{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ETS models\n",
    "\n",
    "The ETS models are a family of time series models with an underlying state space model consisting of a level component, a trend component (T), a seasonal component (S), and an error term (E).\n",
    "\n",
    "This notebook shows how they can be used with `statsmodels`. For a more thorough treatment we refer to [1], chapter 8 (free online resource), on which the implementation in statsmodels and the examples used in this notebook are based.\n",
    "\n",
    "`statsmodels` implements all combinations of:\n",
    "- additive and multiplicative error model\n",
    "- additive and multiplicative trend, possibly dampened\n",
    "- additive and multiplicative seasonality\n",
    "\n",
    "However, not all of these methods are stable. Refer to [1] and references therein for more info about model stability.\n",
    "\n",
    "[1] Hyndman, Rob J., and Athanasopoulos, George. *Forecasting: principles and practice*, 3rd edition, OTexts, 2021. https://otexts.com/fpp3/expsmooth.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "%matplotlib inline\n",
    "from statsmodels.tsa.exponential_smoothing.ets import ETSModel\n",
    "np.random.seed(1234) # for reproducibility"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [],
   "source": [
    "plt.rcParams[\"figure.figsize\"] = (12, 8)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Simple exponential smoothing\n",
    "\n",
    "The simplest of the ETS models is also known as *simple exponential smoothing*. In ETS terms, it corresponds to the (A, N, N) model, that is, a model with additive errors, no trend, and no seasonality. The state space formulation of Holt's method is:\n",
    "\n",
    "\\begin{align}\n",
    "y_{t} &= y_{t-1} + e_t\\\\\n",
    "l_{t} &= l_{t-1} + \\alpha e_t\\\\\n",
    "\\end{align}\n",
    "\n",
    "This state space formulation can be turned into a different formulation, a forecast and a smoothing equation (as can be done with all ETS models):\n",
    "\n",
    "\\begin{align}\n",
    "\\hat{y}_{t|t-1} &= l_{t-1}\\\\\n",
    "l_{t} &= \\alpha y_{t-1} + (1 - \\alpha) l_{t-1}\n",
    "\\end{align}\n",
    "\n",
    "Here, $\\hat{y}_{t|t-1}$ is the forecast/expectation of $y_t$ given the information of the previous step. In the simple exponential smoothing model, the forecast corresponds to the previous level. The second equation (smoothing equation) calculates the next level as weighted average of the previous level and the previous observation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Annual oil production in Saudi Arabia (Mt)')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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RKTF1WBymDosDYBsgU9mmtyfw7dhe2YEDzb0ob9WhvFWHj3bUIndDOX64a6EXvhMiIiLfUtOux98+2QMA+MPCEZgzPEG2WP5w8ghsq+rAT/tbcMt/d2LVrSchMsT7adg3RQ14b0s1BAF46uLJmJIVi+z4cFS26fHLwVacOSHV6zG5Q0WrDhWtOqgUAk4aKd//z57E6fFERDJYXViPzwrqoRCApy6Z7PIUW0EQkJMQgYumZuDhJRPx3Z0LUHjvGXjj6um4cX4uAKC8RQeTxeqJ8ImIiHyWyWLF7St3ocdgxpSsGCw7baSs8SgUAlZcPAkp0aEob9Hhb5/s8frE9vrOPvzlY9tFjBvnD3cktwvtJ9M/lrZ4NR53kqbGT8+O8+tqgeNh0k5E5GWNXf34x2dFAIBbTx6BKVmxbnlebbgaJ49Jwl/OHAOlvZ+rrdfolucmIiLyFyu+249d1Z2IClXh35fmQ6WUP+WJjwzBc5fnQ6kQsKqwHu9trfbaa1usIpb9rwBdfSZMytDirjNGOe5bODoRgC1p99fVb1JpfCBOjZfI/zeYiCiIWK0i/vxRIbr6TMhL1+K2U91/9V+hEBBv79tr6TG4/fmJiIh81S8HW/Hietvq1EeWTERmXLjMER0yLTsOd/9mNADbgLyiui6vvO7z6w5ia0U7IjRKPHNZPtSHXcSYlRuPEJUCjd39KG3q8Uo87qQzmLGlvB0ABswGCjRM2omIvOidzVXYcKAVISoFVlwyecAvTndKjLINoGvtZdJORETBoa3XgDv+VwBRBC6bkYlzJvpej/bv5+XitLFJMFqsuOW/O9Hdb/Lo622vbMfT3+8HAPzr/AkYFh8x4P5QtRKzh8cD8M8S+Y1lbTBarMiMC8PwxIgTf4GfkjVpv//++yEIwoCPlJQUx/2iKOL+++9HWloawsLCsHDhQhQXFw94DoPBgNtuuw0JCQmIiIjA4sWLUVtb6+1vhYjohA4292L5V/sAAH87eyxGJEV67LWkqfE8aSciomAgiiL+9GEhmnsMGJEUiXvPHS93SEelUAh44reTkB4Thup2Pf7y0W6PlaV39Znwx5UFsIrABfnpWDIl46iPWzhKKpFv9kgcniStejtldJJX1/l5m+wn7ePHj0dDQ4PjY8+ePY77HnvsMTz11FN47rnnsG3bNqSkpOD0009HT8+h0o1ly5bh008/xcqVK/Hzzz+jt7cX5557LiwWixzfDhHRUZksVtzxvwIYzFbMG5mAq2YN8+jrOZJ2nrQTEVEQeOOXSqwrbYFGpcCzl+UjTKOUO6RjignX4PkrpkCtFPB1USPe3Fjp9tcQRRF/+3QP6jr7kBUXjgfPO/ZFDGkY3fZK2+o3fyGKouNCw8IALo0HfCBpV6lUSElJcXwkJtqu9IiiiKeffhp///vfsWTJEkyYMAFvvfUW9Ho93nvvPQBAV1cXXn/9dTz55JM47bTTkJ+fj3fffRd79uzB999/L+e3RUQ0wLNrD2BPXRe0YWo8ftEkKBSevRrM8ngiIgoWu6o78MjXJQCAf5wzFmNT5duD7qzJmTH429m2da/Lv9qHXdUdbn3+D7fX4svdDVApBDxzWf5xp6pnJ0QgOz4cZquIXw62ujUOTypp7EFDVz9C1QrMzo2XOxyPkj1pP3DgANLS0pCTk4NLL70U5eXlAICKigo0NjbijDPOcDw2JCQECxYswMaNGwEAO3bsgMlkGvCYtLQ0TJgwwfGYozEYDOju7h7wQUTkKTurO/D8j7ahOA9dMAEp2lCPv2ZCJAfRERFR4Ntc3oarXt8Ko8WK08cle7ySzZ2unpONsyakwGQRcet7u9Cpd8/Gl4PNvbhvla2l+M4zRmFyZswJv8YfV79JpfFzhicgVO27lRXuIGvSPnPmTLz99ttYs2YNXn31VTQ2NmLOnDloa2tDY2MjACA5OXnA1yQnJzvua2xshEajQWxs7DEfczQPP/wwtFqt4yMzM9PN3xkRkY3eaMad/yuAxSrivMlpOHdimldelyftREQU6H4oacLS/2xFr8GMWblxWHHJZL/qaxYEAY9eNBHD4sNR19mHuz4ohNU6tP52g9mC29/fhT6TBXOGx+Om+cOd+jp/XP0mlcYH8tR4iaxJ+1lnnYULL7wQeXl5OO200/Dll18CAN566y3HY379D08UxRP+YzzRY+655x50dXU5PmpqaobwXRARHdtDX+5DZZseqdpQPLh4gtdeN5GD6IiIKICtKqzHDW/vgMFsxWljk/DmNTMQGaKSOyyXRYeq8fzlU6BRKbC2pBmvbigf0vM99k0p9jZ0IzZcjRWXTHa6Hc/fVr916o3YUWVrKTjZfsEhkMleHn+4iIgI5OXl4cCBA44p8r8+MW9ubnacvqekpMBoNKKjo+OYjzmakJAQREdHD/ggInK3dSXN+O+WagDAE7+dBG34sfvJ3C3BcdLunlI7IiIiX/HfLVX448pdMNur2F68cqpfl0dPSNfi/kW2QXGPrSnFtsr2QT3PutJmvP5zBQDg8YsmITna+XY8f1v99tOBVlhFYFRyJDJiw+UOx+N8Kmk3GAzYt28fUlNTkZOTg5SUFHz33XeO+41GI9avX485c+YAAKZOnQq1Wj3gMQ0NDSgqKnI8hohIDu06I/780W4AwLVzczB3RIJXX186ae/qM8Fg5jYNIiIKDC+tL8PfPy2CKAJXzsrCiosnQ630qZRmUC6bkYnzJqfBYhVx63s70eZie1tzTz/+9EEhAGDp7GE4bdyxDzCPxZ9Wv60rCZ7SeEDmpP1Pf/oT1q9fj4qKCmzZsgUXXXQRuru7sXTpUgiCgGXLlmH58uX49NNPUVRUhKuvvhrh4eG4/PLLAQBarRbXXXcd7rrrLqxduxa7du3ClVde6Si3JyKSgyiKuOeT3WjtNWBkUiTuPnO012PQhqmhspfEtfG0nYiI/JwoinjsmxLHlPhbFg7Hv86b4PFtLN4iCAKWX5CH4YkRaOo2YNn/Cpzub7daRdz1QSHadEaMSYnCPfap9K7yl9VvFquI9ftt1QAnj2bS7nG1tbW47LLLMHr0aCxZsgQajQabN2/GsGG2qY933303li1bhltuuQXTpk1DXV0dvv32W0RFRTmeY8WKFTj//PNx8cUXY+7cuQgPD8fq1auhVPpviQwR+bePd9ZhTXET1EoBKy6ZLEvJnkIhOHa1cxgdERH5M6tVxD8/L8IL9k0sfzlzDO4+c4xfDZ1zRkSICi9cMRWhagU2HGjF8+sOOvV1r/9cgQ0HWhGqtu2oH+z7Dn9Z/VZY24l2nRFRoSpMHRZ74i8IALIm7StXrkR9fT2MRiPq6urw8ccfY9y4cY77BUHA/fffj4aGBvT392P9+vWYMGHgIKfQ0FA8++yzaGtrg16vx+rVqzkNnohkU9Oux/32NSvLThuFCela2WJJiOLaNyIi8m8mixV3fFCAdzdXQxBsq1NvXujcRHR/NDolCv93fh4AYMX3+7HxBMnzntouPLbGVn3wz3PHYWRy1HEffyL+sPrtR3tp/PyRiQHRGuGM4PguiYi8wGIVcdeHheg1mDF1WCxuWiDvmwqetBMRkT/rN1lw87s78HlBPVQKAf++NB9XzPSfPeyDddHUDPx2agasInD7ygI09/Qf9XE6gxm3r9wFk0XEmeNTcPmMrCG/tj+sfvshiFa9SZi0ExG5yes/l2NrRTsiNEqsuHgylDL32SVGcoI8ERH5p16DGde8sQ3f72tGiEqBV343FYsnpckdltc8eN4EjE6OQmuvAbe/vwuWo/S337eqGBWtOqRqQ/HIhXluaRfw9dVvzd39KKrrBgAsGBX4q94kTNqJiNxgX0M3nlizH4CtPC0rXv71I9LaN5bHExGRP+nQGXHFq5uxqbwNkSEqvHXtDJwyxvVp6P4sTKPEC1dOQYRGic3l7Xj6+/0D7l9VWI+PdtRCIQArLpmMmHCNW17X11e/STFNytAi0f4+JxgwaSciGiKD2YI7/lcAo8WK08Ym4ZLpvjFXQyqPb2F5PBER+Ymm7n5c/PImFNZ2ITZcjfd+PxOzcuPlDksWwxMjsXyJrb/9uXUHHRPTa9r1+PsnewAAt548wu3/fXx59dsPQbbqTcKknYhoiJ76dj9KGnsQH6HBw0sm+sw0W+kKdCtP2omIyA9Ut+lx0UsbcaC5F8nRIfjgxtmYmBEjd1iyOm9yOq6YmQVRBO74XwFq2vW4feUu9Njn59x+6ki3v6avrn4zmq342T6YL1hWvUmYtBMRDcHm8ja8sqEcAPDwkjyfKtVKiLRPj+dJOxER+bj9TT246KWNqGnvw7D4cHx005whT0IPFP88dxzGp0WjXWfEOc9swK7qTkSFqvD0JZOh8sD09IGr39rc/vyDtb2yHb0GMxIiNciTcTuPHJi0ExENUne/CXd9UAhRBC6ZlokzxqfIHdIASTxpJyIiP1BY04mLX96E5h4DRidH4cMbZyMzTv7ZML4iVK3EC1dMQVSICt39ZgDA8gvyPPrf6NDqN98pkV9nj2XBqCQoZB72621M2omIBmn5l/tQ19mHzLgw/HPROLnDOYLU097db0a/ySJzNEREREfaWNaKy1/djE69CZMyY/C/G2chKTpU7rB8zrD4CDx58SREhahw3Uk5WOThSfq+uPpN6mc/Jcj62QFAJXcARET+yGC24NNddQCAxy6chMgQ3/txqg1TQ60UYLKIaNMZkR4TJndIREREDt/vbcIt7+2E0WzFnOHxeOV303zy96mvOGN8CnbemwS1B0rif+3Xq9/GpER7/DWPp7pNj7IWHZQKASeNTJA1FjnwpJ2IaBD21HbBYLYiPkKDWblxcodzVIIgOE7bWSJPRES+5MvdDbjx3R0wmq04fVwy/nP1dCbsTvBGwg743uo3qTR+2rBYaMPUMkfjfUzaiYgGYWtlOwBgenacz0yLPxrH2jcm7URE5COsVhH//LwIFquIC/LT8cIVUxCqVsodFv2KL61+k5L2YFv1JmHSTkQ0CNsq7El7jm+esksca984QZ6IiHxEaVMP2nVGhKmVeOyiiV47PSbX+Mrqtz6jBZvKbFPsg7GfHWDSTkTkMotVxPaqDgDAjGzfTtoda9940k5ERD5iS7ktAZuWHcuE3Yf5yuq3jWWtMJitSI8Jw8ikSNnikBP/lRARuai0sQc9/WZEaJQYm+rbO2QdPe08aSciIh+xudxWrTYrN17mSOhEpNP29fvlK5E/VBqf6NMtiZ7EpJ2IyEXb7P3sU4bFQuXjJwSHyuONMkdCRERk62ffUmE7tWXS7vvkXv0miiLWldgG4QVraTzApJ2IyGVb7f3svl4aD3AQHRER+Zb9zT3o0JsQplZiYoZW7nDoBKTVbw1dttVv3naguRd1nX0IUSkwOzf4Vr1JmLQTEblAFEXH5PgZPj6EDuAgOiIi8i1b7KXx7Gf3D3KvfvuhxFYaP3t4PMI0wbthgP9SiIhcUNWmR0uPARqlApMyY+QO54R40k5ERL5kczlL4/2NnKvf1tmT9pNHB29pPMCknYjIJdIp+8QMrV/slE20J+09BjP6TRaZoyEiomAmiiK22FvMZvpBtRrZyLX6ravP5NjWw6SdiIic5i/72SXRYSpo7OWHLJEnIiI5HWjuRbvOiFC1AhMzYuQOh5wk1+q3nw+0wmIVMTwxAlnx4V57XV/EpJ2IyAXS5Hh/GEIHAIIgcFc7ERH5BKk0ftqwOGhUTEP8iRyr36R+9mCeGi/hvxYiIic1d/ejsk0PQbCte/MXXPtGRES+4FA/u39c+KZDvL36zWoVHRcITmbSzqSdiMhZUj/72JRoaMPUMkfjPGkYHcvjiYhILqIoOibHz+QQOr9z+Oq3/U29Hn+9PXVdaO01IjJEhWnDeJGHSTsRkZOkfnZ/WPV2OE6QJyIiuR1s7kWbo5+d+9n9zeGr39Z5YYq8VBo/b2QCWynApJ2IyGlbK20TTKf7ST+7hLvaiYhIblJp/NRhsQhR+f72FTqSN1e/Sa8R7FPjJUzaiYic0NVnQkljNwBgeo7/9LMD4CA6IiKS3WapND6HpfH+ylur3xq7+lFY22V/zUSPvY4/YdJOROSEHVXtEEUgOz4cSVGhcofjkgSetBMRkYxs+9mlIXRM2v2VN1a/9RktuOW/OwAA+VkxSIr2r/dcnsKknYjICVsrbKXx/tbPDgCJkZweT0RE8ilr6UVrrxEhKgUmZbKf3Z95cvWbxSri9pW7sLO6E9owNR6/aKLbX8NfMWknInKCtJ/d3/rZgUMn7SyPJyIiOWyyl8ZPyWI/u7/z1Oo3URRx36oifLe3CRqVAq8tnYYRSVFue35/x6SdiOgE+k0W7K7tBOCnJ+32pL3XYEaf0SJzNEREFGwO7Wdnaby/89Tqtxd+LMO7m6shCMAzl072y0MST2LSTkR0AgU1nTBZRCRFhSArLlzucFwWFaJyrEthXzsREXnT4fvZZ+UyEfN3h69+c9cU+Y931OLxNaUAgPvOHYczJ6S65XkDCZN2IqITkPazT8+JgyAIMkfjOkEQHH3tLUzaiYjIi8padGjtNdj72WPkDofcQFr95o597T/tb8FfPt4NALhxQS6unpsz5OcMREzaicinrSttxiUvb0JFq062GLba+9ln+HGplmOCPPvaiYjIi6TS+PysGISq2c8eCNy1+q2orgs3v7sDZquI8yen4S+/GeOuEAMOk3Yi8llGsxV/+2QPtlS046Ufy2SJwWyxYmeV/06OlyRKu9p50k5ERF60pUIqjWc/e6Bwx+q3mnY9rnlzG3RGC+YMj8djF02CQuF/1YzewqSdiHzWxztr0dDVDwD4uqgBRrPV6zHsbeiGzmhBdKgKo5P9d4ppouOknWvfiIjIO0RR5BC6ADWU1W8dOiOWvrEVLT0GjEmJwktXTXXM3qGj438dIvJJJosVL/x40PHn7n4zNhxo8XocW+0nBNOy4/z6CnCCo6e9X+ZIiIgoWJS36tDSY4BGpcBk9rMHlMGufus3WXDdW9tQ3qJDmjYUb107A9Ghak+FGTCYtBORT/q8oB417X2Ij9DgshmZAIBVhfVej8Of97MfTkraedJORETeIk2Nz89kP3ugGczqN4tVxO3v78LO6k5Eh6rw1rUzkBwd6uFIAwOTdiLyORariBfW2U7Zr5+Xi4un2ZL27/Y2eXXPuCiK2FYp9bPHeu11PcFRHs+ediIi8hKWxgcuV1e/iaKI+1cV49u9TdCoFHht6XSM9OO2Q29j0k5EPufLPQ0ob9UhJlyNq2YPw+TMGGTEhkFvtGBtSZPX4ihr6UW7zogQlQJ56TFee11PSODKNyIi8iL2swc+afXbj6Unbl98cX0Z3tlcBUEAnr5ksl8P95UDk3Yi8ilWq4jnfjgAALh2bg4iQ1QQBAGLJqUBAFZ7sUR+a4XtlD0/K8bvB6QkcuUbERF5UUWrDs09BmiUCuRnxcgdDnmANIxuW2X7cVe/fbKzFo99UwoA+Oc543B2XqpX4gsk/v0ulIgCzrd7G7G/qRdRISosnZPtuH2xPWlfV9qC7iHsBHXFtgDYzy5JsK980xkt0BvNMkdDRESBTlr1Npn72QOWM6vfNhxowd0f7QYA3DA/F9eelOPNEAMGk3Yi8hmiKOLZH2y97EvnZEMbdmia6JiUKIxIioTRbMW3xd4pkZcmx08PgBKuyBAVQuzVAhxGR0REnsbS+OBwvNVvRXVduOmdHTBbRSyalIa/njnG2+EFDCbtROQz1pU2o7i+G+Ea5RFXYgVBcJy2e6NEvr6zD3WdfVAqBEzJ8u8hdIDtv59UIs++diIi8qQB/ewBcOGbju1Yq99q2vW45s1t0BktmJ0bjyd+O9GvV+fKjUk7EfkEURTxzFrbKftVs4YhLkJzxGPOnWjrgfr5YCvaPJx4SqXx49OiERGi8uhreYtjGB372omIyIOq2vRo6pb62f3/wjcd29FWv3Xqjbj6ja1o6TFgTEoUXrpqKkJUbJEYCibtROQTfj7YioKaToSoFLh+Xu5RH5ObGIkJ6dGwWEV8XdTo0XikXjx/389+OMeudp60ExGRB0mn7JMzYxCmYbIWyH69+q3fZMH1b21HWYsOqdpQvHHN9AHtjjQ4TNqJyCc8az9lv2xGlqOM+2i8VSK/zZ60B9JKEu5qJyIib5CS9pm5gfM7lI5NWv22tqQZf1y5C9urOhAdqsJb185AqjZM5ugCA5N2IpLd5vI2bK1sh0apwE0Lhh/3sedMtCXtWyvb0djV75F4OnRGHGi2lXgF0kl7on2CPMvjiYjIU2z97LYL3xxCFxykYXRbK9qxprgJGqUCr/xuGkYlR8kcWeBg0k5EsnvOPjH+t9MykKINPe5j02PCMD07FqIIfLHbM6ftUj/7iKTIo/bW+yuetBMR+T5RFGGxiid+oI+qbtejsbsfamVgDHKlE5NWv0meumQSL9i4GZN2IpLVzuoO/HywFSqFcMJTdskiD5fIS0l7IJ2yAxxER0Tk60wWK8599mec8uSPqG7Tyx3OoLCfPThdNDUDCgG4b9E4nGuviiT3YdJORLJ6du0BAMAF+enIjAs/waNtzpqQCoUAFNZ2oapN5/aYtlZ2AABm5ATWCUGC46Sde9qJiHzRl7sbUFzfjao2PS57dTPqOvvkDsllUmn8zByetAaTP5w8AoX3nYFr5uac+MHkssDYY0REfmlPbRfWlbZAIdh+2DsrMSoEc0ckYMOBVnyxu8Glrz0RncGMorouAIF30p7I6fFEFKBEUUSvwYwOnQltOgM69Ea060xo1xmO+N8OvQltvQaEqpV4/4ZZGJ4YKXf4AGzfw6sbygEAGqUCdZ19uPzVzfjgxtlIjj5+65ivEEURW6T97CyPDiqCICAqlFPiPYVJOxHJ5rl1tlP2xZPSkJ0Q4dLXLpqYhg0HWrGqoN6tSfuu6k5YrCLSY8KQEevcyb+/kE7a9UYLdAZzwOyfJ6LAZ7GK+La4EaVNPejQGdGmMw5IzDt0JhgtVpees7vfjGfXHsDTl+Z7KGrXbCprQ3F9N0LVCnxy81zc+O52VLXpcfmrm7HyhtnH3aziK2ra+1DfZe9nHxYjdzhEAYPv2IhIFiWN3VhT3ARBAG49xfWk+zcTUvD3z/agtKkHpY09GJ3ingmlWx397IFVGg8AERolwtRK9JksaO01MGknIp9ntYr4qqgBK77bj7KWE7dDhaoViI8IQWyEGnERIYgLt/9vxMD/7e4z4fq3t2NVYT3uPH00suLlv0grnbL/dmomxqVF473rZ+GSlzehrEWHK1/bgvdvmOXzw1GlfvaJGTEI1/B3DJG78F8TEclCmhh/9oRUjEhyPeHWhqmxYFQSvt/XhNWF9RidMtotcUn72acH0H52iSAISIjSoKa9Dy09BgyLd626gYjIW0RRxNp9zXjyu/3Y19ANwPZz/8zxKUiI0iA2XIP4SPv/2pP0+IgQlwafzR+ViJ/2t+Dln8rw0AV5nvpWnHKgqQfrSlsgCMB1J9l6gjPjwvHe72fh4pc3obSpB1e9vgXvXT8L2nDfLUHeXCGVxgfe71AiOTFpJyKvO9jciy/3NABwrZf91xZNSrUl7bvrcdcZoyAIwpDiMpqt2FVjH0IXYP3skoTIENS097GvnYh8kiiK2HCgFU9+tx+FNZ0AgMgQFa6fl4NrT8pBtBt7Zv+wcDh+2t+CD3fU4o+njkSSjH3jr22oAACcMS55QLtYdkIE3vv9LFz6yiYU13fjd29sxbvXzfDJ3mFbPzv3sxN5AqfHE5HXvbDuIEQROG1sMsalRQ/6eU4fl4wwtRJVbXrssQ+PG4qi+i70m6yIDVdjRJJvDCZyN2kYXQsnyBORj9lS3oZLXt6M3/1nKwprOhGmVuLmhcOx4e6Tsey0UW5N2AFgRk4cpg6LhdFsxes/V7j1uV3R3NOPT3fVAQBumJ97xP0jkiLx7vUzERuuRmFNJ655Yxt0BrO3wzyh2o4+1HX2QaUQMHVY4LWYEcmJSTsReVVVmw6f2/er337q0AbIhWtUOHVsEgBgVcHQd7ZvrTi0n32op/a+ShpGx13tROQrCmo6cdXrW3DJK5uxtbIdGpUC187NwU93n4y/nDkGsR7q4xYEAbcsHA4AeHdzFbr0Jo+8zom8s6kKRosV+VkxmDrs6FVeY1Ki8c51MxEdqsL2qg5c99Y29BktXo70+DY5+tm17GcncjMm7UTkVS/+WAaLVcSCUYmYmBEz5OdbPCkNAPDF7gZYreKQnkvqZ58RgP3sEq59IyJfsbe+G9e/tR3nP/8LNhxohUoh4IqZWVj/54W4d9E4r0xLP2VMEsakREFntODtTZUef71f0xvNeGdzFQDghnlHnrIfbkK6Fm9dOwORISpsLm/HDe9sR7/JdxJ3lsYTeQ6TdiLymrrOPny8sxbA0E/ZJQtGJyIqVIXG7n5sr+oY9PNYraLj6wNtP/vheNJORHI72NyDP7y3E2c/swHf72uCQgAumpqBdX9aiIcuyEOqNsxrsQiCgJvtp+3/+aUCeqN3y84/3lGLTr0JWXHhOGN8ygkfn58VizeumY5wjRIbDrTiD//dCaPZtVV3nrKZ+9mJPIZJOxF5zUs/lsFkETE7N/6YJYCuClEp8Rv7G51VhXWDfp79zT3o6jMhXKPE+CH02fu6xEhbmSlP2onI26radLjzgwKcseInfLnbNox00aQ0fHfnAjzx20nIjJNn7do5eanIigtHh96ElVtrvPa6FquI1+y99NedlAOlwrm2rOnZcXht6TSEqBRYW9KM29/fBbOLO+rdraZdj7rOPijZz07kEUzaicgrmrr78b/ttjdDt7nplF0ilch/tadx0G9cpNL4KVmxUCkD90ejVG7KpJ2IvKW+sw/3fLIHpz65Hp/srINVtE1J//qP8/DsZfkYnijv4E+VUoGbFthO21/dUO61k+vv9jahqk0PbZgav52W4dLXzhmegFd+Nw0apQLfFDfijg8KYRlii9hQbLH/Dp2YoUVECPvZidwtcN+ZEpFPeeUn2xuhacNiMdvNpXNzhscjPkKDdp0Rv5S1Deo5thw2hC6QJUQeKo8XRfne4BFR4GvpMeD+VcVY+PiPeH9rNcz2eSaf/2EuXvndNIxN9Z2qpgunpiMpKgQNXf34bNfgq7Zc8eqGcgDAlbOyBjW4bcGoRLxwxRSoFAJWF9bj7o92D3m2y2CxNJ7Is5i0E5HHtfYa8N8ttkE7t5060u2T2VVKBc7OSwUArC50fYq8KIrYVhn4Q+iAQ0l7v8kKnY9NHiaiwNBrMOOp7/ZjwePr8ObGShgtVszMicOHN83GW9fOwKTMGLlDPEKISonr5+UAAF5aX+bxU+sdVR3YUdUBjVKBpbOzB/08p41LxrOX5UOpEPDxzlr8/bMiWS7IMmkn8iwm7UTkca9tqEC/yYpJGVrMH5ngkddYZC+RX1PUCIPZtWS0pr0PTd0GqJUC8rNiPBCd74gIUSFcowQAtHIYHRG5kcFswRu/VGDBY+vwzNoD0BstmJShxbvXzcTKG2b5fCXT5TOHQRumRnmrDt8UNXr0tV6zn7KfNzkNSdGhQ3qus/JS8dTFkyAIwPtbq/HA6r1eTdxrO/So7WA/O5EnMWknIo/q0Bnxjn2Nzq2nuP+UXTJtWCxStaHoMZjxY2mLS1+71X7KnpeuRaha6YnwfIqjRJ597UTkBlariM8L6nDaU+vxwOq9aNMZkZsQgReumILP/jAXJ41M8NjPfneKDFFh6ZxsAMALPx70WOJb1abDmmLbRYHrT7DmzVnnTU7HYxdOBAC8ubESD39d4rXEXVr1lpeuRST72Yk8gkk7EXnUGxsroTNaMDY1GqeNTfLY6ygUAs6dOLgSeWkI3fQAL42XOIbR8aSdyCmiKOI/P1fg2bUHoDN4dyWYLxNFET+WNuPcZ3/GH1cWoKa9D0lRIVh+QR7W3DEfZ+el+kWyfrhr5mQjTK1EcX03fjrQ6pHX+M/PFbCKtp700SlRbnve307LxEMXTABgmyOz4rv9bnvu42FpPJHnuXw5zGAwYOvWraisrIRer0diYiLy8/ORk5PjifiIyI9195vwxi+2dTa3nTLC42/eFk1Kw6sbKvD9viboDGanJ9g6+tl9vHTTXRLsa9940k50YmaLFX/9ZA8+2lELAFi5rQb/d/4EnDzGcxch/UFhTSce+boEm+wJW1SICjctHI5r5+YgTOO/FUuxERpcPjMLr/9cgefXHcSCUYluff5OvREfbLf9Xfq9m07ZD3fFzGEwmq14YPVePPPDQWhUCtx6yki3v87hNlfY/g7MzA2O36FEcnA6ad+4cSOeffZZfPbZZzAajYiJiUFYWBja29thMBiQm5uLG264ATfddBOiotx31ZCI/NfbGyvR02/GiKRInGnfpe5JeelaZMeHo7JNj+/3NeG8yekn/Jrmnn6Ut+ogCMA0N+2O93VSeTxP2omOr99kwW3v78J3e5ugVAhIjAxBXWcfrnlzGxZNSsO9545zVK4Ei/KWXjzxbSm+2mMr79YoFVg6ZxhuWTgCsREamaNzj+vn5eDtTZXYWtGOHVXtmOrG3w3/3VKNPpOt+mzuCM+cTF8zNwdGsxUPf12CJ77dD41KgRvmD/fIa9V19qGm3dbPPo397EQe41R5/HnnnYeLLroI6enpWLNmDXp6etDW1oba2lro9XocOHAA//jHP7B27VqMGjUK3333nafjJiIfpzOY8frPtlP2W08eAYXC8yWSgiA4BtKtLmxw6mu2V3YAAEYnR0EbrvZYbL5ESjJaeo0yR0Lku3r6Tbj6ja34bm8TNCoFXrpyKn740wL8fl4OFIKtDefUJ3/E/7ZVB8X6xObufvzt0z04fcVP+GpPIwQBuGhqBtb9eSH+fs64gEnYASBVG4Yl+ba96S+sK3Pb8xrMFry5sRIA8Pt5OR6tPrtxwXDcefooAMDyr0rwH/vvY3fbYq+0mJCuRVRocPwOJZKDUyftZ5xxBj788ENoNEf/gZybm4vc3FwsXboUxcXFqK93feUSEQWWdzdXoUNvQnZ8uKPX3BsWTUrDsz8cxPr9zejSm06YiG+tCI5Vb4c7fFc7ER2prdeAq9/Yhj11XYgMUeG1pdMc/bp/P2cczpucjr9+shtFdd34y8d78MnOOixfkofhiZEyR+5+3f0mvLy+DK//bNsCAgCnjknCn88cjTEpvrNn3d1uWjgcH+6owdqSZuxr6HbLTvlVBfVo6TEgJToU505Mc0OUx3f7qSNhNFvx3LqDePCLvRAE2ym8Ozn62YPodyiRHJw6af/DH/5wzIT918aPH4/TTz99SEERkX/rN1nwqn2dzS0nj4BK6b2Zl6OSozAmJQomi+iYzns8Uj+7r68icifHIDr2tBMdoa6zD799aRP21HUhPkKDlTfMOmLA1oR0LT67ZS7+cc5YhKmV2FLRjrOe3oBn1h6A0WyVKXL36jdZ8NqGcsx/bB2eX1eGfpMVU4fF4sObZuP1q6cHdMIOADkJETgrz3bB+cUfh37aLooiXttgO+2+em42NCrv/F6864xRuGWhrTT+gdV7HXNm3GWzfXI8h9AReZbLPzFyc3PR1tZ2xO2dnZ3IzXX/QA0i8j/vb61Ga68RGbFhuCD/xH3l7iaVyK86wRT5nn4T9jV0A+BJOxEBB5t7cNGLG1HeqkN6TBg+uGk2JqRrj/pYlVKB6+fl4ts75mPBqEQYLVY89d1+nPPMBmy3Xwz0Fp3BjJYeA1p6DGjtNaDN/tGuM6LD/tGpN6JLb7J99JnQ3W/76Ok3oddghu6wj4921OLUJ9fj/77ch069CSOSIvHKVVPx0U2zg+oC580LbMnuF7vrUdWmG9Jz/XSgFaVNPYjQKHHZjCx3hOcUQRDw59+M9kjiXt/Zh+p2PRQCMC2b/exEnuTy9PjKykpYLJYjbjcYDKirq3NLUETkv6xWEa/8ZDtlv3nhcKi9eMouWTQxDY+vKcXGsla09BiOOShqR1UHrCKQFReO5OhQL0cpn8TIQyftoij63UomIk8orOnE1W9sRYfehOGJEXjnuplIiwk74ddlxoXjzWumY/XuBjy4uhgHmntx0UubcMXMLPzlrDGI9kCfryiKKG3qwdp9zVhX0oyd1bafZe6Wqg3FHaeNwpIp6V6tmPIVE9K1WDg6ET+WtuCl9eV4eEneoJ/rVfvvxUumZ0Eb5t3ebylxB4AXfizDA6v3Ahh6qfwW+9T4PPazE3mc00n7qlWrHJ+vWbMGWu2hK88WiwVr165Fdna2W4MjIv9T1a5HQ1c/QlQKXDQ1Q5YYsuLDMSkzBoU1nfi6qAG/m5191MdJ/ezBdHIEAAlRtnYng9mKXoOZb7Yo6G082Irfv70dOqMFkzK0eOOaGYhzYbCaIAhYPCkN80cmYPlX+/DB9lr8d0s1vtvbhAcWj8eZE1KGfHGsz2jBpvJWR6Je39X/qxgAd83DiwlX4+YFw7F0TjZC1f67vs0dblk4Aj+WtuDjHbVYdtrIQV3g3VvfjZ8PtkKpEHDN3Gz3B+kETyTum8tsv0NnsjSeyOOcTtrPP/98ALZ/9EuXLh1wn1qtRnZ2Np588km3BkdE/qeorgsAMCY1GiEq+d7sLZqYisKaTqwqqD9m0i71s88MotJ4AAjXqBChUUJntKClx8CknYLaN0WNuP39XTBarJg7Ih4vXzUNkSEuFyICAGLCNXjsokk4Pz8df/+0CBWtOtz83504bWwyHjxvvFMn94er6+zDDyXN+GFfEzaWtcFwWL98iEqBuSMScPKYJJw8OhEZseEDvlYURUcSL9r/fOhz6XZxQKIvfa5RKaD0wsYPfzAjJw7ThsVie1UHXv+5An87e6zLz/GafcbLWRNSkBkXfoJHe467E3fppH0W97MTeZzTv5WsVtsvipycHGzbtg0JCQkeC4qI/FdRvS1pn5Am75Cicyem4aGv9mF7VQfqOvuQ/qs3y/0mCwprbLFOD7KkHbANo9O16dHaa0RuotzREMnjg201+Osnu2EVgTPHp+Dfl012y8XGOcMT8PUf5+H5dQfx4o9l+H5fEzaVteLPvxmNq2ZnHzMhNlus2FXTaU/Um1Ha1DPg/jRtKE4Zm4RTxiRhdm4CwjTHjlUQBAw83GcSPlh/OHkErnlzG97dXIVbFg5HTLjzVRgNXX2O+So3zJd/9tPREncBwNUuJu4NXX2obJP62YPvdyiRt7l8KbmiwjN7HokoMBTX2Qa7HWt4k7ekaEMxIzsOWyra8UVhPW60DxSS7K7tgtFiRUJkCLLj5Tv5kEtCZAgq2/QcRkdB65WfyrD8qxIAwCXTMvHQBRPc2rcdqlbirjNG49yJabjnk93YWd2J+1fvxacF9XhkSZ5jhVin3oj1+1uwdl8z1u9vQVefyfEcCgGYkhXrSNRHJ0dxBoUMFo5OxNjUaOxr6MZbG6vwx9NGOv21b26shNkqYkZOHCZmxHguSBdIibsI22T8++0n7q4k7lvsU+PHp2k9MreBiAZyOml/++23nXrc7373u0EHQ0T+TRRFFDtO2uVN2gFg8eQ0bKlox+rdRybtUmn8jJzYoHwTnBDJtW8UnERRxKPflOKl9bY1XjfOz8VfzxrjsZ8Do1Oi8NFNc/DfrdV47OsSFNZ0YtGzP2PJlHRUtOocAzEl2jA1Fo5OxCljkjB/ZCJiXeitJ88QBAE3LxyO29/fhTc2VuD6eTmIcKKFotdgxntbqgEAN8yT/5T9cIIg4G77iftgEneWxhN5l9NJ+9VXX43IyEioVCpHX9SvCYLApJ0oiNV39aNDb4JKIWBUSqTc4eCsCam49/NiFNV1o7ylF7mJh2IK1iF0Eu5qp2BksYr4+6d7sHJbDQDgr2eNwU2/uqDnCQqFgKtmDcPpY5Nx/6pifFPciA+21zruH50c5ThNz8+MCcpJ7b7unLxUPPVtKSrb9Hh/azWudyIJ/9+2GvT0m5GbGIFTxiR5IUrXDCVx5352Iu9yOmkfO3YsmpqacOWVV+Laa6/FxIkTPRkXEfkhaQjdqOQoWYfQSeIiNDhpRALW72/B6sIGR0mjxSpiR1UHgOBN2rmrnYKNwWzBspUF+LqoEQoBWH5BHi714r5swNa289JVU/Hd3ib8UNKEcWnaow6RI9+jVAi4ccFw3PPJHry2oQJXzR523N9zZosV//nZ1lJ6/Um5UPjoYL/BJO6NXf2oaNWxn53Ii5y+lFtcXIwvv/wSfX19mD9/PqZNm4YXX3wR3d3dnoyPiPxIsT1pHy/zELrDLZ6UBgBYVVjnqBLa19BtW3UWonL0lQYbnrRTMNEZzLjuze34uqgRGqUCz18+xesJ++FOH5eMh5dMxFWzhjFh9yNLpqQjOToEjd39+GxX3XEf+3VRI+o6+xAfocGSKeleinBwpMT95oW2qpP7V+/Fm78ce4aVVBo/Li3a6zvniYKVS/VXM2fOxMsvv4yGhgbcfvvt+OCDD5CamoorrrgCBgPf+BF5U0uPARsOtMgdxgBF9b4xhO5wZ4xPhkalQFmLDvsabJOYpdL4qdmxQbvWKCHS1ifb0muUORIiz+rQGXH5a1vw88FWhGuU+M/V03FWXqrcYZEfClEp8Xt7WfxL68thsR69XVQURceat6tmD/OLXfdHS9zf2lh51Mc6SuNzWBpP5C2DapoKCwvD7373OzzwwAOYMWMGVq5cCb1e7+7YiOg4bn1vJ656fatPJe5SefyEdN85vY4KVeOU0bZewtW7bWt3pCF0wVoaDwAJ0kk7y+MpgDV29ePilzehsKYTMeFqvPf7WThpJFfW0uBdNiMLMeFqVLTq8HVRw1Efs7WiHYW1XQhRKXDVrGFejnDwpMRdmvNw36rioybuW8qlIXRM2om8xeWkva6uDsuXL8fIkSNx6aWXYvr06SguLkZsbKwn4iOio6jr7MMW+2nxLwfbZI7GprmnH809BggCfK7kfJG9RH51YT2sVvGwyfHBm7QnSj3tvYZjDhcl8metvQZc+OJGHGjuRUp0KD68cTYmZ8bIHRb5uYgQFZbOzgYAvLCu7Kg/P1/dYCstv3BqBuLtP2v9hSAI+MuZx07cm7v7Ud6qgyAA04P4dyiRtzmdtH/wwQc466yzMHLkSGzbtg1PPvkkampq8Nhjj2HMmDGejJGIfuXrPYeu7hfUdMgYySHF9tL44YmRCNc4PePSK04Zk4QIjRK1HX34dFcdWnuN0KgUmJjhO2X83ib1tBvNVnT3m2WOhsj9PttVh7rOPmTGheGjm2djZHKU3CFRgLh6TjbCNUrsbejGj/sHVruVtfTi+31NAIDrTnJ+77kvOV7ivtl+YDAulf3sRN7k9DvrSy+9FFlZWbjjjjuQnJyMyspKPP/880c87vbbb3drgER0pC8PS9p313bBYhVl782WhtBN8KEhdJIwjRKnj0vGZwX1eOSbEgDA5MwYn5hwL5dQtRKRISr0Gsxo7TXwzRcFnJJG2wyLC6dkcNgbuVVshAaXz8jCaz9X4MV1ZTh59KF1bq/bJ8afNjYZwxPlX306WFLiDgAvrS/DfauKAQClTbZ/VyyNJ/Iup5P2rKwsCIKA995775iPEQSBSTuRh9V39mFXdScEAQhRKaA3WrC/qUf2kvSiOt8bQne4RZPS8FlBvWPF2Ywg7meXJEaF2JL2HoNfv7kkOppSe9I+JoUn7OR+18/LxVubKrG1sh3bKtsxPTsObb0GfLyjFgDw+3n+ecp+uKMl7uEa28XumSyNJ/Iqp5P2yspKD4ZBRM76yn7KPj07DkpBwKbyNhTUdMqftNdL6958M2mfNzIR2jA1uvpMANiLB9gmyFe06tDCtW8UYCxWEfvtJ4KjU3yv+of8X4o2FBdNzcD7W2vwwrqDeOOaGXhncxUMZismZWgDZmbKrxN3vdECQQjumTBEchjU9Hgiko+UtJ+Tl4rJWTEAgILqTvkCAtCpN6K2ow+AbW+rL9KoFDhrQgoAQCEAU+z/7YJZIifIU4CqbNPBYLYiTK1EVhxL48kzbpw/HAoBWFfagp3VHXh7UxUA2ym8IATOOtFf97jnZ8YgJlwjc1REwcWppH3lypVOP2FNTQ1++eWXQQdERMdW39mHnfbS+LMmpCDfPgm5oKZT1rikIXRZceE+3Rt90dQMxwlBVKjvxuktCYdNkCcKJFJp/KjkSNnnfVDgyk6IwNl5qQCAG97ejnadEekxYY4LxIFEStzf//0svHjlVLnDIQo6TiXtL774IsaMGYNHH30U+/btO+L+rq4ufPXVV7j88ssxdepUtLe3uz1QIjqsNH5YHJKiQx0n7fube9DTb5ItLl/cz34007LjsPrWk/D85VPkDsUnSEl7a49R5kiI3EsaQjea/ezkYbcsHAEAaO21/Ry99qQcqJSBWcgqCAJmD49HcnSo3KEQBR2nfqqsX78eTzzxBH744QdMmDAB0dHRGDlyJPLy8pCRkYH4+Hhcd911yM7ORlFRERYtWuTpuImCkpS0n51nu4qfFBWK9JgwiCKwp7ZLtriK7CftvtrPfrgJ6Vq/25vrKY7yeJ60U4ApabD9TBrDfnbysHFp0Th5dCIAICpUhUumZ8ocEREFIqcH0Z177rk499xz0dbWhp9//hmVlZXo6+tDQkIC8vPzkZ+fD4UiMK8sEvmCAaXx9nI8wLa6rK6zD7tqOjFnRIIssRXXSyftvp+00yEsj6dAJa2l4uR48oY//2YMylp0uH5eDiJDnH5rTUTkNJd/ssTHx+O8887zRCxEdBxfFzUCAKYNix1QmpafFYMv9zTI1tfeazCjolUHABjvo0Po6Og4iI4Ckc5gRnW7HgDL48k7xqVF46e7T5Y7DCIKYDwaJ/ITh0rjUwfcPtk+jG5XdSdEUfR2WNjX0A1RBFK1oY6TW/IPCZG26b+tvUZZ/u4QecL+ph6Iou2iFFthiIgoEDBpJ/IDDV192FHVAQA4a8LApH1CuhYqhYDWXgPqOvu8Hps0hI6n7P5HushitFjR3WeWORoi95Amx7M0noiIAgWTdiI/8PUeW2n89OxYpGgHTm0NVSsxJtX25lSOEvmiOv8ZQkcDhaqViAq1dUmxr50ChWNyfDKTdiIiCgxM2on8wLFK4yX5mbEAgILqTm+F5MAhdP4tURpGx752ChAljfbJ8ams/iEiosDApJ3IxzV09WH7MUrjJY6+di+ftPebLDjQ3AvA93e009ElcO0bBRBRFFkeT0REAWdQeylqa2uxatUqVFdXw2g0DrjvqaeecktgRGQjlcZPG3ZkabxkclYMAFt/uclihVrpnetxpY09sFhFxEdokBJ99NjIt0kn7UzaKRC09BjQoTdBIQAjkiLlDoeIiMgtXE7a165di8WLFyMnJwelpaWYMGECKisrIYoipkyZ4okYiYLaiUrjASAnPgLRoSp095tR0tCDvAzvlKoX2Uvjx6drIQiCV16T3EuaIM/yeAoE++yn7DkJEQhVK2WOhoiIyD1cPo675557cNddd6GoqAihoaH4+OOPUVNTgwULFuC3v/2tJ2IkClqNXf2HSuPzUo75OIVCwOQse197TYdXYgMODaGbwMnxfiuR5fEUQEqlfvYU/kwiIqLA4XLSvm/fPixduhQAoFKp0NfXh8jISDz44IN49NFH3R4gUTD7ush2yj51WCxStWHHfezh+9q9hUPo/F8CB9FRAHFMjmc/OxERBRCXk/aIiAgYDLY3d2lpaSgrK3Pc19ra6r7IiMip0nhJvj1p99baN5PFipIG2xtk7mj3XwmOnnbjCR5J5Pukn0kcQkdERIHE5Z72WbNm4ZdffsG4ceNwzjnn4K677sKePXvwySefYNasWZ6IkSgoNXUfKo0/+zil8ZJJ9qS9vFWHLr0J2nC1J8PDgaZeGC1WRIWqkBUX7tHXIs9heTwFCrPFioMttm0WLI8nIqJA4nLS/tRTT6G31/ZL8f7770dvby/+97//YcSIEVixYoXbAyQKVl/vaYAoOlcaDwBxERpkx4ejsk2PgtpOLBiV6NH4HEPo0qI5hM6PHb7yTRRF/n9JfquyTQej2YpwjRIZsSf+mUlEROQvXE7ac3NzHZ+Hh4fjhRdecGtARGTzpQul8ZLJmTGobNNjV3WHx5P24jp7P3sa+9n9mTQ93mQR0dVnQky4RuaIiAZnX8OhfnaFghefiIgocHhnmTMRucTV0njJZC/2tRfX2yfHcwidXwtRKREdart+y2F05M9KG9nPTkREgcmpk/a4uDjs378fCQkJiI2NPW75ZHt7u9uCIwpWUmn8lKwYp0rjJdLat8KaTo+WOlusIvY2SEk7e0f9XUJUCLr7zWjpNWBkMhMe8k+OyfH8O0xERAHGqaR9xYoViIqy/RJ8+umnPRkPEQH4ak8jANdK4wFgXGo0NCoFOvQmVLXpkZ0Q4YnwUNGqg95oQZhaiZyESI+8BnlPYmQIylt0nCBPfq1E2tGeyguJREQUWJxK2qW97L/+nIjcr7m7H9uqbBUrribtGpUC49Oisau6E7tqOjyWtEv72cemRkHJ3lG/Jw2jY3k8+ategxm1HX0AWB5PRESBx+VBdABgsVjw6aefYt++fRAEAWPHjsV5550HlWpQT0dEh/m6qBGiCORnxSAtxvUJyJMzY7CruhMF1Z24ID/DAxECRdIQOvazB4TESK59I/8m9bMnR4dwmCIREQUcl7PsoqIinHfeeWhsbMTo0aMBAPv370diYiJWrVqFvLw8twdJFEykqfHnuHjKLvHGMLqiOns/OyfHB4REnrSTn3OUxnM/OxERBSCXp8dff/31GD9+PGpra7Fz507s3LkTNTU1mDhxIm644QZPxEgUNJq7+7GtcnCl8ZIp9mF0exu60W+yuC02iSiKjvL48RxCFxCktW88aSd/xcnxREQUyFw+aS8sLMT27dsRGxvruC02NhYPPfQQpk+f7tbgiILNUEvjASAjNgzxERq06Yworu/G1GGxJ/4iF9R29KG73wyNUoGRSXyDHAikk3Ym7eSvHJPjmbQTEVEAcvmkffTo0Whqajri9ubmZowYMcItQREFq6GWxgOAIAgeLZGX+tlHp0RBo3L5Rwj5oIRIlseT/xJFESUNLI8nIqLA5dQ77u7ubsfH8uXLcfvtt+Ojjz5CbW0tamtr8dFHH2HZsmV49NFHPR0vUcA6vDT+rCEk7YBn+9qL6qUhdHxzHCikk/a2XiOsVlHmaIhc09jdj+5+M5QKAcOTPLMxg4iISE5OJe0xMTGIjY1FbGwsFi1ahL179+Liiy/GsGHDMGzYMFx88cUoKirCokWLBh3Iww8/DEEQsGzZMsdtoiji/vvvR1paGsLCwrBw4UIUFxcP+DqDwYDbbrsNCQkJiIiIwOLFi1FbWzvoOIjk8k2xrTR+cmYM0gdZGi/Jt/e176rucEdoA0hD6MZzCF3AiI+wJe1mq4iuPpPM0RC5RiqNz02IQIhKKXM0RERE7udUT/u6des8GsS2bdvwyiuvYOLEiQNuf+yxx/DUU0/hzTffxKhRo/B///d/OP3001FaWoqoKFvf2rJly7B69WqsXLkS8fHxuOuuu3Duuedix44dUCr5y5v8x5e7h14aL5mYqYUg2PrPW3sNjvLnoRJF0VEePz6NJ+2BQqNSQBumRlefCS29BsRGcGUW+Y+SBvsQulT+TCIiosDkVNK+YMECjwXQ29uLK664Aq+++ir+7//+z3G7KIp4+umn8fe//x1LliwBALz11ltITk7Ge++9hxtvvBFdXV14/fXX8c477+C0004DALz77rvIzMzE999/j9/85jdHfU2DwQCD4VDvZnd3t8e+PyJnNPf0Y6ujND5lyM8XHarG8MRIHGzuRUF1J04blzzk5wSApm4D2nRGKBUCxvINckBJjApBV58JrT0GjErmMC/yH6WOdW/8e0tERIFp0FOk9Ho9SkpKsHv37gEfrvrDH/6Ac845x5F0SyoqKtDY2IgzzjjDcVtISAgWLFiAjRs3AgB27NgBk8k04DFpaWmYMGGC4zFH8/DDD0Or1To+MjMzXY6byJ3W2KfGT8qMQUZsuFue0xN97dIp+4jESISqWckSSKS1by2cIE9+xjE5nhebiIgoQLm88q2lpQXXXHMNvv7666Peb7E4vxd65cqV2LlzJ7Zt23bEfY2NjQCA5OSBJ4TJycmoqqpyPEaj0QxYPyc9Rvr6o7nnnntw5513Ov7c3d3NxJ1k9YW9NP5cN5TGS/KzYvDRjlrsqnFfX3sR97MHrMSoUACcIE/+xWSxoqylFwAwJpVJOxERBSaXT9qXLVuGjo4ObN68GWFhYfjmm2/w1ltvYeTIkVi1apXTz1NTU4M//vGPePfddxEaGnrMxwmCMODPoigecduvnegxISEhiI6OHvBBJBd3l8ZLpJP23TVdbpsIXlxvK0OdwCF0AUc6aW/tNcocCZHzylt0MFlERIWohjzAk4iIyFe5nLT/8MMPWLFiBaZPnw6FQoFhw4bhyiuvxGOPPYaHH37Y6efZsWMHmpubMXXqVKhUKqhUKqxfvx7PPPMMVCqV44T91yfmzc3NjvtSUlJgNBrR0dFxzMcQ+TpPlMYDtlLRMLUSPQaz4yRqqIrrpHVvTNoDDXe1kz8qsfezj0qJOuEFfSIiIn/lctKu0+mQlJQEAIiLi0NLSwsAIC8vDzt37nT6eU499VTs2bMHBQUFjo9p06bhiiuuQEFBAXJzc5GSkoLvvvvO8TVGoxHr16/HnDlzAABTp06FWq0e8JiGhgYUFRU5HkPk677cI02Nd98pOwColArk2ZPrXW7oa2/rNaC+qx8AMI6T4wOOtKu9lT3t5EekfnYOoSMiokDmck/76NGjUVpaiuzsbEyePBkvv/wysrOz8dJLLyE11fl+3KioKEyYMGHAbREREYiPj3fcvmzZMixfvhwjR47EyJEjsXz5coSHh+Pyyy8HAGi1Wlx33XW46667EB8fj7i4OPzpT39CXl7eEYPtiHxRS48BWyvspfET3NfPLsnPisHWynbsqu7ExdOGNrdBKo3PTYhAZIjLPzrIxyXypJ38UCmTdiIiCgIuv/NetmwZGhpsJ4P33XcffvOb3+C///0vNBoN3nzzTbcGd/fdd6Ovrw+33HILOjo6MHPmTHz77beOHe0AsGLFCqhUKlx88cXo6+vDqaeeijfffJM72skvfFPcCKsITMrQIjPOfaXxEndOkJeG0PGUPTBJ5fE8aSd/IiXto1P4c4mIiAKXy0n7FVdc4fg8Pz8flZWVKCkpQVZWFhISEoYUzI8//jjgz4Ig4P7778f9999/zK8JDQ3Fs88+i2effXZIr00kh6/sU+PPduPU+MNNzooBYNtjrDeaEa4Z/Al5cZ19CB372QOSVB7fpjPCahWhULA/mHxbV58JdZ19AIDRPGknIqIA5lJPu8lkQm5uLvbu3eu4LTw8HFOmTBlywk4UbFp6DNhS0QbAc0l7qjYMydEhsIrAntquIT2XdNLOyfGBKd4+Pd5iFdGh5wR58n37m2yn7GnaUGjD1DJHQ0RE5DkuJe1qtRoGg4ETWoncwNOl8ZL8zFgAQxtG191vQlWbHgAwnuXxAUmtVCA23Jb4cO0b+YOSBlv1D0/ZiYgo0Lk8Pf62227Do48+CrPZ7Il4iIKGp0vjJVKJfEF156CfY699CF16TBhiIzRuiIp8Ede+kT9xTI5P5YVEIiIKbC43uG7ZsgVr167Ft99+i7y8PERERAy4/5NPPnFbcESBqrXX86XxEncMoyty7Gfnm+NAlhAZggPNvRxGR36Bk+OJiChYuJy0x8TE4MILL/RELERB45siW2n8RA+XxgNAXroWCgFo7O5HQ1cfUrVhLj+HtO6N/eyBjbvayV+IonjY5Hgm7UREFNhcTtrfeOMNT8RBFFS+2uOd0ngAiAhRYXRKNPY1dKOguhOpea4n7dJJ+3ietAc0lseTv6jr7EOPwQy1UkBuQqTc4RAREXmUyz3tR9PR0YFnn30WkydPdsfTEQW01l4DNpfbSuPP8ULSDgytRF5vNKOspRcAT9oDnXTS3sKTdvJx0in78MRIaFRueStDRETks4b0m+7777/HZZddhrS0NDz22GNYsGCBu+IiClhr7FPj89I9Xxovybcn7YOZIL+voQdW0ZbQJUWHujcw8ikJ9rVvnB5Pvq6EpfFERBREXC6Pr66uxhtvvIE33ngDvb296OjowAcffMA+dyInebM0XiJNkN9T2wWzxQqV0vnrdcWO/ewsjQ90CVEsjyf/4Jgcn8KfS0REFPicfuf+wQcf4IwzzsDYsWNRVFSEf//736ivr4dCocDYsWM9GSNRwGjtNWBTmXdL4wFgRGIkokJU6DNZUNrU49LXFtfZh9ClszQ+0CVGchAd+YfSRtvPJU6OJyKiYOB00n755Zdj2rRpaGxsxIcffojzzjsPGg33NRO54vDS+Kx475TGA4BCIWBipi3pdrWvvch+0j6e/ewBT+ppb+s1wGIVZY6G6OgMZgvKWnQAWB5PRETBwemk/dprr8ULL7yAM888Ey+99BI6Ojo8GRdRQJKjNF7iGEZX3en01xjMFuy3n8xzR3vgi4vQQBAAqwh06NnXTr6prFkHi1VEdKgKqVrO2SAiosDndNL+yiuvoKGhATfccAPef/99pKam4rzzzoMoirBarZ6MkSggdOqN2FzeDsC7pfGSyZmxAFw7aT/Q1AuTRURMuBrpMa6viiP/olYqEBsuDaNjiTz5ptImqTQ+GoIgyBwNERGR57k0PT4sLAxLly7F+vXrsWfPHowbNw7JycmYO3cuLr/8cnzyySeeipPI7xXWdsFiFZGTEOHV0niJdNJ+sKUX3f0mp77GsZ89jW+Og4U0QZ7D6MhXlTRwcjwREQWXQa98GzlyJB5++GHU1NTg3XffhV6vx2WXXebO2IgCyt562+nQOJmmsCdGhSAjNgyiCOyu6XLqa4ock+PZzx4spL52nrSTr3JMjk9l0k5ERMFhSHvaAUChUGDRokX47LPPUFNT446YiAJScf2hU2u5OPraa5ybSVFknxw/npPjg0ZCJNe+kW8rdax7Y9JORETBYchJ++GSkpLc+XREAUU6aZdzCvuhpL3zhI81W6wosa9V4o724JHgWPvGQXTkezr1RjR29wMARiUzaSciouDg1qSdiI5OZzCjos22omhcqnwJcH6WbRjdrupOiOLxV3qVt+rQb7IiQqNEdnyEN8IjH+Aoj+dJO/kgqTQ+IzYMUaFqmaMhIiLyDibtRF5Q0tgNUQSSokIcSZEcxqdFQ60U0KYzoraj77iPPTSETguFgkPogoWjPJ497eSDWBpPRETBiEk7kRcUO0rj5S0zD1UrMdZ+0r/rBCXyh/rZWRofTKSLSuxpJ18ktexwcjwREQUTJu1EXlBcJ38/u8TR117dedzHcXJ8cJJWvnF6PPkix+T4FF5MJCKi4KFy5kFxcXHYv38/EhISEBsbe9x9ze3t7W4LjihQ7G2Qd93b4fKzYvD2pirsOs4EeatVPDQ4jyftQSXRXh7frjPCYhWhZGsE+QirVcR+lscTEVEQcippX7FiBaKibL8gn376aU/GQxRwTBarow9T7vJ4AJicaRtGV1zfDaPZCo3qyIKbqnY9eg1mhKgUGJEY6e0QSUZxERoIAmAVbYm7nDMYiA5X29EHndECjVKB7AQOxyQiouDhVNK+dOnSo35ORCd2sLkXRosVUSEqZMaGyx0OsuPDEROuRqfehH0N3ZhkL5c/nDSEbkxqNFRKdtEEE5VSgbhwDdp0RrT0GJi0k8+Q+tlHJEVCzZ9LREQURJxK2ru7u51+wuho+U8SiXyJNIRubFq0T0xhFwQBkzJisH5/CwpqOo+atEsxcz97cEqMCkGbzsi+dvIpnBxPRETByqmkPSYm5rh97IezWCxDCogo0Ei94XLuZ/+1/Cxb0r6rugNL52QfcX+xNIQunUPogpFt7VsPk3byKdIQOk6OJyKiYONU0r5u3TrH55WVlfjrX/+Kq6++GrNnzwYAbNq0CW+99RYefvhhz0RJ5MekBNgX+tkljgnyR1n7Joqiozyek+ODkzRBnmvfyJdI5fFjfOgCKBERkTc4lbQvWLDA8fmDDz6Ip556CpdddpnjtsWLFyMvLw+vvPIKe96JDiOKomNyvC+se5NISXtlmx4dOiNiIzSO++q7+tGhN0GlEDAqhUPogpHUx86TdvIV/SYLKlp1AFgeT0REwcflSS6bNm3CtGnTjrh92rRp2Lp1q1uCIgoUtR196Ok3Q60UMCLJdxLgmHANcuzTlwtqOwfcJ52yj0yOQohK6e3QyAck2Ne+8aSdfMXB5l5YRSAmXI0kDkckIqIg43LSnpmZiZdeeumI219++WVkZma6JSiiQCGVxo9KjjrqajU55dtP23dVdw64vdhRGs8S1GB16KTdKHMkRDYlhw2hc3bGDhERUaBwqjz+cCtWrMCFF16INWvWYNasWQCAzZs3o6ysDB9//LHbAyTyZ9IUdl/qZ5dMzorBJ7vqjuhrL5Imx3MIXdCSTtpZHk++olTqZ0/xvZ+lREREnuby0d/ZZ5+N/fv3Y/HixWhvb0dbWxvOO+887N+/H2effbYnYiTyW4eSdt9LgKW+9sKaToii6Lj90OR4vjkOViyPJ1/DyfFERBTMXD5pB2wl8suXL3d3LEQBx7HuzQdP2sekREOjUqCrz4SKVh1yEyPR3NOPpm4DBAEYywnNQUsqj2/XG2G2WKFS+lZrBwWfEu5oJyKiIOZy0v7TTz8d9/758+cPOhiiQNLWa0Bjd7/PJsAalQJ56VrsqOrArupO5CZGOioDhidGIlwzqGt6FADiIjRQCIBVBNp1RiRFh8odEgWxtl6Do+pjVDKTdiIiCj4uvytfuHDhEbcdPhTGYrEMKSCiQCElwNnxEYgM8c0EeHJmDHZUdaCgphMXTs3gEDoCACgVAuIiQtDaa0BLr4FJO8mq1H7KnhUXjggf/VlKRETkSS7XPHZ0dAz4aG5uxjfffIPp06fj22+/9USMRH5J2s8+zgdP2SVSX7s0jK6ojkPoyCYhUgOAE+RJfiyNJyKiYOfyJWut9sg386effjpCQkJwxx13YMeOHW4JjMjfFftwP7tEStr3NXSj32RBkX0InS/HTN6RGBWCksYeDqMj2ZUyaScioiDntulCiYmJKC0tddfTEfk9aQq7L657k2TEhiEhMgRmq4ifD7SitqMPgG9OuyfvSuTaN/IRJfZ1b6O57o2IiIKUyyftu3fvHvBnURTR0NCARx55BJMmTXJbYET+TGcwo6JVB8C3E2BBEDA5Mwbf72vCe1urAdj6RrVhapkjI7klRHHtG8nPahWxv6kXADAmlSftREQUnFxO2idPngxBEAbsdQaAWbNm4T//+Y/bAiPyZyWNPRBFW4mxtD7LV+Vn2ZL2daXNALifnWwO9bQzaSf5VLfr0WeyIESlQHZ8hNzhEBERycLlpL2iomLAnxUKBRITExEayunCRJK9flAaL5H62qXrcL5cGUDeI11sYtJOcpJK40cmR0KpEE7waCIiosDkctI+bNgwT8RBFFCkIXT+kLRPzNBCEA4l7ZwcTwCQEMnyeJLfocnxvv+zlIiIyFMGtfBUp9Nh/fr1qK6uhtE4cB3Q7bff7pbAiPzZoXVvvp8AR4WqMTIp0tE36g8XGsjzDp20c+UbyYeT44mIiAaRtO/atQtnn3029Ho9dDod4uLi0NraivDwcCQlJTFpp6Bnslgdp0P+kgBPzozB/qZepGpDHSesFNykvwftOiNMFivUSrctGyFymvSzdDSTdiIiCmIuvwu74447sGjRIrS3tyMsLAybN29GVVUVpk6diieeeMITMRL5lbKWXhjNVkSGqJAVFy53OE6ZMzwBADAtO07mSMhXxIZrILUQt+t42k7e12e0oLLNtoWD5fFERBTMXD5pLygowMsvvwylUgmlUgmDwYDc3Fw89thjWLp0KZYsWeKJOIn8RnGdVBofDYWfDE46b3IaQtVKTM+OlTsU8hFKhYD4yBC09BjQ0mNAcjSHjZJ3HWi2beGIj9D4/BYOIiIiT3L5pF2tVkMQbIlIcnIyqqttu521Wq3jc6Jg5uhn95PSeMC2r/3MCSmIZ2k8HcYxjI4T5EkGJQ0sjSciIgIGcdKen5+P7du3Y9SoUTj55JNx7733orW1Fe+88w7y8vI8ESORXym2r3vzp6Sd6GgSo0KwrwFo5QR5kgEnxxMREdm4fNK+fPlypKamAgD+9a9/IT4+HjfffDOam5vxyiuvuD1AIn8iiiL2+tG6N6LjSYjUAOAEeZKHtKOdk+OJiCjYuXzSPm3aNMfniYmJ+Oqrr9waEJE/q+3oQ3e/GWqlgJFJfKNJ/i2Ru9pJRqWcHE9ERARgkHvaD7d+/Xro9XrMmjULsbEcYkXBrdh+yj4yKQoaFVdkkX87tKudSTt5V0uPAW06IwQBGJXMpJ2IiIKb00n7448/jt7eXjzwwAMAbGXAZ511Fr799lsAQFJSEtauXYvx48d7JlIiP7DX3s/O0ngKBAk8aSeZSKXx2fERCNMoZY6GiIhIXk4fBb7//vsYN26c488fffQRfvrpJ2zYsAGtra2YNm2aI6EnClbF7GenAMKTdpKLozSep+xERETOJ+0VFRWYOHGi489fffUVLrzwQsydOxdxcXH4xz/+gU2bNnkkSCJ/cWjdm1bmSIiGTjppZ9JO3uaYHJ/KpJ2IiMjppN1kMiEk5NAO502bNmHOnDmOP6elpaG1tdW90RH5kXadEQ1d/QCAsXyjSQFAmh7foTfBZLHKHA0FE06OJyIiOsTppH3EiBH46aefAADV1dXYv38/FixY4Li/trYW8fHx7o+QyE9I+9mz48MRFaqWORqioYsN10CpEAAAbVz7Rl5isYo40NQLABjNHe1ERETOD6K7+eabceutt2LDhg3YvHkzZs+ePaDH/YcffkB+fr5HgiTyB9J+9nHsZ6cAoVAIiI/QoLnHgJYeA1K0oXKHREGgsk0Hg9mKMLUSWXHhcodDREQkO6dP2m+88Ub8+9//Rnt7O+bPn4+PP/54wP319fW49tpr3R4gkb84NISO/ewUONjXTt5W0mDrZx+VHOmo9CAiIgpmLu1pv+6663Ddddcd9b4XXnjBLQER+SupPJ4n7RRIEqNCgAaghUk7eUmpvZ99NPvZiYiIALhw0k5Ex6Y3mlHeqgPAdW8UWLirnbzNMTme/exEREQAmLQTuUVJYw9E0ZbgJEWx75cCB3e1k7cdStp50k5ERAQwaSdyi0P97DwZosAirX3jSTt5g85gRnW7HgDL44mIiCRM2oncYK+9n51JOwUanrSTN+1vsp2yJ0aFIN7emkFERBTsmLQTuQHXvVGgSnRMj+eedvI8lsYTEREdyaXp8QCg0+nwyCOPYO3atWhubobVah1wf3l5uduCI/IHZovV8UaT694o0CREcRAdeU+p/Wfp6GQm7URERBKXk/brr78e69evx1VXXYXU1FQIAneoUnAra9HBYLYiMkSFYXHhcodD5FbSSXtXnwlGsxUaFQu0yHP2NXDdGxER0a+5nLR//fXX+PLLLzF37lxPxEPkd6T97GNTo6BQ8CIWBRZtmBoqhQCzVUSbzoBUbZjcIVGAslhFFNXZfp7mZbBqiYiISOLykUlsbCzi4uI8EQuRX3L0s6eyn50Cj0IhIJ4T5MkLDjb3Qme0IFyjxMgknrQTERFJXE7a//Wvf+Hee++FXq/3RDxEfufQujeeDFFgSmRfO3lBYU0nACAvXQslq5aIiIgcXC6Pf/LJJ1FWVobk5GRkZ2dDrVYPuH/nzp1uC47I14mi6CiP5+R4ClQZMeEoqutGVRsv1pLn7LIn7ZOzYmSNg4iIyNe4nLSff/75HgiDyD/Vdfahu98MlULAyORIucMh8ojcxAgAQHlrr8yRUCCTTtonZ8TIGgcREZGvcTlpv++++zwRB5FfkkrjRyZHIUSllDkaIs/ISbAn7S06mSOhQNVntKC0ybbubVJmjLzBEBER+Rju7iEagkP97CyNp8CVm2irImHSTp5SVN8Fi1VEUlQIUrWhcodDRETkU5w6aY+Li8P+/fuRkJCA2NjY4+5mb29vd1twRL5ur72fnUk7BbLh9vL4xu5+6AxmRIS4XKRFdFxSafykzJjjvscgIiIKRk6981qxYgWiomzrV55++mlPxkPkV7jujYJBTLgGcREatOuMqGjVYUI6NyWQezmG0LE0noiI6AhOJe1Lly496udEwaxDZ0R9Vz8ATo6nwJebEIF2nRFlLb1M2sntCpm0ExERHRN72okGSepnHxYfjqhQ9QkeTeTfHBPk2ddObtbaa0BtRx8EAcjL4AUhIiKiX2PSTjRIexvs+9lZGk9BQBpGV9HKpJ3cSzplH54YiWheACUiIjoCk3aiQeLkeAomuQnc1U6e4RhCx/3sRERER8WknWiQDiXtLOekwOc4aW/RQRRFmaOhQFJQa6tampzJn6VERERHw6SdaBD6jBaUt9hOHHnSTsEgKy4cSoUAndGCpm6D3OFQgBBF8bAhdLHyBkNEROSjXF62q9Pp8Mgjj2Dt2rVobm6G1WodcH95ebnbgiPyVSWN3bCKQEKkBolRIXKHQ+RxGpUCmbFhqGzTo7ylFynaULlDogBQ2aZHV58JGpUCo1Oi5A6HiIjIJ7mctF9//fVYv349rrrqKqSmpkIQBE/EReTTpNL4cWla/hugoJGbGInKNj3KWnWYMyJB7nAoABTUdACwVSxpVCz+IyIiOhqXk/avv/4aX375JebOneuJeIj8AofQUTDKTYjAD4CjNYRoqAprpH72GHkDISIi8mEuX9aOjY1FXFycJ2Ih8ht7G+wn7Vz3RkFEGkbHXe3kLgWOfvYYWeMgIiLyZS4n7f/6179w7733Qq/XeyIeIp9ntlhR0sCTdgo+uYlc+0buYzBbsNdetcSknYiI6NhcLo9/8sknUVZWhuTkZGRnZ0OtVg+4f+fOnW4LjsgXlbfqYDBbEaFRIjs+Qu5wiLxGStprO/pgMFsQolLKHBH5s5KGHhgtVsSEq5EVFy53OERERD7L5aT9/PPP90AYRP6juN7Wgzk2NRoKBYfQUfBIjAxBVIgKPQYzqtr0GJXMad80eIW1nQCASRkxHOhJRER0HC4n7ffdd58n4iDyG3sdk+NZGk/BRRAE5CZGoLC2C+UtvUzaaUgKqjsBsDSeiIjoRFxO2iU7duzAvn37IAgCxo0bh/z8fHfGReSzODmeglluYiQKa7tQxmF0NEQF9pN2Ju1ERETH53LS3tzcjEsvvRQ//vgjYmJiIIoiurq6cPLJJ2PlypVITEz0RJxEPkEUxcOSdq3M0RB5X06CfRgdk3Yagi69yfF3aBKTdiIiouNyeXr8bbfdhu7ubhQXF6O9vR0dHR0oKipCd3c3br/9dk/ESOQz6rv60dVngkohYGRypNzhEHkdJ8iTO+yu6wQAZMWFIy5CI28wREREPs7lk/ZvvvkG33//PcaOHeu4bdy4cXj++edxxhlnuDU4Il9TXGcbQjciKZKTsyko5SYc2tUuiiIHiNGgFNr3s/OUnYiI6MRcPmm3Wq1HrHkDALVaDavV6pagiHwVS+Mp2Enl8V19JrTrjDJHQ/6qwJ60s5+diIjoxFxO2k855RT88Y9/RH19veO2uro63HHHHTj11FPdGhyRr+EQOgp2YRol0mPCAADlrexrJ9eJooiCGlvV0uRMXgAlIiI6EZeT9ueeew49PT3Izs7G8OHDMWLECOTk5KCnpwfPPvusJ2Ik8hn7GrjujcjR197CvnZyXV1nH1p7DVApBFYtEREROcHlnvbMzEzs3LkT3333HUpKSiCKIsaNG4fTTjvNE/ER+YwOnRF1nX0AmLRTcMtNiMCGA608aadBKbSfso9JjUKomrNBiIiITmTQe9pPP/10nH766e6Mhcin7bWfsmfFhSM69Mi5DkTBIjfx0DA6IlcV2vezT8qIkTUOIiIif+FU0v7MM8/ghhtuQGhoKJ555pnjPpZr3yhQ7bX3s49L5Sk7BTeWx9NQFFR3AuAQOiIiImc5lbSvWLECV1xxBUJDQ7FixYpjPk4QBCbtFLCK620lnRxCR8FOmiBf3a6H2WKFSunyeBQKUmaLFXvqpCF0MfIGQ0RE5CecStorKiqO+jlRMHFMjk9n0k7BLU0bhlC1Av0mK2o6+hxJPNGJHGjuRZ/JgsgQlaPNgoiIiI7P5eORBx98EHq9/ojb+/r68OCDD7olKCJf02e0oMxeCsxpxxTsFAoB2fEskSfXSfvZJ2ZooVQI8gZDRETkJ1xO2h944AH09h75Jk2v1+OBBx5wS1BEvqa0qQdWEYiP0CApKkTucIhkN5zD6GgQCu1J+ySWxhMRETnN5aRdFEUIwpFXxwsLCxEXF+eWoIh8jdTPPi4t+qh//4mCjWMYXStP2sl50kk7J8cTERE5z+mVb7GxsRAEAYIgYNSoUQMSF4vFgt7eXtx0000eCZJIbo5+dpbGEwE4lLSX8aSdnKQzmLG/qQcAkJ8VI28wREREfsTppP3pp5+GKIq49tpr8cADD0CrPZS8aDQaZGdnY/bs2R4JkkhujnVvnBxPBADITbCVx1e0Mmkn5xTVdcEqAinRoUiODpU7HCIiIr/hdNK+dOlSAEBOTg7mzp0LlcrpLyXyaxariJJG6aSdSTsRcOikvaXHgJ5+E6JC1TJHRL5OKo3nqjciIiLXuNzTrtPpsHbt2iNuX7NmDb7++mu3BEXkS8pbetFvsiJco0ROPFdbEQFAVKgaifahjBxGR84orO0EwCF0RERErnI5af/rX/8Ki8VyxO2iKOKvf/2rW4Ii8iVSP/vY1GgouKKIyCE3gcPoyHkF1Z0AgEmZnA1CRETkCpeT9gMHDmDcuHFH3D5mzBgcPHjQLUER+ZK9DfZ+9lSWxhMdzjFBniftdALN3f2o7+qHIAATOTmeiIjIJS4n7VqtFuXl5UfcfvDgQUREsHSYAo+07o397EQDScPomLTTiRTW2n6OjkyKRGQIZ+IQERG5wuWkffHixVi2bBnKysoctx08eBB33XUXFi9e7NbgiOQmiiLXvREdw6G1byyPp+MrqOkAwCF0REREg+Fy0v74448jIiICY8aMQU5ODnJycjB27FjEx8fjiSee8ESMRLJp6OpHp94EpULAyORIucMh8im5ibZ/E5VtOlitoszRkC8rrLGdtHMIHRERketcrlHTarXYuHEjvvvuOxQWFiIsLAwTJ07E/PnzPREfkaykU/aRSZEIVStljobIt2TGhkGtFNBvsqK+qw8ZseFyh0Q+yGoVD02OZz87ERGRywbVWCYIAs444wycccYZ7o6HyKcU1dlOh8axn53oCCqlAllx4Shr0aG8RceknY6qvFWHnn4zQtUKjE6JkjscIiIiv+Ny0v7ggw8e9/5777130MEQ+ZrtVe0AgPysWJkjIfJNuYmRKGvRoaJVh/mjEuUOh3xQYU0nAGBCmhZqpctdeUREREHP5d+en3766YCPDz74AI8++iiefPJJfPbZZy4914svvoiJEyciOjoa0dHRmD17Nr7++mvH/aIo4v7770daWhrCwsKwcOFCFBcXD3gOg8GA2267DQkJCYiIiMDixYtRW1vr6rdFdASTxYqdVZ0AgBnZcfIGQ+SjDq194zA6OroCe9LOfnYiIqLBcTlp37Vr14CPoqIiNDQ04NRTT8Udd9zh0nNlZGTgkUcewfbt27F9+3accsopOO+88xyJ+WOPPYannnoKzz33HLZt24aUlBScfvrp6OnpcTzHsmXL8Omnn2LlypX4+eef0dvbi3PPPRcWi8XVb41ogKK6LvSZLNCGqTEyiUPoiI5muLT2rZVr3+jopH52To4nIiIaHLfUqUVHR+PBBx/EP//5T5e+btGiRTj77LMxatQojBo1Cg899BAiIyOxefNmiKKIp59+Gn//+9+xZMkSTJgwAW+99Rb0ej3ee+89AEBXVxdef/11PPnkkzjttNOQn5+Pd999F3v27MH333/vjm+Ngti2Sltp/PTsOCgUgszREPmmQyftTNrpSP0mC/Y12AZ6MmknIiIaHLc1l3V2dqKrq2vQX2+xWLBy5UrodDrMnj0bFRUVaGxsHDDsLiQkBAsWLMDGjRsBADt27IDJZBrwmLS0NEyYMMHxmKMxGAzo7u4e8EH0a1srbHuFZ+Swn53oWHISbEl7XWcf+oyscKKB9jZ0w2QRER+hQUZsmNzhEBER+SWXB9E988wzA/4siiIaGhrwzjvv4Mwzz3Q5gD179mD27Nno7+9HZGQkPv30U4wbN86RdCcnJw94fHJyMqqqqgAAjY2N0Gg0iI2NPeIxjY2Nx3zNhx9+GA888IDLsVLwsFrFASftRHR0cREaaMPU6OozoaJVx00LNEDhYf3sgsCKJSIiosFwOWlfsWLFgD8rFAokJiZi6dKluOeee1wOYPTo0SgoKEBnZyc+/vhjLF26FOvXr3fc/+tf8qIonvAX/4kec8899+DOO+90/Lm7uxuZmZkux06B60BzL7r6TAhTKzEhXSt3OEQ+SxAE5CZGYFd1J8pbe5m00wCOIXTcz05ERDRoLiftFRUVbg1Ao9FgxIgRAIBp06Zh27Zt+Pe//42//OUvAGyn6ampqY7HNzc3O07fU1JSYDQa0dHRMeC0vbm5GXPmzDnma4aEhCAkJMSt3wcFlq32U/Ypw2K4oojoBHITIm1JO/va6Vekk/bJWTGyxkFEROTPfC4bEUURBoMBOTk5SElJwXfffee4z2g0Yv369Y6EfOrUqVCr1QMe09DQgKKiouMm7UQnsq2CpfFEzuLaNzqaTr0RlW16AMCkDFYsERERDZZTJ+1Llixx+gk/+eQTpx/7t7/9DWeddRYyMzPR09ODlStX4scff8Q333wDQRCwbNkyLF++HCNHjsTIkSOxfPlyhIeH4/LLLwcAaLVaXHfddbjrrrsQHx+PuLg4/OlPf0JeXh5OO+00p+MgOpwoithqT9q5n53oxIZLSTvXvtFhpNL47PhwxIRr5A2GiIjIjzmVtGu1h66Qi6KITz/9FFqtFtOmTQNgm+Le2dnpUnIPAE1NTbjqqqvQ0NAArVaLiRMn4ptvvsHpp58OALj77rvR19eHW265BR0dHZg5cya+/fZbREVFOZ5jxYoVUKlUuPjii9HX14dTTz0Vb775JpRKpUuxEElqO/rQ2N0PlUJAfhYnxxOdSG6ibVd7RYvOqbkjFBwKa2wbZbjqjYiIaGgEURRFV77gL3/5C9rb2/HSSy85EmOLxYJbbrkF0dHRePzxxz0SqCd1d3dDq9Wiq6sL0dEcohTsPt5Ri7s+LER+Vgw+vWWu3OEQ+TyD2YKx//wGVhHY+vdTkRQVKndI5AOufXMbfihpxn2LxuGauTlyh0NERORznM1DXe5p/89//oM//elPA06ylUol7rzzTvznP/8ZXLREPoSl8USuCVEpkREbDgAcRkcAbFV5Unk8T9qJiIiGxuWk3Ww2Y9++fUfcvm/fPlitVrcERSQn7mcncl1OgjSMjkk72dqM2nVGqJUCxqaygo2IiGgoXF75ds011+Daa6/FwYMHMWvWLADA5s2b8cgjj+Caa65xe4BE3tTSY0B5qw6CwKSdyBW5iRFYv7+FE+QJALDLfso+NjUaoWrOmCEiIhoKl5P2J554AikpKVixYgUaGhoAAKmpqbj77rtx1113uT1AIm/abj9lH50cBW24WuZoiPyHNIyOE+QJOGw/O0vjiYiIhszlpF2hUODuu+/G3Xffje7ubgDg8DYKGFu4n51oUIYncFc7HSIl7ZMyYmSNg4iIKBC4nLRLWlpaUFpaCkEQMHr0aCQkJLgzLiJZSP3sM3KYtBO5Qjppr+nog9FshUbl8sgUChAmixV76uzr3rJi5A2GiIgoALj8rkqn0+Haa69Famoq5s+fj3nz5iE1NRXXXXcd9Hq9J2Ik8orufhP2NdiqR5i0E7kmOToEERolLFYR1e0skQ9mpY09MJitiApVISc+Qu5wiIiI/J7LSfudd96J9evXY/Xq1ejs7ERnZyc+//xzrF+/nj3t5Nd2VHXAKgJZceFIjuaeaSJXCIKAnEROkCc4Vr1NyoiBQiHIGwwREVEAcLk8/uOPP8ZHH32EhQsXOm47++yzERYWhosvvhgvvviiO+Mj8ppt7GcnGpLchEgU1XVzGF2Q4xA6IiIi93L5pF2v1yM5OfmI25OSklgeT35N6mefydJ4okHJTeQwOgIKazsBAJOYtBMREbmFy0n77Nmzcd9996G/v99xW19fHx544AHMnj3brcEReUu/yYLCGtvgpOlM2okGxbH2jeXxQaun34QDzbaLNpMytTJHQ0REFBhcLo9/+umncdZZZyEjIwOTJk2CIAgoKChAaGgo1qxZ44kYiTyusKYTRosVCZEhyI4PlzscIr+UK619Y3l80NpT1wVRBNJjwpAUxdkgRERE7uBy0p6Xl4cDBw7g3XffRUlJCURRxKWXXoorrrgCYWFhnoiRyOMOL40XBA5OIhqMHHvS3q4zolNvREy4RuaIyNukiiWeshMREbmPS0m7yWTC6NGj8cUXX+D3v/+9p2Ii8rqtlR0AgOnZsTJHQuS/IkJUSIkORWN3P8padJg6jEl7sCmosf0s5RA6IiIi93Gpp12tVsNgMPAkkgKK2WLFzip70s5+dqIh4TC64OY4ac+IkTcQIiKiAOLyILrbbrsNjz76KMxmsyfiIfK6fQ096DWYERWqwpiUaLnDIfJrjqSdfe1Bp7GrH43d/VAIwIR0lscTERG5i8s97Vu2bMHatWvx7bffIi8vDxEREQPu/+STT9wWHJE3bLX3s08bFgulglUkREORmyBNkOdJe7ApsO9nH5UchYgQl99eEBER0TG4/Fs1JiYGF154oSdiIZLFtgpb0s7SeKKhk07aK3jSHnSk/ezsZyciInIvl5P2N954wxNxEMlCFEXH5PgZ2UzaiYZquH1Xe2WbHharyOqVIFJQ3QkAmMSknYiIyK0GXb/W3NyM0tJSCIKAUaNGISkpyZ1xEXlFWYsObTojQlQK5GWwB5NoqNJiwqBRKWA0W1HX0Yes+HC5QyIvsFhF7KmzDaHjSTsREZF7uTyIrru7G1dddRXS09OxYMECzJ8/H+np6bjyyivR1dXliRiJPEY6ZZ+cGYMQlVLmaIj8n1IhINueqJe1sq89WJS39KLXYEaYWomRSZFyh0NERBRQXE7ar7/+emzZsgVffPEFOjs70dXVhS+++ALbt2/n7nbyO1I/+wz2sxO5zaFhdOxrDxa77EPo8jK0UCldfmtBREREx+FyefyXX36JNWvW4KSTTnLc9pvf/AavvvoqzjzzTLcGR+RpW5i0E7kdd7X7tk1lbbjjfwUYnxaNxZPTcPq4ZIRrhjbtvdCetLM0noiIyP1c/i0dHx8PrfbI3l+tVovY2Fi3BEXkDfWdfajr7INSIWBKFv/uErlLbiJP2n3Z25sq0dht26m+tqQZ4RolfjM+BYsnp+GkEQlQD+KkXFr3Nikjxr3BEhERkevl8f/4xz9w5513oqGhwXFbY2Mj/vznP+Of//ynW4Mj8iSpn318WjR3ChO5keOknT3tPsdsseKXg60AgN9OzUBmXBj0Rgs+3VWHa97YhlnL1+Lez4uwo6oDoig69Zz9JgtKGnsAAJOzYjwVOhERUdByOVN58cUXcfDgQQwbNgxZWVkAgOrqaoSEhKClpQUvv/yy47E7d+50X6REbiaVxk/nqjcitxpu72lv6jag12BGJC+K+YzC2i5095sRHarCIxdOhEIAdlZ3YlVBHb7Y3YA2nRFvb6rC25uqkBkXhvMmpeP8/DSMSIo65nMW13fBYhWREBmCNG2oF78bIiKi4ODyO6nzzz/fA2EQeR+H0BF5hjZcjfgIDdp0RlS26jAhnesUfcWGAy0AgJNGJkCpEAAAU4fFYuqwWPzj3HH4+WArVhXUY01xI2ra+/DcuoN4bt1BjEuNxvn5aVg0KQ2p2rABz7nLvp99cmYMBEHw6vdDREQUDFxO2u+77z5PxEHkVR06Iw4020p3edJO5H65iRFo0xlR1tLLpN2HbDhgK42fNzLxiPvUSgVOHp2Ek0cnQW804/t9zfh8Vx3W72/B3oZu7G3oxsNfl2BmThzOm5yOsyekQhuuRmGttJ+d/z8TERF5AmsWKShJ/ewjkiIRF6GRORqiwJObEIltlR0cRudDuvpMjoFxJ41IOO5jwzUqLJ6UhsWT0tCuM+KrPQ34vKAO2yo7sLm8HZvL23Hf58VYODoRO+0n7ZM4OZ6IiMgjmLRTUNrK0ngijzo0jI5Ju6/YVNYGi1VEbkIEMuPCnf66uAgNrpw1DFfOGobaDj1WFdZjVUE9Shp78O3eJsfjJnJyPBERkUcwaaegJJ20z2BpPJFH5CRwV7uvkfrZ5486sjTeWRmx4bhl4QjcsnAEShq78XlBPb4tbsSMnHhow9TuCpWIiIgOw6Sdgo7OYEZRfTcAYDpP2ok8QtrVXtGqgyiKHFDmAw71sx+/NN5ZY1KiMebMaPzlzDFueT4iIiI6Opf3tBP5u53VHbBYRaTHhCE9JuzEX0BELsuKC4dSIUBvtKCxu1/ucIJeVZsO1e16qJUCZuXGyx0OERERucCpk/Y777zT6Sd86qmnBh0MkTdw1RuR52lUCmTFhaOiVYfyFt0Ra8LIu36yn7JPyYpFRAiL7IiIiPyJU7+5d+3a5dSTsfyR/MFWez87V70ReVZuQoQ9ae/F3BNMKyfP2rB/6P3sREREJA+nkvZ169Z5Og4irzCardhlX080IydW3mCIAlxuYgTWlgBlXPsmK5PFio1lbQDc189ORERE3sOedgoqe+o6YTBbERehwXD7oCwi8ozDh9GRfApqOtFrMCM2XI3xaVq5wyEiIiIXOXXSvmTJErz55puIjo7GkiVLjvvYTz75xC2BEXnC1ooOAMD07Fi2cxB5WK609q2Va9/kJJXGzx2RAKWCP/eIiIj8jVNJu1ardSQ4Wi2v0pP/2sZ+diKvkU7aazv60G+yIFStlDmi4CQNoZs/kv3sRERE/sippP2NN9446udE/sRiFR1J+8wcrjwi8rSESA2iQlToMZhR1abH6JQouUMKOp16I3bXdgIA5o1iPzsREZE/GnRPe0tLC37++Wf88ssvaGlpcWdMRB5R2tiDnn4zIjRKjE1l8kDkaYIgIDfRXiLfwhJ5OWwsa4NVBEYmRXLtHhERkZ9yOWnX6XS49tprkZqaivnz52PevHlIS0vDddddB71e74kYidxCOmWfMiwWKiVnMBJ5g1QiX85hdLLYcMB2UX0eS+OJiIj8lsuZy5133on169dj9erV6OzsRGdnJz7//HOsX78ed911lydiJHILaT/7DPazE3mNNIyujCftXieKIn7ab+tnZ2k8ERGR/3Kqp/1wH3/8MT766CMsXLjQcdvZZ5+NsLAwXHzxxXjxxRfdGR+RW4iiiK0V9qQ9h0k7kbc4Ttq5q93rKlp1qOvsg0apwEz+3CMiIvJbLp+06/V6JCcnH3F7UlISy+PJZ1W16dHSY4BGqcCkzBi5wyEKGof3tIuiKHM0wWWDfWr8tOxYhGtcvkZPREREPsLlpH327Nm477770N/f77itr68PDzzwAGbPnu3W4IjcRSqNn5ih5dopIi/KSYiAIADd/Wa064xyhxNUftrPfnYiIqJA4PKl93//+98488wzkZGRgUmTJkEQBBQUFCA0NBRr1qzxRIxEQ8bSeCJ5hKqVSNOGoa6zD+WtOsRHhsgdUlAwmq3YVN4GAJg3kv3sRERE/szlpH3ChAk4cOAA3n33XZSUlEAURVx66aW44oorEBbGdTLkm6TJ8dOZtBN5XW5ihC1pb+nFdA6C9Iqd1R3QGy2Ij9BgXGq03OEQERHREAyqyS0sLAy///3v3R0LkUc0d/ejqk0PQQCmDouVOxyioDM8MRIbDrRyGJ0XHVr1lgCFQpA5GiIiIhoKLqumgCf1s49NiUZ0qFrmaIiCT45j7RuTdm+RhtCxn52IiMj/MWmngMd+diJ5OSbIt3JXuze064zYU9cFgP3sREREgYBJOwU8Ju1E8pJ2tVe36WGyWGWOJvD9crAVogiMSYlCUnSo3OEQERHREDFpp4DWpTehtKkHADgAi0gmqdGhCFUrYLaKqGnXyx2O1/xQ0iTL93t4PzsRERH5PybtFNC2V7VDFIHchAgkRnHVFJEcFAoBOQm20/ZgGUa3o6od1765HVe8tsWr1QWiKLKfnYiIKMA4NT0+NjYWguDc9Nn29vYhBUTkTtIQOp6yE8krNzEC+xq67X3tyXKH43E7qjoAANXteqwqqMeFUzO88rplLb1o6OqHRqVgSxAREVGAcCppf/rppz0cBpFnbKvgfnYiXzDcPkG+ojU4TtqL67sdn7/w40FckJ/uldVr6/fbTtln5sQhVK30+OsRERGR5zmVtC9dutTTcRC5XZ/R4pigPJNJO5GspGF0wbL2be9hSXtZiw7fFDfi7LxUj78u+9mJiIgCz5B62vv6+tDd3T3gg8hX7KrpgMkiIiU6FBmxYXKHQxTUHGvfgiBp7zdZUNZiW2936fRMAMBzPxyEKIoefV2D2YLN5W0AgPmj2M9OREQUKFxO2nU6HW699VYkJSUhMjISsbGxAz6IfMW2CltP6fScOKdnMhCRZ+TYy+Nbew3o7jfJHI1nlTT2wCoC8REa/OXMMYjQKLG3oRvrSps9+ro7KjvQb7IiMSoEo5OjPPpaRERE5D0uJ+133303fvjhB7zwwgsICQnBa6+9hgceeABpaWl4++23PREj0aBssw+hm5HNi0lEcosKVTs2OAT6abtUGj8uLRqxERpcOWsYAM+ftv/kmBqfwAuVREREAcTlpH316tV44YUXcNFFF0GlUmHevHn4xz/+geXLl+O///2vJ2IkcpnJYsXOattJ+4yceJmjISLAtnoRAMrtpeOBam+DbZbGuLRoAMB183KgUSmws7oTm+zl654g9bPP56o3IiKigOJy0t7e3o6cnBwAQHR0tGPF20knnYSffvrJvdERDVJxfTf0Rgu0YWqMTIqUOxwiwqFhdEFz0p5qS9qTokJx2WG97Z7Q2mtwTKyfO4JD6IiIiAKJy0l7bm4uKisrAQDjxo3DBx98AMB2Ah8TE+PO2IgGzbHqLTvWK2uWiOjEhkvD6FoD96TdYhWxr6EHADDeftIOADcsGA6VQsDGsjZHFZA7/XLQVho/LjXa0YZAREREgcHlpP2aa65BYWEhAOCee+5x9Lbfcccd+POf/+z2AIkGY6vUz85Vb0Q+IxgmyFe26dBnsiBUrUBOwqEqn/SYMCyZkg4AeN4Dp+0/2fezzxvFU3YiIqJA49Se9sPdcccdjs9PPvlklJSUYPv27Rg+fDgmTZrk1uCIBsNqFR1D6KZnM2kn8hW59iS2olUHq1UMyCoYqTR+TEo0lL/6/m5eOAIf7ajF2pJmFNd3YXya1i2vKYoi+9mJiIgC2JD2tANAVlYWlixZwoSdfMbBll506k0IUysxId09b4qJaOgyYsOgVgowmK2o7+qTOxyP2NtwaHL8r+UkRODciWkAgBfWlbntNUubetDcY0CoWoGpw7gtg4iIKNC4fNL+4IMPHvf+e++9d9DBELnDVns/e35WDNTKIV+XIiI3USkVGBYfgYPNvShv0SEjNlzukNxOGgY3/ihJOwD84eQRWFVYj6+KGnCwuRcj3DAoc4O9NH5WbjxC1cohPx8RERH5FpeT9k8//XTAn00mEyoqKqBSqTB8+HAm7SS7bexnJ/JZuQlS0t6L+aMCr5T715Pjf210ShROH5eM7/Y24YUfD+KpiycP+TV/spfGz2NpPBERUUByOWnftWvXEbd1d3fj6quvxgUXXOCWoIgGy2oVsdm+B3kG+9mJfE6OfRhdWQAOo2vu6UdrrwEKwdbTfiy3njwC3+1twucF9bjjtFHIjBt8xUG/yeKoLpo/kkPoiIiIApFbaoejo6Px4IMP4p///Kc7no5o0PbUdaGp24AIjRJT2NtJ5HOkE+jPCupQ1xlYfe3SKXtOQgTCNMcuU5+UGYN5IxNgsYp4af3Qetu3VbbDYLYiJTrULaX2RERE5Hvc1vDb2dmJrq4udz0d0aB8u7cRALBwdBJ7O4l80Nl5qZicGYOefjPuWFkAi1WUOyS3OdTPfuIBmLeePAIA8OH2WjR29Q/6NTccsK96G5kAQQi8afxEREQ0iPL4Z555ZsCfRVFEQ0MD3nnnHZx55pluC4xoML4tbgIAnDE+WeZIiOho1EoF/n3pZJz97w3YWtmOF388iFtPGSl3WG5xvMnxvzYzNx4zsuOwtbIdr24oxz/PHTeo1/xpv72fPQDnA/x/e3ceVnWd93/8dc4BjoBwAGURUUTFFXfLtEVLJa00c2bqbnFqpn533amT7ZczzVj3dLf9JptubbamyVl+pVOT1TSjqWmaaaUIJbgr7iAuCIdFDnA+vz+Qk7gkIIfvAZ6P6zrXFd/z4Xzfx/gALz4bAACo0eDQ/sorr9T52G63KzY2Vnfffbdmz57dZIUBDZV7rFQ7C0oUZLdpTO84q8sBcAHJHcL1zM1peuydr/XKip26smdHDena8pezbL3IJnRnm35dT331p6/01pf79eCYHurQ3tmg+xUUn9K2fLdsNumqnqxnBwCgtWpwaM/NzfVHHcAlW356avzIHh3kCg22uBoA3+V7Qzvr0+0F+uibPD20MEv/fuhqtXc2+EdSwCitqFLu8ZrN9eoz0i7VbBw3oLNLmw8V6U+f5+rx6/s06J5rd9VMjU9LdCkmPKRhBQMAgBaDQ6zRavimxvdjajwQ6Gw2m/7nlgHqHBWq/SfKNOeDHKtLuiTb8otljBQf6VTHeo6Y22w2zbiuZm37X9btU1F5ZYPueeZ6dgAA0Ho1OLSXlpbq5z//uUaNGqWePXuqe/fudR6AFY66K5Sxv1CSNI7QDrQIrtBgvXLbYNlt0j82HdQ/vz5sdUmNdrHz2S9kfN949YpvL3dFlf66fm+9P8/rNfrs9PnsrfG8ewAA8K0Gz0W87777tHr1ak2bNk2dOnVit1oEhE+2HpEx0qAklzq5Qq0uB0A9XZ4So+nX9tS8lbv008WbNaRrlJKiG39uuVUasgndmex2m6Zf21MPLczSG2tz9aMrUxRej2UCW/OLdazEo7AQh4a2gv0AAADAhTU4tC9ZskT/+te/dOWVV/qjHqBRlm2p3TU+weJKADTUT8amau2uY8rcf1IPL8rSwv8cKYe9Zf1BuCHHvZ3txgGdNHf5Du07Xqa3v9qv+66++Ky12qnxI7t3UEgQK90AAGjNGvyTPjo6WjExMf6oBWiUkooq34ZMrGcHWp5gh12v3jZE7Z1B2rC3UK+t2mV1SQ1SVe3Vtny3pIZPj5ekIIddD47pIUn6w5o9OlVZfdHPqZ0az3p2AABavwaH9l/+8pf6xS9+obKyMn/UAzTYmh1H5anyqluHMPWMa291OQAaoWuHMP33zf0lSa9+slMZ+wotrqj+9hwrlafKq/AQh7rGNG5q/y1DkpToaqcCd4XeyTj4nW3LPdXakFvz78P57AAAtH4NDu0vv/yyPv74Y8XHx2vAgAEaOnRonQfQ3Jbl1Bz1lt4/gT0WgBbsliGdNXlQoqq9RrMWZcp9qmG7qVuldhO6vp0iZW/ktP6QILv+85qaafG/+3S3Kqu9F2z7Ze5xeaq96hwVqu4dwxt1PwAA0HI0eE37lClT/FAG0DiV1V59sq1AElPjgZbOZrPp2VvSlLGvUAdOlGvOBzmae9tgq8u6qJzDRZKk/g3chO5s/3F5V81ftUuHTpbrg6zD+v6wpPO2O/OoN/5QCQBA69fg0D5nzhx/1AE0ypd7Tsh9qkod24doCDsoAy1eZLtgvfofg3Xr79frvcxDGt07VjcP7mx1Wd+psTvHn61dsEP3Xd1dLyzZpt98uku3DOl83g35vl3PztR4AADagkZvOevxeHTw4EHt37+/zgNoTsu21EyNH9c3vsXtNg3g/IZ3i9GM61IlSU8tztaBE4G7h4ox5owz2hu+c/zZ7roiWa7QYO05Wqol2XnnPJ9fdEo7jpTIbpOu7Nnhku8HAAACX4ND+44dO3T11VcrNDRUycnJSklJUUpKirp166aUlBR/1AiclzFGy3Jqj3pjajzQmvzkup4a2jVK7ooqPbwoS1XfscbbSnlFp1RYVimH3abU+EvfCLO9M0g/urKbJOm1VbtljKnzfO0o+8CkKEWFhVzy/QAAQOBrcGj/0Y9+JLvdro8++kgZGRnatGmTNm3apMzMTG3atMkfNQLntflQkfKLTyksxKFRPTj2CGhNghx2vfofQxThDNLGfYV6bdVuq0s6r9pR9tS49moX7GiS17xnVDeFhzi0Na9YK0/v2VFrzen17Ndw1BsAAG1Gg9e0Z2VlKSMjQ3369PFHPUC91Y6yj+kd22S/LAMIHF1iwvTLKWmatShL/7typ65K7ahhyYG1d4VvPXsjzme/kKiwEN01Mlm/X71H81bu0nV94mSz2eT1Gq2tXc/OUW8AALQZDR5p79evn44dO+aPWoAGqV3Pnt4vweJKAPjLlCGdNWVwzTFwDy3MVHGAHQPnW89+iZvQne2+q7rLGWRX1oGTWrf7uCQp53CxCssq1d4ZpMFdopr0fgAAIHA1OLS/+OKLeuKJJ/Tpp5/q+PHjKi4urvMAmsPeY6XacaREQXabru0dZ3U5APzov6ekKSk6VAcLy/WL97OtLqeOnLya496aOrTHRjh1++VdJUnzV+6SJK05Pco+skcHBTsavY8sAABoYRr8U3/cuHH64osvNHbsWMXFxSk6OlrR0dGKiopSdHRgTVtE67V8S83U+Cu6d5ArLNjiagD4U+0xcA67Te9nHdb7mYesLkmSVFReqQMnyiU17fT4Wv95TXcFO2xav+e4Mvad8G1Cx3p2AADalgavaV+1apU/6gAapHZq/Ph+7BoPtAXDkmM087qe+vWKnXrq/WwNS45Wl5gwS2vadno9e+eoUL/s5J4YFaqpQ5K0aOMB/d+PtytjX6EkzmcHAKCtaXBoHz169AWfy8rKupRagHo5VlKhjad/eSW0A23HjGt7au3OY9q4r1APLczU3+8fqSALp4nXbkLX1w+j7LX+a0wPvZNxQF/sOSFJ6hITquQO1v6xAgAANK9L/m2nqKhIv/nNbzR06FANGzasKWoCvtMnW4/IGGlAZ5cSo0KtLgdAMwly2PXKbYMV4QzSpv0nNe/0Wm+r5JzehK5/E69nP1O3juGaNCjR9/HVqbGy2Wx+ux8AAAg8jQ7tK1eu1F133aVOnTpp3rx5uuGGG7Rx48amrA04r9qj3tIZZQfanC4xYXr2ljRJ0ryVO7Vx7wnLavHXzvFne3BMT99/X8PUeAAA2pwGhfaDBw/q2WefVffu3XX77bcrOjpalZWV+sc//qFnn31WQ4YM8VedgCSptKJKn+2qOXIwvT9HvQFt0c2DO2vqkM7yGumhhVmWHAPnqfJqZ4Fbkn82oTtT74QIzRqXqvR+8RrTm9AOAEBbU+/QfsMNN6hfv37asmWL5s2bp8OHD2vevHn+rA04x5odR+Wp8iq5Q5h6xbe3uhwAFnnm5v7qGhOmQyfL9XMLjoHbWeBWZbVRZLsgJUX7f5nOrHG99IcfDle7YIff7wUAAAJLvUP7smXLdN999+mZZ57RjTfeKIeDXxzQ/JZt+XZqPOs6gbYrol2wfv0fg2W3SR9kHdaeoyXNev8zp8bzvQgAAPhTvUP7Z599JrfbreHDh2vEiBGaP3++jh496s/agDoqq736ZOvp0M7UeKDNG9o1Wlf2rDmzfGlOfrPeu3bn+H6dXM16XwAA0PbUO7SPHDlSr7/+uvLy8nT//fdr4cKF6ty5s7xer5YvXy632+3POgF9lXtCxaeq1CE8REO7RltdDoAAMDGtkyRpaXYzh/Zm2oQOAACgwbvHh4WF6cc//rHWrl2rzZs369FHH9ULL7yguLg4TZ482R81ApKkZadH0sb1jZfDznRUANL4fvGy2aRvDhbpYGFZs9zTGOMbaffncW8AAADSJZ7T3rt3b7300ks6ePCg3n777aaqCTiHMebb9ez9OeoNQI3YCKcu6xYjqflG2w8Wlst9qkohDrt6xLIhJgAA8K9LCu21HA6HpkyZog8//LApXg44R/ahYuUVnVJYiMO3hhUAJGliWs0eFx8307r2nNNT41Pj2yskqEl+jAIAAFwQv22gRVi+peaX8WtSYznyCEAd15/emHLjvkIVuE/5/X7fbkLH1HgAAOB/hHa0CEyNB3AhiVGhGtQlSsZIH+cc8fv9thwuksR6dgAA0DwI7Qh4+46Xalu+Ww67Tdf1ibO6HAABqHaK/NLsPL/f69ud4znuDQAA+B+hHQFv+elR9hEpMYoKC7G4GgCBqDa0f7HnhApLPX67T2GpR4eLaqbg9+0U4bf7AAAA1CK0I+AtOz3dNb0fU+MBnF9yh3D17RSpaq/R8q3+myJfu549uUOYItoF++0+AAAAtQjtCGjHSiq0cd8JSdL405tNAcD5fDtF3n+7yPumxrMJHQAAaCaEdgS0lVsL5DVSWudIdY4KtbocAAFswunQvnbnMblPVfrlHuwcDwAAmhuhHQFt2emj3tL7McoO4LulxrVX99hweaq9WrmtwC/3+HYTOkI7AABoHoR2BKzSiiqt2XlMEke9Abg4m83m1ynypyqrtetoiSSpPzvHAwCAZkJoR8D6bOdReaq86hoTpt7x7NIM4OImpnWSJH26/ajKPdVN+to7jrhV7TWKCQ9RfKSzSV8bAADgQgjtCFhn7hpvs9ksrgZAS9A/MVJJ0aEqr6zW6h1NO0X+zE3o+J4EAACaC6EdAamy2qtPTq9JHc9RbwDqyWazacLpkyaWNPEUed8mdKxnBwAAzYjQjoC0IfeEisorFRMeomHJ0VaXA6AFmTigJrSv3FqgiqqmmyKfc3qkvT+hHQAANCNCOwLSsi01U+PH9olTkIMvUwD1N6RLtOIinHJXVGndruNN8pper9FWjnsDAAAWIA0h4BhjtPx0aE/vz1FvABrGbrfpet8U+bwmec19J8pU5qmWM8iulI7hTfKaAAAA9WFpaH/++ed12WWXKSIiQnFxcZoyZYq2b99ep40xRk8//bQSExMVGhqqMWPGKCcnp06biooKzZw5Ux07dlR4eLgmT56sgwcPNudbQRPKOVysQyfLFRrs0NWpHa0uB0ALVHv02/ItR1RV7b3k18s5XCRJ6tMpktk/AACgWVn6m8fq1as1ffp0ffHFF1q+fLmqqqqUnp6u0tJSX5uXXnpJc+fO1fz587VhwwYlJCRo/PjxcrvdvjazZs3S4sWLtXDhQq1du1YlJSW66aabVF3dtMf9oHnUTo2/pldHtQt2WFwNgJbo8pQYRYcFq7CsUl/lnrjk1ztz53gAAIDmZGloX7p0qe655x71799fgwYN0ptvvqn9+/crIyNDUs0o+69//Wv97Gc/09SpU5WWlqY///nPKisr01tvvSVJKioq0htvvKGXX35Z48aN05AhQ/S3v/1Nmzdv1ooVK6x8e2ikZTk1Oz6n92NqPIDGCXLYfd9DmmIXeXaOBwAAVgmoOX5FRTXTD2NiYiRJubm5ys/PV3p6uq+N0+nU6NGjtW7dOklSRkaGKisr67RJTExUWlqar83ZKioqVFxcXOeBwLD/eJm25bvlsNt0XZ84q8sB0IJNOD1F/uOcfHm95pJei5F2AABglYAJ7cYYPfLII7rqqquUlpYmScrPrxkdiY+ve053fHy877n8/HyFhIQoOjr6gm3O9vzzz8vlcvkeXbp0aeq3g0ZatqXm/9nl3WIUHR5icTUAWrJRPTsowhmkAneFNu0vbPTrHHVXqMBdIZtN6tspogkrBAAAuLiACe0zZszQN998o7fffvuc52w2W52PjTHnXDvbd7WZPXu2ioqKfI8DBw40vnA0qWW+XePjL9ISAL6bM8ihsX1rZuxcyhT52qnxKR3DFRYS1CS1AQAA1FdAhPaZM2fqww8/1KpVq5SUlOS7npBQM7Xx7BHzgoIC3+h7QkKCPB6PCgsLL9jmbE6nU5GRkXUesN7xkgpt3FuzYdT4foR2AJduQlonSdLS7HwZ07gp8kyNBwAAVrI0tBtjNGPGDL333ntauXKlUlJS6jyfkpKihIQELV++3HfN4/Fo9erVGjVqlCRp2LBhCg4OrtMmLy9P2dnZvjZoGT7ZViCvqfnFOCk6zOpyALQCo3vFKjTYoUMny5V9qHH7l7AJHQAAsJKl8/ymT5+ut956Sx988IEiIiJ8I+oul0uhoaGy2WyaNWuWnnvuOaWmpio1NVXPPfecwsLCdMcdd/ja3nvvvXr00UfVoUMHxcTE6LHHHtOAAQM0btw4K98eGmhZDlPjATSt0BCHxvSO1ZLsfC3JztOAJFeDX6P2jPb+iQ3/XAAAgEtlaWj/7W9/K0kaM2ZMnetvvvmm7rnnHknSE088ofLycj344IMqLCzUiBEjtGzZMkVEfLsZ0CuvvKKgoCDdeuutKi8v19ixY7VgwQI5HJzx3VKUear02c6jkjjqDUDTmpCWoCXZ+Vqana/Hr+990T1RzlTmqVLusVJJTI8HAADWsDS012d9oc1m09NPP62nn376gm3atWunefPmad68eU1YHZrTmh3HVFHlVVJ0KLszA2hS1/WJU4jDrj3HSrWzoES94uv/PWZbvlvGSLERTsVGOP1YJQAAwPkFxEZ0QO1Rb+n9Eho0CgYAFxPRLlhXp3aUJC3Z3LBd5Gs3oevPenYAAGARQjssV1Xt1SdbCySxnh2Af1yfVrPsZkl2XoM+L4ed4wEAgMUI7bDcp9uPqqi8UtFhwRqeHG11OQBaofF94+Ww27Qt3629p9eo1wc7xwMAAKsR2mEpY4xeWbFDknTr8C4KcvAlCaDpRYeHaGT3DpKkpTn1myJfVe3VtjxG2gEAgLVISLDUxzn5yjlcrPAQh+4f3cPqcgC0YhN8U+TrF9pzj5WqosqrsBCHunUI92dpAAAAF0Roh2WqvUYvL6sZZb/3qhTFhIdYXBGA1iy9f7xsNunrAyd1+GT5RdvXTo3v2ylSdjsbZAIAAGsQ2mGZf359WDsLShTZLkj3Xt3d6nIAtHJxEe18+2Ysrcdo+xY2oQMAAAGA0A5LVFZ79evTa9nvH91DrtBgiysC0BZMSOskqZ6hPY/j3gAAgPUI7bDEe5sOau/xMsWEh+ieUd2sLgdAG1G7rn3DvhM66q64YDtjzLfHvRHaAQCAhQjtaHYVVdX63092SZIeHNND4c4giysC0FZ0jgrVwCSXjJGWbbnwaPuR4gqdKPXIYbepV3xEM1YIAABQF6EdzW7RhgM6dLJccRFO3XVFstXlAGhjakfbv2uK/Ja8IklSj9hwtQt2NEtdAAAA50NoR7Mq91Rr3sqaUfaZ1/Xkl2EAzW7i6XXt63cf18kyz3nb1G5C1z/R1Wx1AQAAnA+hHc3qb1/s01F3hTpHheq2y7paXQ6ANiilY7j6JESoymu0YmvBedvksHM8AAAIEIR2NJuSiir9dvVuSdJD41IVEsSXHwBrXN+/dop83nmfr905nk3oAACA1UhNaDYLPs/ViVKPUjqGa+qQzlaXA6ANmzigJrSv2XlMJRVVdZ5zn6rUvuNlkhhpBwAA1iO0o1kUlVXq92v2SJJmjUtVkIMvPQDW6R0foZSO4fJUebVyW90p8lvz3JKkRFc7RYeHWFEeAACAD8kJzeKPa/fIfapKveMjNGlgotXlAGjjbDabbxf5j8/aRX7L4Zqd45kaDwAAAgGhHX53vKRCf1qbK0l6eHwv2e02iysCAGni6dC+anuBTlVW+6771rMzNR4AAAQAQjv87vdr9qjUU620zpG6vn+81eUAgCRpQGeXOkeFqsxTrdU7jvquf7sJHce9AQAA6xHa4VdHik/pz+v2SpIeTe8tm41RdgCBwWaznbGLfM0U+cpqr3bkl0iS+jM9HgAABABCO/zqtVW7VFHl1bDkaI3pFWt1OQBQR+0u8iu2HpGnyqtdBSXyVHsV4QxSUnSoxdUBAABIQVYXgNbrYGGZ3v5qvyTp0fRejLIDCDjDukYrNsKpo+4Krdt9TMdLPJKkvomRfM8CAAABgZF2+M28T3apstpoVI8OGtWjo9XlAMA57Hab0vvV7LWxNDvft56dqfEAACBQENrhF7nHSvXupoOSatayA0CgmpjWSZK0bMsRbT54+rg3do4HAAABgunx8ItXV+xQtdfouj5xGpYcbXU5AHBBI7rHKCosWCdKPfqq9IQkzmgHAACBg5F2NLkdR9z64OvDkqRHxveyuBoA+G7BDrvG940/42ObUuMiLKwIAADgW4R2NLlXlu+QMdLEtASldeacYwCBb0Jagu+/U+MiFBLEj0cAABAY+K0ETSr7UJGWZOfLZpMeZpQdQAtxVWpHtXfWrBhjajwAAAgkhHY0qbnLd0iSbh6UqF7xTC8F0DI4gxy64fSZ7ZenxFhcDQAAwLfYiA5NJmNfoVZuK5DDbtND4xhlB9CyPD25v24Y0EnXpMZaXQoAAIAPoR1NZu7y7ZKk7w9NUkrHcIurAYCGCQsJ0pjecVaXAQAAUAfT49Ek1u0+ps93HVeww6aZY3taXQ4AAAAAtAqEdlwyY4xeXlazlv32y7sqKTrM4ooAAAAAoHUgtOOSfbrjqDL2FcoZZNf0axllBwAAAICmQmjHJakZZa9Zy/7DkcmKj2xncUUAAAAA0HoQ2nFJPs45ouxDxQoPceiB0T2sLgcAAAAAWhVCOxqt2mt8O8b/+KoUdWjvtLgiAAAAAGhdCO1otI++OawdR0oU2S5I913d3epyAAAAAKDVIbSjUaqqvfr1ip2SpP+8prtcocEWVwQAAAAArU+Q1QWg5fFUefW/n+xU7rFSxYSH6J4rU6wuCQAAAABaJUI76s0Yo2VbjuiFJduUe6xUkjT92p5q7+TLCAAAAAD8gbSFesk+VKRffrRFX+aekCR1bB+iR8b31u2Xd7G4MgAAAABovQjt+E55ReX6vx9v1+LMQzJGcgbZdd/VKXpgdA9FtGMdOwAAAAD4E6Ed51VaUaXfr96tP3y2R6cqvZKkKYMT9fiEPuocFWpxdQAAAADQNhDaUUe11+jdjAP61bIdOuqukCRd1i1aP7uxnwZ3ibK2OAAAAABoYwjt8Fm785ie/dcWbct3S5K6xoRp9sQ+mpCWIJvNZnF1AAAAAND2ENqhXQVuPffvbVq5rUCSFNkuSD8Zm6ppI5PlDHJYXB0AAAAAtF2E9jbseEmFfr1ip976ar+qvUZBdpvuuiJZD41NVXR4iNXlAQAAAECbR2hvg05VVmvBur16beUuuSuqJEnj+8Vr9sQ+6h7b3uLqAAAAAAC1CO1tiDFGH32TpxeXbtPBwnJJUv/ESD11Yz+N7NHB4uoAAAAAAGcjtLcRx0sqNP2tTfpizwlJUnykU49f30dTh3SW3c4mcwAAAAAQiAjtbcCuArd+tGCDDpwoV2iwQw+M7qH/c02KwkL43w8AAAAAgYzU1sp9vuuYHvhbhtynqtQ1Jkx/uucy9Yxj3ToAAAAAtASE9lZs4Vf79dT72aryGg1PjtYffjhcMewKDwAAAAAtBqG9FfJ6jV78eJt+v3qPJOnmwYl68XsD1S6YM9cBAAAAoCUhtLcy5Z5qPbwoS0tz8iVJD41N1axxqbLZ2GwOAAAAAFoaQnsrUlB8Svf9ZaO+OVikEIddL31/oKYM6Wx1WQAAAACARiK0txJb84p174INOlx0StFhwfrDD4frsm4xVpcFAAAAALgEhPZWYNW2As14a5NKPdXqHhuuN++5TMkdwq0uCwAAAABwiQjtLdyf1+3VM//MkddII7t30O/uGiZXWLDVZQEAAAAAmgChvYWq9hr98qMtWrBuryTp1uFJenbKAIUE2a0tDAAAAADQZAjtLVBJRZV+8namVm4rkCQ9OaGPHhjdnR3iAQAAAKCVIbS3MIdPluvHCzZoW75bziC7XrltsG4Y0MnqsgAAAAAAfkBob0G+OXhS9/55o466K9SxvVN/vHu4BneJsrosAAAAAICfENpbiI9z8vXQwkydqvSqd3yE3rhnuJKiw6wuCwAAAADgR4T2AGeM0euf7dHzS7bJGGl0r1jNv2OIItqxQzwAAAAAtHaE9gDmqfJqzofZevurA5KkaVcka86kfgpysEM8AAAAALQFhPYAtS2/WA8v+lpb84pls0k/v7GffnRlN3aIBwAAAIA2hNAeYKq9Rn/8bI9eXrZDnmqvYsJD9KsfDNR1feKtLg0AAAAA0MwI7QHkwIkyPfr3r/XV3hOSpHF94/T81IGKjXBaXBkAAAAAwAqE9gBgjNGiDQf0y4+2qNRTrfAQh+ZM6q8fDE9iOjwAAAAAtGGEdosVuE9p9j8265NtBZKky1Ni9PIPBqlLDMe5AQAAAEBbR2i30JLNefrp4s0qLKtUiMOux6/vrXuvSpHdzug6AAAAAIDQbomi8ko982GO3ss8JEnq1ylSr9w2WL0TIiyuDAAAAAAQSAjtzezzXcf02DtfK6/olOw26cExPfWTsakKCeLsdQAAAABAXYT2ZlLuqdaLS7dpwbq9kqRuHcL08q2DNSw52trCAAAAAAABi9DeDL4+cFIP/z1Le46WSpLuuqKrfnpDX4WF8M8PAAAAALgwUqMfVVZ7NX/lLs1ftUvVXqP4SKde+v4gje4Va3VpAAAAAIAWgNDuJ7sK3Hp40dfafKhIkjR5UKL+++b+igoLsbgyAAAAAEBLQWhvYl6v0YJ1e/Xi0m2qqPLKFRqsZ6ekadKgRKtLAwAAAAC0MIT2JmSM0cN/z9IHWYclSaN7xeql7w9UfGQ7iysDAAAAALREhPYm9Obne/VB1mEFO2yaM6m/7hzRVTabzeqyAAAAAAAtFKG9iWTsK9Rz/94qSfrZDX111xXJFlcEAAAAAGjp7FYX0BocL6nQjLc2qcprdOPATrp7VDerSwIAAAAAtAKE9ktU7TWatShLeUWn1D02XC9+byBT4gEAAAAATYLQfonmrdypz3YeU7tgu3575zC1d7LiAAAAAADQNAjtl2DNjqN69ZOdkqTnbhmg3gkRFlcEAAAAAGhNCO2NdPhkuR5amCljpNsv76qpQ5OsLgkAAAAA0MoQ2hvBU+XVjLc2qbCsUv0TIzVnUj+rSwIAAAAAtEKE9kZ4Yck2bdp/UhHtgvTbO4epXbDD6pIAAAAAAK0Qob2B/vVNnv70ea4kae6tg9W1Q5jFFQEAAAAAWitCewPsPlqiJ979WpJ0/+juGt8v3uKKAAAAAACtGaG9nso91Xrwb5tU6qnW5Skxejy9t9UlAQAAAABaOUJ7PRhj9LP3N2v7Ebc6tndq/u1DFOTgnw4AAAAA4F8kz3pYtOGA3tt0SHabNO/2IYqLbGd1SQAAAACANoDQfhHZh4r0iw9zJEmPXd9bI3t0sLgiAAAAAEBbQWj/DkXllXrw/22Sp8qrsX3i9MA1PawuCQAAAADQhhDaL8AYo8fe+Vr7T5QpKTpUL986SHa7zeqyAAAAAABtCKH9Al7/bI+WbzmiEIddv7lzqKLCQqwuCQAAAADQxhDaz+Or3BN6cel2SdIvJvXTwKQoawsCAAAAALRJhPazHHVXaMZbm1TtNZoyOFF3juhqdUkAAAAAgDYqyOoCAklVtVc/eSdTBe4Kpca11//cMkA2G+vYAQAAAADWYKT9DK+t2qX1e44rLMSh3941VOFO/qYBAAAAALAOof0Mr3+WK0l64XsD1TMuwuJqAAAAAABtHaH9LD8cmazJgxKtLgMAAAAAAEL7mdI6u/SzG/taXQYAAAAAAJII7XW8/IOBcgY5rC4DAAAAAABJhPY6OkeHWV0CAAAAAAA+hHYAAAAAAAIUoR0AAAAAgABFaAcAAAAAIEAR2gEAAAAACFCEdgAAAAAAAhShHQAAAACAAEVoBwAAAAAgQBHaAQAAAAAIUIR2AAAAAAAClKWhfc2aNZo0aZISExNls9n0/vvv13neGKOnn35aiYmJCg0N1ZgxY5STk1OnTUVFhWbOnKmOHTsqPDxckydP1sGDB5vxXQAAAAAA4B+WhvbS0lINGjRI8+fPP+/zL730kubOnav58+drw4YNSkhI0Pjx4+V2u31tZs2apcWLF2vhwoVau3atSkpKdNNNN6m6urq53gYAAAAAAH5hM8YYq4uQJJvNpsWLF2vKlCmSakbZExMTNWvWLD355JOSakbV4+Pj9eKLL+r+++9XUVGRYmNj9de//lW33XabJOnw4cPq0qWL/v3vf+v6668/770qKipUUVHh+7i4uFhdunRRUVGRIiMj/ftGAQAAAABtXnFxsVwu10VzaMCuac/NzVV+fr7S09N915xOp0aPHq1169ZJkjIyMlRZWVmnTWJiotLS0nxtzuf555+Xy+XyPbp06eK/NwIAAAAAQCMFbGjPz8+XJMXHx9e5Hh8f73suPz9fISEhio6OvmCb85k9e7aKiop8jwMHDjRx9QAAAAAAXLogqwu4GJvNVudjY8w51852sTZOp1NOp7NJ6gMAAAAAwF8CdqQ9ISFBks4ZMS8oKPCNvickJMjj8aiwsPCCbQAAAAAAaKkCNrSnpKQoISFBy5cv913zeDxavXq1Ro0aJUkaNmyYgoOD67TJy8tTdna2rw0AAAAAAC2VpdPjS0pKtGvXLt/Hubm5ysrKUkxMjLp27apZs2bpueeeU2pqqlJTU/Xcc88pLCxMd9xxhyTJ5XLp3nvv1aOPPqoOHTooJiZGjz32mAYMGKBx48ZZ9bYAAAAAAGgSlob2jRs36tprr/V9/Mgjj0iS7r77bi1YsEBPPPGEysvL9eCDD6qwsFAjRozQsmXLFBER4fucV155RUFBQbr11ltVXl6usWPHasGCBXI4HM3+fgAAAAAAaEoBc067lep7Ph4AAAAAAE2hxZ/TDgAAAABAW0doBwAAAAAgQBHaAQAAAAAIUIR2AAAAAAACFKEdAAAAAIAAZemRb4GidgP94uJiiysBAAAAALQFtfnzYge6Edolud1uSVKXLl0srgQAAAAA0Ja43W65XK4LPs857ZK8Xq969eqljIwM2Ww2q8tpk4qLi9WlSxcdOHDgO88ohH9ddtll2rBhg9VltFn0A+vRB6xFHwgM9ANr0Q8CA/3AWm2lHxhj5Ha7lZiYKLv9wivXGWmXZLfbFRIS8p1/3UDziIyMbNUdM9A5HA7+/QMA/cA69IHAQB+wFv0gMNAPrEU/CAxtoR/UJ4OyEd1p06dPt7oEwHL0A7R19AGAfgBI9AMEFqbHIyAUFxfL5XKpqKio1f81DbgQ+gHaOvoAQD8AJPrB2RhpR0BwOp2aM2eOnE6n1aUAlqEfoK2jDwD0A0CiH5yNkXYAAAAAAAIUI+0AAAAAAAQoQjsAAAAAAAGK0A4AAAAAQIAitAMAAAAAEKAI7QAAAAAABChCO5rMmjVrNGnSJCUmJspms+n999+v8/yRI0d0zz33KDExUWFhYZowYYJ27tzpe37v3r2y2Wznfbzzzju+doWFhZo2bZpcLpdcLpemTZumkydPNtO7BC7sUvuAJOXn52vatGlKSEhQeHi4hg4dqnfffbdOG/oAAllT9IPdu3frlltuUWxsrCIjI3XrrbfqyJEjddrQDxConn/+eV122WWKiIhQXFycpkyZou3bt9dpY4zR008/rcTERIWGhmrMmDHKycmp06aiokIzZ85Ux44dFR4ersmTJ+vgwYN12tAPEKiaqh/84Q9/0JgxYxQZGSmbzXber++20A8I7WgypaWlGjRokObPn3/Oc8YYTZkyRXv27NEHH3ygzMxMJScna9y4cSotLZUkdenSRXl5eXUezzzzjMLDwzVx4kTfa91xxx3KysrS0qVLtXTpUmVlZWnatGnN9j6BC7nUPiBJ06ZN0/bt2/Xhhx9q8+bNmjp1qm677TZlZmb62tAHEMgutR+UlpYqPT1dNptNK1eu1Oeffy6Px6NJkybJ6/X6Xot+gEC1evVqTZ8+XV988YWWL1+uqqoqpaen1/le/9JLL2nu3LmaP3++NmzYoISEBI0fP15ut9vXZtasWVq8eLEWLlyotWvXqqSkRDfddJOqq6t9begHCFRN1Q/Kyso0YcIE/fSnP73gvdpEPzCAH0gyixcv9n28fft2I8lkZ2f7rlVVVZmYmBjz+uuvX/B1Bg8ebH784x/7Pt6yZYuRZL744gvftfXr1xtJZtu2bU37JoBL0Ng+EB4ebv7yl7/Uea2YmBjzxz/+0RhDH0DL0ph+8PHHHxu73W6Kiop8bU6cOGEkmeXLlxtj6AdoWQoKCowks3r1amOMMV6v1yQkJJgXXnjB1+bUqVPG5XKZ3/3ud8YYY06ePGmCg4PNwoULfW0OHTpk7Ha7Wbp0qTGGfoCWpTH94EyrVq0ykkxhYWGd622lHzDSjmZRUVEhSWrXrp3vmsPhUEhIiNauXXvez8nIyFBWVpbuvfde37X169fL5XJpxIgRvmtXXHGFXC6X1q1b56fqgUtX3z5w1VVXadGiRTpx4oS8Xq8WLlyoiooKjRkzRhJ9AC1bffpBRUWFbDabnE6nr027du1kt9t9begHaEmKiookSTExMZKk3Nxc5efnKz093dfG6XRq9OjRvq/fjIwMVVZW1mmTmJiotLQ0Xxv6AVqSxvSD+mgr/YDQjmbRp08fJScna/bs2SosLJTH49ELL7yg/Px85eXlnfdz3njjDfXt21ejRo3yXcvPz1dcXNw5bePi4pSfn++3+oFLVd8+sGjRIlVVValDhw5yOp26//77tXjxYvXo0UMSfQAtW336wRVXXKHw8HA9+eSTKisrU2lpqR5//HF5vV5fG/oBWgpjjB555BFdddVVSktLkyTf12h8fHydtvHx8b7n8vPzFRISoujo6O9sQz9AS9DYflAfbaUfENrRLIKDg/WPf/xDO3bsUExMjMLCwvTpp59q4sSJcjgc57QvLy/XW2+9VWeUvZbNZjvnmjHmvNeBQFHfPvDUU0+psLBQK1as0MaNG/XII4/oBz/4gTZv3uxrQx9AS1WffhAbG6t33nlH//znP9W+fXu5XC4VFRVp6NChdfoK/QAtwYwZM/TNN9/o7bffPue5s79W6/P1e3Yb+gFagqbuBxd7jca+TiALsroAtB3Dhg1TVlaWioqK5PF4FBsbqxEjRmj48OHntH333XdVVlamH/7wh3WuJyQknLODsCQdPXr0nL/UAYHmYn1g9+7dmj9/vrKzs9W/f39J0qBBg/TZZ5/ptdde0+9+9zv6AFq8+vwsSE9P1+7du3Xs2DEFBQUpKipKCQkJSklJkcTPArQMM2fO1Icffqg1a9YoKSnJdz0hIUFSzQhhp06dfNcLCgp8X78JCQnyeDwqLCysM9peUFDgm4FIP0BLcCn9oD7aSj9gpB3NzuVyKTY2Vjt37tTGjRt18803n9PmjTfe0OTJkxUbG1vn+siRI1VUVKSvvvrKd+3LL79UUVFRnWn0QCC7UB8oKyuTJNntdb81OxwO367Z9AG0FvX5WdCxY0dFRUVp5cqVKigo0OTJkyXRDxDYjDGaMWOG3nvvPa1cudL3x6ZaKSkpSkhI0PLly33XPB6PVq9e7fv6HTZsmIKDg+u0ycvLU3Z2tq8N/QCBrCn6QX20mX5gzf53aI3cbrfJzMw0mZmZRpKZO3euyczMNPv27TPGGPP3v//drFq1yuzevdu8//77Jjk52UydOvWc19m5c6ex2WxmyZIl573PhAkTzMCBA8369evN+vXrzYABA8xNN93k1/cG1Mel9gGPx2N69uxprr76avPll1+aXbt2mV/96lfGZrOZf/3rX7529AEEsqb4WfCnP/3JrF+/3uzatcv89a9/NTExMeaRRx6p04Z+gED1X//1X8blcplPP/3U5OXl+R5lZWW+Ni+88IJxuVzmvffeM5s3bza333676dSpkykuLva1eeCBB0xSUpJZsWKF2bRpk7nuuuvMoEGDTFVVla8N/QCBqqn6QV5ensnMzDSvv/66kWTWrFljMjMzzfHjx31t2kI/ILSjydQexXD24+677zbGGPPqq6+apKQkExwcbLp27WqeeuopU1FRcc7rzJ492yQlJZnq6urz3uf48ePmzjvvNBERESYiIsLceeed5xz/AFihKfrAjh07zNSpU01cXJwJCwszAwcOPOcIOPoAAllT9IMnn3zSxMfHm+DgYJOammpefvll4/V667ShHyBQne/rX5J58803fW28Xq+ZM2eOSUhIME6n01xzzTVm8+bNdV6nvLzczJgxw8TExJjQ0FBz0003mf3799dpQz9AoGqqfjBnzpyLvk5b6Ac2Y4zx71g+AAAAAABoDNa0AwAAAAAQoAjtAAAAAAAEKEI7AAAAAAABitAOAAAAAECAIrQDAAAAABCgCO0AAAAAAAQoQjsAAAAAAAGK0A4AAAAAQIAitAMAAAAAEKAI7QAAAAAABChCOwAAAAAAAer/Az77/dFrEYbhAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "oildata = [\n",
    "    111.0091,\n",
    "    130.8284,\n",
    "    141.2871,\n",
    "    154.2278,\n",
    "    162.7409,\n",
    "    192.1665,\n",
    "    240.7997,\n",
    "    304.2174,\n",
    "    384.0046,\n",
    "    429.6622,\n",
    "    359.3169,\n",
    "    437.2519,\n",
    "    468.4008,\n",
    "    424.4353,\n",
    "    487.9794,\n",
    "    509.8284,\n",
    "    506.3473,\n",
    "    340.1842,\n",
    "    240.2589,\n",
    "    219.0328,\n",
    "    172.0747,\n",
    "    252.5901,\n",
    "    221.0711,\n",
    "    276.5188,\n",
    "    271.1480,\n",
    "    342.6186,\n",
    "    428.3558,\n",
    "    442.3946,\n",
    "    432.7851,\n",
    "    437.2497,\n",
    "    437.2092,\n",
    "    445.3641,\n",
    "    453.1950,\n",
    "    454.4096,\n",
    "    422.3789,\n",
    "    456.0371,\n",
    "    440.3866,\n",
    "    425.1944,\n",
    "    486.2052,\n",
    "    500.4291,\n",
    "    521.2759,\n",
    "    508.9476,\n",
    "    488.8889,\n",
    "    509.8706,\n",
    "    456.7229,\n",
    "    473.8166,\n",
    "    525.9509,\n",
    "    549.8338,\n",
    "    542.3405,\n",
    "]\n",
    "oil = pd.Series(oildata, index=pd.date_range(\"1965\", \"2013\", freq=\"YS\"))\n",
    "oil.plot()\n",
    "plt.ylabel(\"Annual oil production in Saudi Arabia (Mt)\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The plot above shows annual oil production in Saudi Arabia in million tonnes. The data are taken from the R package `fpp2` (companion package to prior version [1]).\n",
    "Below you can see how to fit a simple exponential smoothing model using statsmodels's ETS implementation to this data. Additionally, the fit using `forecast` in R is shown as comparison."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xadde5de1e8ed>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "model = ETSModel(oil)\n",
    "fit = model.fit(maxiter=10000)\n",
    "oil.plot(label=\"data\")\n",
    "fit.fittedvalues.plot(label=\"statsmodels fit\")\n",
    "plt.ylabel(\"Annual oil production in Saudi Arabia (Mt)\")\n",
    "\n",
    "# obtained from R\n",
    "params_R = [0.99989969, 0.11888177503085334, 0.80000197, 36.46466837, 34.72584983]\n",
    "yhat = model.smooth(params_R).fittedvalues\n",
    "yhat.plot(label=\"R fit\", linestyle=\"--\")\n",
    "\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By default the initial states are considered to be fitting parameters and are estimated by maximizing log-likelihood. It is possible to only use a heuristic for the initial values:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xadde5de1e8ed>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "model_heuristic = ETSModel(oil, initialization_method=\"heuristic\")\n",
    "fit_heuristic = model_heuristic.fit()\n",
    "oil.plot(label=\"data\")\n",
    "fit.fittedvalues.plot(label=\"estimated\")\n",
    "fit_heuristic.fittedvalues.plot(label=\"heuristic\", linestyle=\"--\")\n",
    "plt.ylabel(\"Annual oil production in Saudi Arabia (Mt)\")\n",
    "\n",
    "# obtained from R\n",
    "params = [0.99989969, 0.11888177503085334, 0.80000197, 36.46466837, 34.72584983]\n",
    "yhat = model.smooth(params).fittedvalues\n",
    "yhat.plot(label=\"with R params\", linestyle=\":\")\n",
    "\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The fitted parameters and some other measures are shown using `fit.summary()`. Here we can see that the log-likelihood of the model using fitted initial states is fractionally lower than the one using a heuristic for the initial states."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                 ETS Results                                  \n",
      "==============================================================================\n",
      "Dep. Variable:                      y   No. Observations:                   49\n",
      "Model:                       ETS(ANN)   Log Likelihood                -259.257\n",
      "Date:                Fri, 20 Mar 2026   AIC                            524.514\n",
      "Time:                        11:18:46   BIC                            530.189\n",
      "Sample:                    01-01-1965   HQIC                           526.667\n",
      "                         - 01-01-2013   Scale                         2307.767\n",
      "Covariance Type:               approx                                         \n",
      "===================================================================================\n",
      "                      coef    std err          z      P>|z|      [0.025      0.975]\n",
      "-----------------------------------------------------------------------------------\n",
      "smoothing_level     0.9999      0.132      7.551      0.000       0.740       1.259\n",
      "initial_level     110.7864     48.110      2.303      0.021      16.492     205.081\n",
      "===================================================================================\n",
      "Ljung-Box (Q):                        1.87   Jarque-Bera (JB):                20.78\n",
      "Prob(Q):                              0.39   Prob(JB):                         0.00\n",
      "Heteroskedasticity (H):               0.49   Skew:                            -1.04\n",
      "Prob(H) (two-sided):                  0.16   Kurtosis:                         5.42\n",
      "===================================================================================\n",
      "\n",
      "Warnings:\n",
      "[1] Covariance matrix calculated using numerical (complex-step) differentiation.\n"
     ]
    }
   ],
   "source": [
    "print(fit.summary())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                 ETS Results                                  \n",
      "==============================================================================\n",
      "Dep. Variable:                      y   No. Observations:                   49\n",
      "Model:                       ETS(ANN)   Log Likelihood                -260.521\n",
      "Date:                Fri, 20 Mar 2026   AIC                            525.042\n",
      "Time:                        11:18:46   BIC                            528.826\n",
      "Sample:                    01-01-1965   HQIC                           526.477\n",
      "                         - 01-01-2013   Scale                         2429.964\n",
      "Covariance Type:               approx                                         \n",
      "===================================================================================\n",
      "                      coef    std err          z      P>|z|      [0.025      0.975]\n",
      "-----------------------------------------------------------------------------------\n",
      "smoothing_level     0.9999      0.132      7.559      0.000       0.741       1.259\n",
      "==============================================\n",
      "              initialization method: heuristic\n",
      "----------------------------------------------\n",
      "initial_level                          33.6309\n",
      "===================================================================================\n",
      "Ljung-Box (Q):                        1.85   Jarque-Bera (JB):                18.42\n",
      "Prob(Q):                              0.40   Prob(JB):                         0.00\n",
      "Heteroskedasticity (H):               0.44   Skew:                            -1.02\n",
      "Prob(H) (two-sided):                  0.11   Kurtosis:                         5.21\n",
      "===================================================================================\n",
      "\n",
      "Warnings:\n",
      "[1] Covariance matrix calculated using numerical (complex-step) differentiation.\n"
     ]
    }
   ],
   "source": [
    "print(fit_heuristic.summary())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Holt-Winters' seasonal method\n",
    "\n",
    "The exponential smoothing method can be modified to incorporate a trend and a seasonal component. In the additive Holt-Winters' method, the seasonal component is added to the rest. This model corresponds to the ETS(A, A, A) model, and has the following state space formulation:\n",
    "\n",
    "\\begin{align}\n",
    "y_t &= l_{t-1} + b_{t-1} + s_{t-m} + e_t\\\\\n",
    "l_{t} &= l_{t-1} + b_{t-1} + \\alpha e_t\\\\\n",
    "b_{t} &= b_{t-1} + \\beta e_t\\\\\n",
    "s_{t} &= s_{t-m} + \\gamma e_t\n",
    "\\end{align}\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Australian Tourists')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "austourists_data = [\n",
    "    30.05251300,\n",
    "    19.14849600,\n",
    "    25.31769200,\n",
    "    27.59143700,\n",
    "    32.07645600,\n",
    "    23.48796100,\n",
    "    28.47594000,\n",
    "    35.12375300,\n",
    "    36.83848500,\n",
    "    25.00701700,\n",
    "    30.72223000,\n",
    "    28.69375900,\n",
    "    36.64098600,\n",
    "    23.82460900,\n",
    "    29.31168300,\n",
    "    31.77030900,\n",
    "    35.17787700,\n",
    "    19.77524400,\n",
    "    29.60175000,\n",
    "    34.53884200,\n",
    "    41.27359900,\n",
    "    26.65586200,\n",
    "    28.27985900,\n",
    "    35.19115300,\n",
    "    42.20566386,\n",
    "    24.64917133,\n",
    "    32.66733514,\n",
    "    37.25735401,\n",
    "    45.24246027,\n",
    "    29.35048127,\n",
    "    36.34420728,\n",
    "    41.78208136,\n",
    "    49.27659843,\n",
    "    31.27540139,\n",
    "    37.85062549,\n",
    "    38.83704413,\n",
    "    51.23690034,\n",
    "    31.83855162,\n",
    "    41.32342126,\n",
    "    42.79900337,\n",
    "    55.70835836,\n",
    "    33.40714492,\n",
    "    42.31663797,\n",
    "    45.15712257,\n",
    "    59.57607996,\n",
    "    34.83733016,\n",
    "    44.84168072,\n",
    "    46.97124960,\n",
    "    60.01903094,\n",
    "    38.37117851,\n",
    "    46.97586413,\n",
    "    50.73379646,\n",
    "    61.64687319,\n",
    "    39.29956937,\n",
    "    52.67120908,\n",
    "    54.33231689,\n",
    "    66.83435838,\n",
    "    40.87118847,\n",
    "    51.82853579,\n",
    "    57.49190993,\n",
    "    65.25146985,\n",
    "    43.06120822,\n",
    "    54.76075713,\n",
    "    59.83447494,\n",
    "    73.25702747,\n",
    "    47.69662373,\n",
    "    61.09776802,\n",
    "    66.05576122,\n",
    "]\n",
    "index = pd.date_range(\"1999-03-01\", \"2015-12-01\", freq=\"3MS\")\n",
    "austourists = pd.Series(austourists_data, index=index)\n",
    "austourists.plot()\n",
    "plt.ylabel(\"Australian Tourists\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xadde5de1e8ed>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# fit in statsmodels\n",
    "model = ETSModel(\n",
    "    austourists,\n",
    "    error=\"add\",\n",
    "    trend=\"add\",\n",
    "    seasonal=\"add\",\n",
    "    damped_trend=True,\n",
    "    seasonal_periods=4,\n",
    ")\n",
    "fit = model.fit()\n",
    "\n",
    "# fit with R params\n",
    "params_R = [\n",
    "    0.35445427,\n",
    "    0.03200749,\n",
    "    0.39993387,\n",
    "    0.97999997,\n",
    "    24.01278357,\n",
    "    0.97770147,\n",
    "    1.76951063,\n",
    "    -0.50735902,\n",
    "    -6.61171798,\n",
    "    5.34956637,\n",
    "]\n",
    "fit_R = model.smooth(params_R)\n",
    "\n",
    "austourists.plot(label=\"data\")\n",
    "plt.ylabel(\"Australian Tourists\")\n",
    "\n",
    "fit.fittedvalues.plot(label=\"statsmodels fit\")\n",
    "fit_R.fittedvalues.plot(label=\"R fit\", linestyle=\"--\")\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "                                 ETS Results                                  \n",
      "==============================================================================\n",
      "Dep. Variable:                      y   No. Observations:                   68\n",
      "Model:                      ETS(AAdA)   Log Likelihood                -152.627\n",
      "Date:                Fri, 20 Mar 2026   AIC                            327.254\n",
      "Time:                        11:18:46   BIC                            351.668\n",
      "Sample:                    03-01-1999   HQIC                           336.928\n",
      "                         - 12-01-2015   Scale                            5.213\n",
      "Covariance Type:               approx                                         \n",
      "======================================================================================\n",
      "                         coef    std err          z      P>|z|      [0.025      0.975]\n",
      "--------------------------------------------------------------------------------------\n",
      "smoothing_level        0.3399      0.111      3.070      0.002       0.123       0.557\n",
      "smoothing_trend        0.0259      0.008      3.156      0.002       0.010       0.042\n",
      "smoothing_seasonal     0.4011      0.080      5.041      0.000       0.245       0.557\n",
      "damping_trend          0.9800        nan        nan        nan         nan         nan\n",
      "initial_level         29.4443   4.24e+04      0.001      0.999   -8.31e+04    8.31e+04\n",
      "initial_trend          0.6147      0.392      1.567      0.117      -0.154       1.383\n",
      "initial_seasonal.0    -3.4390   4.24e+04  -8.11e-05      1.000   -8.31e+04    8.31e+04\n",
      "initial_seasonal.1    -5.9511   4.24e+04     -0.000      1.000   -8.31e+04    8.31e+04\n",
      "initial_seasonal.2   -11.4820   4.24e+04     -0.000      1.000   -8.31e+04    8.31e+04\n",
      "initial_seasonal.3          0   4.24e+04          0      1.000   -8.31e+04    8.31e+04\n",
      "===================================================================================\n",
      "Ljung-Box (Q):                        5.76   Jarque-Bera (JB):                 7.69\n",
      "Prob(Q):                              0.67   Prob(JB):                         0.02\n",
      "Heteroskedasticity (H):               0.46   Skew:                            -0.63\n",
      "Prob(H) (two-sided):                  0.07   Kurtosis:                         4.05\n",
      "===================================================================================\n",
      "\n",
      "Warnings:\n",
      "[1] Covariance matrix calculated using numerical (complex-step) differentiation.\n"
     ]
    }
   ],
   "source": [
    "print(fit.summary())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Predictions\n",
    "\n",
    "The ETS model can also be used for predicting. There are several different methods available:\n",
    "- `forecast`: makes out of sample predictions\n",
    "- `predict`: in sample and out of sample predictions\n",
    "- `simulate`: runs simulations of the statespace model\n",
    "- `get_prediction`: in sample and out of sample predictions, as well as prediction intervals\n",
    "\n",
    "We can use them on our previously fitted model to predict from 2014 to 2020."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [],
   "source": [
    "pred = fit.get_prediction(start=\"2014\", end=\"2020\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>mean</th>\n",
       "      <th>pi_lower</th>\n",
       "      <th>pi_upper</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2014-03-01</th>\n",
       "      <td>67.611009</td>\n",
       "      <td>63.136037</td>\n",
       "      <td>72.085981</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-06-01</th>\n",
       "      <td>42.814397</td>\n",
       "      <td>38.339425</td>\n",
       "      <td>47.289369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-09-01</th>\n",
       "      <td>54.106460</td>\n",
       "      <td>49.631488</td>\n",
       "      <td>58.581432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2014-12-01</th>\n",
       "      <td>57.928451</td>\n",
       "      <td>53.453479</td>\n",
       "      <td>62.403422</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-03-01</th>\n",
       "      <td>68.421958</td>\n",
       "      <td>63.946986</td>\n",
       "      <td>72.896930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-06-01</th>\n",
       "      <td>47.277979</td>\n",
       "      <td>42.803007</td>\n",
       "      <td>51.752950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-09-01</th>\n",
       "      <td>58.954934</td>\n",
       "      <td>54.479962</td>\n",
       "      <td>63.429906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015-12-01</th>\n",
       "      <td>63.982484</td>\n",
       "      <td>59.507512</td>\n",
       "      <td>68.457455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-03-01</th>\n",
       "      <td>75.905479</td>\n",
       "      <td>71.430508</td>\n",
       "      <td>80.380451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-06-01</th>\n",
       "      <td>51.417977</td>\n",
       "      <td>46.653805</td>\n",
       "      <td>56.182148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-09-01</th>\n",
       "      <td>63.703274</td>\n",
       "      <td>58.629251</td>\n",
       "      <td>68.777297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2016-12-01</th>\n",
       "      <td>67.978124</td>\n",
       "      <td>62.575621</td>\n",
       "      <td>73.380626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-03-01</th>\n",
       "      <td>78.315715</td>\n",
       "      <td>71.735396</td>\n",
       "      <td>84.896033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-06-01</th>\n",
       "      <td>53.780008</td>\n",
       "      <td>46.882738</td>\n",
       "      <td>60.677277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-09-01</th>\n",
       "      <td>66.018064</td>\n",
       "      <td>58.787631</td>\n",
       "      <td>73.248496</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2017-12-01</th>\n",
       "      <td>70.246618</td>\n",
       "      <td>62.668173</td>\n",
       "      <td>77.825063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-03-01</th>\n",
       "      <td>80.538839</td>\n",
       "      <td>71.891972</td>\n",
       "      <td>89.185706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-06-01</th>\n",
       "      <td>55.958669</td>\n",
       "      <td>46.967181</td>\n",
       "      <td>64.950157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-09-01</th>\n",
       "      <td>68.153153</td>\n",
       "      <td>58.804276</td>\n",
       "      <td>77.502029</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2018-12-01</th>\n",
       "      <td>72.339005</td>\n",
       "      <td>62.620976</td>\n",
       "      <td>82.057034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-03-01</th>\n",
       "      <td>82.589378</td>\n",
       "      <td>71.863672</td>\n",
       "      <td>93.315085</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-06-01</th>\n",
       "      <td>57.968198</td>\n",
       "      <td>46.874611</td>\n",
       "      <td>69.061784</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-09-01</th>\n",
       "      <td>70.122490</td>\n",
       "      <td>58.650905</td>\n",
       "      <td>81.594076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2019-12-01</th>\n",
       "      <td>74.268956</td>\n",
       "      <td>62.410018</td>\n",
       "      <td>86.127893</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2020-03-01</th>\n",
       "      <td>84.480730</td>\n",
       "      <td>71.655114</td>\n",
       "      <td>97.306347</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 mean   pi_lower   pi_upper\n",
       "2014-03-01  67.611009  63.136037  72.085981\n",
       "2014-06-01  42.814397  38.339425  47.289369\n",
       "2014-09-01  54.106460  49.631488  58.581432\n",
       "2014-12-01  57.928451  53.453479  62.403422\n",
       "2015-03-01  68.421958  63.946986  72.896930\n",
       "2015-06-01  47.277979  42.803007  51.752950\n",
       "2015-09-01  58.954934  54.479962  63.429906\n",
       "2015-12-01  63.982484  59.507512  68.457455\n",
       "2016-03-01  75.905479  71.430508  80.380451\n",
       "2016-06-01  51.417977  46.653805  56.182148\n",
       "2016-09-01  63.703274  58.629251  68.777297\n",
       "2016-12-01  67.978124  62.575621  73.380626\n",
       "2017-03-01  78.315715  71.735396  84.896033\n",
       "2017-06-01  53.780008  46.882738  60.677277\n",
       "2017-09-01  66.018064  58.787631  73.248496\n",
       "2017-12-01  70.246618  62.668173  77.825063\n",
       "2018-03-01  80.538839  71.891972  89.185706\n",
       "2018-06-01  55.958669  46.967181  64.950157\n",
       "2018-09-01  68.153153  58.804276  77.502029\n",
       "2018-12-01  72.339005  62.620976  82.057034\n",
       "2019-03-01  82.589378  71.863672  93.315085\n",
       "2019-06-01  57.968198  46.874611  69.061784\n",
       "2019-09-01  70.122490  58.650905  81.594076\n",
       "2019-12-01  74.268956  62.410018  86.127893\n",
       "2020-03-01  84.480730  71.655114  97.306347"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pred.summary_frame(alpha=0.05)\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this case the prediction intervals were calculated using an analytical formula. This is not available for all models. For these other models, prediction intervals are calculated by performing multiple simulations (1000 by default) and using the percentiles of the simulation results. This is done internally by the `get_prediction` method.\n",
    "\n",
    "We can also manually run simulations, e.g. to plot them. Since the data ranges until end of 2015, we have to simulate from the first quarter of 2016 to the first quarter of 2020, which means 17 steps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [],
   "source": [
    "simulated = fit.simulate(anchor=\"end\", nsimulations=17, repetitions=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
 
 
 
 
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xadde5de1e8ed>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(simulated.shape[1]):\n",
    "    simulated.iloc[:, i].plot(label=\"_\", color=\"gray\", alpha=0.1)\n",
    "df[\"mean\"].plot(label=\"mean prediction\")\n",
    "df[\"pi_lower\"].plot(linestyle=\"--\", color=\"tab:blue\", label=\"95% interval\")\n",
    "df[\"pi_upper\"].plot(linestyle=\"--\", color=\"tab:blue\", label=\"_\")\n",
    "pred.endog.plot(label=\"data\")\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this case, we chose \"end\" as simulation anchor, which means that the first simulated value will be the first out of sample value. It is also possible to choose other anchor inside the sample."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.14.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
