuvv15ti7stMX+Ks4S6m1dOnTqF+fPn48MPP0RkZKRbnw0AS5cuxYIFC9C2bVv89NNPePnll9G5c2fce++9dt1xDx8+jCNHjthdG/n5+Vi/fr3bn00UyhhcEdVRsbGxAOB0+m+pCxcuQK1W44YbbpBtj4uLwzXXXIMLFy7Itl9//fV2x2jUqBGuXr0qO2aHDh3s9uvYsaNLaXLVhQsX0LJlS7tKS+fOnS2vS7mS9oqKCkybNs0yhqtp06Zo1qwZCgsLUVRU5FE6xaBy2bJlAIDMzEzLGAeNRmNJq9L5cfRdpK5cuYJJkyahefPmiI6ORrNmzdC2bVsA8DjNNTV48GC0aNHC0r3IZDJh+fLleOihhzweLyS+r7S0VLb90UcftVSKu3fvbve+7777Dm3btkVkZCTOnDmDM2fOoH379oiJiXE41bZYIf/vf/+LVq1aIS8vTzZjm7vXmejOO+/EoEGD7P5zNBucYDPOyR/ENKhUKsXXlLa7wt2yR8zTrtJoNJbzO2TIEDz33HPYuHEjioqKMGXKFLv9u3XrZtn/sccew3fffYcHHngAr732GvLy8lz+XDF/ivnV3bwyadIkDBgwoNqHEI6o1Wr8+9//xr59+5Cfn4+ff/4Z9913HzZt2mTX3fK7775DvXr10K5dO8u1ERUVhfj4eHYNJLLBqdiJ6qjY2Fi0bNkSR48edet9rlaQxGDAViBUAqvjStqff/55LF26FC+88AL69++Phg0bQqVSYeTIkR5PA9+rVy906tQJy5cvx9SpU7F8+XIIguC1lrzHHnsMO3bswOTJk9GzZ0/Ur18fJpMJQ4cO9dvU9RqNBk888QQ+//xz/Pe//8Vff/2FrKwsl8ZLNWnSBAaDASUlJbJArFOnTgCAo0ePygbst27dGq1btwZg35JSXFyMX3/9FZWVlYoB/7Jly/Duu+/K8n+9evVkk2ncdtttuOWWWzB16lR8/PHHsrQcOXJE1pLrLeLU/NLA31/ENDRt2lTxNaXt7nC17JG20HrquuuuQ8eOHbFt2zaX9r/33nvx22+/Yffu3bj//vtdeo9Y9opBozt5ZdOmTVi3bh1Wr14ta+k2GAyoqKjA+fPn0bhxY0vAVp0mTZpg2LBhGDZsGO666y5s3boVFy5cQJs2bSAIApYvX46ysjJ06dLF7r25ubkoLS21aykmqqvYckVUhz3wwANIT09Hampqtfu2adMGJpMJp0+flm3PyclBYWGhZYC0O9q0aWN3PMA8IL067jwFb9OmDbKysuyeCKelpVled9cPP/yAMWPGYPbs2ZaJO26//fYaL7z75JNP4ujRozh8+DCWLVuGDh06WGZGFNOqdH6q+y5Xr15FSkoKXnvtNcyYMQMPP/wwBg8ejHbt2tnt62kLgyPVHW/06NGW4Ob7779Hs2bNXOrWJVZGz507J9suTkLgzhP11atXo7KyEp9++ilWrVol+++dd97BhQsXqp2QoXv37vj73/+Ozz77DBkZGQCABx98EID5yb8vXH/99YiOjrY7B/4gpkFsRbV9TWm7K3xR9rjCYDDYtX462xewby11pLS0FD/99BNat25tOS/u5BUxfz3yyCNo27at5b9Lly5h06ZNaNu2LZYsWeJSWmz17t0bAHD58mUAwNatW5GZmYm3337b7tpYvHgxysvLsWbNGo8+iygUMbgiqsNeeeUV1KtXD88++yxycnLsXk9PT7eMI0hMTAQAzJs3T7aPuAimq09rpRITE7Fz507s3r3bsi0vL8+lSnG9evUAwKVgJjExEUajEQsWLJBtnzt3LlQqFe677z73Eg5zi4ttK9wnn3wCo9Ho9rGkxFaqadOm4eDBg3atVomJidi9e7csIC4rK8PixYsRHx+v+GRZTC9g33Jo+3sC7p1bV8TExDg9Xvfu3dG9e3d88cUX+PHHHzFy5EiXprXu378/APMCqlK33XYbBg8ejMWLFzuc/tv2PHz33Xdo164d/vnPf+Jvf/ub7L+XX34Z9evXdylfvvLKK9Dr9Zbron///hg6dCi++OILxQqoTqfDyy+/XO1xHQkPD0fv3r3tzoE/7Nu3Dw0bNsRNN90k215UVIT09HSXZyW15YuypzqnTp3CyZMn0aNHD5f2/+233wDApf0rKirw1FNP4cqVK3j99dctDx/cySv33HMPfvrpJ7v/mjVrht69e+Onn36yBGuAuSxPT0+3/J2dna04PlOn0yElJUXWDVPsEjh58mS7a2P8+PHo0KEDuwYSSbBbIFEd1r59eyxbtgyPP/44OnfujNGjR6Nr167Q6XTYsWMHVq1aZVnTqEePHhgzZgwWL16MwsJCDBw4ELt378bXX3+N4cOH4+6773b781955RV8++23GDp0KCZNmoR69eph8eLFaNOmDQ4fPlxt2q+55hosWrQIDRo0QL169dCvXz/F8RYPPvgg7r77brz++us4f/48evTogQ0bNuDnn3/GCy+8IJu8wlUPPPAAvv32WzRs2BBdunRBamoqNm7caOmm5am2bdtiwIABlqDANrh67bXXsHz5ctx3332YOHEiGjdujK+//hrnzp3Djz/+CLVa+ZlZbGws7rzzTnzwwQfQ6/Vo1aoVNmzYoNji0atXLwDA66+/jpEjRyI8PBwPPvigJehyV3R0NLp06YKVK1fixhtvROPGjdG1a1d07drVss/o0aMtFUdXp1Bv164dunbtio0bN+KZZ56Rvfbdd99h6NChGD58OO677z4MGjQIjRo1QnZ2NjZu3Iht27ZZgmpxQg3bCU9EkZGRSEhIwKpVq/Dxxx8jPDzcYZq6dOmCxMREfPHFF3jzzTfRpEkTfPPNNxgyZAgeeeQRPPjgg7j33ntRr149nD59GitWrMDly5drtNbVQw89hNdffx3FxcWybmBFRUX45JNPAMDS6rZgwQJcc801uOaaazBhwgTLvk8//bQlH4lrlLnzfsA81f+DDz5o11K5ceNGCIKAhx56yKPv54uyR8pgMFhai0wmE86fP49FixbBZDJh+vTpdvtv374dlZWVAMzjGH/55Rds3boVI0eOtLSmii5dumQ5dmlpKY4fP45Vq1YhOzsbL730Ev7xj3/I9nc1r1x//fWKY0NfeOEFNG/eHMOHD5dtFyfEEbsQZmZmom/fvrjnnntw7733Ii4uDrm5uVi+fDkOHTqEF154AU2bNoVWq8WPP/6IwYMHOxzvN2zYMMyfPx+5ubmK62MR1Tn+maSQiALJqVOnhPHjxwvx8fFCRESE0KBBA+G2224TPvnkE8sUv4IgCHq9XpgxY4bQtm1bITw8XGjdurUwZcoU2T6C4Hg6YNvp1AVBEA4fPiwMHDhQiIqKElq1aiXMnDlT+PLLL6udil0QBOHnn38WunTpIoSFhcmm7radClwQzNOVv/jii0LLli2F8PBwoUOHDsKHH34omEwm2X4AhH//+992abedgvzq1avC2LFjhaZNmwr169cXEhIShLS0NJemKq/OwoULBQBC3759FV9PT08X/va3vwnXXHONEBUVJfTt21f47bffZPsoTcWemZkpPPzww8I111wjNGzYUBgxYoSQlZWlOE36zJkzhVatWglqtVr2W3gyFbsgmKfp7tWrlxAREaH4eZcvXxY0Go1w4403unKKLObMmSPUr19fcZr5iooKYd68eUL//v2F2NhYISwsTIiLixMeeOAB4fvvvxcMBoMgCIIwe/ZsAYCQkpLi8HO++uor2bTZAwcOFG666SbFfbds2WL3HcvLy4WPPvpI6NOnj1C/fn0hIiJC6NChg/D888/Lpv0Xp2LPy8tTPLbStZWTkyOEhYUJ3377rWy7mAeU/rP9fR599FEhOjpaNg24O+8/ceKEAEDYuHGjXZoff/xx4fbbb1f8PraUpmIXhJqXPc4+z/a7xcbGCvfee6/dd1Gaij0iIkLo1KmT8O677wo6nc4uLeJ+KpVKiI2NFW666SZh/PjxsuUnbLmaV5Q4+v5t2rSR/WbFxcXC/PnzhYSEBOG6664TwsPDhQYNGgj9+/cXPv/8c0u5+OOPPwoAhC+//NLhZ4r5ff78+U7TRlRXqAQhCEaXExFRSMvPz0eLFi0wbdo0vPnmmy6/r6ioCO3atcMHH3yAcePG+TCFgW3cuHE4deoUtm/f7tH7mzdvjtGjR+PDDz/06P0vvPACtm3bhn379slarrKzs9G2bVusWLHC45YrIqJgwjFXRETkd1999RWMRiOeeuopt97XsGFDvPLKK/jwww/9NuNhIJg+fTr27NlT7aQbSo4dO4aKigq8+uqrHn12QUEBvvjiC7zzzjt2XQLnzZuHbt26MbAiojqDLVdEROQ3mzZtwvHjx/Hmm2/i7rvvxurVq/2dJCIiIo8xuCIiIr+56667sGPHDtx222347rvv0KpVK38niYiIyGMMroiIiIiIiLyAY66IiIiIiIi8gMEVERERERGRF3ARYQUmkwlZWVlo0KCB3cxHRERERERUdwiCgJKSErRs2RJqtfO2KQZXCrKystC6dWt/J4OIiIiIiALExYsXcd111zndh8GVggYNGgAwn8DY2Fg/p8Zzer0eGzZswJAhQxAeHu7v5FAQYJ4hdzHPkLuYZ8gTzDfkLm/mmeLiYrRu3doSIzjD4EqB2BUwNjY26IOrmJgYxMbGsiAilzDPkLuYZ8hdzDPkCeYbcpcv8owrw4U4oQUREREREZEX+D24WrhwIeLj4xEVFYV+/fph9+7dTvdftWoVOnXqhKioKHTr1g1r166VvZ6Tk4Onn34aLVu2RExMDIYOHYrTp0/78isQERERERH5N7hauXIlkpKSMH36dOzfvx89evRAQkICcnNzFfffsWMHRo0ahXHjxuHAgQMYPnw4hg8fjqNHjwIwz+QxfPhwnD17Fj///DMOHDiANm3aYNCgQSgrK6vNr0ZERERERHWMX4OrOXPmYPz48Rg7diy6dOmCRYsWISYmBkuWLFHcf/78+Rg6dCgmT56Mzp07Y+bMmbjllluwYMECAMDp06exc+dOfPrpp+jTpw86duyITz/9FBUVFVi+fHltfjUiIiIiIqpj/DahhU6nw759+zBlyhTLNrVajUGDBiE1NVXxPampqUhKSpJtS0hIwJo1awAAWq0WABAVFSU7ZmRkJP788088++yzisfVarWW9wLmGUEA80A4vV7v/pcLEGLag/k7UO1iniF3Mc+Qu5hnyBPMN+Qub+YZd47ht+AqPz8fRqMRzZs3l21v3rw50tLSFN+TnZ2tuH92djYAoFOnTrj++usxZcoUfPbZZ6hXrx7mzp2LzMxMXL582WFaZs2ahRkzZtht37BhA2JiYtz9agEnOTnZ30mgIMM8Q+5iniF3Mc+QJ5hvyF3eyDPl5eUu7xtSU7GHh4dj9erVGDduHBo3bgyNRoNBgwbhvvvugyAIDt83ZcoUWYuYOJf9kCFDgn4q9uTkZAwePJjTlpJLmGfIXcwz5C7mGfIE8w25y5t5RuzV5gq/BVdNmzaFRqNBTk6ObHtOTg7i4uIU3xMXF1ft/r169cLBgwdRVFQEnU6HZs2aoV+/fujdu7fDtERGRiIyMtJue3h4eEhcwKHyPaj2MM+Qu5hnyF3MM+QJ5htylzfyjDvv99uEFhEREejVqxdSUlIs20wmE1JSUtC/f3/F9/Tv31+2P2Bu6lPav2HDhmjWrBlOnz6NvXv34qGHHvLuFyAiIiIiIpLwa7fApKQkjBkzBr1790bfvn0xb948lJWVYezYsQCA0aNHo1WrVpg1axYAYNKkSRg4cCBmz56N+++/HytWrMDevXuxePFiyzFXrVqFZs2a4frrr8eRI0cwadIkDB8+HEOGDPHLdyQiIiIiorrBr8HV448/jry8PEybNg3Z2dno2bMn1q1bZ5m0IiMjA2q1tXFtwIABWLZsGd544w1MnToVHTp0wJo1a9C1a1fLPpcvX0ZSUhJycnLQokULjB49Gm+++WatfzciIiIiIqpb/D6hxYQJEzBhwgTF17Zs2WK3bcSIERgxYoTD402cOBETJ070VvKIiELKH0cuIzJcjXs6Na9+ZyIiInKL34MrIiKqHQWlWvzf9/sBAOn/SYRGrfJzioiIiEKL3ya0ICKi2lVcabD822hyvDwFEREReYbBFRFRHcF2KiIiIt9icEVEREREROQFDK6IiOogAewWSERE5G0MroiI6ggV+wUSERH5FIMrIiIiIiIiL2BwRURUBwnsFUhEROR1DK6IiOoIFecLJCIi8ikGV0RERERERF7A4IqIqA5it0AiIiLvY3BFRFRHSGcL5FTsRERE3sfgioiIiIiIyAsYXBER1UHsFkhEROR9DK6IiOogxlZERETex+CKiIiIiIjICxhcERHVQQL7BRIREXkdgysiojpCPlsgEREReRuDKyKiOkIlia7YcEVEROR9DK6IiIiIiIi8gMEVEVFdxJYrIiIir2NwRURUR0iGXEFgdEVEROR1DK6IiIiIiIi8gMEVEVEdxAktiIiIvI/BFRFRHcGp2ImIiHyLwRUREREREZEXMLgiIqqDBPYLJCIi8joGV0REdRBDKwo2RpOAd38/jvXHsv2dFCIihxhcERHVQWy4omDz2+EsfL79HP7x7T5/J4WIyCEGV0RERBTwcou1/k4CEVG1GFwREdUR0tYqLiJMwUY62yURUaBicEVEVBcxtiIiIvI6vwdXCxcuRHx8PKKiotCvXz/s3r3b6f6rVq1Cp06dEBUVhW7dumHt2rWy10tLSzFhwgRcd911iI6ORpcuXbBo0SJffgUiIiIiIiL/BlcrV65EUlISpk+fjv3796NHjx5ISEhAbm6u4v47duzAqFGjMG7cOBw4cADDhw/H8OHDcfToUcs+SUlJWLduHb777jucOHECL7zwAiZMmIBffvmltr4WEVFAEhz8m4iIiLzDr8HVnDlzMH78eIwdO9bSwhQTE4MlS5Yo7j9//nwMHToUkydPRufOnTFz5kzccsstWLBggWWfHTt2YMyYMbjrrrsQHx+P5557Dj169Ki2RYyIqC7hbIFERETeF+avD9bpdNi3bx+mTJli2aZWqzFo0CCkpqYqvic1NRVJSUmybQkJCVizZo3l7wEDBuCXX37BM888g5YtW2LLli04deoU5s6d6zAtWq0WWq11FqLi4mIAgF6vh16v9+TrBQQx7cH8Hah2Mc+ENoPkd9Ub9NDrNTU+JvMMucvTPGMymeyOQXUHyxpylzfzjDvH8FtwlZ+fD6PRiObNm8u2N2/eHGlpaYrvyc7OVtw/O9u6oOAnn3yC5557Dtdddx3CwsKgVqvx+eef484773SYllmzZmHGjBl22zds2ICYmBh3vlZASk5O9ncSKMgwz4SmK1pALPY3pWzCNZHeOzbzDLnL3TxzPEsFwPxAwHa8NdUdLGvIXd7IM+Xl5S7v67fgylc++eQT7Ny5E7/88gvatGmDbdu24d///jdatmyJQYMGKb5nypQpshax4uJitG7dGkOGDEFsbGxtJd3r9Ho9kpOTMXjwYISHh/s7ORQEmGdC26XCCszYvx0AcPc996BFw6gaH5N5htzlaZ7J2XEBay6cBAAkJib6KnkUoFjWkLu8mWfEXm2u8Ftw1bRpU2g0GuTk5Mi25+TkIC4uTvE9cXFxTvevqKjA1KlT8dNPP+H+++8HAHTv3h0HDx7ERx995DC4ioyMRGSk/SPc8PDwkLiAQ+V7UO1hnglNYWHWbg2asDCv/sbMM+Qud/OMRmPtxsq8VnexrCF3eSPPuPN+v01oERERgV69eiElJcWyzWQyISUlBf3791d8T//+/WX7A+amPnF/cYyUWi3/WhqNRtZXm4ioLuIkFkRERL7l126BSUlJGDNmDHr37o2+ffti3rx5KCsrw9ixYwEAo0ePRqtWrTBr1iwAwKRJkzBw4EDMnj0b999/P1asWIG9e/di8eLFAIDY2FgMHDgQkydPRnR0NNq0aYOtW7fim2++wZw5c/z2PYmIAo3ASIuIiMjr/BpcPf7448jLy8O0adOQnZ2Nnj17Yt26dZZJKzIyMmStUAMGDMCyZcvwxhtvYOrUqejQoQPWrFmDrl27WvZZsWIFpkyZgieffBJXrlxBmzZt8O677+Kf//xnrX8/IqJAxdiKgo3K3wkgInKB3ye0mDBhAiZMmKD42pYtW+y2jRgxAiNGjHB4vLi4OCxdutRbySMiIiIiInKJXxcRJiIiInKFik1XRBQEGFwREdVB7BZIRETkfQyuiIjqCGlAJYDRFRERkbcxuCIiIiIiIvICBldERHUQuwVSsOGQKyIKBgyuiIjqCGlXQMZWRERE3sfgioiIiIiIyAsYXBER1UEC+wVSkFFxLnYiCgIMroiI6gj5bIFERETkbQyuiIiIiIiIvIDBFRFRHcRegURERN7H4IqIqI4QnPxFFOg45IqIggGDKyKiOogtV0RERN7H4IqIiIgCHhuuiCgYMLgiIqojpNOvs+GKiIjI+xhcERHVQewWSERE5H0MroiIiIiIiLyAwRURUR0hyP7NpisKMpwukIiCAIMrIqI6iN0CiYiIvI/BFRERERERkRcwuCIiqiOkrVVsuaJgw06BRBQMGFwREdVBHHNFRETkfQyuiIjqILZcEREReR+DKyKiOoMRFRERkS8xuCIiIqKAx5nYiSgYMLgiIqqD2C2QiIjI+xhcERHVEQyoKJipOF8gEQUBBldERHUQZwskIiLyPgZXRER1EFuxiIiIvI/BFRFRHSE4+DcRERF5B4MrIiIiCnicLZCIggGDKyKiOkhgv0AiIiKvC4jgauHChYiPj0dUVBT69euH3bt3O91/1apV6NSpE6KiotCtWzesXbtW9rpKpVL878MPP/Tl1yAiCmjSeIqhFRERkff5PbhauXIlkpKSMH36dOzfvx89evRAQkICcnNzFfffsWMHRo0ahXHjxuHAgQMYPnw4hg8fjqNHj1r2uXz5suy/JUuWQKVS4dFHH62tr0VEREReJO0VyJZXIgpUfg+u5syZg/Hjx2Ps2LHo0qULFi1ahJiYGCxZskRx//nz52Po0KGYPHkyOnfujJkzZ+KWW27BggULLPvExcXJ/vv5559x9913o127drX1tYiIAhrrphTMmH+JKFCF+fPDdTod9u3bhylTpli2qdVqDBo0CKmpqYrvSU1NRVJSkmxbQkIC1qxZo7h/Tk4Ofv/9d3z99dcO06HVaqHVai1/FxcXAwD0ej30er2rXyfgiGkP5u9AtYt5JrRJf1eDweCV35l5htzlaZ4xGo2yY6jVnOGiLmFZQ+7yZp5x5xh+Da7y8/NhNBrRvHlz2fbmzZsjLS1N8T3Z2dmK+2dnZyvu//XXX6NBgwZ45JFHHKZj1qxZmDFjht32DRs2ICYmprqvEfCSk5P9nQQKMswzoSmrDBCL/dTUHcg+6nR3tzDPkLvczTNHclQANACAtX/8AcZWdRPLGnKXN/JMeXm5y/v6NbiqDUuWLMGTTz6JqKgoh/tMmTJF1hpWXFyM1q1bY8iQIYiNja2NZPqEXq9HcnIyBg8ejPDwcH8nh4IA80xoO5ldgvcPm3sF3Hprf/Rq06jGx2SeIXd5mmfK9mVixdnjAIChQ4ciTOP3kQ1Ui1jWkLu8mWfEXm2u8Gtw1bRpU2g0GuTk5Mi25+TkIC4uTvE9cXFxLu+/fft2nDx5EitXrnSajsjISERGRtptDw8PD4kLOFS+B9Ue5pnQpAkLk/3bm78x8wy5y908o9FoLP8OCw9HOIOrOollDbnLG3nGnff7tWSKiIhAr169kJKSYtlmMpmQkpKC/v37K76nf//+sv0Bc3Of0v5ffvklevXqhR49eng34UREQY4TAlCwUUnmC2T+JaJA5fdugUlJSRgzZgx69+6Nvn37Yt68eSgrK8PYsWMBAKNHj0arVq0wa9YsAMCkSZMwcOBAzJ49G/fffz9WrFiBvXv3YvHixbLjFhcXY9WqVZg9e3atfyciIiIiIqp7/B5cPf7448jLy8O0adOQnZ2Nnj17Yt26dZZJKzIyMqBWWxvYBgwYgGXLluGNN97A1KlT0aFDB6xZswZdu3aVHXfFihUQBAGjRo2q1e9DRBSoZIsI89E/BTGBy2ATUYByO7iKj4/HM888g6effhrXX3+9VxIxYcIETJgwQfG1LVu22G0bMWIERowY4fSYzz33HJ577jlvJI+IKOSwakrBjM8GiChQuT3m6oUXXsDq1avRrl07DB48GCtWrJCtEUVERETkdZx6nYiCgEfB1cGDB7F792507twZzz//PFq0aIEJEyZg//79vkgjERF5gbQrFZ/8ExEReZ/HswXecsst+Pjjj5GVlYXp06fjiy++QJ8+fdCzZ08sWbKE/fmJiAIYx6xQMGMVg4gClccTWuj1evz0009YunQpkpOTceutt2LcuHHIzMzE1KlTsXHjRixbtsybaSUiIqI6StorkA8HKBjN23gKV8t0mPFQ1+p3pqDldnC1f/9+LF26FMuXL4darcbo0aMxd+5cdOrUybLPww8/jD59+ng1oUREVDOyp/2sm1IQY8sVBaN5G08DAJ7qH48brq3v59SQr7gdXPXp0weDBw/Gp59+iuHDhyuuWNy2bVuMHDnSKwkkIiLvY92UiMg/KvVGfyeBfMjt4Ors2bNo06aN033q1auHpUuXepwoIiLyLT75p2DG7EvBzMQCOKS5PaHF3XffjYKCArvthYWFaNeunVcSRURERCSlUllHXXHSLApmRhPzbyhzO7g6f/48jEb75kytVotLly55JVFERORbnBCAghlzLwUb6QMBxlahzeVugb/88ovl3+vXr0fDhg0tfxuNRqSkpCA+Pt6riSMiIt/gg38KNrLZApl/KYix5TW0uRxcDR8+HIC5WX7MmDGy18LDwxEfH4/Zs2d7NXFEROQ9vJ8TEfmHtPxly1Voczm4MplMAMwzAe7ZswdNmzb1WaKIiMi3eG+noMYMTEGMY65Cm9uzBZ47d84X6SAiolrEbikUzDhmkIKNbJlBlr8hzaXg6uOPP8Zzzz2HqKgofPzxx073nThxolcSRkRE3sUKKQUzyWSB7OJKQY0NV6HNpeBq7ty5ePLJJxEVFYW5c+c63E+lUjG4IiIKAry3ExH5B9e5Cm0uBVfSroDsFkhEFAJ4b6cgxuxLwUY+FTtzcChze50rIiIKTtL7ObsIUrCRdwtk/qXgxeAqtLnUcpWUlOTyAefMmeNxYoiIiIiqw6opBRtpnq2agJtClEvB1YEDB1w6mEr6WImIiAIWH5xSsJG1vDL/UhAzMgOHNJeCq82bN/s6HURE5GPyqYD9lgwiojpH/nCABXAo45grIiIiCngcM0ihglOxhzaXWq4eeeQRfPXVV4iNjcUjjzzidN/Vq1d7JWFEROQ7vLdTUGMGpiAjfSDACS1Cm0vBVcOGDS3jqWJjYzm2iogoCEm7orBbCgUbwcG/iYINW65Cm0vB1dKlSy3//uqrr3yVFiIiqiW8txMR1R6Ouao73B5zdc8996CwsNBue3FxMe655x5vpImIiHyAt3MKZvKWVz8mhKiGjGy6CmluB1dbtmyBTqez215ZWYnt27d7JVFERORbrJxSMOOEFhTMGFuFNpe6BQLA4cOHLf8+fvw4srOzLX8bjUasW7cOrVq18m7qiIjIR3h3p+DCpQQoVHBCi9DmcnDVs2dPqFQqqFQqxe5/0dHR+OSTT7yaOCIi8h7ez4mI/I9jrkKby8HVuXPnIAgC2rVrh927d6NZs2aW1yIiInDttddCo9H4JJFERORdvLdTMGP2pWAjLXONJv+lg3zP5eCqTZs2AACTiTmCiCjYsXJKQYezrVGIYLfA0OZycGXr+PHjyMjIsJvcYtiwYTVOFBER+QJv6BQaWDelYCOdhIUPB0Kb28HV2bNn8fDDD+PIkSNQqVSWDCIuLGw0Gr2bQiIi8jre2ynYcIZAChWcij20uT0V+6RJk9C2bVvk5uYiJiYGx44dw7Zt29C7d29s2bLF7QQsXLgQ8fHxiIqKQr9+/bB7926n+69atQqdOnVCVFQUunXrhrVr19rtc+LECQwbNgwNGzZEvXr10KdPH2RkZLidNiKiUMWKKhFR7ZE+0GJsFdrcDq5SU1Px9ttvo2nTplCr1VCr1bj99tsxa9YsTJw40a1jrVy5EklJSZg+fTr279+PHj16ICEhAbm5uYr779ixA6NGjcK4ceNw4MABDB8+HMOHD8fRo0ct+6Snp+P2229Hp06dsGXLFhw+fBhvvvkmoqKi3P2qREQhRRCU/00UDJh/KVRwzFVoczu4MhqNaNCgAQCgadOmyMrKAmCe8OLkyZNuHWvOnDkYP348xo4diy5dumDRokWIiYnBkiVLFPefP38+hg4dismTJ6Nz586YOXMmbrnlFixYsMCyz+uvv47ExER88MEHuPnmm9G+fXsMGzYM1157rbtflYiIiAIQW14p2HCdtrrD7TFXXbt2xaFDh9C2bVv069cPH3zwASIiIrB48WK0a9fO5ePodDrs27cPU6ZMsWxTq9UYNGgQUlNTFd+TmpqKpKQk2baEhASsWbMGgHkmw99//x2vvPIKEhIScODAAbRt2xZTpkzB8OHDHaZFq9VCq9Va/i4uLgYA6PV66PV6l79ToBHTHszfgWoX80xoMxgMsn9743dmniF3eZpnDJIx3Xq9d/IvBY9gL2v0emv5q/NS+UvOeTPPuHMMt4OrN954A2VlZQCAt99+Gw888ADuuOMONGnSBCtXrnT5OPn5+TAajWjevLlse/PmzZGWlqb4nuzsbMX9s7OzAQC5ubkoLS3Fe++9h3feeQfvv/8+1q1bh0ceeQSbN2/GwIEDFY87a9YszJgxw277hg0bEBMT4/J3ClTJycn+TgIFGeaZ0JReDIjF/oGDB6HOPOC1YzPPkLvczTNHclQAzOtpbtmyBc2ifZAoCnjBWtZUGgCx/D2Rloa1JSf8mp66xBt5pry83OV93Q6uEhISLP++4YYbkJaWhitXrqBRo0aWGQP9RVyD66GHHsKLL74IAOjZsyd27NiBRYsWOQyupkyZImsRKy4uRuvWrTFkyBDExsb6PuE+otfrkZycjMGDByM8PNzfyaEgwDwT2vZeuIqPj+0BYC4bE7u3qPExmWfIXZ7mmeI9mVh59jgAYOBdAxHfpJ6vkkgBKNjLmpJKA17dswkAcOONHZE40PXeXuQZb+YZsVebKzxe50qqcePGbr+nadOm0Gg0yMnJkW3PyclBXFyc4nvi4uKc7t+0aVOEhYWhS5cusn06d+6MP//802FaIiMjERkZabc9PDw8KC9gW6HyPaj2MM+EprAwa5Gv0Wi8+hszz5C73M0zGo1G8u8w5rc6KljLmjDJSkUqlToov0Ow8kaecef9LgVXjzzyiMsHXL16tUv7RUREoFevXkhJSbGMhzKZTEhJScGECRMU39O/f3+kpKTghRdesGxLTk5G//79Lcfs06eP3cQap06dQps2bVz+DkREoYizrVGoYPalYGZkARzSXAquGjZs6JMPT0pKwpgxY9C7d2/07dsX8+bNQ1lZGcaOHQsAGD16NFq1aoVZs2YBMK+xNXDgQMyePRv3338/VqxYgb1792Lx4sWWY06ePBmPP/447rzzTtx9991Yt24dfv31V4/W4CIiIqLAwBkCKZhxnau6w6XgaunSpT758Mcffxx5eXmYNm0asrOz0bNnT6xbt84yaUVGRgbUauts8QMGDMCyZcvwxhtvYOrUqejQoQPWrFmDrl27WvZ5+OGHsWjRIsu6Wx07dsSPP/6I22+/3SffgYgoGLGiSsGMD/4pmAnMwCHN4zFXeXl5lu53HTt2RLNmzTw6zoQJExx2A1RqbRoxYgRGjBjh9JjPPPMMnnnmGY/SQ0QUqqQ3dN7bKdjI8ywzMAUvLiIc2txeRLisrAzPPPMMWrRogTvvvBN33nknWrZsiXHjxrk1TSEREfkP7+0UzJh/KeiwW2Cd4XZwlZSUhK1bt+LXX39FYWEhCgsL8fPPP2Pr1q146aWXfJFGIiIiquMEB/8mCjZsuQptbncL/PHHH/HDDz/grrvusmxLTExEdHQ0HnvsMXz66afeTB8REXkJK6dERP4hHedqYtNVSHO75aq8vNwy4YTUtddey26BRERBggOqKehwzCCFCKPJ3ykgX3I7uOrfvz+mT5+OyspKy7aKigrMmDHDst4UERERka9wtksKNvKp2Jl/Q5nb3QLnzZuHoUOH4rrrrkOPHj0AAIcOHUJUVBTWr1/v9QQSEZF3yBYR9l8yiDwi69bKDExBjD0HQpvLwdWCBQvw97//Hd26dcPp06fx/fffIy0tDQAwatQoPPnkk4iOjvZZQomIyIt4byciqjXSIpdDrkKby8HV66+/jldeeQXDhw/Hs88+i/Hjx/syXURE5EPsVkXBRtbyyuxLQYzdAkOby2OusrOzsWjRIly+fBmDBw9G27ZtMXPmTGRmZvoyfURE5CUMqChUMC9TsJF2BWTLVWhzObiKjo7G6NGjsXnzZpw+fRpPPfUUvvzyS8THx2Po0KFYtWoV9Hq9L9NKRERewgenFMyYfymYcSr20Ob2bIEA0K5dO7z99ts4d+4c/vjjDzRp0gRPP/00WrVq5e30ERGRD/DWTsGGkwBQMJOPuWJeDmUeBVcilUqFsLAwqFQqCILAlisiokDG+zkRkd+x4Sq0eRRcXbx4EW+//TbatWuHwYMHIysrC59//jkuX77s7fQREZEP8MkpBRtOxU6hguVvaHN5tkCdTofVq1djyZIl2LRpE1q0aIExY8bgmWeeQbt27XyZRiIi8jL2+adgxgktKNhI4ykjy9+Q5nJwFRcXh/LycjzwwAP49ddfkZCQALW6Rr0KiYioFklv5wbe3CnIcCp2ChVGZuCQ5nJw9cYbb+Cpp55Cs2bNfJkeIiKqBXxySkRUe6StrZycJbS5HFwlJSX5Mh1ERFSLGFxRsBEc/Jso2LD8DW3s10dEVEfI+vzzySkFMT75p6AjG3Plv2SQ7zG4IiKqg4xGVk4puEgDKuZeCmZ8OBDaGFwREdVBnNCCiKj2SEtc9hwIbQyuiIjqCOmAaq6zQsGM2ZeCGcdchTaXJrRwZzKLOXPmeJwYIiKqHWy5ouDG/EvBRfpAgA+3QptLwdWBAwdcOphKpapRYoiIqHZwEWEKZqybUjAzcUKLkOZScLV582Zfp4OIiHxMWiFlyxUFGwZUFMyk3bI55iq0ccwVEVEdxD7/FMyYeymYsedAaHN5EWGpvXv34n//+x8yMjKg0+lkr61evdorCSMiIt9hcEXBRvrknw/+KZhxzFVoc7vlasWKFRgwYABOnDiBn376CXq9HseOHcOmTZvQsGFDX6SRiIi8gFMBU6jgOkEUbOSLuPsvHeR7bgdX//nPfzB37lz8+uuviIiIwPz585GWlobHHnsM119/vS/SSEREXsZFhCnYSCunzL0UzNgtMLS5HVylp6fj/vvvBwBERESgrKwMKpUKL774IhYvXuz1BBIRkfex5YqCGSunFGxkPQeYf0Oa28FVo0aNUFJSAgBo1aoVjh49CgAoLCxEeXm5d1NHREReI+1KxZs7BRtpjtUZOZc1BS+OuQptbk9oceeddyI5ORndunXDiBEjMGnSJGzatAnJycm49957fZFGIiLyMk7FTsFMZ2BwRcFF+nCLwVVoczu4WrBgASorKwEAr7/+OsLDw7Fjxw48+uijeOONN7yeQCIi8j52q6JgI62P6jlmkIIYew6ENre7BTZu3BgtW7Y0v1mtxmuvvYZffvkFs2fPRqNGjTxKxMKFCxEfH4+oqCj069cPu3fvdrr/qlWr0KlTJ0RFRaFbt25Yu3at7PWnn34aKpVK9t/QoUM9ShsRUaiQ3s4NJj75p+ClZ7dACjKyCVkYW4U0j9a5MplMOHPmDHJzc2GyuUHfeeedbh1r5cqVSEpKwqJFi9CvXz/MmzcPCQkJOHnyJK699lq7/Xfs2IFRo0Zh1qxZeOCBB7Bs2TIMHz4c+/fvR9euXS37DR06FEuXLrX8HRkZ6ea3JCIKXaybUrCRrnPFMVcUzDihUGhzO7jauXMnnnjiCVy4cMFunQmVSgWj0ejW8ebMmYPx48dj7NixAIBFixbh999/x5IlS/Daa6/Z7T9//nwMHToUkydPBgDMnDkTycnJWLBgARYtWmTZLzIyEnFxce5+PSKiOsHIlisKYhxzRcGM3QJDm9vB1T//+U/07t0bv//+O1q0aAGVSuXxh+t0Ouzbtw9TpkyxbFOr1Rg0aBBSU1MV35OamoqkpCTZtoSEBKxZs0a2bcuWLbj22mvRqFEj3HPPPXjnnXfQpEkTxWNqtVpotVrL38XFxQAAvV4PvV7vyVcLCGLag/k7UO1ingltBoPB+m+jySu/M/MMucvTPGOStFZV6oL7/kzuC/ayRm+wpttoEoL2ewQTb+YZd47hdnB1+vRp/PDDD7jhhhvcfaud/Px8GI1GNG/eXLa9efPmSEtLU3xPdna24v7Z2dmWv4cOHYpHHnkEbdu2RXp6OqZOnYr77rsPqamp0Gg0dsecNWsWZsyYYbd9w4YNiImJ8eSrBZTk5GR/J4GCDPNMaDp2VQXAXAbm5OXZjVetCeYZcpe7eSbtkjX/Hjl2HGuvHvNBqijQBWtZk18JiNXu8ooKr5a/5Jw38ow7y025HVz169cPZ86c8Upw5SsjR460/Ltbt27o3r072rdvjy1btihOFz9lyhRZa1hxcTFat26NIUOGIDY2tlbS7At6vR7JyckYPHgwwsPD/Z0cCgLMM6Et5lQeFqcdAAA0atwEiYl9anxM5hlyl6d5JmPrWfyWcQYA0O6Gjki8q52vkkgBKNjLmowr5Zh54E8AQEREJBIT7/JvguoAb+YZsVebK9wOrp5//nm89NJLyM7ORrdu3ewS2717d5eP1bRpU2g0GuTk5Mi25+TkOBwvFRcX59b+ANCuXTs0bdoUZ86cUQyuIiMjFSe8CA8PD8oL2FaofA+qPcwzoUnacm8S4NXfmHmG3OVunlFL8q8RKua3OipYy5rwMGuavV3+knPeyDPuvN/t4OrRRx8FADzzzDOWbSqVCoIguD2hRUREBHr16oWUlBQMHz4cgHkmwpSUFEyYMEHxPf3790dKSgpeeOEFy7bk5GT079/f4edkZmaioKAALVq0cDltREShjIsIUzDjVOwUbKSzXXIR4dDmdnB17tw5ryYgKSkJY8aMQe/evdG3b1/MmzcPZWVlltkDR48ejVatWmHWrFkAgEmTJmHgwIGYPXs27r//fqxYsQJ79+7F4sWLAQClpaWYMWMGHn30UcTFxSE9PR2vvPIKbrjhBiQkJHg17UREwYqLCFOwkc5QrOdsgRTEOFtgaHM7uGrTpo1XE/D4448jLy8P06ZNQ3Z2Nnr27Il169ZZJq3IyMiAWm1d63jAgAFYtmwZ3njjDUydOhUdOnTAmjVrLGtcaTQaHD58GF9//TUKCwvRsmVLDBkyBDNnzuRaV0RUp0kflrLlioIZ17miYCMtf1n8hjaPFhFOT0/HvHnzcOLECQBAly5dMGnSJLRv396jREyYMMFhN8AtW7bYbRsxYgRGjBihuH90dDTWr1/vUTqIiOoKPjmlYCOtnLJbIAUzlr+hTV39LnLr169Hly5dsHv3bnTv3h3du3fHrl27cNNNNwXt9JhERHUNb+4UzHQG5l8KLtIcyzFXoc3tlqvXXnsNL774It577z277a+++ioGDx7stcQREZH3SO/nRt7cKchIcyy7BVIwY3AV2txuuTpx4gTGjRtnt/2ZZ57B8ePHvZIoIiLyLbZcUTDjhBYUbKQTsrD8DW1uB1fNmjXDwYMH7bYfPHgQ1157rTfSREREPsabOwUbjrmiUMHiN7S53S1w/PjxeO6553D27FkMGDAAAPDXX3/h/fffR1JSktcTSERE3iG9nzO4omDGboEUbGxLXJNJgFqt8ktayLfcDq7efPNNNGjQALNnz8aUKVMAAC1btsRbb72FiRMnej2BRETkfQyuKJjp2C2QgpxREKAGg6tQ5HZwpVKp8OKLL+LFF19ESUkJAKBBgwZeTxgREfkOgysKNoLk2T+7BVKwsZ3DwmgSEK7xT1rItzxa50rEoIqIKHhIB1RzEWEKZnoj8y8FN04YGLpcCq5uueUWpKSkoFGjRrj55puhUjluxty/f7/XEkdERL5hYnBFQUZaGWW3QAo+8jKXy2GELpeCq4ceegiRkZGWfzsLroiIKPCx5YqCGbsFUrBj1+zQ5VJwNX36dMu/33rrLV+lhYiIfEg2WyCfmlKQ4SLCFEoElsEhy+11rtq1a4eCggK77YWFhWjXrp1XEkVERL7Fp6YUzNgtkIKN0oQWFJrcDq7Onz8Po9Fot12r1SIzM9MriSIiIt8ymgQ+OaXgInC2QAod7D0QulyeLfCXX36x/Hv9+vVo2LCh5W+j0YiUlBS0bdvWu6kjIiKvsb2XmwRAwyG0FIQ4WyAFG/tFhP2SDKoFLgdXw4cPB2Be52rMmDGy18LDwxEfH4/Zs2d7NXFEROQ7RpMAjZrRFQUHjrmiUGJiy1XIcjm4MlWF2G3btsWePXvQtGlTnyWKiIh8j33+KVjpDCYIgsDZiylocMxV3eH2IsLnzp3zRTqIiMjn5Ddzg8kEQOOfpBC5ybZyajAJCGe/VgpSbLkKXS4FVx9//DGee+45REVF4eOPP3a678SJE72SMCIKLmVaA3aeLcBtNzRFVDgr7MGAff4pmOmNJoRr3J6Xi8gvBJuHW2y4Cl0uBVdz587Fk08+iaioKMydO9fhfiqVisEVUR01cfkBpKTlYlTf1pj1SHd/J4dcYGB0RUFMZzAhJsLfqSDyDLsFhi6XgitpV0B2CyQiJSlpuQCA5bsvMrgKUHZ9/tkthYKI7ZN/TmpBwcR+tlaWv6GK7elERHVUIDw5LSrXY+LyA9h6Ks/fSaEgw+nYKZgFQvlLvuFSy1VSUpLLB5wzZ47HiSEiotoTCDf399al4ZdDWfjlUBbOv3e/v5NDAcz2Qb/ewJYrCh5suao7XAquDhw4IPt7//79MBgM6NixIwDg1KlT0Gg06NWrl/dTSEREXmF7Kw+E4Crzarm/k0BBit0CKZhxyGvocim42rx5s+Xfc+bMQYMGDfD111+jUaNGAICrV69i7NixuOOOO3yTSiIi8rpACK6IXGWbW3VsuaIgxjGvocvtMVezZ8/GrFmzLIEVADRq1AjvvPMOZs+e7dXEERGR7wRCcMX6BXlKz5YrCiL2U7Gz8AtVbgdXxcXFyMuzH3icl5eHkpISrySKiIi8T2kRVn9jBYNcZZtV2HJFwcwUAOUv+YbbwdXDDz+MsWPHYvXq1cjMzERmZiZ+/PFHjBs3Do888ogv0khERD7AlisKZpwtkIKJ3VIYAVD+km+4NOZKatGiRXj55ZfxxBNPQK/Xmw8SFoZx48bhww8/9HoCiYjINwLh5m7bVYbIEdu8wm6BFMw45ip0uR1cxcTE4L///S8+/PBDpKenAwDat2+PevXqeT1xRETkPbaV00C4uQdAEihIcbZACmos+0KW28GVqF69eujevbs300JERLUoMFquiFzEMVcUQgKg+CUfcTu4Kisrw3vvvYeUlBTk5ubCZDNR/9mzZ72WOCIi8p1ACK4YXZGn2C2QggkXEa473A6unn32WWzduhVPPfUUWrRoAZVK5Yt0ERGRlwXigGpWMMhTDK4omLHkC11uzxb4xx9/YNWqVXj//ffxwgsvYNKkSbL/PLFw4ULEx8cjKioK/fr1w+7du53uv2rVKnTq1AlRUVHo1q0b1q5d63Dff/7zn1CpVJg3b55HaSMiClWBEFz5PwUULLiIMAUzrnNVd7gdXDVq1AiNGzf2WgJWrlyJpKQkTJ8+Hfv370ePHj2QkJCA3Nxcxf137NiBUaNGYdy4cThw4ACGDx+O4cOH4+jRo3b7/vTTT9i5cydatmzptfQSEYWKgAiuWMEgD+k4FTsFMZZ9ocvt4GrmzJmYNm0aysvLvZKAOXPmYPz48Rg7diy6dOmCRYsWISYmBkuWLFHcf/78+Rg6dCgmT56Mzp07Y+bMmbjllluwYMEC2X6XLl3C888/j++//x7h4eFeSSsRUTCzvZUHQnAVAEmgIGFbGWW3QAomdmOumH1DlttjrmbPno309HQ0b94c8fHxdoHL/v37XT6WTqfDvn37MGXKFMs2tVqNQYMGITU1VfE9qampSEpKkm1LSEjAmjVrLH+bTCY89dRTmDx5Mm666aZq06HVaqHVai1/FxcXAwD0er1lLa9gJKY9mL8D1S5v5RnmucBkNBhkf2u9UMbVNM+YBGsNg/mmbvA0z9hOoFWhDe57NLkn2Os0BpvyV28wBO13CRbezDPuHMPt4Gr48OHuvsWh/Px8GI1GNG/eXLa9efPmSEtLU3xPdna24v7Z2dmWv99//32EhYVh4sSJLqVj1qxZmDFjht32DRs2ICYmxqVjBLLk5GR/J4GCjGd5xlqcOBsHSf5zMF8FQGP5e8++/TCc907TkaflTOFVDQDzxEjMN3WLu3km/bwa0g43J06extqKk15OFQW6YK3TXCgFpPfJvfv2QXeOTfe1wRt5xp0ee24HV9OnT3f3LbVq3759mD9/Pvbv3+/yTIZTpkyRtYYVFxejdevWGDJkCGJjY32VVJ/T6/VITk7G4MGD2TWSXFKTPDMpdYPl34mJid5OGnmB8fBl4PQRy989evREYvcWNTpmTcuZLzJ2AmXm3gLMN3WDp3nm0B8nseXyBcvfbdq2Q2LCjb5IIgWgYK/THMoswpwjuyx/33zzLUi4qbmTd1BNeTPPiL3aXOHxIsL79u3DiRMnAAA33XQTbr75ZreP0bRpU2g0GuTk5Mi25+TkIC4uTvE9cXFxTvffvn07cnNzcf3111teNxqNeOmllzBv3jycP3/e7piRkZGIjIy02x4eHh6UF7CtUPkeVHtqmmeY3wKTRqORb1CrvfZbeZ5nrA/BmG/qFnfzjEotHyZuFFTMM3VQsNZpwsLkVW61RhOU3yMYeSPPuPN+tye0yM3NxT333IM+ffpg4sSJmDhxInr16oV7770XeXl5bh0rIiICvXr1QkpKimWbyWRCSkoK+vfvr/ie/v37y/YHzM194v5PPfUUDh8+jIMHD1r+a9myJSZPnoz169e7+W2JiEJXIMwHYDs9MZGrdEajv5NA5DLbCVk4FXvocrvl6vnnn0dJSQmOHTuGzp07AwCOHz+OMWPGYOLEiVi+fLlbx0tKSsKYMWPQu3dv9O3bF/PmzUNZWRnGjh0LABg9ejRatWqFWbNmAQAmTZqEgQMHYvbs2bj//vuxYsUK7N27F4sXLwYANGnSBE2aNJF9Rnh4OOLi4tCxY0d3vy4RUcgyBsB0VQGQBAoStnVRvYGVUwpejK1Cl9vB1bp167Bx40ZLYAUAXbp0wcKFCzFkyBC3E/D4448jLy8P06ZNQ3Z2Nnr27Il169ZZJq3IyMiAWtIVYMCAAVi2bBneeOMNTJ06FR06dMCaNWvQtWtXtz+biKguC4yWKyL3hGtU0BsFTsVOQcW2rGPLVehyO7gymUyK/Q7Dw8Ptpkl11YQJEzBhwgTF17Zs2WK3bcSIERgxYoTLx1caZ0VEVNcFQssVF9IkV4ldSCM0auiNRmgZXFEQY9EXutwec3XPPfdg0qRJyMrKsmy7dOkSXnzxRdx7771eTRwREXmP7c08EBYRJnJXRJi56qI3MLii4GG3iDCjq5DldnC1YMECFBcXIz4+Hu3bt0f79u3Rtm1bFBcX45NPPvFFGomIyAcMARBcsX5B7grXVAVXbLmiIMayL3S53S2wdevW2L9/PzZu3GhZ6Ldz584YNGiQ1xNHRES+EwgtV5wtkFwlVkatwRXzDgUTzhZYV3i0zpVKpcLgwYMxePBgb6eHiIh8xDaQMQbAzT0A4jsKMpFV3QJ17BZIQSwAil/yEZe7BW7atAldunRRXKG4qKgIN910E7Zv3+7VxBERke8YA+DJPye0IHeJY6507BZIQYRjruoOl4OrefPmYfz48YiNjbV7rWHDhvjHP/6BOXPmeDVxRETkO4HQcuX/FFCwsUxoweCKghhb7UOXy8HVoUOHMHToUIevDxkyBPv27fNKooiIyPsCcbbAAIjvKEiIrZwRGnYLlCrTGrDzbEFAXM/kOo43DV0uB1c5OTmK61uJwsLCkJeX55VEERGR7wVCZYzdAsldbLmSG7t0D0Yu3okvtp/1d1LICftFhP2SDKoFLgdXrVq1wtGjRx2+fvjwYbRo0cIriSIiIt8LiOBK+m8GWuSEmDs4W6Dc7vNXAADLd2f4OSXkDpZ3ocvl4CoxMRFvvvkmKisr7V6rqKjA9OnT8cADD3g1cUSkrFxnQKXe6O9kUJCxvZcH2jpXAZAcCgKc0EIZr5/AZjehBX+wkOXyVOxvvPEGVq9ejRtvvBETJkxAx44dAQBpaWlYuHAhjEYjXn/9dZ8llIjM9EYT+v0nBSaTgCNvJUCtVvk7SRSkAqPlypoGkyBAA+ZnUiZWTiM4Fbsizj4XXPhrhS6Xg6vmzZtjx44d+L//+z9MmTLF0pypUqmQkJCAhQsXonnz5j5LKBGZXS3ToaTSAAC4Uq5D0/qRfk4RBSuDyf+VU2l90GgSEK7xX1oCQUZBOf5Kz8ejt1xnCSJILlLDMVdKGFsFNttugAHwbIt8xK1FhNu0aYO1a9fi6tWrOHPmDARBQIcOHdCoUSNfpY8CTKXeiKi6XvvxszCNtcJVUMrgilxney8PiJYrQfnfddWdH24GAFwt1+Ffd93g59QEpnAGV4o4hie48PcKXR49FmvUqBH69OmDvn37MrCqQ7788xw6vbkOycdz/J2UOk3a9aOgVOvHlFCwMwTAhADSCga7NVntPHvF30kIOGIX0vAwc9dRvVHguBUJnorAZj9bIH+wUMU+B+Symb8dBwAkrTzo34TUcdLyOI/BFdVAQLRcSf4dCIsaBwoOpXQsQmPtPaEPgK6tgYKV9eDCnyt0Mbgit3GGJv+STgCQX6rzY0oo2Nh2Q9EHQnAl7RbIosWCsZU92wktAE7HLhUAlzM5YTdbIH+vkMXgitzG4Mq/pAV0PluuqAaMAfDU33a2QDJTqxheOSILrjhjoAXH8AQXlnehi8EVuY3lgX/JgqsSBld1VX6ptsaVqUAYcyV9estugVaMreyJuUOjUlm6TfJhnxUr64FNsBl1xWA4dDG4Igoy0hsoW67qpu2n89D7nY2YuOKgW+8LxNkCpRMSsHIoxejKEZWKa10p4dUTXAKg+CUfYXBFFGSk5THHXNVNCzefAQD8eiirRscJhDFX0tYqxlZWnNDCnjR/cDp2e4HwsIRcx/IudDG4IgoyAluu6jyVl1o1AmHMlVHSNZGVQyuOuXJMBSCiKrhit0ArVtYDnN2EFvzBQhWDK6IgIy2PC0p17LddB3lc77bJKoEw5srAboGK1Lw7K7DmD3VV0x4DciteP8GF9+7QxeKbKMhIy2Od0YTiCoP/EkN+4a1GjUComLJboDJvtU6GIpXKPKkFwDwjxeAqsNkvIuyXZFAtYHBFFGRsb6DBuJDw3vNXMOuPE6jUG/2dlKDkrYp3QIy5MrFboCLGVnakRZ84Jo15xoqnIrjYzh5IoSPM3wmg4BGuUXHBxgBg+wsE42xZf1uUCgCIDtfghUE3+jk1wcfTlivxZh6mVsFgEvw+5koQBFnlmE/erTjmyjGVSgVV1flhnpHgqQhoXES47mDLFblMnJ2J/Mu2MhHMT27P5Jb6Owl1UpjGXDH195gr26wbxFnZ6xhaOadRi8GVnxMSQBhoBhf+XqGLtWVyGYMr9+06W4Cjl4q8ekzb8jiYF14N3pT7l6qGrRphVbMl+Dswt/18VjasOBW7PaVugcwzVjwXgc1+EWE/JYR8jt0CyWVhvNu7Jb9Ui8cX7wQAnH/vfi8eOXRarhhdecbjyQKrzrel5YrBVcCqaQAd6sTZAk3BXP55GU9FcOFsgaGLTRHkMt7r3ZNTXOmT49reQIM5uOKAXs/U9FoUW64Mfh5zZdvqGgDLbgUMFrf2pOWFOCYtmFvuqW7hmKu6g8EVuYxPUt0jndHNm09X7boFBnEJzXqRZ2p6JYqt0EY/j7my/Xy2XFmxvLUnFnUatYpTsVPQY3kXuhhckct4q3ePtG7kzULU9lgsoOseTyveYk4RJwPwe7dA5mWH2Avbnpg/VLCWr8H8cInqFtucyuIudDG4IpfxQarnvNl1JVBbrjzJH7y5eKaml2J4gIy5su2WGCBZ2W+kYzA4FbuCqtOjVqks54cBOQUr5t3QFRDB1cKFCxEfH4+oqCj069cPu3fvdrr/qlWr0KlTJ0RFRaFbt25Yu3at7PW33noLnTp1Qr169dCoUSMMGjQIu3bt8uVXqBO8tXBpXSFrufLiWJJAnYrdk9zBMVeeqfGYq6qZPw1G/w5ysr0uAiUv+4v0+zO2smdpuVJZW19ZP6VgYTuBBfNu6PJ7cLVy5UokJSVh+vTp2L9/P3r06IGEhATk5uYq7r9jxw6MGjUK48aNw4EDBzB8+HAMHz4cR48etexz4403YsGCBThy5Aj+/PNPxMfHY8iQIcjLy6utrxWS2E3FPbIxVz4sRYO5Qsqbi6c87BYozhYojrkKsJaruj57lrSFm8GVPZOs5cr8b3/nYSJPseUqdPk9uJozZw7Gjx+PsWPHokuXLli0aBFiYmKwZMkSxf3nz5+PoUOHYvLkyejcuTNmzpyJW265BQsWLLDs88QTT2DQoEFo164dbrrpJsyZMwfFxcU4fPhwbX2tkMQB1u6Rni5fdgt89pu9yC/Veu34nmL+qD01b7kyH0Dv54qpbctVXa8ny1uueD3ZkrZcWaZiZwWVglRdL+9CmV/XudLpdNi3bx+mTJli2aZWqzFo0CCkpqYqvic1NRVJSUmybQkJCVizZo3Dz1i8eDEaNmyIHj16KO6j1Wqh1Vorp8XFxQAAvV4PvV7vzlcKKGLavfUdVJIuXMF8XmqLwWCw/Fun00Ov8c5xdQrn/oM/TuDd4TfV+Ng1yTPSqqCr7zeZTMxLnhA8uxaNRiMAyJ761/T81yTPVOp0sr91QV7m1lSl1vrdhRC+NjzNM6aqaFwwmSzljU5vCNnz5IlQPhfertPUNmmdADCXx8H6XYKFN/OMO8fwa3CVn58Po9GI5s2by7Y3b94caWlpiu/Jzs5W3D87O1u27bfffsPIkSNRXl6OFi1aIDk5GU2bNlU85qxZszBjxgy77Rs2bEBMTIw7X8mnDCYgpwJoGePek+vk5GSvfH5FhQZiFdp2nBvZyy4HxEts/YZk1A/3znEvlFiPKzp57iLWrr3gnQ+AZ3lGENzJH+b0Z+fkMC95ICdHDbHjgTvn70iOCoAGJUVFAFQwmgT8/vtar3RBW7c+GRo3+0JIrxEASN25CwUn6u7j3DI9IJ6PixkZWLv2vD+T43PuljNZWeZ8f/z4MRRdVQNQYd/+/TBeqLt5xsx6DdWF8tRbdZradvyqufwVZVz07n2bHPNGnikvL3d5X78GV75099134+DBg8jPz8fnn3+Oxx57DLt27cK1115rt++UKVNkrWHFxcVo3bo1hgwZgtjY2NpMtlN/X7IHu85dxYePdsXwni2r3V+v1yM5ORmDBw9GeHjNa/azT25HgbYCAJCYmFjj44W6M7mlmHVoBwDgnnvvRdP6kV457oGLhcBR+aQvzePikJjYs8bHrkmeeW3vRlTozU+Wq8sfk1I3AACuvbY5EhNv9iyxddjvRQdx+Ip5XKo712LRnov439kTuLZpY5wruQoASBg61DLBhSf0ej3GLUrB/ithSH7hdrRoGOXye09mlwCHrL0U+vTti9vaN/E4LcGuoFQL7N0KAIiPb4PExM5+TpFveFrO/F50ELiSi65duyLjSDbSS66iZ8+bkdgtzneJDQJieQqE9r3Z23Wa2hZzKg+fpR2w/N3quuuQmNjVjykKfd7MM2KvNlf4Nbhq2rQpNBoNcnJyZNtzcnIQF6dcWMbFxbm0f7169XDDDTfghhtuwK233ooOHTrgyy+/lHVBFEVGRiIy0r7iGx4eHlAX8K5z5srQ8j2ZGNGnjcvv89b3kE4NHEjnJVBpwqyXl0YT5rVzptHYX7Zqldqrv4kneSYyXGMJrlx9r0qlYl7ygEZtDYbcOX8ajfmpabjG+vRUpQlDeHjN+qym5qoBmPD97kxMcScgUMs/V63W1On8oNIYJX+E/rXhbjkjjkMLD9NYrwG1d8u+YFcXzkWg1c1cFWZ372berS3eyDPuvN+vE1pERESgV69eSElJsWwzmUxISUlB//79Fd/Tv39/2f6AubnP0f7S40rHVQUzfw2C5ABr90jHWXt3Qgv7YwXClOaRYe4XJ/5PdXDy9FK0zBaosR7An2td2S0rUMcnJ5BOaMHB7vakswVyKnZy5usd5/GPb/dCZ/DvchNStvfpuj47aijze7fApKQkjBkzBr1790bfvn0xb948lJWVYezYsQCA0aNHo1WrVpg1axYAYNKkSRg4cCBmz56N+++/HytWrMDevXuxePFiAEBZWRneffddDBs2DC1atEB+fj4WLlyIS5cuYcSIEX77nt7kr8uRoZV7pBVHb1aUArU4jgyztkLojSaEu9DVjDcXz9R0zbkwScuX0ei/38A2sKvr+UEaXNX1c6FEPCdqlfUBA6diJyXTfzkGAPhxfyZG9b3ez6lRxpkuQ5ffg6vHH38ceXl5mDZtGrKzs9GzZ0+sW7fOMmlFRkYG1JKKwIABA7Bs2TK88cYbmDp1Kjp06IA1a9aga1dzv1WNRoO0tDR8/fXXyM/PR5MmTdCnTx9s374dN91U89nUAoKfLkjp03JBEHzSknXxSjnmJp/CcwPboVNc4Ix384QsuPJiBSBQy2Npy5XW4FpwRR6q4aUn/Wls15qqCXezpu114c3FtoORNNis6+dCiXh6VLC2XLGCSs5cKdNVv1Mtsc2q/uw1QL7l9+AKACZMmIAJEyYovrZlyxa7bSNGjHDYChUVFYXVq1d7M3kBx28tV5JgyiQAGhVQqTdi/4Wr6NO2sVcq0/9eth+HM4vw6+EsnH43uAfmyroFelCIVuiMMAkC6kXKL9NArUxESIKrSr0R9SOrL14C85sEPk9jK/F8i5VTo0nw6w3e9rO93S3weFYxCsq0uKNDM68e11eMkoiqrneRVCJI17lSMbii6mkDqFugLYMfew2Qb/HRchDy171EWqETg4VXfzyMJ77YhXkbT3nlM07nlAIA9CFQ6Eh/J3crAEaTgG5vrcdN09fb9RlXOlSg1S8q9cbqd0LgpTtY1LTVWKWC5cm/X8dc+bhbYOLH2/HUl7txLr/Mq8f1FaPkUmfQYE865kpcq40P/8mZgBpzxZarOoPBVRDy1+QFalnLlTkNPx/MAgD8d0u6Vz4jOsJLK+0GAOnv5G5FqUxnsBS8+aXyiVjcrYAeziw0T/HsY9JkVepdu6Hx1uIZb3TIDa+qnQbSmCtf1TXOVxNcZRSUY/e5K775cDdIu2gytrInlqNqNVuuyDVag/VB33c7L+DZr/e4/PDP17zZJZsCC4OrIOSv61H6sNz2huat+1uUBzPOBSqToPxvl94reYPYwiBSOpSjwx+8WIhhC/7CrbNSHOzhPdI0BMrNK1R53HAl2Ocrr465creF1na2QB9FV9U9kLrzw8147LNUHMsq8snnu0o+WyCDBlviKVFBZQ2u+PSfnJC2XL2x5ig2nsjFit0ZfkmLbU5lt8DQFTo12TokUMZc+UJUCLVcSStH7lYadUbHT7DdqXPtSM8HUDvdLKUVa+nTQlffQ65zNbZyFOSqVLAsHOzPrim2rWa+CihcjR/3Xbjqk893Fadid04MkqXdWnmeyBmlMVcllQY/pMSe3siWq1DF4CoI+atCqjTmytuiwkInuKrJhBbSYMj26b5SBdRRloj00/l0tVsgecaVMVcbjmWj05vr8NVf5xRft7Rc+fHpqW3e9lXR5uphK3T+bXGVBVeMGuyIQbJapeJU7OQSpTFXgZJjmHdDF4MrcplkRnyf3fhDasyVpKbobqVRL7kh2D7dd+dQnizs6w2c0MK3XGm5en75AQDAW78et2yTnm7LmCs/3uC/2H5W9rfPugU6yWjS18r9HFwZ2C3QKfGcyFuueJ6CkcFoqpUHxUq9KPyVZWy/r57BVchicBXgKvVGfJN6HhevlFu2BcK9xCQIsoLCW0teRYWHTpaUlpvuTqss7RZoOyZGuTKhfHxpcOXrG5knE1qQh1y43pxdkyqooNH4YsyVe/vvOS/vhudORfnilXJsSstxaV9nR5UGNP4eK2hicOWUeErMswUyuApWReV63DorBS+uPOjzz1JuuQqMPGNgt8CQFTo12RA1d+MpTPv5GBLmbbNs89fNRLAJFqRPeetFeGfJtOjw0Gy5cvc3k94Q7J7mu3GoSMn59PV6H9IblstjrgLkJhdsVJLoSiloFgSh2gA3TO39MVd7azhmyZ3L5I4PNuOZr/biz9P5Do7lWsux9Lqo8HNwZQiwMVeb03LR7z8bsf10nr+TAsBaXqhV1ocHgXCeyGzi8gP497L91T7I++XQJeSX6rCmarZhX1K67/mt5crmb3YLDF0MrgLcX2fMFQdpIOOvy1G2bpMJKK7UW/6O8FL3M2kwEOxjDmSzBVb9oTeasOVkLkq1zgfUyluuPB/0HyFZ2NnX40k8mordCz9xyokcnMktqfmBgoi0VUrpHKacyFV8n3TfMB+MuTp4sVAxb2sNRpee0nqycO7+DOWATnooZ5U9aWuVvys70s8PhMlexn61BznFWjz15W5/JwWAtUxVqVTQsOXKQu2lniM1UaY14JdDWfj98GVkFVU63bc2xwIH8pgrTmgRuhhcBSF/3XSln2oSBBRVWIMrb1VKpC1XlS62fgQqecuV+f9zk0/h6aV70HX6ehzPKnb4Xr2Tlit3fn7pTdfXT+WlyaqtMVf7LlzFuK/3YtCcbdXvHEKkdSmlyuWhzMJqD6Dx0Ziry4UVsr+1BiN6z9yIgR9uqfa9nlSUwzXKtzHpsZwdVfpk298VdemDFH8HeoHIMuYK4FTsEmpv9cuvAemvUFrNbHyR4dV3V/dW4OHrHhvu4CLC9lzt5RJsGFwFIf+1XMlv/EXl3g+upC1gZdrgvuikZ0Q8P9+mXrBsS/x4u8P3SmcLtC2AFUdcOTj90sqiz4MryWe5GhjXtFvgcT+vS+Qv0rqUUmuPK1WtMB+MuQKAgjKd7O9z+WUo0RpwqbCi2orwqWz3WyAdtZpLP8ppt0DJdeHvdWc4FbtzsjFXnIrdwlFstfF4Di4UOF9A21ukebdUq3eyp7zlSqmXw+aTubjxjT+8sh6VUsuVvweuh2v8P1NrIEjLLkaPGRswe8NJfyfF6xhcBTiVUjXJbzPdWP/tq5YrKX9Pi1xTJlnLlfnfWhefxumM1u9eUKrFk1/sxOr9mXbHrT4N1n/X5vmstW6BAfDE1h/kY66UdlA+L9IAWCOOufLyDT63RCv7W/pUXV9NIPe15OGDM9IuhhEa5e8qb7ly1i3QcRfc2sZFhJ0T869abW2VZwuf8tIM20/n4dlv9rrUYuwN0rKltJoHoxFh1vQqdSP+x7f7IAjAa6uP1DhdirMF1vionjJ/snW8a+C0qvnD0UvFqNSbsOvcFX8nxesYXAUhv7VcQf5U1RfBlbSALtMFxkJ/nrINRgHXuzroDNY3v78uDX+dKUDS/w7ZHdfyWQrH+GL7Wfzr+/2Wv2uzW6DW1W6BNfzMQBhr4A/SupRSJby606KCdSr2mgYUtt16covl4y2kv5G3yolySf5yqVug0wktJC1Xfq6oSytbwR5bmUyC1x/oyMZcVWWsQBib5m/Sa0w8H7W9ILas5aqaboHSmKJc4T7vzWJdbLmSj2f04gd4IIwtVwCsD8mU8kCwY3AVhAJitkCTvOVKrBQYTQKyqxnM6oy80A2dliuxYLf96RwVKtIg7HxBuew1VysT7/x+wuazfHw+ZRNa1M5vp9iyWweoqglYXGnQ89aYK9u35xTbXv/WxHgreCmXPBl39F1lE8o4ndBCOr7Rv0+SlcqMQBDuoHXQmTFLd6PztHV2wXZNKI65CpzT5DcayUUg5pvaHocl/R2q6xYoLQeUuv97M+lag3k9rcFzt1q2+WuWWvHyFh8I+fthjr+J63wF+xAQJQyugpC/nrrInwQLKJY8nTIJ5ieV//h2H26dleLx1L3Szwikpxmb0nKQOH87Tlx2PAmFLflsZcr7FJTqFLdL+4nb9hlXHnNVfabw+WyBkn+7vM5VDfNyXW25kgYsSvdnR0GndFdvjbmyDQJyiuXdAqUVJW89qZW2ausdHNPVh1Cylis/P0mWfr4nMyf6iicV9e1VU+T/csh7021Lx1yJSQqk8+Qv0t9HPB+1XTZKr7fiCuf3bmmZodRDpaYPzaT3Q53BBJ3RhLN5ZZLXa3T4GrPO1Fq3uwWK37+smtmTgxGDqwCndE/z21MXyb+NgoDiCvnTKaMgYOMJ86KeX2w/Z/f+nw5k4umlu2UTYdiS1tMCqeXqma/24vjlYvzzu30uv0f6Ozl6Cp1fqlXc7qz7oKctl95sTTqTW2of9EnSVVvrXNXRIVc2U7G7fw7N3aq8M+bKNj/at1xZeWuMgbTlytG1Ikg2u7rOlb9bi2RjrgLoqXZYDWrq3jynJkvgwKnYpWTdhE3ittpuuZIEV5XVtVxZrzmlinVNky7NElqDCZU6z8qdQxcLcc9HW5B83Pli5ZeLKlx6GCwmS2y50gfQNe4P4r0nkOp63sLgKggJgrlC9cX2s0hNL6jFD7b+07ZboLhNpHTDe3HlIWw5mYfPt591/BEetlxV6IzYfjpPeWYgL7pSptzSpERaj3T0dNVhy5WT4MrVMVe2vFWA/X74MgbN2YpnvtrjMA21NaFFne0WKPm3p90Cw73ULdD2/bYTWtjOMqq03dH+jshbrpTzmvSac94tUBKoKZwLo0motW6u0m5CgVTxUtcguPLm17C2XFnTFEhBqL+oFFquapv0Z7B98GpLWg4o3ZdqWqpLr3ed0YRyvWctI+O/2Yuz+WUY/81eh/tkFJSj/6xNuPODzS4f1zpbYN1uuRInOCrTGUJu7CSDqyAkCMC20/l45/cTGPX5ztr7XJs0OAuunFXYnE2sIO8W6HqF5rNt6Xjqy91YuafmU7c6486N3LYbpZKCMuWWK2dBonK3wOrT460JLb7ecR4A8GfVAtdKaXA2Fbv0XNS0OJU/sQ2twtlVyt0ClUl/I001E1oYjCaXbv5KY67kAZX0mNJrQvl4roxDKHezW6DrLVf23/fxz1LR+52NKKnmabw3yMdc1azipTUYvZbmmrRcebNlyXIsFcdcSSlNGlPbrfrS8re4mgktpNe40myBNW11s80Ttl3iXc0yV8urf5i69ZR5wfZ8Bw9KlYRVtVyJwynqKmNV2S0Ivp9wq7YxuApCgiAgu6ii+h29THqTvHilHDvS5ZVrQzUtV6IGUWFOPsP673I3Bjleumo+HxdsJn9w1+mcEqzae9FhMOTOU0FZN0oH9STbNYFEjiqMgGtP9pX2qfDWGDYX7nvOnvTLx6LVtFug/5/Y+oP0myrOFljNb6SC8zFXgiBg6PztuPODzXYBlu1vZvv55TqjrMIkfdDiShnhyoyaZS50C5QFKk7yhjS4UuoiuffCVZRqDdh51vfTBUs/v6bdNYfO245ub21w2g3bVWIXUk94s1ugeCS1SsWp2CWkY67Eynptt+pLrzfbB6+2ZC1XNsGVIAg1DgxtyxbbCRNcvVU4uw+L3Ml/4udKH1bU5UktpK3zoTapBYOrICQAqBdpDVC81ZxarjM4HSsj/Zj/+36/Xdcv+XgB+XulLTH1Ix0HV9JKkDstV5VVx6+ur3d1Bs/dhsk/HHY4CNudh8nS38VRRdKVCS1sOetWKVJald5bT4YctopIqvzOugV680m2L6b5DgbSU6h0c3blya+zMVdagwlnckuRVVSJS4XWBznFlXoM/HALZvx6zLJN6bxLx105ao1xFPC4UqEpd6FboO3spo5Ilw2w3c9kUk67rzgKRD1xLt88gH/nuZp3HQ/EMVdhGq4VJFJaVLy2W66kv7M73QLLJPf5ORtO4vb3N6Okmpav6tgWLbYtUN4ct+7JMxDp8hGBln+1BmOtddGTPrgLtUktGFwFOKXyURCAehHWAKXMC2Npiiv1uGVmMv72aarDfaorkKSFhG0FulBSuEVHaOCI9KLedDLXUkGojthSUtNCWXQgo1Bxu6utI6Vag0tTQRd4MKHF0UvVz1ioNDNghYeDem05umnLugU67fpp/XdNJ2eTzURXp4Ir63fVuzHOUHqGnI25ko1ZkBz/f3suIuNKOZb+dV5xX5F0EVHp8fUOugWO7t9Gsk/130f64GXh5nQcvFjo9Ds4Da6kLVc2+0m7t9bG8Ahp+eKt8RjeqLRoAqRboKVXoEqyTlsdXysIsFlT0TIVe+2mQTbmqpqHnLLgSpI/P950RvYwx/O0yPOEXfc+L2YZd7r1iXUo6dIGgXTfKirXo8eMDRi9ZHetfJ5sSv4Amh3aGxhcBSEBgqVLD1D9UyJXbE7LRaXehCOXipwMNHd+DGcTOFyVdE1xVhhJj3HoYiHu/miL8w+t4u3gytHTJFeewu5Iz0fX6evx3h9p1b7PcbdA9ypWtkdXaqWq8HBQr8tpkCRCqeVMJL3xldawpVE2BbGfKlkHMq7ivT/Sam3SA0B+rpXySrXdAlXOx1xJ86uz4ANQHvMiTZPRQZAjzQev3ddJ8b2O2LZqD1/4l9N0edpyJf2c2njC7M2WK5E3givp/eZ0Tolbx/RNy5V13IorLZ2hTtYFXdK6Z3m9BgFuhc61lgx3pmKX5m1fzBRnG1y5MxGVuzy5TsOkLVcBlH+TT+SgUm+yLKPga9KyPtRmDGRwFYQEQX7D8kZAkSEZq+SosKiufJW1XNkcQ/rkyNnN0NOnnFq9d7oFimpSIfjPWvPivRlX5OdUqdK4/XS+4mcpBScqletrVSlV9H29zlV1n6+kuoHP7vBX94qH/7sDi7amY+HmM7X2mdJWZKXrydF4i58PXgJgvqGHOZmxSnoqpTNXKl2fSvlX2tolrZhJyxbp+9QqFWKqWrT1huqvPVcq9yYHn2WrUpJW22tUes3Uxs3fm2OuRKVeGMsgTnu+62wBBs/dhmEL/nT5vd4cC2ltuVJZZ1wLsG5V/uBoRk6Rp7ezrMIKdJ62Ds9+7Xi2POtnSIKraluurL+Z0oQW7jCaBFn9xZwW+T5XbcYd+mSSFRdIZ7sUY9+6PGOgtIyraT4INAyugpAA9woyV0gDAUcV4+qeXsmfSstfk3YLdHYz9PQmIHbf8VbLVU2ehkq7bIqKK/QOK2dKCy47enrvaHZB299GqeXKW5VDhwvUStLgvFug9MGA92ZgM5oE/LAvEw9+8icu+2HClxOXS3x2bNsbsPQ6cafl6nBmEQDg9yOXnbdcOeh2qFQEKFUupAGZfLZAaaBm3a5WqSRrv7jfcqVEmi5nFSBnLVfSfFzqxQcBjhgdBKLukgaWnrZcSX8rMa/8cTQbAJCe51p3bdu01JRszBW7BVootdJKx116GoD+uC8TAJCSllvtvrbTqztrgZa3XNXsunrpfwdx54ebsXp/pmWb7f3wqk3LlTfjGU/WplNBhXBxzGsAdQus7YVNpPnSnQnMggGDq0CnUEsSBEFWOLjbLTA9rxSTVhzA6RxrZVA6y56jyQiqKwIcPZUG5E+OajoTnhJLy5UXukgCNWu5UpoN8UqZzmHLUeZV+0BAaUILQQDySpSDK1uKLVe12G3NebdA678r9aYadVkx2VRGX151CEcuFWHq6iMeH9MbafGmI5lF6D5jAz7fZp3IRD6hhUJw5cJxw6pu7kp5XXpMrYNWKJHS99Y7WJhXWkZIj6VWWcchiJWy3OJKnMkttez7/PIDeP0n8++qFDDYXjMm2TlyElw5WURYGsSVVH3mrrMFeGHFAYcLgLtL3urgfFp4V0mDNOkT4Qqd0eUyRKcQXMU4GS/rMC1erMhKZmKXdAusu0/+RUotV9WthecKd9Y3sy0GnD3oNMpaLGp2X1pz0Dz51IJN1p4Dtl/3SrltcOW9PCNfm875caXJsvYcCKDgys3oylwX9Tz90rogx1xR7VKouLjbLfDr1At44JPtlptq4vzt+PlgFt6qmvFLEAScyrUGWo5aHaqrPDpbRFjaLdBZYeJpBdXVlqtyFxerq8nTpHoKsyEWlOocPqGr1BthMgmyp16OKgw5xa5VjJQmr/DWmCCHE1rYfJaj82w3TW4NWtSkp0ma/9KyfdeK5DgtvrlJTvnpMMp1Rrxb1d0UkHcL1Cl0o3MlKWFOWq6kdYQKvRE6gwnFlXrF4yrVJ/RGAV/9dQ4PLfhTNt7B0Vp4GrWk5arq+/T9TwoGzdmK3OJKpOeV4tdDWfh+VwYMRpNiy1VhhbwC5eqEFtLrwvZcSB9IiAHd44t3Ys3BLEz/+RhqasGm0+jzbgouFJTZfb6jclIQBCz96xx2n3M8NbyjCQP6v5eCPu9uRG5JpdLbZLR6++BKWra5+pTeuxNaWFuurN0CA6dy6i/SMyCeb2k57WlPDHcq27bXmLMHnbKWKy91B1M6ByLblitv5hmTC9esLemYV1da6v3BlXrSU1/uxqA5W53ObuwMZwukgKI3mtzqFvjO2pM4eqkYM387DoPRZHlSe6XM/L68Ei0KJS1Ljlodqh1zJSlY7GcLtB7f3W6BrlRaxQqSzmhyGESczilBl2nr8dqP1bdq1KQftNJU8wVlOoddmYor9Bj+37/w8Kc7LAWao5uho0qR7XdWOge+HjMim7FKcPwdUtPlU0NXtyaKM7YtV6LLRdVXHr3NVy1XSlmxupYr27Qo5WeNkzFX0paPSSsO4N45W9D9rQ2yQEnMq0rX54nLxXjr1+M4lFmEBZKxaHoH3QJVkm6BOqO8NfN0bil+OnDJ8ndRhV7xKWehzbgK2VIIHrZcSVubbbsFpueVOjymqz7acAr5pVp8sf2c+fONyvlZavPJXMz49Tge+8zxzK7S3196rsRztPf81WrTpnQfkLZcOXuQ5ep4N3eJh1KprC2vDK4giyzES8wrLVduRFe2ZY6zeomjqdhrwtnSJ7ZjrryZJ+UzfDo/rjSNYnkXSEuISH/uj1POYOdZ58s4/HkmH+fyy3A0q8ijz5Ouc8UJLah2KRRueqPgVsuVaPe5K9h7wXpT7dYqFgBwxqaS4HDMVTXHl49xkL8mfXLk7oQWrnT7kHZldFSo/3dLOgBg5d6L1R6vJjds5eBK67BbXnp+GQ5nFuHQxUJL5cdRgJvtIGiwbdFSni3Qx8GVTQ4RWxPT80qxau9FS4XrH9/uk+1Xk0VOa3sdImd8FVwpPUGUTcWuFBzZ5N9ChQDWecuVdVul3oSLV8xdV6WBsfg+pQkLpAGVdFxdYbkehzMLIQiCpBXC/Fq4JNiTXs/hGjUWbk63/N3rnY3YctJ+nKJtcCUb6+VicGV7LmVjrmyerNa0Ui/9DWOjzWWGfMyVcn4+68J4p+ruD65kVZ2ToBNQmN5a+vkujndzl3ydK8cPB+oa6RkWfyvpNk/HXGlqEFw5a82QTcHtpRYLaRa1W+fKpuUq40q514Iaebdn63c+dLEQn25JV8yf5ocD8m7QgUA6nnruxlMYuXinw3298QCFLVcUUHS2LVcuPvnPKanExuM5lr/FfG27MrajhYSrny3Q8ZNi6ZMjZzdDpc9wpRIjrQQ5CjZ1bhRiNSl4I8PsL6srZTqHhYe04BfTKBa4/ds1ke2bXawcXGUXVcrOuWJw5a0JLVxY5wqwjruZ/vMxTP7hMP48k6/YglCTlivbCQAaRodbX6vlJ4K++jylyql0i1K3QLvgSqEi7GzMlaPvIs1XBqOAXw5lYZeT7mm2x3ph5UEMW/AXtpzKs/x2YvcY8Umu1mCStbZoXLxL2Vb2XZ3QotLJhBbSMqPE5vqt6e8tXYahWf1Iu2M6KvdcWSBaWpdWeiLsyiKq0vuAmBZphdlpcOWki3hNSFuuxPwSSGNW/EWp1cZRF1x3uNMt0PYjnN1vpQ/CajqhhUiap+2mYrfJqzvSC/DB+jQ4Yzsm1BGdg6UqHlr4F95fl4ZluzMU3+dK/l25J8Oup4cvudUN1MVu185IvztbrqhWKeV1o0necuXqbIGCIO/KIhZ+tsGUwwktHNwkxYJHNhjbrlugdLZA91quqnsyKQiC7Omzw+DKjX7BNXmapPQkv6DUfkKL2KqJL3IlA8zFAkb8/JF9W2PX1HsRUVUQOxqMrjOaZJU1Vya0uFRYgW93XnB7LJbD2QIV0gRYx8KcyilRDKSKKjxfg0Q2aYFRwLUNIi1/Z3lhMUq30uKjB5CK45zc7BYodgGWctZy5egaleaV9LxSTFx+ADN+M1dSmtWPwPWNY1w61roj2ZKKsjkdzap+u+ziStmDCKXgUYltC6ijLqO2nK3j5WjsElDzJ87SLpbiOZBP+KFcaXGl/iMtg8R0yyvg1R9Del7EiUWk39lZcCXNft596CBpuQrwMSu1SXqKxd9NsCkbPSHtFljdfdjuwYST+630UN6agluaDewCPYW0/FnNWk7S4DDMyRMeZy3fgHlCIiXW2VqVz9PRS0V49ccjGPX5TmQXVTodY+kP3gjepd0CORU7BQR5cOV6ppR2yRNbFrQ2wdSTX+xCWnax3XsdXT6RYeZ++AaFY4vk61w5G3Nl/ynVtTjZdqFz1JLnTnBVkwqBUkWuVGuw65oVW9XKkitpjRKf4olpjQxTo3lslKULTHqu43Ee0unHXRlz9dSXu/DmmqOYm3zK6ffxlDgxgZgvLhSUK04l76zlqqhCj/Hf7MUfRy4rvm7bNUGafy7YrH3ia75ab0eptU9aUd57/qrdDdw2/yotoulszJWj1gZpgG67ALZarVJ8n1L6I8PVlu1i16M2TcyB2YWCMtmN1tUW58zCCqw7mo0nv9iJ0Ut2y86BbXkkJX24ZHvepGXavgtX8aHkaXdNW0xk37EqfbbnSnEmSBeiK+n7xIdNRlng5krLlfyz95y/Im+5UgjYRe5MKZ9TXIlJKw5gn6TLuiPiodRsuZKRttqI+dnTloWv/jqH297bhPP5ZbIWm+omxbC99p3tL30QW6k3wWCs2ayxdmlx4ftWVx+QPgwNd9J0VV33WcWlMqCqdrZAaZl966wUPPZZKvZd8G2A5U4rs2yheC90C/RWC2agYHAV4BxlWle7BR67Ki8UpDd08eLYeCIHtp74fJfdNkeFX2S4/cBi24qXbEILp2Ou7LdVd/O0DSQctVy586TZ2WdWdxNwVLBnXpVX9qPCzUGpNDiusGm5slQgqo6Z5WSiBukkDkqzBeoM8sk+xLEbP0rWB3GFq90CdUbzZ4lpP19QhrwS+0q+s+BqwabTSD6eg//7fr/i67atE9I8eL7A9bV4lBSW61yq8FnTUqOPc3JcheBK8u+vdpzHgwv+lN/kbd7zz+/2Yc95+Y053INugdJry3aMW5hapXiNKW2LDFNLxs+Yt8U3qQcAOF9QLuuq7OpDkY9TTuOf3+3DX2cKsO1UnqW1BXAeoElb6m3TatsqIh37VdMxV2UKAaSzljOR9PJz1JogTbZ4f3B3xjjbHg3rj2ZDa9NyleOgm7I03dWtDzbt56P4+WAWHv10R7Vpss6EZ62cBtKYFX+RXu7iw1JHY4Gq89avx3GpsALv/H5CNhV7ddeh7Ue4us4VAJzMKalxC6f0vuzSmMJq8o30YaSzw0mvE6VrTLpNmq7q1rmqr7Cki6+7CLpTRnij5Upaz7IdnhLsAiK4WrhwIeLj4xEVFYV+/fph9+7dTvdftWoVOnXqhKioKHTr1g1r1661vKbX6/Hqq6+iW7duqFevHlq2bInRo0cjKyvL11/DJxY91Utxu/SCdDahxeI0+bok0q5SOqN5emVxYUgppSfd4kdOureDbHtslLkFRloYaQ3WJ1EmkyBrtXHWjUMpcKnu5mnbjdHRwrTutFzZ3oxaXRNt+femahZUdJRccVIAUYRCV4MFm8/IujmKwdXNra+pLsm4XPXbGk0Clu2+oLjPS/87ZLfArm0g7A7572XbLURsuTJ/l4wr5YprAzkLrgpKnafNtoCXFtaXatAtUGswYvDcbXj00x3YfFL59/7tcBYe+GS75W9fTWihdN9Suk6k51EpwB+xSD67nNNFhF24WdreDCPDNIo3Z6VjRYZpJK0Q5nSIwdWFgjJZ4KE1GC1pdcf5fGtw7ezal1aObGcqdPaQRanCmlVYoVh2KilTaLmyPVdK51M65srRxDfS4LpEa4DRJMjKXXcntACApg0iZds+2nAS/f6Tgl8O2d9bpfkvr5r1wDKuuH6disflbIFy0jMg5mfZFOEenCPb/K01Oq/8ujWhhU2+PpJZVPMJYpykRUm1LVd6adDkrPyQdiu230/pGpVNxe7wAYn9d/B1XnenFdjZuqaukpZJnNDCy1auXImkpCRMnz4d+/fvR48ePZCQkIDcXOUKzY4dOzBq1CiMGzcOBw4cwPDhwzF8+HAcPXoUAFBeXo79+/fjzTffxP79+7F69WqcPHkSw4YNq82v5TWtrolGlxaxdtulTdaujrkC5ON79EaTWzO1iZWOYT1bYvwdbS3bG9WLMKfDppIstsiUVBrkT9HcbLmq7mmKbcuVo/PhzhNO28JCOgXxQslMaMrvVf4c25arcIWJL7aczMOWU3mWtEZU7XNv52sVj3n87QSM7t8GgLXl6vtdFxyuh/X7kct4eske2baaxATyrkby16yTc5hfyLxaofik21lwVd0ilvKWK5NNdyjPJ8q4d/ZWy/i2H/Zm4o8jl7HtlHyGugnLDuDoJWv32Zo8eTWZBIctoootVwq7Sr+vK1ldfPKvlG5XKie2A8Ijw9TKMxcqHCtC2nJV9RvHNzV3CzyfX27XZS7Mg+DqrCS4craotbRbtCDYdJ129vTdplwqqdRjwHubcMvMZJe6OEkfiomfY/tbKLZcSU6FowqibcWstNIgS69rE1rIjx0bFS47H+JDrYMZhXbvlf7mudWszVfPjYWJxaPK1rnyc8uVt9YPrBHJz3nwYhEq9Ua3pghXolGpZO+rtuXKNrhy8rvYXlelWoPDa83V7mKuTmBjSZ8b3QL1RsFhjxRZcKXYciUpXyQ/VLiT8hdQPn+uri3nKXdm3JWm253JwqRkLVec0MK75syZg/Hjx2Ps2LHo0qULFi1ahJiYGCxZskRx//nz52Po0KGYPHkyOnfujJkzZ+KWW27BggULAAANGzZEcnIyHnvsMXTs2BG33norFixYgH379iEjQ3nWlkDXQKF5WNpKVFxhLnxyiitxPr8Mfxy5jGe/3lvtk3u9UXBrEKF4GagA9GzdyLK9cYy55cq2kixWpG0HPjtf58r8KZ3iGkjSacLFK+X4ducFxZkMKw2udQt0VsGyXfTWNqCT3qj2ZxTa3QgEQbBWkBwU7Bevyn+PSAeDZI9nFVs+X2y5UlqYGABiIsLQupG5UioGV1sVpqmWOpkjX2BXLOQ9IRuAb/OabYXRaBJw8GKh3TGKKhznweqmArYdyO3JEgVKMiW/VVp2Mf7v+/0YvWS308q2p8GVzmDC4LlbMe7rvYqvK4+5st9P+n1dqVw4e3LqyhNS25bYyHDl4ErpclergB/2ZVr+DQDXNYqBSmWuaGVcsT6I0BlMHj2xVWoZUmJbOVaaJU+JbTkmfXBg+3BDKdhypeXKNnBYsOk0pkkWL3bU9dX2OEUVetmxXKls254zg8mkeB5zFNbek+a/vBKt02AzxkHZpkQ8jFplnWTA0wVyveHTLenoPG0ddqQ7nxzB16SV9kVb0zFpxYEaT5WtUatkedzt4MrJ/raV8Uq9UXbNS93+/maHS5BI2a6zWB13Wq4AxwGE1ski5M4+p7r8q3SNOqpbAMDFK+U17iKrlBZpuXE4sxDLdmVAEORd8B3NMF3954XumCvXSzUf0Ol02LdvH6ZMmWLZplarMWjQIKSmKi+QmJqaiqSkJNm2hIQErFmzxuHnFBUVQaVS4ZprrlF8XavVQqu13gyLi81Po/V6PfR6z59+e4vSk73SSmvAUlJpTuewT/5EjqRl6pbr6js97r4LV3Es86rD1/OKynFNjHVqa/G6NhmNMJmsF9M1VWu0FJTKC8BLV8rQtnEU8orlhaZOb3R4XsUnJy8OugHTfzmO7GItKrV6PL10N3KKtSgoqcS/72one09phe34Lp3i8XWSAqC4rBKHLxWhb3wjrDuWg4krD2PGg50trxuMJtkxjLZPqcu1sqB3wvKD2HXuKlJevB16BwWN7Ux/YQ4e2BaUVFoKK7VgTkeUgwBIr9ejWX3zb5RVWG7Os9V03wCA0nLrbxUZprF8V9v/K5IU8BVaHTRVxYhYgdKoVTCaBJRX6qrSYy1AlcYwFZZpnXyeJOBV2EevtxbIJeVa2Wc5ygfVsb1BpUvWFcosKMV1jaIVK4tGk8mjz9t7/irS88qQnlcGnU5nN9W2tGI0bMF2vDSog+ITxqtllZbP1xnM56V5g0hZmSAlVB1jw/EcaLU6+fgKnfvfI0KtUr45K6T1XH4pftyfVfW6AL1eDw2AFrFRyCqqxJHMQsu+5Vq9R5VD6YOjSr3B4W9j+9ClrEKLqKprU+vkhm+sSrfIILnuj2ddRZOYpgCApTsu4L9bzuK7Z3qjo+ShUbGk3Priz3NI6NJMVkYBQKVOD73eWlB8tEE++czji3fi2PRB9t/J5ve7UlqBRpKyvEJX/b2tXKuz+VuPSoWnyzlFFXbHkn6+zmhCTlE5mlT1cADk5Ux0mDTf2ed/KbECbzAYgKp7kG1ZXZveX2duvX1x5UH8OXmgX9IA2AcT64/loF0T68ydFVr3y8INx3NQIcn/1R1Dp5dfK5VO8pgYkIRrzGXGxhM5dnlbdKVMhwWbTmH6A52d3p9MgvV61LnwXbXV5JuScq3d3xrJNSSSPpypVDhHOoO1viOWEYIgQLylax2cp0qFMthR3WnXuSv4+5K9uKdjM3z295sdfqfqaPX25V1ZpRYxEeZ7/LAFfwEAWjaMQOtG1qES5ZWe1ZWlgVtppeMyuiZcqtO4eSxX+DW4ys/Ph9FoRPPmzWXbmzdvjrQ05TUIsrOzFffPzrYfNwQAlZWVePXVVzFq1CjExtp3rwOAWbNmYcaMGXbbN2zYgJgY+6mFa1tJgRq2jYzHT521bNMaTPjlt7XIKZH/nIdPnALgvMvFyz8edfhan1mbMbufAWLvNfNNXoWtW7fgUpnKcuyrOZcAqHHoxBlZOpP/3I3iU0LVpBrWdJy7lCsbJyd19ar5M/bt3Qu9Vg1AhW1//omcYvN3+2HnabQtl+eNM0WANCunnTmPtWvP2h27sMR8bAB4/otkbL2sxn3XGfFHpjlt0389Ydm3qKRElsbSMut7AeD3dRsQa60rYP1x8+d/uGIjzpeo4Eqj8NWCfKiggmAzufKR0+dQVq4CoMLO1D+REQOcuCI/h6K1a9fifIn5+5/Nvoq1a9ciO9c+v9ha/ft6iOdMMOpl3/VMEbDtm424I05QnLwiL896/D/WbUC9qvuNVmc+RxqYYIQKf+3cjcKTAiq01nN3WeEJZEZ2vsP8kHnR+llK+6RlWs/Lzr0HUKlTWz4r43Kew+M6Y24AUi4aV6/bjBsaAhUK+1wtLvXo886VWI/16+9/wLa3aEWl9fwdzizGO6v3VFX+5Ttu3bEbRSfNtazz583nLdxUCUeTd58+fgTiuftq9R+IkxR1Z4qtaXJVSdEVjIgXsOKsPJ8qxUU7TlyypKtCa81/9WFO994z2ZbXDxw5hurKMSWX865YjnHpco7ibyMIgNYg/55/JKegcdWM/icuOr6W9EZBdsxLZYDld9y6ByWnzF/8P6nmbf/8agduiBVQbgCeaG/C4Qz5sZ/4Yhc6NhRk25JTNqFplPRT5WnVGUyK3yu7XL5v8ta/0ChCsGw7dPgoGuYdsXvf5XJgyUkNhlxngnlOHOt5P3LsRFW5Lz8f56rKHakrWvnn/7h2I66rZ/dxSE5OxlVJefLzb3/AWS9BvaHqHrRlC7Qm82eUVVTi29VrUS8MUOjk4WNVy2kUV8rHfpuA8FrsF2Qyye9PAHDqTDrE87rtr53IOebqAwrrSdx+xjqBwuat23HGyfPawzb3qCPHjmPt1WOK+166bP7NI1Qm6KHCwYvK05W3byAgvUSF5bszcKPhHBpW3XOTk5Pt0lup1WLt2rUQBGD6fvvzIWoSKaBAq4LOYMLvv691OEHToQL59/ljQ7Ll86Xyr1g/688d0vNclTcKzNfHpTLgg8Pmbfl5eTCHFWrs3X8AuGj/29ieTwA4nX4Wa9faD0tYesp8Pjed9OyeJzp2yf4z167bgJgwwDzE1pz+jX/uxvX1reXJgcNHUD/3sNufVySpk5VUaGuU9urI84xnystdn4HYr8GVr+n1ejz22GMQBAGffvqpw/2mTJkiaw0rLi5G69atMWTIEIcBWW06lXIGe7bIg4X6TVsAOdZZ/m67exCwawsAoF6kBmVaI1q0jgcyL9bos/vdeQ+ax5rv7lP2pQA6I+666y6cyinFklMHAQA9OnfAlsvpaNisJZBjDXKbx3fEfQPbwngkG0g7gqhwNSr1JlRqopGYeKfi5y2+kAqUlaBf3z7YmJ+GAm059mvjAJi7XUTXq4/ExNtk79l2Oh84bp1NLrZpcyQm2j+9+c/RrUBVC+XWy1XBQabynTwyOgb33Xc7DmYWoX3Teog6kQporYHB7QPvxnWSJzeTUjcAAG7q2g3ajKtAnnXq8LjYSGQrjDu4pnFTRJcX2U2RXq/RtVCVFAIGA+69ayDaNq2Hxmev4IuT8m5j7ZrGIDHxdlwuqsS8o9tQrFdj6NAh+P7yXqDIcYskANxy6x3AvqrWYXUYEhMTAJivmUlvbwYA3D/wFtxxQ1O7967K2wcUmW+6d997L5pWLYA6/eBmlBv0iI4Mh67CgJ4398LgLtdi6v4UwEm3AVVkPSQm3o4yrQHhGrVlnBkA7PntBP7KMefhxMREu/emb04HLppncOvQ+SaoMk5ZBhyFRzdAYuIAbDudj1X7LmH6A50saXUmr0QL7Nmq+FrrTj2ReHNLcxewPdvk3yMsEomJd1V7fFtHLhVh3lHz7Jx33jNY1loMAG8f3gLora0I58s0uK19E+BqPjrFNUBsVBh2n7+KDl26IbHXdQCAP9ccA3IvoX3LZsh0sJ7Li48PxtfvbAIAtOveB3fd2AwmkwC1WoWdZ68Ax5S7KTrSKu5azHzyFkwq1eLvS/bKWvxsXa6QrJ8jqCy/barhOE7tyUS+1vr6dW1vADLOuZUWAAiLqgeUmW+GsY2aIDGxj90+Wr0R2JkCwDyWSRCA2+4wX3MFZTpMem+L08+Q5skjl4qAw+bfMbzJ9UhMvAmAtWwoMYVjy2Xzk+F3n7wDe0wZQJa1fNabVGjSrBlw1fp79Rtwh6y1SzyWVMOO/dAoJlw2NjctuwQ4ZO39sausCR7u0BI4eBwA0KFTZyTeFm93rAnLDyK3MhffndHgjcSOwNmTlteaXdcWB47nApA/ICkxanDffUNkLU4Xr5YD+/+0/H1D9z64p2Mz63fV65GcnIzBgwfjt8JjQJ55jPUdd9+LJk6u0Vf2bARMJtx7z92o1Jvw/qG/UGpQ4e0DYbgmOhx7pt7t8L2+IP4eAqx5eOmOC3hv3Ul8MVq5/PSFF3ZusOuX3bZdOyDrPACg2829MMjBuF0pQRAwKVW5Enpz31vRN76xw/dqjuUAJw9Z/m53Q0ck2vQyEf0vdx9QWIDGDWJQdtXx8IXJD96MeSlnkJZTisYdeuGeGxtb8k14uLmcFH+D8PAIJCbejVKtAUU7Nyke7+6OTfFaQkckfGxugRmcMFR2v1ny13l8uzMD343rA/35q8Ap68PnAXfehTYK6/jNP/0nUFXp7tmrNwbe2EyWrqiqOkvPmSkAzPfBZs2aQaUCThUVoGv37ki8uZXdcVVHs4GT8oCldZt4DE640TJcQLRDfwwHCy4BAO677z7Ztfj97ov46UAWFv/9ZjSupxAdSpzdnA5kpMu2Dbz7XjRrEIlDmUXAbnP51rfXzbihWX3goHmGzxs6Kpcn1fnwxDag0lye6EwqJAy9D/mlWuzPKMTgztc6XV/MVdKyRswznhJ7tbnCr8FV06ZNodFokJMjnwo8JycHcXFxiu+Ji4tzaX8xsLpw4QI2bdrkNEiKjIxEZKR9gR4eHl7jH8MbOjS3T7t0sDYAzEuxXhBP9muDxdvOQuuFvuiCSmM5B2JPqIjwcESEW7NOs1hzkJFlM1nBwq1n8cVf5zG4i7ml8cbmDXA4swjZxVqo1BrFC0cQzIVCeFgYwjXmwGerpHJoMMGSnuyiSmw7lYcom0edpVqj4u/mzqBLownYeuYqxn+zF+2a1rN7+m6ESvEzsku0di1RbZvWVwyudEYBMREau+CqsMJg6aoUHRmB8PBwNKxnzZ+NYsLx6tBOuKfztQgPD0fLRhqoVebuVUVak0v9zTMKrempNJgUv8uFK5W4R2G79PAGQW3NH1XbIsI0AAyWc1Td+I6iCj0Mghr93tuCpvUj8ddr91heC9NYf9uwsDC7LkMqlTUPVRrk/dRLtQaEh4dj3DfmwDs8TIPz+WV49o62eKin/c3M+p0cN/3nlOgQHh6O/Zn249rKdcr5rjoajfVaMijkK/uxbAIqqiYTeHpAPHafu4Ld56+iWGuS/BZVC/PGRkHJU7e2wTX1ozGkS3NsOJ6Dy8U6VBiBhxfuwPWNYzDuduVKkTOR4WEIDw9Hi0bhaFIv0mlwZUtMd7tm9o/GK11cRNiW9LrSmwTLZxzLKsJ/1p7Av+++ATe1aGjZJzYqHEUVehhhztNv/HzQ5XQDgCDJi2fyyux+R+nYwoyrWstvKGV77WpNyuWM1NNf7TN/5rv3WcpUlVpeJu69UIi9FwotfxsF5ePWi7Jus13N4X/7LtmVVYC59azcANlDAbVaXrXIL9Mrfl5emQHJJ6yTV+kl5YkSyz0oIhy2uxVWKH+Gu9YcuIT9GVcx/cGbqp2lUgzIAWte+M8f5oD0ma/34/x799c4Pa6w7aVs7oIp6W5pgkvnxnahe6m8UoPTY9jmOUf3SMA6Nik2OhxwElxFRITh2obRSMspRaXR+h2U6mYmwbxd0DkuL97/Ww/L7MYAIKg1OHelAhOW7cezt7fDrHXmrom/H81Foxh5IGJ0kDe1kvIpLacMg25qKXs9r9R8z5BO2KBWqy1jnQUoH1danoi+3ZmBDcdzsDFpIBpIvkeDKGtaS3QCmtS3/v1WVY+cr3ZexKtDO9kdEwD+s/YEdp0tQL92TexeM6nM6UvPt7ba6E0qQPJ7Xy7SenTt2Q5H0wsqDP90F/JLtZg5vCueurWN28d0xBv1eXfe79cJLSIiItCrVy+kpKRYtplMJqSkpKB///6K7+nfv79sf8Dc3CfdXwysTp8+jY0bN6JJE/sME0zaK1Q4TtssJrtij/UJqHiTK/fCugHytR7MhYhKJV+5vXPVE9NDNpMV6AwmlFQasHq/+YlKfJN6lvE4+Q6m2LaufaNCeJj9jS1fMjj6kf/+hVd+PIwP1sm7CTpaVNmd2WiMJgG/HzaPCTmbX2Y35qNSNsOY9bWFm9PtxnAoTUgCAE/2ux7RCn1gDl4slC0iDMDS5xkAmsdGYWTf63FtA3PFOUyjtvw7q6hStuq5I/+SrBtlNAnKs7w5OI40gJEO+hXPg5hmRzOgAUDD6HDc0cH8VLe40oC07GJoDSZcKqyQDY6VVm6UJiSRDqIu1xnsliiQzhz566EsHLlUhEkrDip+L6XvZEucJGbi8gN2r3k625F8UK/9MZTOnzieSKUyT5ENmK8NkTiYXXqTlXr7IXOryvVVT2IzCsqxeOtZpOeVYfPJPKfLJTgirZjZtr65qk0T+75jxU4mPFHSr6356br0XEoHlb/0v0P460wBnvh8F/ZnmFt4w9Qq1K+aWEHMZxsllX5HKmSfYf2dTueWOp3E4WxemeJkQrYzrtpWdp09eT6aZX2qWt2EJo4G2YuT4wDAqWz5xDfi+Xygewu799lO4GH7+TkK3YF35arw/IpDsm1K+V/puCqo0Dw2SnE5i5p6YeVBfJN6AX8cVV64XKp5A+vDC/E6dZb3a7pQrqtjDw0mQTb5gdKMhpV6IzafzJXlMWeTCpzJLcW2U3kOZ0e0X0S4+tkC61czmYlKpUL9SI0sbSYBmLrmGBZtlbewFFXoUaY1OJ29MTpcI8szOoMJSf87iFM5pXjlR2srUWSY2u5cOJq0QXpf2n1eYUxxuV5xUiJxKQFH58nRRBc5xVq7tUmlk3plOghWnU3gsXjbWRzKLMJPBy7ZvXb/x38i82q5uTW8SrneKMuLX6dewDoXrhdbtuNx1x/LsSzXsqWaJW8Cnd9nC0xKSsLnn3+Or7/+GidOnMD//d//oaysDGPHjgUAjB49WjbhxaRJk7Bu3TrMnj0baWlpeOutt7B3715MmDABgDmw+tvf/oa9e/fi+++/h9FoRHZ2NrKzs6HTeb6ejz+1bWZf4XBURqtVsDzRcLeyJ52hTyQtYMRrSaVSYcANTdCuaT0MvSkOXVrEQq2qfoaeBlFhlspBQZmDQfaS2aCiw+0DjxKtwbKOjLigrliYiMdWmoJ734Urbq9zFSX5/FybSQEqncwQZLtYa6TN9/jsqV74Y9IdePjmVorfUUps/pfehBpG29+8m1VVsK+UaRUHnVdH6YbkqHCXtgBKZzyztlyZ06yrWutMaQalHa/dg8VP9QZgrjBIC2rp2lbSB8dKwZWz2QFLdQZkOllDp1RrUKzsOAuuDl4sxD++ddxdTnqjvFxUgVlrT9hNZGJLmi+VnhwrVZQtwRVUaFbVjUq6npB4rpopdLG6Jibc0gLYuiq4unCl3DJ7H2D9XetFaDCgvWsPp65IZgW1ferrqniF4KqwXLncdnTtNLCsuyddK8u8pl9GQblsVr+PNphbGaIjNJbF0LVuTK0t/c7yZQAMlt89SmHwTXpeKcoUKrKncuQPzWz3cZa2XWet42Oqq4QrVejWH8vG16nnLX/vV5hiHQBaNLRvDc226bVgm2dtXz+dW4pl6RocviTvZqN0TqTEo6qr1glq3Tha9npNF6KVqm4KecC6DAkA5FbNmijNw9IZdN/65Rhuf38zLl4px2+Hs9yaqRcAVu7JQJdp67D9tLzVXLEM0xllFXqloHXmb8cxdukevP2bdVyUo4o5YF6DcfSS3Zj2s/I4bXdmCxTvLdLWFyUalcryYFFcV+9cCbBq3yW890ea3e+982xBtcGVWq2yLO1wKqdEtpyGqExrtDuO7XqaImnQte/8FRhs1soDgOOX5Z+hUlkfuhZXGmAwmlCpN6KkUo+tp/JgMJqcLjFQavPgXPoASvobSvNAjAtLHiiVtUUVerz24xGkXbYGVxU6g11gJK53JwgCFm1Nx4ZjyvMgSNnWMV5eZX3YElVN3SjQ+T24evzxx/HRRx9h2rRp6NmzJw4ePIh169ZZJq3IyMjA5cvWiHjAgAFYtmwZFi9ejB49euCHH37AmjVr0LVrVwDApUuX8MsvvyAzMxM9e/ZEixYtLP/t2FH9CvCBqH5kmOINWklEmNoyu6CzSqLoH3e2w+l378PGpDvxRL/r7V6XFcpicAXzDHMbkwbi07/fgugIDTpcax+YKX0PccYopcVhM6+WW6YJNz+xUn6qdcHBlK1iRdK2kn04sxCPfqo8+6QjWoNJ8eIWC2VpQWt7E7FtlcsuqpAVbNdEh6Nzi1ioVKpqp5gW18KqF2l9v1K6xHNVqjVabvLuEL+PfAFV5cJdGlDlFGvxzFd7sGJ3hiV/RFZNg6gzmhQrO9HhGtSrytPiU0Rp8Kq00DCgXLGUHt52fTNBAM7klUJJel4puk5fj0krDmL76Twkzt+Ow1Uz1DnrGpOWXYL1x3Icvi5N+2s/HsFn285izBLni6Lrqmm5EgOlpU/3sVRsSyutLVdiYC0N4sRpjVsrjBGQEluuko/nyCrA4jXUoXkDy5jL6kgXz72mnqctV/bplS7lIC0HHQ1Ej62avVSaN3QGE55fdgCD5myVtbqLFZGYCI0l3zpbssHWFcm1bhuwiItzN6lnH+CezSuz/IZStmW2bV50lrbvdl3A//ZchCAI1bZc2ZaRRpOAf3y7D4WSdQ/FPGTbNe7aBvb5wXb9Otuiw7ZbtO3DKpGzaw+QtFzZLDwt8nQ650MXC/HMV3twJtdagXQlUJNWXsW8JG0ZkR7vqx3ncamwAnd8sBkTlh3Ay/+Tt9pV59Ufj0BrMOGpL+XliTSZLw66EYC5TNE56GEg+n6XeWma5butvV6Ulsqw9b+9mXbb9EaTXY8A58GV+bXYamYgUatUlvqMeN8p0Vvz43t/nJDtv/VUntNrROw2K953Ry7eqbhfqVZvVxYrBW0mkyBbJ69MZ8SJyyV2ece2pQmwtnAWVejx0MK/cOusFIxZshtjluzGZ9vOOm35K7IJgqRBvHQ9zULJdleCFUcPVI9mFcmWcKnQ2d/bxTJl44lcvPdHGp77dh8EQbBr8TNK1nR0FkBG1uaMMD4QEKmfMGECLly4AK1Wi127dqFfv36W17Zs2YKvvvpKtv+IESNw8uRJaLVaHD16VDaoOD4+HoIgKP5311131dI38j6lJ7pKIjRqy5Me28Khv6Q/7Xfj+mFj0kBMSeyMcI0aN1zbAFEKc4MrdQsUKydqtcpyk+vaqqHde23ViwyzdFP680w+3v39uKxQEKf5NH8GUN/BU62MAgfBVQMxuNLLgoTtDgb0O6MzmBQvbrEbn7Sgqa5FLONKuWydKmkXv6tlzltTxRu19D1KC6qKx88v0eKqwsLQ1a3BKt44pN9F7F6YebUcL686hPjXfsfoJbtlT8lW7b2ITWm5eG31EUvFJ7rqvFXqjbLgUZxMomkDcx5QqVTmPvcwz7Ylyi/VYs/5K9h5tkBW2FfXLXCDQtCj1H0PAJb8aZ4g4ZdDWXjqy904frkYwxb8hV4zky1dxTzx1i/HLHlva9Wiw8cvF7v0FBewrxwKgmB5b7frGlp+5xJLt0CVXXAlCALOV43JbNu0HlJeGig7prQCbfvkXyR2T9OoVXg5oSPiXAiwrpRZj9vYw5arqHCNXcuIGLRFh2twfMZQy3ZHCwvHKpQbOoMJJ7NLoDOaLEEPYK2UxESEWbqzuhNcPb98P/ZduFL1GfLKxju/H0d2UaVixfZsfqnTlgsx/pO25BiM1vW+trx8F263mSzh4pUKvPLjYfx8MKvaRaRPVZVfO88W4N/f78fRS8qztQH2FeCGCt3ecu2CK/m52HYqD3+dsZbDjn47Z90CzZUy87/FgM+2G2l13QodGfFZKjal5eJZyVpzvxzKwmc2Xc9sSSvAl6qCK2ll0rYlUmrdsWxsSsvBmVzH+7hCeq97vE9ry7+lD8Gc9WaQPqRwJbhSovS+dAcPtgDrA6X6CsHVuw93tfxbazBayjzxWiiU3DI/3y6f6Gark26L7sgr0eKETWuT1mBC8vEcDJqzFcezirHlZC7aTV1r+S5iC//Bi1ftHpraBlcqWHugXCnT4VhWMQrL9ZbW4m9TLzhdv+1cvrwOJH2wKG25kj7sc3QPcuUhQmG5XvbwrFxvsEufWJ4dkNw/+/4nBX3e2WhJR2G5Dv3+k4J/fLsPJpPgdAgDW66oVlwn6Qvv6MYEmCcTEFs5yrQGqCTD4cMkayX1b98EN1wrH8ulNP5HuVug/ed2bWWddKNtU+VAsF5kmOUp7uJtZ/H59nN49/fjEAQB/91yRnbxqtWOW64cVX6vjY20pFM67sqTRXK1BhPC1faXh/h0ZuZvxy3bqpsoI6dYK/su0vOsFAhJiWmXPj1WGmQtdjE4m698Q4uwnd/bhlghkFYsjSZzV4VH/rvD0mVs26k8WQuHdH+xG6oYMBVXGGSVj/ZV3VulT/LFp3fSJ9lZhZUYsSgVIxfvlLVaiOf+apkOifO3Y/SS3ZYgAoBb3WzKHOxbUKbDh+tPKr5WnXCNCuuP5WD76XzojSbZ+nQ3vvEH3v3dmmcuF1Vg0dZ0FJXL1wGz/Q7S8xsZprZUNMQbpQrWoPV0binWHLiE/FIdSrQGqFTmlimlMZsiabkiJZ5rjUqFVtdEI3XKPbink/PZxpIG3WD5d6tGykEbYO5W9tO/BjgM+G1br8RyIUytkq3F5ei23PIa+0CwsEJn17IpVao1WIIrdypn5wvKLRUF2zEgf50pwK2zUmTlmii/VKe4LIGoQdXvLG3JkeaF5rFRuLG5cm+BLSdzq60wpWWXQGswYuTinfj9yGW89avylNmAfTdkpW7J1Y25AoAnv9hl+bej9DlreZIGqWKX0Pim8rxSpjUg5UQOnv16LwpsWsBNJgFv/XIM31Z1fdQbTfhgXRr+OpNvuZ7OSx7cHblUhFl/pCEt2/EMYdKyX2wxkP5Op50EVwDwzFd7MWiO8syktlpdY72mZm84iWe/3oMKnVF2HUhbdqVlXLnOiKV/ncN987fb9WyQduG1HTftyOwNJ2VdyLIK7bsT7s+4qjjWCLAGpUrjkaUtoxV6SXBV9X2yyx3fzy8UlDsMsKWzaVZnzcEsbD4p735ZqTdi/Dd7cSa3FE99uQtPL91jeU2jVlmux0uFlXbBlVLXw4ZV513p3BlMJlwuctxF0zbwK7ZpuRLv59Lg6mx+meL15UkwWqEz2l3D4u8j7ZWUV6JFcaXBkt5jWcXIL9Viw/EcHMwsdNpyVdPxif7G4CpIPNTTPAPNyD6tEe8geAHMFbBrosVxTTpEVP3C6164Q1bYKlXQpYWsuOCkrOXKMpjYXjdJy9UN19ZXPH79SI3dgOxd565gy8k8fLBOXqFVqxxPBPFN6gUcy7J/0towOtzynjzJDcR22lJXVVdZ//mgefCnK2O5pN0CXen7LFJaUDNMIVgUg7fsImth+vKQGy3/jnS0YnEVcSYzaWVh4eZ0dHpzncMuPIC5BdKWWPkqrpQv/tq+KpiXTocu7iutnL2xxtqn/5LkKVxh1aKrqWcLcPxyMbadysOG4+Yngt1caDmVuqRwQ3Mk8v/bu/O4qMrvD+CfOxv7quygLIKKAqIIiguouORSuGuaUqmZqbkUtru0+LWv+bVstTLLX5aVuWSpqWiuuaUCKorgjoorO8wwc39/DPdy78wdYGh0QM/7n3o5C8/AmXvveZ7nnKuQoWuLpqKLGykjYvSzxltOXseh83eMah6Fs6wpKw7jP5uzsHDzaVFyteF4nug1whOfrVLOF3dzZLLqFVtAX4x/4bY+4fRzteNn/5aObMc/R7htyVYph5ez8bY1LhHhvscMwyDUSzpJSwxritfaVWJsXPWseb823hgU5Sv5/Om9QhHdzM1kTBqu0nMTJYZxb2rbTPtmbqLPC+i3vda0qnGzqIJPCJduP4vUX+q+ZetWsRobT+SZPetf03j4utkK6eTKRiFDS2/pv8ed0tpvulxQpsGyHdX3yzlmor4KADwNVi2lVgYNa6r+7++Lku+1++xNXLxdgnITx8ySGpowcReGDFOdRBiuXB2/fA/PfnsE20/fEB1HAP2qxsr9F/DmhpM4cuEOQl/fjE935YiSPim3isQXi6fyCvlzoTAGuRpgUXJVtS3QVJJRm7VHr6Df0t24fKdU1ChjWdo5bD+dj5X7L4jqrxmG4RNz4d+kVKPF/N9O4fS1Qny5O1d0buPO9QWlGqMuxKYsSzuHr/dWH88Ma7XkMgblGp3kuaNco8XlqlpYqRXxYEGNealay09ScWPOKTQ+/9kIJg/PGDRi4cwWnA9NCZaob+cIE5XbBhMmWh3Lb5++UVheY9KgH68crlXnPqk6N3WlzmhVTuhcfjEfeyzLijqz7jxzE+FvbcXuszdFic5vVbs0vt1/Aa+sTeePEfVJrorLjWuuuG3ORRXGk1hPfX0IG0/kierhrxeU11inX9OxoDGg5KqRGBjpg90v98DCIRF8nYQUlUIGt6p6h1vFalToGLjZKxHYxEG0BU+Km6BOgrtg2yHomMV/DySyq3Df6lkhZ1sl7CWWdF3tVWhq0L2spELLn4CEaqq5AoAv/jK+SbCtUs4frIVJhqkLh6Ht/U2+PyB9Ad5G8Dm5PeamVq5S4gPRzN0eX46LEbWdN9VNqqWXE17u21K0CihFLrGi5sCfUPVjDm7qgKk9Q/nHhauJbhI/n5tdN2dLlClcwvTdgYvYlF5dLxnT3A2AuHEK99y1/xjv4wfEq5TcdjbDjmqAeFtEbe2TAeCwRFcnUw682gtfjY9Bx0C3Gp8XW9WlLvtGkeRsJACMW3EIo5Yf4LeVbj+dL0rOt526gcyrBfotE1odXwsnlzFQymVG3wkGDH+S5vxVNeMq/JsnR/vh/ML+WDw8Cmufjxc9P0Bi9Uq4LZATJlFX+e7gtlgyPBJeduKJAIVchmWjoyUvVrgJEKktQQDQTKLuintPIakVFEA/mZIc7YexnYxrSIVaGqz89G+r74KXc7NEsq7EFLmMEXXSsgTuOCls/MNdBKnkMsgEM+WGiss1ok5xpny80/hmpFKEK7ByGSO5AiDcFphfWC7qXis0bsUhTPn+H5Pb1Grq0Fde1RveTikX1FyJY2WWoI5ph0G3MeGE3LDP616DK1zpGfvVQfT/aA8+3ZVT9R2t/j1z3TqFtaHcylVt9c+mLnBn/3wCWdeLMG/jSclkfPvpG/x2fUCfeHaoOk6dFHSPFHZrrKjU4bJE3bLUhOWACB+M7dRM8v6AwvOq4VZ9bvW4+/s7+ZVCzpe7q8/dbQSTYm72SiwbHS1aaXe1U/LHg73Zt3D+Vgnyy42P7xWVOj6pXCDYVSJUW/MoAJicEGL0b9wxUGrbOWdGUii8XfS/oxuFxitXhlQKGbyrtj9fkvhbmLqmWDclnn+c23a5+tAlo+dpdSzGrThkVL989OJdzN14Ej8evoytVQ0nTE101CTrehE/senE13vrkytT3V2n/3AM+3Oqm+4Ixya1G6tUrW9elnOz5s6rDRUlV40EwzBo1sReX6dSQxGoSi4z6tT1XPcg2Crltc4ECFeV+oTr7xsmPOBWd/Iz/iLYqxToHuYBFzslpvZswdeECDVxUMHdoLj7VnGF0ZYS7mfUlFxJfdVsFXLR7BGgr7/iutgI2UnUdhjaVnXwECaEi4ZGip5zt0QtujjuIbhRZkygG3an9kDvcC/4Cn6WsH7q5b4tAegvUrfO7I4XerSQrH0TkjoQcResXFLJXbj+MLETuod5iGby+7Wtvicc96fkttCY01HRFOHFvnD2OLmdHzZN64oXk6qTvtpmzYTnqN/Tr6GoXCO5vavCoJOTYQLx4ah2+Calo2RiWRt3BxVslXKEmriYXT0xDpumdeVn0S/dKeVXWwwvSnafvam/QS//3kqjveubM69h0qojiH13O85XzSTbVs3MClepgKrbIhjEA7c9LdhghZthGAzr4I8If/Eqn9RkzfqqFTThextezDvaKDAmrrnJFWZAepWbu8jxNbESaOp7ydWUvdgrFE0cVPj2mVisnhiHfm28Mat39aw0t8L1ymOtkdzOl096DSUKvqsA0DW0aZ0bBwHVW221OrbGLYe1mdU7DCNixBM93P2+uL+/Vsfy3xVult5UclWu0aG06vgrtSW6LjeTfSe5uu5FeN7o0NxNsuaKO4YXlWsw++eaV/1O5hWKko22fs5YM6kTlHIGe7JvYffZmyhTa7Fy33lRElCq0X8m4cp/TavJ6kodP7uv07E4ftl0XVlNuBWgG4Xl/KTIf7eewYJNp0QrV7clJqiuF5ajTK1Fbi33fJPaOiqUX1Rh1IQE0F8s/yXYviZjGMl4F05S2ShkuChIhnJulmDXmXzcqEoiQwXlApMTQvBOcgSi/I13BghXITINErMWVfGr1urwn81ZqNTqMPjTfRj5xQEcFYzFzV6FjoFusFXK8O0zsfxq9+djO+C57sFIau2FhDBPtPB0RGF5JaZXte5vJbGK7iBxvSCcYJLaBSKU1NoLw9r7438jo0T/zu2KOCDoxin0TnJbzEgK4689rheWm7z9iFCUv6to4kLIVGfC6GZufO38gt9OoVyjxevrqs+xhpPXhrfsEeImhOqzcnXqWiFWVzVE4a71uO67Ut2aOd8dqF7RFjZgkipJuVeqwaBle9Hrg7/QddFOi3YCfRAouWqE7tWwAqWQM7BXyfkTv7OSxZNVRa7/GRoBGQO8MaC15GuFSVlk1cE0v6gCWh2LXWeqZwFNHaK+SemI/a/0RFBTB6OLBUDftlbqvjvC7QUcGQO08hFfPMwdFM7//02Jjni2ShlfoM91iTuQY3xA7B7mgZ8nd+a3OdVWrC+sSzEc/+I/z/AJiZ+rHZIFd1oXJkGvD2iNSH8XfDiqnej1UxJDcODVnhgT15z/tz5t9J0yDWf9uZsxPy1xJ3TuwM3NBjlUJXCdQ5rgu2diEdjUAa/1b4Uh7f3QtUX1RWWUvysA4MSVe1jw2ymj7T2meDnbYP0LXSQfM2w9z5HJGLT1cxFt0zTndgG/Z1xDxLw/+YO6+GdWv6eNQobWBrET7uOMHq08a51RrIlU17z/jYxCfEhTtPVz4ZOUG4UV/Ex+TdtMAP3FkNqgm1Ja1k1sP52Pu6UavL4+A0B1HZuHo3gM3AXD79O78gXV3GesafuwkH8NK+HCa3NhjeaUxBCkvZQg8QoxqRsJc38CP4naKMD0ihRnZu8wHHkjCa28nREf0hSfP9VBtKKsEty+YOmoaMzp15J/TCFj+Jnowe39+GS1e5gHbJVyxDSXTsRGxwage5gHPxkCACfn9+Uv7mtrt2+KjAGm9WyB94dF8TPAQHV94qm8Qvyefg3hb23B3I36uijuGCR1MQnojwHTqhq5GCbubz/RBu2bV6/AjuoYgH5tvGFIpZBhZlIYHFRyvNCzupauR0t9YmaYUF8vLMe9UjWmfP9PnRoICTuqJoR5IC64CUbH6lca39qQia/25GLeb6cw+NN9+OvsTUz/4RhfXym8EFPIZfhodLTJn9N54Q5otDr0/2iPZMe2utiZlc/XZgmt3H9BlPAcvXgX2TeKjCaoohb8iUEf763xZ0glVzdEta1ak3Wik1Yd5f+fgXhnAHexLaztLa6oNFqlSvnmML/9MUzwem4rpjBmOFx9WrlGa7QV7/UB4ZjeSz+JVqLWIv1qAY5duoeD5+/glGBFTSFj8N0zcdiT2hORVeciQD8B+Gr/1pBVfV+nVcVgVtVKYFywO94bHCH6mVJ1fssEsVFTbfT0XqH4anwMZDIGg6P9MV0Q81KJpRB3bOauI24UlEtuWW5pcKsblUKGrqFNjZ5Xm9f6t4ajjQL7c27j/S1nRAma4TZZqXMl50jVLWPumaj7NtXsyNPJeBUT0B/XM64W1FhLKrQsrXrlXKpU4tjle/zuoQB3uzrtSGlIKLlqhHq19jL52Mm8Qn0HsaoZ895+Ov5klNjSE5nz+2JCt2DJ1wq7s0QFuELG6GdMT1y5xxdvKuWM5CwDoF8+5074i4ZGInN+X/w8ufrmzk0cVDWuFgmX7Zs3cUCnIPH9dToIDvDC2X/h+LkDNNdWW6om6LtnYtHWzwWDIn2x/oUu2PlSotFzRsdW148IZ/YN67e+P3iJ746jUsjg41J9QBKu8Pm72WPj1K54op2f6PUMw4heAwATuwXjszHtRScGQD+bd/j1JNFJiGNYpyK15WpS9xAsGdFOdJDnbuT7w6HLWLHvPJ7//jj/WE2zwrN7tzR50hFuEa1NcT1m/C8YbEFp6qjCB8PFs432KgVefawVktv54qtxMfyqk9S2D45KLsOAqhukBns4QCln0KVFdQwanlSmJIZgcHT1JIK7g4q/WE+r2pJkuHpkKDu/mG9TzZ08hMXK3Ix3UtV33mjlquq/bXxdsOCJtqLHTDWWMSRMmkYJuo0BENVg2Knk+Gh0NN4d3Bap/VpJtuQ2xK3kDoiovvEsF1dPdwkCAKPtlsIkdkVKjOT7Gs5CC7cSGa7kCTuZVupYvPpYK4yObYaWXk7Y/0pPrEiJwcdP6r9r0c1cRa8NbuqA2b3D8ObAcHz3TCymJIYgJT4QzyeGQCmX8dufLtSxVgUQ17w52Cj4zyJsAtK+uRv8XO1wu0SNF1b/g4pKHZ+01PZ7v1VcITmJ0MLTEU91DkTfNt7wcrZBpL8LpvcKRd+2xucTG4UMLyaFIn1eX1GXWe54IfwucCsdXf6TVufOrMLbaUyr2r7cMVCf2F64XYoPtp2t+ixqPLvyMDaeyMP0qm3Yhtu7Ho/yRZ9w6XPirWI1Mq8W1Lhtc4ZgJZ3jZKvA52PbA9BvIf50V45oy6Epvf+3m5/J5xLQuuwGyLlZjNUHL+F6QTkGLduLV9amo/+He/jHC8o0/GpfTQ2aGAaICXSHj4stGAb438h2Rtvffzh0WXRhy1lY1dbc29kW4T7OcLVX8qvc7ZtVf0e/eKoDP6Yz14uQcbVAFG9Dov3QwtMRs3qH8QnHEcG9H4V1WIqq6wnD45qhARE+ot0f7QNc8WRcM/7WLlJGxzYTfffDBKtd3QRJTbfQpkhuJ64PbSc4DnQKFl+HAOKmXlwdLHfcKlFr+YRF+F33drblzydjqm57w01WmCPC3wX/HabfQbNi33nRBKU5q1D7c27jXH4RRn9p3I5+/QtdML5zoOTruod5SP47oO/4XFONtinC8yiHW6kKcLfDkhHtzH5Pa6PkqhEyvACS8ubAcEzuHoR4L/FJVrglTcrul3tg07Su8HK25Q8WIwT701c+HVvrewDVNVPCxMTZVokIPxd+VczQb9O64OvxMdj1UiJc7JSQyRjRvbci/V3xxoDWJjvfKeQMvxKTfrkAu87k448M8R7+twXbXWQyBu0CXGGnkosuqnq28sR7gyP4E8PjgsJ8lUKG756JxbNdg/h/m/ebfo+3Si4TXaiae5NIDsMweCzCB218xb8nuYwxeRIK8RRfSJsq6gX0F1m/TO6Mfa/0xIiYANE2U+5AHdTEXrS1rkuLJjj8ehLa+DpjZlIYRnQMMLnNIszLCRundsFX46QvjIUGRopPagMifPjfbXQzV37lp1Ow8YpCax9n/DCxE4680Rsxge78dimuhui5hBAsHRWNJMGF1+SEEOxJ7SFZP7V3jr6mcXbvMPw4sRPS5/bFd89U3xZCGMt75/RAar9WRu8RWXUy57ZjBLjbI9TTEX6udtgyo5vR87WCLnNS93jiDGmvT8oNEybhnyDEw0EUH4YzpaYIk2ThRRQA0fYhQP9dEK6y1uY/QyPx9hNtsGRkFH56rjOWjIjik++Oge7Y+VIiVj0bJ3pNuI8znusejNf7t0bPVl44MbcPYgPdkSpYgTIkvJ+XYQtfG4VcVJszoVswFg6JAMPo69h6tvLimzQ80yVI9NrOIU0wrVcof8xjGAbzHm+DOVV/e25ro6ntN8LtdRxRAic4PAu3STrZKPF1Sozk1mhhPRW3mj0gwgenFvSFvUpuVCTOfYcSqy6KQjwccfC1JGyc2hW+rnaSNXfcd0kuY6BSyPDB8Ci8/UQb/mJ1fHwgAP2WqZSqlXSpVWjDLezc5NrPR/XNgEZ19Of/XqZuN8JduHNJip3E+WdS92CDC97q54wzuC8UIJ6oe6ZrkNHjChkjOYkFmJ65N1TbxMr7wyLRP0K/avjij8fx2roMdFq4AxlXC/Dj4cuipgnctksHldzoOyoetwzOtkpsmdEd22cloFuoBxYPjzT5fCEubjycbPDbtK448EovPu6FzWyaOKj4c2PfpbsxvOr6oFtoU+x8KRH/FUx0cceg9/7IMvp5fq52RhOLJj+XXCa6FuDe9/lE/WRZvzbeorKGb1I64tX++u/o36/2wpYZ3UQ/a+nIdnjlsVY49HovrHo2jt+GyxHGYls/F35Vee3znXF+YX/RuZH7HTnYKPjncfVQwm3GXVs0xdfjO2LnS4mIq0rYerbyhKONAnIZY3JHkeEtFwCgh0TnVv19EGv+fRrWSyYt2S2Z/Duo5OhfNSFmY3C99eaAcMxIChWdrx6XaF7Ut2oHzhdPdUBckDvc7JVIqTpuGJqRFIrFBhOknDBPJ5NbyBuy2q+SSYOjlMuwcWoXfPFXLub0a4ULt0uglMvw+voMfja4X1tv9GrZBH/8kW3WewuLyWf1DsOrv2bwJ7eEMA90kfii18TL2RYrUmJgr1LwM8rzHm+DIZ9W39A52MMBAyN9EeLhiBYGRfNvDggHy1bfQ2JCt2AMjwlAz8W7jDr2lKm1CPNyhK1ShqKKSlGr1Da+zvjvsCiTqyqrno1D7s1ihHo6QSnX379rx+wEpF8pQKdgd3w/IQ5lai2cbZXoHuaB7mEe8HGxxTu/V9/EsHkTe9EB3pyugP+Wt7MtnurUHKuqunRJHeyEYgKrk5VPxrQ3ujGlu4OKL7gF9AmTh5MNfp8uThCe6x6ML3bn4j9DIvDRjmx4OtvCy8mGX53Y8EIXpHxzCFEBrpLjmNIjBBqtDp/u0icYTRxVSO3XEiEejujRygN2SjlO5hUiLsgdfZbuRkGpBjYKGfIKyvFy3zB0DqmeVdw0rSve+f20qP7GkFzGIMDdHitSOuJkXiHW/XMVa47oi++5rmjTehnPZAP6bXbvD4uEt7OtyRbmU3u2QMbVAn72ztlOiU3Tu4Jl9Rf9P07qhDFfHYS3sy0+Gh2NSd8d4eM4NtAdrb2dcTKvAEFNHRDm5YQvdufCx8UW7ap+f52C3TGuc3N+77pwdZRhGP47C9S+3ZXTzN0eo2MDUKbW4vF2vlBrdfg9/RrO3ijCrDp02KqJl7MtnqqaAY0NcjeqB5FaXWMYBq/2r77QcLFT4ifBCrgUuYzByqc74naxWnLFdWbvMCz8I6vG2AD0W5ePv9Ub7RZsA1B7g5eBkb5GHR67hTaFUi5DuwBXo7ouQD8rfvC8fiZfWJsa6e/Cr3iGejnCVinHhG5BWLpdfwxXKWRQV+owtUf1lqUlI6LwR8Y19G3jDXuVAl1bNOULzQFgZEwAZvcNw47T+XzHWUPtm7lhSHs/VFTq/+6A/iJdaGgH8czy2Ljm8HO1q+r6KMOnO3NEDYBig9zxfEIIWng64p9Ld/HSzyewdGQ0bhVX8NsbAYhWIwy3gZsi1SwpJtAdWW/3w9GLd3HmehFS4gOxLO0clmw7K/odr5sSj7x75egY6AaNjoWcYeBsq8TcQeG4ercMaWfykXuzBC08HeHraofH2npjc+Z10c/6bGwHhPs4o/VbW2ocZ6S/K05c0W+/e39oJFLXpuP9YZE4lVeIjKsFSG7nB5Vchj8yrtf4PkIB7vZIbOnJx4/QN0935CceXeyU/PZahmHw1sBwLNh0Cn6udvzfKSHMA0FNHbBy/wXR+/Rr4w25TLxDRbhC5OFkgzFxzfjVRU5wUwej7/Os3mE4csG4cyqg/06aY3RsM3y5JxcyrQbN3atXvyP9XRHh54LP/spB1vUiyBhx8uHtYis6lwFAE0ebGncxCCdrPJxs8PPznXGnWI0OVduG2womPoXb/8N9nXHw/B2+2ZVCrp+MzbhagGEd/CGTMaLfkaezLbbM6AYZw8DX1Q4udkpkXi3At4LapI+fjMbgT/fzEymA/lzi6WQjWiVyd1DhzYGtUVCmxoiYALzyawa/+jM5IQStfZxgp5SLtpEKDYj0QdrpfCjkDLxdbOFkq0Ta7ASoFDKUa3R4euUhTElsARd7JWYkheHp+CC8tTETwzsEIMTTAR2au+HXf67gxJUCLBoagaHt/XH+lv671KuVJzRaFnYqOWYmhcHZToGgV/8QfZ5hHfzhZq/EC6v/EdWcSW1JbQwYtjG24bjPCgsL4eLigoKCAjg7132LU0Oj0Wjwxx9/oH///lAqzS/kB4DMqwUY+/VB3CvVYFbvMH4f9b91+MIdKOX62pja2oRLOXLhDt5Yn4kn45rBxU6JX45ewcej28PFXomP07Kx5shlvt1rSnwg5j3exiLjNrRi73nsPJOPPm28MSTaDw42Cvxz6S7+zr2Nid2C690Gvr7UVTc67BbWVLJlsin7c24h61oRGOhwNP0kpjzRDeF++oPllszr+O+wKMlCdpZlUVhWKfkYp0ytha1SVmNBcebVAny99zyeSwhGK2/p71xxRSW0Wha2KhmyrhUh0t+l1iLl2twpUSP1l3SMiPFHH4nak/q4cKsEw784gJtFFVg9IQ7xBhMS2TeK4GirgI+LHe6WqDH6y7+Rdb0I7w2OEM3OVlRq8c2+C+jaoqloewvLsliy7Sx2nM7Hymc6iraJaXUsPt15DqFeTqLGJfXBsmydfr+WOM40NF/tycX7W89g9YQ40USElBk/HuMbgIR5OWLl07GimdadWfmwVcpx7qb+PmTLn+qA7advYM7aDCS19sJX4/UrvMUVlXhzfSa6tmjKJzPXCsrw+Mf7ENPcDZ882d5oy6OhK3dLMe2HYzh26R5sFDKcXtCv1tcILdqShZ1Z+VgzqXON32kpPx+5jI0n8jB3UBv4udqJLs7VlTqoFDKwLIujF+8i724Jjv5zDLNG9YaLQ/XvqkytReradGxKz+MbKHUOboLRcc34G4IPiPTBJ0+2r9OY/s69jT9P3kB+UTmeTwwx2g1gSKPVYXPmdUT4uSCoqQPUlToUlWuw7dQNvPJrBmwUMhx/qw/sVHJM/+EYNp7Ig1zG4OfJnbH15HV4O9ti26kbmNqjBVp6O+HFH4/jiXa+GB4jvdtEp9Pf43Hxn2clHwf0TXHiQ5pg44k8DIn2w6JhkfhoRza6h3nAyVaBZTvO4bUBrWvcxs2yLK7cLYOHkw1SvjmEk1cLsW1WArycbVCi1uLD7WexJ/sW/m9CnGRnQEC/XflGYTkSq7aynb9Vgo3H8/C/7fqxr54Yh/gQ48nX6wXl+GTnOWw8kYfx8YH4I+Macm4W47epXUXHtbq4eqcYu9J2YMQTxseaikotlv+Vi56tPWv9O9fpZ90rg1bLmuxe+n9/628J825yBP8d25mVj8n/d5SflBkdG4CFQ+q2cih06XYpxq04iDFxzTGxu3QZx6XbpTh/uwTZN4pw9kYRFg6JFNUlvfprBn44dAlKOYN9r/TkzxP7c24hzMsJqw5cxIc7suHrYovfp3eDs50SBWX6+y5K1RfXhUarw9W7ZXWq9y1VV+KJj/chqKkDlgt2ueh0LNRaHab9cAwHcm5j07Suda4flhyTBc9P5uQGlFxJoORKrLBcg7TT+UgK96qxg19Dk32jCDeLK9A5uMm/vgh/VDyMF8rWUKquRN69MqOVWCkVlVrcLlY3yq0PwMMbM1odW6ciap2OxbHL93CruAK9WnkatYw35fjle2jmbm907z9D/P0F63gMY1kWG0/koYmDTb0K5h+EusSMTseioEwDexs5bBRyXLpdij9PXUfvcC+jwv37jWVZ/J5xjd+5AOgTwa/35sLTyRYj6rBVvyZnbxTh6r0y+LrYwdlOgYIyDRxUCpSqtbBRyODvZoc92bfQLsAVbrXES10+i1qrq9ekppRSdSVyb5bUOVGq1Opwp0RtdP+0umgMx5pKrQ6lGi10Ohau9v/ub/VvaHUsdmffhLOtUrQNlsOyLHaczkdgUwdROcODVNuxrVKrq/Px1BRrJVeN50qZWI2zrVLUBa+xCPVyMtk+m5D7yV6lqFNiBehrghprYvUwq2t3KpmMkbx4qU07E1tlDZk7McQwjFHjnMZIJmNEiUSzJvYmmzHdbwzDGNWH2qnkonsJ/hthXk6i1vpStTNSdTb1wTCMxRIrQH+sM2cFSiGX1SuxaiwUchmcH/COFSlyGVNjwwyGYUT1yNZQ27Ht3yZW1tR4R04IIYQQQgghDQglV4QQQgghhBBiAZRcEUIIIYQQQogFUHJFCCGEEEIIIRZAyRUhhBBCCCGEWAAlV4QQQgghhBBiAZRcEUIIIYQQQogFUHJFCCGEEEIIIRZAyRUhhBBCCCGEWAAlV4QQQgghhBBiAZRcEUIIIYQQQogFUHJFCCGEEEIIIRagsPYAGiKWZQEAhYWFVh7Jv6PRaFBaWorCwkIolUprD4c0AhQzxFwUM8RcFDOkPihuiLksGTNcTsDlCDWh5EpCUVERACAgIMDKIyGEEEIIIYQ0BEVFRXBxcanxOQxblxTsEaPT6ZCXlwcnJycwDGPt4dRbYWEhAgICcPnyZTg7O1t7OKQRoJgh5qKYIeaimCH1QXFDzGXJmGFZFkVFRfD19YVMVnNVFa1cSZDJZPD397f2MCzG2dmZDkTELBQzxFwUM8RcFDOkPihuiLksFTO1rVhxqKEFIYQQQgghhFgAJVeEEEIIIYQQYgGUXD3EbGxsMHfuXNjY2Fh7KKSRoJgh5qKYIeaimCH1QXFDzGWtmKGGFoQQQgghhBBiAbRyRQghhBBCCCEWQMkVIYQQQgghhFgAJVeEEEIIIYQQYgGUXBFCCCGEEEKIBVByRQghhBBCCCEWQMlVI0fNHkldVVZWWnsIpJEpLi629hBII3Px4kVcuXIFAKDVaq08GtJYZGZmYs+ePdYeBmlEsrOzsWLFCly9etXaQzFCyVUjo9FosHjxYqxbtw4AwDCMlUdEGjq1Wo3U1FRMmjQJs2bNQm5urrWHRBo4tVqNadOmITk5GUOGDMGaNWtoIofUasOGDQgKCsLUqVMBAHK53MojIg2dWq3GhAkTEBkZibS0NGsPhzQClZWVeP755xEREYFDhw7h+vXr1h6SEUquGpHNmzcjKioKqampWLt2LfLy8gDQ6hUx7eeff0ZQUBCOHDkCf39/rFmzBpMnT8b+/futPTTSQK1atQqBgYHIzMzE+PHjUVRUhA8//BBbt2619tBIA3fo0CHExcXh8uXLWLt2LQBavSKmffzxx3B3d8fp06dx7NgxzJ0719pDIo3Am2++iYyMDOzZsweff/45OnToAKBhXQtTctVIlJSUYN26dejduzfee+89nDlzBhs2bABAq1dE2vHjx/HNN99g2rRpSEtLw4IFC3Dw4EGcO3cOFy5csPbwSAN09uxZbNy4Eampqdi5cyeeeuopfP3118jNzYVCobD28EgDpdPpAAAFBQXo2LEjoqOj8eGHH0Kj0UAulzeoix7SMJw5cwapqakYMGAA9u3bh6ioKOTk5ODWrVtQq9XWHh5pgFiWRX5+PrZu3Yo5c+agY8eOOHLkCH766SecPHkSZWVl/POsjZKrRsLe3h4pKSmYMmUKXnnlFTRr1gybN29Geno6gOqTGyEctVqN8PBwjBs3DoB+S6m/vz/c3Nxw+vRpK4+ONEQeHh54+eWXkZKSwv/b7du3ERUVBUdHR1RUVFhvcKTBkslkYFkW586dw9ixYzF48GDcvn0bn332GQD9sYcQocDAQMyZMwd79+5FVlYWRo8ejQEDBiA+Ph7JycnYvn27tYdIGhCWZcEwDK5cuYIrV64gMTERU6ZMQXJyMhYtWoQ+ffpgwoQJABrGggMlVw3UL7/8gu3bt+PatWsA9MESHx+Pli1bAgAmT56MK1euYN26dWBZFjIZ/SkfdVzMcNtFY2NjsXjxYvj6+gIAlEolCgoKUFJSgi5dulhzqKSBMDzOuLm5ITY2Fq6urgCAqVOnIjY2Fvn5+Rg0aBCGDBlCReePOMOYAfRb/xiGgVwuR0VFBTp16oTBgwfj66+/xtixY7FkyRJKzB9xhnFjY2ODlJQUODo6Ijw8HPb29li6dCnmzZsHtVqNOXPm4PDhw1YeNbEmYcxwCZO9vT0CAgKQmpqKK1euIC0tDRs2bMDy5cuxdu1aLFu2DEADWHBgSYPy3XffsZ6enmxsbCzr4eHBdunShV23bh3Lsiyr1WpZnU7HP3fKlClsQkICu337dpZlWdFj5NFRU8zodDpWq9Xyz71w4QIbGhrKnjt3zkqjJQ1BbccZzqhRo9gtW7awxcXF7L59+9jhw4eznTt3ttKoiTXVFDMsy7J37txhvb292YqKCpZlWXbmzJmsra0ta2dnxx45csRKoybWJhU3v/76K8uyLFtRUcGuX7+effvtt9mCggL+NYcOHWJ79uzJvvDCC9YaNrGimmImNzeXfeyxx1g3Nzd22rRpotfNnTuX9fHxscaQjdByRwNRWVmJDz/8EAsXLsR7772HPXv2YP369QgJCcHy5ctRUVEBmUwGhmH4jHzatGkoLy/Hhg0bUFJSApZlcfbsWSt/EvKg1CVmGIbht+wAwK5duwCAX80CgDt37lhj+MQK6nqc4dr2r169Gn379oWDgwO/cl5eXs6vjpKHX11iBgDKysqQkJCAX3/9FZGRkVi1ahWSkpLQvHlz/pxFzS0eHTXFzZdffony8nKoVCr07NkTM2bMgLOzM//ajh07QqvVory83IqfgDxotcVMWVkZgoKCkJSUhHv37vHxwR1f2rRpA3t7e5w7d86aHwMAbQtsMEpKSnDz5k2MHz8eTz/9NFQqFeLj4xEeHo7CwkLRPYq4i+VWrVph8ODBOHLkCN555x107NgRY8aMoRPYI8KcmOGW1NevX48BAwbAzs4Ox48fR58+ffD22283iAJQcv/VNWYUCgW/x52j1WqRk5ODmJgYUXJOHm61xQxXT6XVavHTTz9h3Lhx6N69O7Kzs7Fo0SIEBgZi1qxZAKg1+6OkrscaJycnODo6il57+/ZtFBYWokWLFtYYOrGSuh5rnnnmGSQnJ2PTpk04duwYXxaTnp6OiIiIBhE31P7JirKzs9GiRQswDAMXFxcMGzYMERERkMlk0Ol0kMlkCAgIQElJCZRKpei13IVPr1698Oabb+Lvv//GxIkTsWzZMjqBPcT+TcyUlJSgsLAQcXFxmDJlCpYvX45Ro0bh/fffbxAFoOT+qG/McDFRVlaGO3fuYN68efjnn3/w+eefA4BR8kUeHubEjEqlAgAEBATghx9+QFBQEGJjYwEArq6uSE5ORlFRET+BQzHz8KpP3AiVl5fj7t27eOONNwAAQ4cOfdAfgTxg5sSMra0tAP1xJTU1FfPnz0dCQgKeeuopFBYWYuvWrVi6dCmABnB+stqGxEfYmjVr2MDAQLZly5ZsbGws+9VXX4keF9Y8PPnkk2xKSgrLsiyr0WhEz/vss89YhmHYPn36sDk5Ofd/4MRqLBEzx48fZxmGYRmGYTt16sSeOnXqwQyeWEV9Y6ayspL/97Vr17LTp09nvby82MTERDY7O/vBDJ5YRX1jRq1WG70XVwMsjCfycLLEsWbNmjXs5MmT2SZNmrCJiYl0TfOQs8SxRqPRsAsWLGAnTZrEjhw5ks3Kynowg68DSq4esD///JMNDAxkP/nkE3bLli3srFmzWKVSyS5fvpwtKytjWVZ/UtLpdGxZWRkbGRnJrlq1SvK9Tpw4wa5Zs+ZBDp9YgaViZvfu3WxiYiK7bdu2B/0RyANmqZg5efIku3jxYr5pDnl4WSpmKJl6tFgqbtLT09m3336b3bp164P+COQBs+R1MPfchoaSqweE++PPnz+f7dChgyj7njJlChsTE8N3Q+FcvXqVDQwMZM+ePcuyLMuePXuWnTlz5oMbNLEqS8XMjBkzHtygiVVRzBBz0bmJ1Acda4i5HqVjDTW0eEC4vZ+nTp1CSEgIlEolX5z3zjvvwNbWFhs2bMD169f512zfvh0BAQHw8fHBiy++iPDwcFy8eBEajYYaEDwCLBUzly5dgkajsf59H8h9Z+mYoePMw4/OTaQ+6FhDzPUoHWuoocV9sm3bNvz2228IDg5GfHw8X+Dbq1cvzJ49G1qtlg8sNzc3jBs3DosXL0ZWVha8vb3Bsiw2bdqEzMxMBAYGwtvbGwcOHEBMTIyVPxm5XyhmiLkoZoi5KGZIfVDcEHM9yjFDK1cWdu3aNQwaNAhjx47FnTt3sGLFCvTp0weHDh0CACQkJMDZ2Rnz588HAD7znjhxIgoLC3H8+HEA+g5dZWVlcHBwwCeffILMzMxGEVDEfBQzxFwUM8RcFDOkPihuiLkoZkDdAi2ppKSEHT9+PDty5Eg2NzeX//fY2Fi+00lhYSH7zjvvsHZ2duylS5dYlq3eh5qQkMBOmDCBfx3d1f7hRzFDzEUxQ8xFMUPqg+KGmItiRo9WrizI3t4eNjY2SElJQVBQEH+TvP79++P06dNgWRZOTk548skn0b59e4wYMQIXL14EwzC4dOkS8vPzkZyczL9fhw4drPRJyINCMUPMRTFDzEUxQ+qD4oaYi2JGj2HZBlwR1ghpNBr+RpzcDdDGjBkDBwcHLF++nH/e1atXkZiYiMrKSsTExGD//v1o1aoVVq9eDS8vL2sNn1gBxQwxF8UMMRfFDKkPihtiLooZSq4eiK5du2LixIkYP34837FNJpPh3LlzOHr0KA4ePIioqCiMHz/eyiMlDQXFDDEXxQwxF8UMqQ+KG2KuRy1mKLm6z3JzcxEfH4/ff/+dX95Uq9VQqVRWHhlpqChmiLkoZoi5KGZIfVDcEHM9ijFDNVf3CZez7t27F46OjnxAzZ8/Hy+++CLy8/OtOTzSAFHMEHNRzBBzUcyQ+qC4IeZ6lGOG7nN1n3A3Szt06BCGDh2Kbdu2YdKkSSgtLcWqVavg6elp5RGShoZihpiLYoaYi2KG1AfFDTHXoxwztC3wPiovL0dERARycnKgUqkwf/58zJkzx9rDIg0YxQwxF8UMMRfFDKkPihtirkc1Zii5us969+6N0NBQLFmyBLa2ttYeDmkEKGaIuShmiLkoZkh9UNwQcz2KMUPJ1X2m1Wohl8utPQzSiFDMEHNRzBBzUcyQ+qC4IeZ6FGOGkitCCCGEEEIIsQDqFkgIIYQQQgghFkDJFSGEEEIIIYRYACVXhBBCCCGEEGIBlFwRQgghhBBCiAVQckUIIYQQQgghFkDJFSGEEEIIIYRYACVXhBBCCCGEEGIBlFwRQgh5qKWkpIBhGDAMA6VSCS8vL/Tu3RsrVqyATqer8/usXLkSrq6u92+ghBBCGj1KrgghhDz0+vXrh2vXruHChQvYvHkzevTogRdffBEDBw5EZWWltYdHCCHkIUHJFSGEkIeejY0NvL294efnh/bt2+O1117Dhg0bsHnzZqxcuRIAsGTJEkRERMDBwQEBAQGYMmUKiouLAQC7du3C008/jYKCAn4VbN68eQCAiooKvPTSS/Dz84ODgwPi4uKwa9cu63xQQgghVkXJFSGEkEdSz549ERUVhV9//RUAIJPJ8NFHH+HkyZP49ttvkZaWhtTUVABAfHw8li5dCmdnZ1y7dg3Xrl3DSy+9BACYOnUqDhw4gB9//BHp6ekYPnw4+vXrh+zsbKt9NkIIIdbBsCzLWnsQhBBCyP2SkpKCe/fuYf369UaPjRo1Cunp6Th16pTRY7/88gsmT56MW7duAdDXXM2YMQP37t3jn3Pp0iUEBwfj0qVL8PX15f89KSkJsbGxeO+99yz+eQghhDRcCmsPgBBCCLEWlmXBMAwAYPv27Vi4cCGysrJQWFiIyspKlJeXo7S0FPb29pKvz8jIgFarRVhYmOjfKyoq0KRJk/s+fkIIIQ0LJVeEEEIeWadPn0ZQUBAuXLiAgQMH4vnnn8e7774Ld3d37N27F88++yzUarXJ5Kq4uBhyuRxHjx6FXC4XPebo6PggPgIhhJAGhJIrQgghj6S0tDRkZGRg5syZOHr0KHQ6HT744APIZPpy5J9++kn0fJVKBa1WK/q36OhoaLVa5Ofno1u3bg9s7IQQQhomSq4IIYQ89CoqKnD9+nVotVrcuHEDW7ZswcKFCzFw4ECMGzcOmZmZ0Gg0WLZsGQYNGoR9+/bh888/F71HYGAgiouLsWPHDkRFRcHe3h5hYWEYM2YMxo0bhw8++ADR0dG4efMmduzYgcjISAwYMMBKn5gQQog1ULdAQgghD70tW7bAx8cHgYGB6NevH3bu3ImPPvoIGzZsgFwuR1RUFJYsWYJFixahbdu2+P7777Fw4ULRe8THx2Py5MkYOXIkPDw88P777wMAvvnmG4wbNw6zZ89Gy5YtkZycjMOHD6NZs2bW+KiEEEKsiLoFEkIIIYQQQogF0MoVIYQQQgghhFgAJVeEEEIIIYQQYgGUXBFCCCGEEEKIBVByRQghhBBCCCEWQMkVIYQQQgghhFgAJVeEEEIIIYQQYgGUXBFCCCGEEEKIBVByRQghhBBCCCEWQMkVIYQQQgghhFgAJVeEEEIIIYQQYgGUXBFCCCGEEEKIBVByRQghhBBCCCEW8P9q3wpEDRWPUAAAAABJRU5ErkJggg==\n"
     },
     "metadata": {}
    },
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "GARCH(1,1) Volatility Forecast for BBDC4.SA (next 5 days):\n",
      "            Forecasted Volatility\n",
      "2025-11-22               0.017006\n",
      "2025-11-23               0.018269\n",
      "2025-11-24               0.018931\n",
      "2025-11-25               0.019287\n",
      "2025-11-26               0.019481\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": [
       "<Figure size 1200x600 with 1 Axes>"
      ],
      "image/png": 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\n"
     },
     "metadata": {}
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "daily_returns.std()"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 241
    },
    "id": "S1WLz6oK1rWy",
    "outputId": "7e0a7e9c-38f0-4295-8bcb-22a77fb2a4a2"
   },
   "execution_count": 23,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "Ticker\n",
       "BBAS3.SA    0.017361\n",
       "BBDC4.SA    0.019135\n",
       "ITUB4.SA    0.016226\n",
       "SANB4.SA    0.016994\n",
       "dtype: float64"
      ],
      "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>0</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Ticker</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>BBAS3.SA</th>\n",
       "      <td>0.017361</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BBDC4.SA</th>\n",
       "      <td>0.019135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ITUB4.SA</th>\n",
       "      <td>0.016226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>SANB4.SA</th>\n",
       "      <td>0.016994</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div><br><label><b>dtype:</b> float64</label>"
      ]
     },
     "metadata": {},
     "execution_count": 23
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "# prompt: value at risk for daily_returns using volatility models\n",
    "\n",
    "def calculate_value_at_risk(returns, confidence_level=0.95, model='historical', volatility_model=None):\n",
    "    \"\"\"\n",
    "    Calculates Value at Risk (VaR) for a series of returns.\n",
    "\n",
    "    Args:\n",
    "        returns (pd.Series): A series of returns.\n",
    "        confidence_level (float): The confidence level for the VaR (e.g., 0.95 for 95%).\n",
    "        model (str): The VaR model to use. Options: 'historical', 'parametric' (uses normal distribution), 'parametric_garch'.\n",
    "        volatility_model: Fitted volatility model object (e.g., from `arch_model.fit()`) if model is 'parametric_garch'.\n",
    "\n",
    "    Returns:\n",
    "        float: The calculated VaR.\n",
    "    \"\"\"\n",
    "    alpha = 1 - confidence_level\n",
    "\n",
    "    if model == 'historical':\n",
    "        # Historical VaR: VaR is the quantile of historical returns\n",
    "        VaR = -np.percentile(returns, alpha * 100)\n",
    "\n",
    "    elif model == 'parametric':\n",
    "        # Parametric VaR (Normal Distribution): VaR = - (mean + Z * std_dev)\n",
    "        # Assuming mean is close to zero for daily returns, VaR approx -Z * std_dev\n",
    "        # Z is the z-score corresponding to the confidence level\n",
    "        from scipy.stats import norm\n",
    "        mean_return = returns.mean()\n",
    "        std_dev_return = returns.std()\n",
    "        z_score = norm.ppf(alpha)\n",
    "        VaR = -(mean_return + z_score * std_dev_return)\n",
    "\n",
    "    elif model == 'parametric_garch' and volatility_model is not None:\n",
    "        # Parametric VaR (using GARCH forecasted volatility)\n",
    "        from scipy.stats import norm\n",
    "        # Get the last conditional volatility from the GARCH model\n",
    "        # This assumes you are calculating VaR for the next period based on the model\n",
    "        forecasted_volatility = volatility_model.conditional_volatility.iloc[-1]\n",
    "        mean_return = returns.mean() # You could potentially use forecasted mean if your model predicts it\n",
    "        z_score = norm.ppf(alpha)\n",
    "        VaR = -(mean_return + z_score * forecasted_volatility)\n",
    "\n",
    "    else:\n",
    "        raise ValueError(\"Invalid VaR model specified or missing volatility_model for 'parametric_garch'.\")\n",
    "\n",
    "    return VaR\n",
    "\n",
    "# --- Calculate VaR using different models ---\n",
    "\n",
    "# Select the stock for VaR calculation\n",
    "stock_for_var = 'BBDC4.SA'\n",
    "returns_for_var = daily_returns[stock_for_var]\n",
    "\n",
    "# 1. Historical VaR (e.g., 95% confidence)\n",
    "var_historical_95 = calculate_value_at_risk(returns_for_var, confidence_level=0.95, model='historical')\n",
    "print(f\"\\nHistorical VaR (95%) for {stock_for_var}: {var_historical_95:.4f}\")\n",
    "\n",
    "var_historical_99 = calculate_value_at_risk(returns_for_var, confidence_level=0.99, model='historical')\n",
    "print(f\"Historical VaR (99%) for {stock_for_var}: {var_historical_99:.4f}\")\n",
    "\n",
    "\n",
    "# 2. Parametric VaR (Normal Distribution)\n",
    "var_parametric_95 = calculate_value_at_risk(returns_for_var, confidence_level=0.95, model='parametric')\n",
    "print(f\"\\nParametric VaR (Normal, 95%) for {stock_for_var}: {var_parametric_95:.4f}\")\n",
    "\n",
    "var_parametric_99 = calculate_value_at_risk(returns_for_var, confidence_level=0.99, model='parametric')\n",
    "print(f\"Parametric VaR (Normal, 99%) for {stock_for_var}: {var_parametric_99:.4f}\")\n",
    "\n",
    "\n",
    "# 3. Parametric VaR (using GARCH(1,1) volatility)\n",
    "# We need the fitted GARCH model object ('res' from the previous cell)\n",
    "if 'res' in globals(): # Check if the 'res' object exists\n",
    "  var_parametric_garch_95 = calculate_value_at_risk(returns_for_var, confidence_level=0.95, model='parametric_garch', volatility_model=res)\n",
    "  print(f\"\\nParametric VaR (GARCH(1,1) Volatility, 95%) for {stock_for_var}: {var_parametric_garch_95:.4f}\")\n",
    "\n",
    "  var_parametric_garch_99 = calculate_value_at_risk(returns_for_var, confidence_level=0.99, model='parametric_garch', volatility_model=res)\n",
    "  print(f\"Parametric VaR (GARCH(1,1) Volatility, 99%) for {stock_for_var}: {var_parametric_garch_99:.4f}\")\n",
    "else:\n",
    "  print(\"\\nSkipping GARCH-based VaR calculation as the GARCH model ('res') is not fitted in this session.\")\n",
    "\n"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "7IyHQSJU1v8L",
    "outputId": "9c2e51ca-731c-4602-d414-68650446d283"
   },
   "execution_count": 24,
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "\n",
      "Historical VaR (95%) for BBDC4.SA: 0.0273\n",
      "Historical VaR (99%) for BBDC4.SA: 0.0437\n",
      "\n",
      "Parametric VaR (Normal, 95%) for BBDC4.SA: 0.0313\n",
      "Parametric VaR (Normal, 99%) for BBDC4.SA: 0.0443\n",
      "\n",
      "Parametric VaR (GARCH(1,1) Volatility, 95%) for BBDC4.SA: 0.0285\n",
      "Parametric VaR (GARCH(1,1) Volatility, 99%) for BBDC4.SA: 0.0404\n"
     ]
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "1000000*0.0332"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "9URMEDm0ny2n",
    "outputId": "b7fc2a7e-4e15-4b19-8afe-fc8e1108e291"
   },
   "execution_count": 25,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "33200.0"
      ]
     },
     "metadata": {},
     "execution_count": 25
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [
    "1000000*0.0295"
   ],
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "gOV6_VJpa7GA",
    "outputId": "68270d0c-95b7-4006-e9f1-223944c18eef"
   },
   "execution_count": 26,
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "29500.0"
      ]
     },
     "metadata": {},
     "execution_count": 26
    }
   ]
  },
  {
   "cell_type": "code",
   "source": [],
   "metadata": {
    "id": "yCDL3sYBbC9t"
   },
   "execution_count": 26,
   "outputs": []
  }
 ]
}