{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "c05dc143-1f20-4644-9ab6-3406ed11fdd0",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.stats import kstest, expon\n",
    "import statsmodels.api as sm\n",
    "from scipy.optimize import curve_fit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "0df18e10-968c-4bdd-80b2-c0428ec7ed2f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We reach that point here ...\n",
      "And here...\n",
      "Here\n",
      "(183, 11)\n"
     ]
    }
   ],
   "source": [
    "import snowflake.connector\n",
    "import os\n",
    "from cryptography.hazmat.backends import default_backend\n",
    "from cryptography.hazmat.primitives.asymmetric import rsa\n",
    "from cryptography.hazmat.primitives.asymmetric import dsa\n",
    "from cryptography.hazmat.primitives import serialization\n",
    "\n",
    "from password import PRIVATE_KEY_PASSPHRASE\n",
    "\n",
    "with open(\"/Users/impr001/Keys_snowflake/rsa_key.p8\", \"rb\") as key: \n",
    "    p_key= serialization.load_pem_private_key(\n",
    "        key.read(),\n",
    "        password=PRIVATE_KEY_PASSPHRASE.encode(),\n",
    "        backend=default_backend()\n",
    "    )\n",
    "\n",
    "pkb = p_key.private_bytes(\n",
    "    encoding=serialization.Encoding.DER,\n",
    "    format=serialization.PrivateFormat.PKCS8,\n",
    "    encryption_algorithm=serialization.NoEncryption())\n",
    "\n",
    "print(\"We reach that point here ...\")\n",
    "ctx = snowflake.connector.connect(\n",
    "    user='eimpara@theorchard.com', \n",
    "    account='orchard',\n",
    "    private_key=pkb,\n",
    "    role= 'PROD_DATALYTICS_ROLE',\n",
    "    warehouse = \"DEV_ANALYTICS_ORCHARD\"\n",
    "    )\n",
    "print(\"And here...\")\n",
    "\n",
    "try:\n",
    "    cs = ctx.cursor()\n",
    "    print(\"Here\")\n",
    "    sql = \"\"\"\n",
    "    select * from dev_engineering.eimpara.moments_6_months_test\n",
    "    where isrc_key= 'GBUSK110416513'\n",
    "    \"\"\"\n",
    "    cs.execute(sql)\n",
    "    original = cs.fetch_pandas_all()\n",
    "    \n",
    "    print(original.shape)\n",
    "\n",
    "finally:\n",
    "    cs.close()\n",
    "\n",
    "ctx.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "8b2e3932-0b79-427b-aea3-bcc38b4c11c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 183 entries, 0 to 182\n",
      "Data columns (total 11 columns):\n",
      " #   Column                    Non-Null Count  Dtype         \n",
      "---  ------                    --------------  -----         \n",
      " 0   ACTIVITY_DATE             183 non-null    datetime64[ns]\n",
      " 1   TRANSACTION_COUNTRY_CODE  183 non-null    object        \n",
      " 2   ISRC                      183 non-null    object        \n",
      " 3   ISRC_KEY                  183 non-null    object        \n",
      " 4   TRACK_NAME                183 non-null    object        \n",
      " 5   RELEASE_DATE              183 non-null    object        \n",
      " 6   ARTIST_NAME               183 non-null    object        \n",
      " 7   ARTIST_ID                 183 non-null    int32         \n",
      " 8   COLLECTION_STREAMS        183 non-null    int32         \n",
      " 9   SEARCH_STREAMS            183 non-null    int16         \n",
      " 10  STREAMS                   183 non-null    int32         \n",
      "dtypes: datetime64[ns](1), int16(1), int32(3), object(6)\n",
      "memory usage: 12.6+ KB\n"
     ]
    }
   ],
   "source": [
    "df = original.copy()\n",
    "df['ACTIVITY_DATE'] = pd.to_datetime(df['ACTIVITY_DATE'])\n",
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "b2654ee9-2081-43c9-93c3-f4dfd3e43dc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "test = df.copy()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fa89dc4f-8b47-45a5-b450-7d8b62d62c23",
   "metadata": {},
   "source": [
    "# Ideal Curve on Streams"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "051073cf-4ce4-4aa5-b295-12134bbf00de",
   "metadata": {},
   "outputs": [
    {
     "data": {
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k//znP8rIyNA999yjvXv3OvxZOZOenq7rr79eBw4ckCQNGjRII0eOVK1atXTw4EHNmDFDq1ev1o8//qgBAwZozZo18vX1lST99a9/1S233KITJ06oT58+ki4sUzhw4EDr+WNjY0tdS/v27a1/f/zxx9W2bdtindycqV27trZv367ffvtNI0eOlCTNmTNHHTt2NM2rU6eO3eNvueUWHT9+XA899JBuuukmVatWTXv37lX9+vUlXVjWsVevXtq0aZN8fX01dOhQ9evXTw0bNlRubq7WrFmjadOmKTExUf369dPmzZutxxbKy8tTtWrVNHDgQF1zzTVq0qSJQkNDdeLECW3atElvvPGGzpw5o3Hjxql58+a67rrrHD7ejIwMDR48WDk5OXrhhRfUo0cP+fr66ttvv9ULL7yg8+fP65577tHy5cs1aNAgRUZG6l//+pc6deqkvLw8LViwQK+//rqSkpI0atSoYh3rsrOzdccddyg1NVXh4eEaM2aMrr32WsXGxionJ0cHDx7U+vXri91XPMlTNU6aNEnr16/XoEGDdO+996p+/fpKSEjQm2++qa+//lr79u3T+PHj7XZmOXDggG666SadP39efn5+GjNmjAYNGqSIiAjt2LFDr776qv75z3+qU6dOFaqxqLffflu//PKL+vXrp/vuu0/169fX0aNH9eKLL+qXX37RwoULNXfuXG3btk2ff/65hg4dqqFDh6pmzZrau3evnn32Wf3xxx965513NGTIEPXt27fYNWbOnKmJEydKkmJiYvT444+ra9euys/P1/fff69XX31V58+f1/Dhw1WjRg3169ev2DkmTJhgXXKssCtZ69atlZKSos8++0zvvPOObr/9dqeP1TAM3XLLLfr6668lSQMGDNBtt92mRo0aycfHR7/++qv+/e9/68iRI7rlllu0bt06dejQoaJPsUnPnj21c+dOa1fKog4fPmzqjrJt2zadO3dO0dHR1rG8vDytW7dOktSjR49SXbOi97shQ4Zo586d+tvf/qYBAwYoOjpau3fv1uTJk7Vr1y4tWbJE77zzjh544IFS1VNWw4YNs74v27Rpo0cffVSXX365zp07p48//ljz5s3TiRMndP3112vbtm2qXbu26fjc3Fz1799fe/fulST1799fo0ePVp06dXTs2DHNmjVLX331lU6fPu20jrVr11r/bvvcFfXWW29ZX6vdunXTfffdp8suu0yhoaE6e/astm3bpm+//VYpKSmm85X3+0V6erpuvvlmZWVl6Z///KduuOEGhYSEaPv27apZs6Yk6ezZs+rWrZuOHj2qwMBAjR49Wj169FCDBg2Unp6uZcuW6T//+Y/27dunG2+8UZs2bVJkZKTpOnl5eapZs6YGDx6sq6++2tp15+jRo1q/fr1mzpyp9PR0DR06VJs2bdLll1/u8Dk6ceKEbrvtNkVFRemFF17QVVddpZycHC1YsED/+c9/lJiYqPvuu0+vvfaa7r33XjVp0kSPPvqoWrdurfPnz2vOnDl67733dPjwYT3yyCP6+OOPTedPSEjQiBEjlJOTo9jYWI0bN06dO3dWjRo1lJmZqX379mn16tX64osvHNYoSVdddZWkCx1Ef/rppyq3xOX27dudfu+Syvbdq5C7v1NIleN+7U4VvS874+73l+Sa77kl2bZtmyZMmKCCggI1bNhQ48aNU9u2bRUdHa20tDTt3r1bK1eu1Jdffmn3+Lvvvtt6377qqqs0fvx4NWnSRAkJCZo3b54+++wzt31uAQAAAKXm5ZAYAAAAcEkqbyet77//3nrcyJEji+13dM79+/db9xXtlGWroKDAOHfuXLHxov9KuyQq8q+Vr7/+eiMrK8vh3NL+63BJRmRkpLFz585ic3bs2GHtklO7dm0jJyfHtN9V3XjK0knFWcebnJwca0ezsLAwu11ADh06ZNSsWdPQ/3eoOH36tMNaJRn9+vUzsrOzi82ZMmWKdY6zLhfOTJgwwXqOp556qtj+goIC46677rLOmTlzZrE5th18yis9Pd3UwcHPz8/o16+fMXXqVGPt2rXG+fPnS3Wesrwmiv4sfXx8jO+++87h3MLOcVFRUcaGDRvszin6sx06dGix/ceOHXP6OJKTk43WrVsb0oXuZfYU7YBXo0YNY9++fcXmzJgxwzonJibGaNKkiZGYmFhs3mOPPWadt2nTJtO+FStWWPc565SVm5trpKSkONzviCveuxWtsbSdtCQZU6ZMKTanoKDA2gHRz8/P7nM8aNAg6znsdYg7f/68cdVVV5muVR62HTwefvhhu9cqfMzVq1c3LBaL8frrrxebd/LkSWu3jptuuqnY/sTERCMkJMSQLnQ7OnLkSLE5mzZtsnZHtHfv3rZtm7WTRvv27e12zJg/f77pMdm7d8+aNcuQZPj7+xvffPON3efm3LlzRsuWLQ1JRteuXYvtr2gnrU8++cR6fGEnE9vH0LJlS6Nhw4Z2Xwe//PKL9filS5cWO7+zx1/e+52/v7/d+WfPnjXi4uIMSUbr1q1LeugOOXtvffXVV6bvEfY+3wp/rpKM2267rdj+119/3elr3TAMY9y4cabXj73HW9hxLiAgwMjLy3P4eAo7t3Tq1MnIzc11OM+246RhlO31VfT+HhYWZmzZssXh3KFDhxrShc44Bw4csDun6Ptw4sSJxfYfPHiw2HuzqKNHjxq1a9c2JBl333233TlFv8s5+qwp+l0jJibG6NKli93PwsJuZfbup7Nnz7aew1mnrIyMDCMjI8Ph/sOHD1vP89JLLzmcV5Kir63y/invd6ayfO8qbSctd3+nMAzX3K9dwV2dtAqV5b5clv9Wcuf7yzBc8z23JJMmTTKkC93STp065XBecnJysW6ORT87+vXrZ/de/Nxzz7nkPQYAAABUhI8AAAAAVBnVq1e3/j0pKanUx506dcr692uuucbhPIvFomrVqpWvOBs+Pj763//+p8DAQJecb9KkSXY7NLRs2VL//Oc/JUnHjx93+C+rK4tFixbpxIkTkqSnnnpKbdu2LTanfv36evXVVyVd6Fxg272sqKCgIM2dO9dul6y//e1v1vGi3UBKKzs7W//73/8kXXien3322WJzLBaLZs6caX1tzpgxo8zXKa3Q0FB9+eWXiouLk3Shw8fSpUs1YcIEde/eXZGRkbrqqqs0efJkHT9+3OXXHz58uHr37m13X3p6ut58801J0uTJk3XllVfanVe/fn1NmjRJkvTZZ5/p/Pnzpv21a9dWSEiIwxoKO1NI0o8//qizZ886rXny5Mm67LLLio2PHDlSQUFBkqTTp0/rjTfeUExMTLF5Rbu42b6GSntf8fPzU0REhNM63cVTNV555ZXWrlFFWSwWPfLII5IuvF5/+ukn0/4TJ05oyZIlki50arPXCTAkJESzZs0qd2321K1bV6+88ordaw0bNkzShS48nTp10t///vdi8+Lj4zV48GBJ9u8tc+fOVUZGhiRp2rRpqlu3brE57dq105NPPinpwr3btrvN22+/rYKCAknSrFmzFBYWVuwc9957r2688UaHj9MwDL388suSLtwP7XX8kqRq1apZ77nr1q2zdl9ylaLdr1atWmXaV7jds2dPa5dIR3N8fX3VrVs3l9bmyEMPPWStp6jo6GiNGDFC0oWOPUU7Q7lK4b3U39/f4efb6NGjrR2OFi5cqJMnT5r2v/3225IudKR56aWX7F7nlVdeKda1ytaxY8ckXfj+Vdgl0p7Ce02XLl3k5+d44YKiHdIq6h//+IfatGljd9+hQ4f0ySefSLrwueyo22e7du00duxYSdK8efOK7W/QoIH8/f0d1lCnTh099thjkqTFixfLMAynNTv6rPnrX/9q/fuZM2f0v//9z+5nYeFnkr37aeHPoFq1arriiisc1hAcHKzg4GCH+4t2mSrsIooL3PmdorLcr6syd76/XPU9tySF7+OmTZtav+/bExkZKR8f86+2Zs6cKUkKDAzUO++8Y/de/NRTTzm9PwAAAACeQEgLAAAAqEKK/pI6LS2t1McVLn0j2f8lnDt07dq1TEvROWOxWKzBAXtGjBghi8UiSfr+++9dck13KazPYrFYlzqx59Zbb7UuO+TsMd1www0Ol60JDw9XkyZNJJXvF40bN25UcnKypAsBJUe/oI6IiNBtt90mSdq5c2exX5a70lVXXaWdO3fqqaeeKhb8yMvL02+//aann35ajRs3thtCqYi77rrL4b7Vq1dbwwq33HKL0/MUhoVyc3O1ceNGp3PPnz+vQ4cO6ffff9eOHTu0Y8cO0y/Mt27d6vBYi8Vi/bnYCg4Otr42qlWrZl0WyVbDhg0VHh4uqfhrqOh9xVmQ0Js8VePQoUOt9yBbRX+Rafscrly5Uvn5+ZIuLEnrSJs2bRyGMcpjyJAhDoMXRa/jbCnBwnlJSUnW+0ShwntWVFSUhgwZ4vAc9913X7FjbLdbtWrl8JfBkpzeR3fu3Kn9+/dLKv37UlKxX05XVFxcnJo3by6peACrcAlEZyGtwjnt27e3vh/dzdn9rvDnYRiGDh486NLr5uXlWR9v79697Qb8Co0ePdp6TNHn7Pjx4/rjjz8kXfgsdRQWDw4O1q233uq0nsLlEEsKsBfea5YsWaIzZ844nesqzn5GX3/9tfLz8xUSEuI0yCj9+do/ceKEjhw54nRuamqqDh48aPpMKgx7FO5zJCoqqlSfNa1bt3a4bGLR+5Ojz6SkpKQKBfaDgoKsIa6iQd+y2r59e4X/uHoJ74pw93eKynK/rqrc/f5y1/dcW4Xv4507d+rXX38t9XH5+fnWz4HevXs7DOD6+Pg4/W9KAAAAwBMc/9MuAAAAAJVO0WBWWbq+NGzYUN27d9fatWv12muv6bvvvtPNN9+snj17qnPnzk4795RX69atXXauhg0bqkaNGg73x8TEqEGDBjp48KC2b9/usuu6w44dOyRdeEz2/rV7oYCAALVr106rVq2yHmNP4S/+HSns2lGWUJ9trZLUqVMnp3M7deqkt956y3pc0XCMq0VHR2vy5MmaPHmydu7cqfXr12vjxo1at26d9eeflZWlxx9/XOfPn9dzzz3nkus6e01v2LDB+veyPHZ7vwA+c+aMpk2bpgULFmjv3r1OO5M4CwPUqFHDadeWqKgoSVLjxo0dBowK56WlpRV7DXXr1k2NGjXSgQMH9PDDD+uDDz7Q4MGDdc0116hjx452u994mqdqdPY+LPozsH0Oi77HnAWRJKlDhw5OQ3ll0bRpU4f7Cl8XZZmXlpZm2i58XO3bt3fahScuLk4NGjTQoUOHTM9Fdna2tTtKx44dHR4vXQhuOlL0fXn11Vc7PU9RFQlmONKzZ0/98ccf1gCSJB09elQHDhyQxWJRjx49lJmZKUnatm2bzp07p+joaOXn5+vHH3+UZO7I5W7lfU1X1IEDB6xd2ErzuVOo6OunrO8rZ86dOyep5JDWsGHDtGbNGu3bt0+NGzfWkCFDdMMNN6h79+6qU6eO02PLIywsTI0aNXK4v/C1n5GR4bSzl61Tp06pXr16prHDhw9r6tSpWrJkiQ4fPuz0+DNnzjisq0mTJqX6rCnLfaeom266SVFRUUpOTtbgwYPVs2dPDRgwQNdcc43atm3rtBOarWrVqikzM7PMXYCKuti69bj7O4Un79eHDh1y2F2uqPnz52v+/PkO969cudJux0FvcPf7y5Xfc52588479eKLLyo7O1tdu3ZV37591b9/f3Xr1k0tW7Z0+Bj3799v/eyoyPcGAAAAwBPopAUAAABUIUUDGWVdMuejjz6y/tJj586dmjx5sq6//npFRUXpmmuu0dtvv62srCyX1eqqZRMlOewUVVThkhiFv1CtrArrK81jio+PNx1jT0kBu8KlQAq79ZRF0euWVG9hrbbHuVuLFi1033336a233tK2bdu0e/duDRw40Lr/hRde0KFDh1xyLWev6cTExHKds/AXSoU2btyo5s2b68UXX9SePXtKXDqqMNRhT2lfG+V9Dfn7+2vJkiXWjgy//fabJk6cqG7duikqKkp9+/bVhx9+WK7Xnqt4qkZnz2HR5Xhsr1N02Vpnoc3S7C+L0tZb3sdV0ftcUlKS9bVf0jmcLYfkqvelKxQGrE6dOmXt8lQY2GrRooViYmJUr149NWzYUIZhaM2aNZKkzZs3KzU1VZI8GgYo78++olzxuePK91XhEm7O7rXShY5uEydOlJ+fn1JSUjR37lwNHTpUdevWVePGjfXoo4+6dOm8omEKe1z12v/mm2/UokULzZgxo8SAluT+zyRnr73q1atr8eLFql27tgzD0MqVK/XII4+oQ4cOio6O1pAhQ/TVV1+V+BikPx+Hs5Dppcbd3ykq0/26KnL3+8tTP5/mzZvro48+UrVq1ZSXl6evvvpKY8aMUatWrRQbG6t77rnH7jLLZfnscPa9AQAAAPAEOmkBAAAAVcjmzZutf2/WrFmZjq1du7bWr1+vFStWaOHChVq9erV27typ3NxcrV27VmvXrtXUqVO1dOlSp//KurTK0rGgJM7+ZXhVVdUeU1Wpt2nTplq4cKGuueYarVu3Tnl5eVq0aJHGjx9f4XM7e00X/WXWpk2bSv2L3aIdVnJycnTbbbfp7Nmz8vf310MPPaSBAweqadOmqlatmnXJrgMHDuiyyy6TpBJDXO7WokULbd++XUuWLNGSJUusnWQyMzP13Xff6bvvvtO0adO0dOnSUgV2LtUaL1auuG9U5BxF35dLliwp9RK87ngdFA1YrVq1Ss2bNzctdVioR48eOnjwoFatWqVBgwZZ5/j6+qpbt24ur6syqwyfO4UhrtKEj59//nndf//9+uCDD7RixQr9/PPPysjI0P79+zVt2jRNnz5db7zxhh588MEK11XSd6zC136NGjW0cuXKUp+3aHehM2fOaOjQocrIyFBYWJgmTJigPn366LLLLlNkZKS1E+EPP/yg66+/XpL3P5O6d++uffv2acGCBVq6dKnWrFmjY8eOKTU1VYsWLdKiRYvUp08fLVy40GFYpaCgwLqsW0lhOGecdUEtrTp16lSohqrEk/fr2rVrO+28+9RTT+nLL7/UwIEDNWXKFIfzStON62Lhiu+5pXXzzTerV69e+uSTT/Tdd99p7dq1On36tM6cOaP3339f77//voYNG6Y5c+aYgmWFKsNnBwAAAOAMIS0AAACgClm+fLn17+X9Ze31119v/WXa2bNn9f3332vWrFn64YcftH//ft1+++2mMFhlkJCQUOo5th3Giv6f9wUFBQ6Pr8iSNmVRWF9pHlPhEiFl7ZrmKkWvm5CQ4DS8V3Q5E2/VW8jHx0cjR47UunXrJEn79u1z+zWrV69u/XtMTEy5fin1ww8/WDutzJw5U/fdd5/deZWtW5yvr68GDRqkQYMGSZJOnjypb7/9Vm+++aY2btyojRs36oEHHtCiRYvKdF5XvnfdVWNFFe3Odvr0adWuXdvh3NOnT3uiJJeIjo7WyZMny32fKxpKKOkczvYXfV9GRUV5dfmx+Ph4NW3aVHv27NGqVav04IMPatWqVZLMIa2ePXtq3rx51n2F/9u2bVtFRkZ6tmgvsP3cccbR547t+8qZkvYXhrSKdudypn79+po4caImTpyo3Nxc/fbbb/r000/13//+V1lZWfrrX/+qTp06qV27dqU6X3kVvvbT0tJ0+eWXlys4//nnnys5OVmStGjRIvXq1cvuvMr2mRQUFKS77rpLd911lyTp4MGD+vrrrzV9+nTt2bNH3333nf75z3/qtddes3t8SkqK9TPHdunHsmjVqlW5jy00d+5cDR8+vMLnqQo8eb/29/d3ev7CzyBvf25UJq74nlsWkZGRuv/++3X//fdLknbt2qUvv/xS06dP14kTJzR//ny1a9dOf//73yWZ7/sV+d4AAAAAeALLHQIAAABVxI4dO7RixQpJUt26ddWhQ4cKn7N69eq6/fbbtWLFCt10002SpC1btmjv3r2med7+F8kHDx7U2bNnHe4/ffq0dUk721+mhIeHW//u7Jese/bscVqDq56DwvoOHjzo9JfDubm51rCct35BVPS6v/zyi9O5v/76q93jvKVWrVrWv9v+7Nzxei76C/fCcFhZ/f7779a/33777Q7nbdiwoVzn95SaNWtqxIgR+umnn9S+fXtJ0ldffVXicmG2XPXedWeNFdWyZUvr3zdu3Oh0bmX/uRdVeA/YtGmT8vLyHM5LTEy0LqFW9L4RFBSkJk2aSLqwRKUzzva74n3pSoVhrNWrV+v48ePat2+fLBaLdSnEonO2bdumM2fO6Mcff5Qk05yy8Pbnd1k1atTI2uGovJ87rnxfFQZtUlJSyrzcl7+/v7p06aLXX39dH374oaQLnaY+//xz0zx3fiZlZ2eX+95R+JkUHR3tMKAlVf57U8OGDTVu3Dj99ttv1mDJp59+6nB+0c+Uoq+lqqSqve+lyne/did+PmV3+eWX64knntDPP/+s0NBQSeb38WWXXabg4GBJFfveAAAAAHgCIS0AAACgCsjMzNS9995rXUZmwoQJ8vNzbWPcwu5a0oUlbooKCgqSdOGXfd5gGIbeffddh/vnzZtnfW5sf5FYdLkUZ79I/Oijj5zWUPgcSBV7HgrrMwxDc+fOdTjv888/ty634+yXo+505ZVXWrsJzJ8/32E3o7S0NOsvSlq0aKGaNWu6pZ6yLKNU9GfdqFEj0z5X/SyL6tWrlzVY8MYbb5RryaeiYRZH3aEKCgr0zjvvlK9ID/P397cGS/Ly8qwdWUrLVe9dZypaY0X17NnT2jHsvffeczhv69at2rp1q6fKqrDCe1ZycrIWLlzocN7s2bMd3rsLt7dv3+60u+OcOXMc7mvfvr01lDFr1ixlZWWV7gG4SeFr7dSpU/rvf/8r6cI9s7Bbk3ShE1ODBg1kGIbeeOMN62uyaLetsnDH/c6d/Pz8rM/T8uXLdezYMYdz//e//1mPKfr81KlTx9r58bPPPnP4uLOysvTZZ585rad79+7Wv1fkF/ul+Y4lue5nNGDAAGsQ5PXXXy/XOQo/k7Kyshx+/mdkZDi9d1UmERER6tixo6TiP4Oiiv6cO3XqVO7rGYZR4T/l7aJV1d73UuW7X7tTVfz5uOJ7rivUrVvXen8v+j4u+jmwbNkynTx50u7xBQUFmj9/vtvrBAAAAJwhpAUAAABUcjt37lS3bt2sv6Tu0aOHxowZU6ZzbNmyRVu2bHG43zAMff/995Iu/OvuouEISdbQzYEDB7z2f8pPnjxZu3fvLja+a9cuPf/885Iu1Dlw4EDT/mrVqql169aSLiwbY29Znh9//FH/+c9/nF6/aPBo//79Za6/0KBBg6xdnp5//nlt37692JyjR49qwoQJkqSQkBCNGDGi3NeriMDAQOuSezt27NDkyZOLzTEMQ+PGjbP+omTcuHFuq+e5557TP/7xD504ccLpvK1bt2rq1KmSLiyZN2DAANN+V/0si4qKirI+9vXr12v8+PFOl+hLSEiwBgwKFXYOki4ED+158skntWnTpooX7AJr1651upRkTk6OVq9eLUkKCwszBVFKwxXvXXfXWFF16tRR//79JV0IZn7xxRfF5mRmZlqX+6kqRowYYf1l7qOPPqrjx48Xm7N161a98MILkqTatWtbl6Is9MADD1hDJvfff7/d4OIHH3ygpUuXOqzDx8dHEydOlHTh8+vee+91+gvx1NRUzZgxw/mDq4CiQaI33nij2FihwpBS4RwfHx9TWKgs3HG/c7exY8dKuvD+HDVqlHJzc4vNmTNnjpYtWyZJGjJkSLFw8AMPPCBJOnbsmJ544gm713nsscdK/Dy56qqrFBgYKMncucvW+++/77RrXGGt0oXOTkW542fUrFkz3XrrrZKkjz/+WNOmTXM6/+DBg8UCr4WfSRkZGXY7T+Xn5+u+++4r8Tn0lO+++85hMEO60A2t8Gdo+zMoqnBOvXr11KxZM9cW6SHVq1dXQEC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",
      "text/plain": [
       "<Figure size 3000x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "fig, ax = plt.subplots(1, 1, figsize=(30, 15))\n",
    "test['ACTIVITY_DATE'] = pd.to_datetime(test['ACTIVITY_DATE'])\n",
    "test = test.sort_values(by='ACTIVITY_DATE', ascending =True)\n",
    "test['MA7'] =  test['STREAMS'].rolling(window=7).mean()\n",
    "ax.plot(test['ACTIVITY_DATE'], test['STREAMS'], label='Streams', linewidth=3)\n",
    "ax.plot(test['ACTIVITY_DATE'], test['MA7'], label='MA7', linewidth=3)\n",
    "\n",
    "plt.ylabel('Streams')\n",
    "plt.title('Distribution of Streams using model with log(streams) = time + time sq', fontsize=20)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "74c9da0d-46f6-4c1b-a1c9-62e05c5b0dbb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(183, 12)"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "id": "ddd9b415-7c6e-45f2-88aa-6ffcc54d767b",
   "metadata": {},
   "outputs": [],
   "source": [
    "sub_test = test.iloc[7:].copy()\n",
    "sub_test = sub_test.sort_values(by='ACTIVITY_DATE', ascending =True).reset_index()\n",
    "sub_test['time'] = (sub_test.index)+1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "id": "49afb04f-a396-4fff-bd90-2abf4dce3efd",
   "metadata": {},
   "outputs": [],
   "source": [
    "sub_test['mapping_curve'] = sub_test['MA7'] /sub_test.iloc[0]['MA7']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "33968b66-e3dd-4aac-91b2-1b44a030e8f5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.0\n",
      "4.689678284182306\n",
      "37.96983914209115\n"
     ]
    }
   ],
   "source": [
    "beginning = sub_test.iloc[0]['mapping_curve']\n",
    "middle = sub_test.iloc[90]['mapping_curve']\n",
    "end = sub_test.iloc[-1]['mapping_curve']\n",
    "print(beginning)\n",
    "print(middle)\n",
    "print(end)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "id": "b0a74627-560a-4651-9d28-30a831f34eeb",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_points = list(subset['mapping_curve'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "48ccc17f-1806-4ec9-88b4-64cf84936ffd",
   "metadata": {},
   "outputs": [],
   "source": [
    "def exponential_func(x, A, B, C):\n",
    "    return A * np.exp(B * x) + C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "ae785d01-a231-4f23-9e1a-30e174fc4ad1",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_data = np.arange(len(data_points))\n",
    "y_data = data_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "f18566c4-b967-4342-9f35-204dda3e55b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "popt, pcov = curve_fit(exponential_func, x_data, y_data, p0=[1, 0, 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "id": "2aca477e-8234-4a78-a5a6-052ea4532479",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_fitted = np.linspace(0, len(x_data)-1, 100)\n",
    "y_fitted = exponential_func(x_fitted, *popt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "id": "ab945255-cf4b-409a-a15b-a13e61f5e7ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(x_data, y_data, 'o-', label='Original Data')\n",
    "plt.plot(x_fitted, y_fitted, '-', label='Fitted Curve')\n",
    "plt.title('Exponential Fit of Data Points for isrc_key= GBUSK110416513')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Streams')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "id": "4e24cc88-8e03-4d40-b74f-8ceeb5b5402d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fitted parameters: A = 0.1148, B = 0.0334, C = 1.6014\n"
     ]
    }
   ],
   "source": [
    "print(f\"Fitted parameters: A = {popt[0]:.4f}, B = {popt[1]:.4f}, C = {popt[2]:.4f}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0330adc1-d353-404e-8192-74afe9902854",
   "metadata": {},
   "source": [
    "## Testing it manually"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "861020c9-a690-4e46-8a4e-c28a57c8434d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Fitted parameters: A = 0.1148, B = 0.0334, C = 1.6014\n",
    "#A * np.exp(B * x) + C\n",
    "A = 0.1148\n",
    "B = 0.0334\n",
    "C = 1.6014\n",
    "sub_test['fx2'] = A*np.exp(B*sub_test['time'])  + C"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "eb72c129-e2cd-49dc-8384-842d912a71a3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3000x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(30, 15))\n",
    "\n",
    "ax.plot(sub_test['ACTIVITY_DATE'], sub_test['mapping_curve'], label='MA7', linewidth=3)\n",
    "\n",
    "ax.plot(sub_test['ACTIVITY_DATE'], sub_test['fx2'], label='fx2', linewidth=3)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "91e17eb4-f92f-46c6-ac6f-632b6c3c6526",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "325.0211769640265"
      ]
     },
     "execution_count": 116,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "subset = sub_test[['MA7','time','mapping_curve', 'fx2']].copy()\n",
    "subset['error2'] = (subset['fx2'] - subset['mapping_curve'])**2\n",
    "subset['error2'].sum()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ad564f44-1a06-411d-8db8-bcae4e8ef1b8",
   "metadata": {},
   "source": [
    "# Collection Streams"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "id": "6c25377a-e6d7-4dde-8e80-a87df5ea2540",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3000x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(30, 15))\n",
    "test['ACTIVITY_DATE'] = pd.to_datetime(test['ACTIVITY_DATE'])\n",
    "test = test.sort_values(by='ACTIVITY_DATE', ascending =True)\n",
    "test['MA7c'] =  test['COLLECTION_STREAMS'].rolling(window=7).mean()\n",
    "ax.plot(test['ACTIVITY_DATE'], test['COLLECTION_STREAMS'], label='Collection Streams', linewidth=3)\n",
    "ax.plot(test['ACTIVITY_DATE'], test['MA7c'], label='MA7 collection ', linewidth=3)\n",
    "\n",
    "plt.ylabel('Collection Streams')\n",
    "plt.title('Distribution of Collection Streams', fontsize=20)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "id": "b5d61a72-a277-489f-b48f-14970ba8bdcb",
   "metadata": {},
   "outputs": [],
   "source": [
    "sub_test = test.iloc[7:].copy()\n",
    "sub_test = sub_test.sort_values(by='ACTIVITY_DATE', ascending =True).reset_index()\n",
    "sub_test['time'] = (sub_test.index)+1\n",
    "sub_test['mapping_curve_collection'] = sub_test['MA7c'] /sub_test.iloc[0]['MA7c']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "id": "a3225a97-3cf3-4462-92d9-f4de7144d381",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_points_collection = list(sub_test['mapping_curve_collection'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "e2d196b6-04a6-4228-9618-c4537e40ee77",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_datac = np.arange(len(data_points_collection))\n",
    "y_datac = data_points_collection"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "b7d167c2-c8e5-4d18-a416-3aee52d0f17f",
   "metadata": {},
   "outputs": [],
   "source": [
    "poptc, pcovc = curve_fit(exponential_func, x_datac, y_datac, p0=[1, 0, 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "0d6f2dbf-e8b9-4cc3-b487-4ab441303ee1",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_fittedc = np.linspace(0, len(x_datac)-1, 100)\n",
    "y_fittedc = exponential_func(x_fittedc, *poptc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "e2c57fdf-812a-4577-9609-6c0af5757ea8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ZgLF69epsr13nzp2Nzp072+9nZGQYqampDm3Onj1rVK5c2fi///s/h+OAMWXKlGx9ZhUbG5vr1yYznpo1axrDhg1zKt6cNGvWzAgJCTHOnDljP/bXX38ZZrPZGDp0qP1Y5td10aJF+fbpTNumTZsa5cuXt9+/ePFitjbr1q0zAOPTTz+1H8vr+eXUxwMPPGD4+fkZKSkpecac+X2wYsUK49SpU8aRI0eMhQsXGhUqVDB8fX2No0ePGtu2bTMA47777nO4duLEiQZgrFq1yn7s8vdG5mvSsGFDh/fIW2+9ZQDGjh077Mf69u1r1KxZM1uMt9xyi3Hdddfl+TxyAxijR492ODZu3DgDMH777Tf7seTkZCMiIsIIDw83LBaLQ+y1atXK8TXO7fGyvr8DAwOzPf7lOnfubADGe++953D8448/NgDj9ddfz3aN1Wp1Kp7M/jNfv8WLFxuenp7GyJEj7c/TMAyje/fuRuPGjR3eL1ar1Wjfvr1Rt25d+7H333/fAIxdu3bZj6WlpRkVK1Z0+H7MfO2c+YiNjc0z/vLlyxvNmjXLdjwpKck4deqU/eP8+fP2c7n9fPf29jbmzp3r0E/mz5tXX301x8d/9dVXs8U5dOhQAzDKly9v3HbbbcZ///tfh9fk8tch8+fuzJkz83yumf78808DMObMmZNv29GjRxu5/fk2evRow8PDI8dzlSpVMgYPHuxwbODAgUb79u3t93P6/rlc2bJlHb72WQUEBBjly5c3vL29jUmTJhlfffWV8Z///McAjCeffNKhbf/+/Y2XX37Z+Prrr42PPvrI6NixowEYjz/+eK6P7czP/bi4OIf3QLVq1Ywvvvgiz+ckkhONJMk1Z+bMmdkWhnp4eDjcb9SoEVOnTuWpp55i+/btnD59mp9++inHKRtDhw7F39/ffn/gwIGEhYXxww8/MHbsWDZt2kR8fDzPPfecw/qFvn370qBBA77//numTp3q0Ofl1X06duzIZ599Zr+/aNEiAgMD6dmzp8PIS8uWLSlXrhyrV692+I97ZGQkHTt2tN+vVKkS9evX58CBA3m+Vrnx8PCwv2ZWq5Vz585htVpp1aqVw7QiV91///3Z5ptfPnJXEHFxcWzbto3HH3/cYdpGkyZN6NmzJz/88MMVP0ZuypUrR3Jysv1+1v/Wpqenk5SURJ06dQgKCmLLli3cc889+faZtY/k5GRSU1Pp2LEj77//Prt373bqNevRo4fD/Zo1a/L5559TtWpV+1TMCRMmOLR59NFH+e9//8v3339P165d8+z/3nvvdRiByXz/HThwIN/y1EFBQRw9epQ///zTqSlV+fnhhx9o06YNN9xwg/1YuXLluP/++3nqqaeIiYlxiGnYsGEF/q96UFAQGzZs4Pjx41SpUiXXdt7e3tx7770OxxYvXkzFihV5+OGHs7V3ZqrT5RYsWMDQoUN58MEHefvtt+19JCQksGrVKp5//nmSk5Md3p+9evViypQpHDt2jKpVq3LnnXfyyCOP8Pnnn/PCCy8AsHz5ck6fPu0wItG0aVN+/vlnp+LKb4pZUlJSjute7rnnHr755hv7/dGjRztMZQXHn+8nT55k3rx53Hffffj7+xdoZCrTnDlzaNOmDR9//DFLly5l6dKlTJw4kW7duvHpp59StWpVh/YnT56kTJkyORYJKkyXLl3KdeTTx8eHS5cu2e+vXr2axYsX20d33eH8+fNYrVZeeukle5GIAQMGkJCQwFtvvcXTTz9t/32ZdWon2H5m9OnTh9dff52HH36YatWqFSiG4OBgfv75Z1JSUti6dStLlizh/PnzV/bE5JqkJEmuOW3atHGqcMNjjz3GwoUL2bhxI9OnTycyMjLHdnXr1nW4bzKZqFOnjn2NyaFDhwCoX79+tmsbNGiQrZStj4+PvaJbpvLlyzusNdq7dy+JiYm5zoXPLD6QqUaNGtnaXN6nqz755BNee+01du/eTXp6uv34lfxRULdu3Wx/vLtDXl+Dhg0bsnz5ci5cuFAolY/Onz/vkERfunSJGTNmMGfOHI4dO+YwX9/Z6Uo7d+7k2WefZdWqVdnWyzjbR+Yfk2XKlKFy5crUr1/fPhXm0KFDmM3mbBUfQ0NDCQoKsr+eebn8PZe5WNyZ99wTTzzBihUraNOmDXXq1OHGG2/kP//5T45rQpxx6NAhrr/++mzHM6cvHjp0yCFJupL38CuvvMKwYcOoXr06LVu25KabbmLo0KHUqlXLoV3VqlWz/TG7f/9+6tev75ZqebGxsdx9993ccccd2co/79u3D8MwmDRpEpMmTcrx+vj4eKpWrUpQUBD9+/dn/vz59iQpM5nOWrWxfPnybvve9ff3z/GP2ueff95enrpnz545Xnv5z/chQ4bQvHlzxowZQ79+/VyaOpk1MTWbzYwePZrRo0dz5swZ/vjjD9577z1+/PFHBg8ezG+//eZw7SuvvMKbb77JwIED+emnnwr83nWVr68vaWlpOZ5LSUmxJ/8ZGRmMHTuWe+65xy3/iMj6+BcuXMhW/GXIkCFERUWxdevWbBUJM5lMJnsJ/19++aXAUyS9vLzs78V+/frRvXt3OnToQEhIyBVVOJRrj5IkkVwcOHCAvXv3ArBjx44ie9zLR7VyYrVaCQkJ4fPPP8/x/OVJVm59GvksqM3NvHnzGD58OLfeeiuPPfYYISEheHh4MGPGjCteYF6apKen8/fffzv8Af7www8zZ84cxo0bR7t27QgMDMRkMjF48GCsVmu+fZ47d47OnTsTEBDA888/T+3atfHx8WHLli088cQTTvUBzv2zoCCjF5mu5D3XsGFD9uzZw3fffUdUVBSLFy/m3XffZfLkydlGXQvDlazNuPPOO+nYsSNLly7lp59+4tVXX+Xll19myZIl9OnTxy2P4YywsDD7iPamTZscvtaZ75GJEyfSq1evHK/PmiAPHTqURYsWsXbtWho3bsy3337LQw895LC+JC0tjYSEBKdiq1SpUp4/5xo0aMBff/1Fenq6w3rEJk2aONV/Vmazma5du/LWW2+xd+9ee6EbwGFUJauLFy8CuVcurFChAjfffDM333wzXbp0Yc2aNRw6dMhhP7WwsDB+/vlnbrjhBvr27cuaNWvcMiqen7CwMCwWC/Hx8Q7/REtLS+PMmTP20c1PP/2UPXv28P7772fbiy05OZmDBw8SEhLicsXFKlWqsHfv3mxrOTNjye+fJNWrVwdw+r3kjPbt2xMWFsbnn3+uJElcoiRJJAdWq5Xhw4cTEBDAuHHjmD59OgMHDsxxukZmIpXJMAz27dtn/4We+Ytzz5492fbL2bNnT64blealdu3arFixgg4dOrjtjy1X/iD+6quvqFWrFkuWLHG4bsqUKW6JxRmuxJv1a3C53bt3U7FixUIZRfrqq6+4dOmSwx+iX331FcOGDeO1116zH0tJSclWeSm35/fLL79w5swZlixZ4vAf2cyqdO5Qs2ZNrFYre/fudSiGcfLkSc6dO1eg92xO8voali1blkGDBjFo0CDS0tK4/fbbmTZtGk899ZTLZbdr1qyZ69c+87w7hYWF8dBDD/HQQw8RHx9PixYtmDZtmkOSlJPatWuzYcOGbMlBQfj4+PDdd9/RrVs3evfuzZo1a7juuusA7KNanp6eTo3+9O7dm0qVKvH5559z/fXXc/HixWzTQteuXZvvFMxMsbGxee791a9fP9avX8/SpUu58847neozL5nV/DJHpypVqoSfn1+O7wmw/Zzw8/OjYsWK+fbdqlUr1qxZQ1xcXLb3Ua1atVi+fDmdO3emV69e/Pbbb9lmHrhbZtGcTZs2Oew5t2nTJqxWq/384cOHSU9Pz3GE69NPP+XTTz9l6dKl3HrrrS49fsuWLdm7dy/Hjh1zGD09fvw4kP0feJfLnAKeXztXpaSkOD3KLpJJJcBFcvD666+zdu1aPvjgA1544QXat2/PqFGjslVeA9svlKxz+r/66ivi4uLsfxC1atWKkJAQ3nvvPYfyyT/++CO7du2ib9++Lsd35513YrFY7NNfssrIyChQqdPMJMGZazP/C5x1VGDDhg15bvLnbq7EGxYWRrNmzfjkk08c2kdHR/PTTz9l28DWHf766y/GjRtnr+yUycPDI9toyv/+979s5btze345vfZpaWm8++67bos98/V48803HY6//vrrAAV6z+akbNmyOf7hcubMGYf7Xl5eREZGYhiGw9ROZ910001s3LjR4f154cIFPvjgA8LDw3OdSusqi8WS7fmEhIRQpUqVbKXTczJgwABOnz6dbZ0NFGzUNzAwkOXLl9vLkGeO8oaEhNClSxfef//9HDcGvXzfnzJlyjBkyBC+/PJL5s6dS+PGjbON6mSuSXLmI781SaNGjaJy5cqMHz8+x/2AXHkt0tPT+emnn/Dy8rIn/B4eHtx4440sW7aMw4cPO7Q/fPgwy5Yt48Ybb7R/r504cYKYmJhsfaelpbFy5cocp6Zmaty4Md9//z3nz5+nZ8+e2bZ9cLdu3boRHBzMrFmzHI7PmjULPz8/+/fu4MGD7Wursn6A7ftl6dKlOU5Rzc+gQYMA+Oijj+zHrFYrc+bMITg4mJYtWwK2kaLLf+alp6fz0ksv4eXl5XTCndWFCxfso4BZLV68mLNnz2p/RHGZRpLkmvPjjz/a/4OcVfv27alVqxa7du1i0qRJDB8+nP79+wO2ksvNmjXjoYce4ssvv3S4Ljg4mBtuuIF7772XkydP8uabb1KnTh37nhienp68/PLL3HvvvXTu3JkhQ4bYS4CHh4dnK63rjM6dO/PAAw8wY8YMtm3bxo033oinpyd79+5l0aJFvPXWW9k2N81Ps2bN8PDw4OWXXyYxMRFvb2+6deuW47qnfv36sWTJEm677Tb69u1LbGws7733HpGRkUW2QNaVeAFeffVV+vTpQ7t27RgxYoS9BHhgYKDDPjcF8dtvv5GSkoLFYrGvV/j2228JDAxk6dKlDn8U9uvXj88++4zAwEAiIyNZt24dK1assJfezu/5tW/fnvLlyzNs2DDGjh2LyWTis88+K/DUyZw0bdqUYcOG8cEHH9in923cuJFPPvmEW2+9tUB/wOSkZcuWfPHFF0yYMIHWrVtTrlw5+vfvz4033khoaCgdOnSgcuXK7Nq1i3feeYe+ffs6rO9y1pNPPsmCBQvo06cPY8eOJTg4mE8++YTY2FgWL16cZzlqVyQnJ1OtWjUGDhxI06ZNKVeuHCtWrODPP/90GDnMzdChQ/n000+ZMGECGzdupGPHjly4cIEVK1bw0EMP2cttu6JixYr2aV89evTg999/p2rVqsycOZMbbriBxo0bM3LkSGrVqsXJkydZt24dR48ete8HlzW2t99+m9WrV/Pyyy9nexx3rkkKDg5m6dKl9O/fn6ZNmzJ48GBat26Np6cnR44cYdGiRUDOay2z/nyPj49n/vz59jLQAQEB9nbTp0+nbdu2tGjRgvvvv5/w8HAOHjzIBx98gMlkYvr06fa2R48epU2bNnTr1o3u3bsTGhpKfHw8CxYssP8zJK9Rp3bt2rFkyRL69+9Pz549+e233+zf7++88w7nzp2zj7QsW7aMo0ePArapuYGBgYBt3Vxm8Z5NmzYBtk11wTYSmjmy5+vrywsvvMDo0aO544477CNY8+bNY9q0afbCNQ0aNMhxDyqwrcm7fARp2bJl9vdEeno627dvtz/+zTffbE+ab7nlFrp3786MGTM4ffo0TZs25euvv+b333/n/ffft28K/u233/Liiy8ycOBAIiIiSEhIYP78+URHRzN9+vRsiXTmY+3cuROAzz77zL6e99lnnwVsszp69OjBoEGDaNCgAWazmU2bNjFv3jzCw8OvuLS4XIOKp6ieSNHLqwQ4/5RezcjIMFq3bm1Uq1bNOHfunMP1mSWMM0uJZpZ6XbBggfHUU08ZISEhhq+vr9G3b1/j0KFD2R7/iy++MJo3b254e3sbwcHBxl133WUcPXrUoc2wYcOMsmXLZrt2ypQpOZZ8/eCDD4yWLVsavr6+hr+/v9G4cWPj8ccfN44fP25vU7NmTaNv377Zrr28dLNhGMbs2bONWrVqGR4eHg5lVi9va7VajenTpxs1a9Y0vL29jebNmxvfffedMWzYsGwlnXGhBHhuJXkzn8flZWdzizc3K1asMDp06GD4+voaAQEBRv/+/Y2YmBiHNgUpAZ754enpaVSqVMno1KmTMW3aNCM+Pj7bNWfPnjXuvfdeo2LFika5cuWMXr16Gbt373bp+f3xxx9G27ZtDV9fX6NKlSrG448/bixfvtyp1yDz++DPP//Ms116eroxdepUIyIiwvD09DSqV69uPPXUU9lKjOdWAvzy1y/za5y1xPH58+eN//znP0ZQUJC9bLJh2MpOd+rUyahQoYLh7e1t1K5d23jssceMxMTEPGM2jNxLGO/fv98YOHCgERQUZPj4+Bht2rQxvvvuO4c2rnztsz5e5vs7NTXVeOyxx4ymTZsa/v7+RtmyZY2mTZsa7777rsM1WUt0X+7ixYvGM888Y3/dQ0NDjYEDBxr79+93Oqac+t+3b58RFhZmNGzY0Dh16pRhGLbXZOjQoUZoaKjh6elpVK1a1ejXr5/x1Vdf5djvddddZ5jN5mw/twpLXFyc8dhjjxmRkZGGr6+v4e3tbdSqVcsYOnSow5YGhpHzz3cfHx+jWbNmxqxZs3Isob5r1y5j0KBBRkhIiFGmTBkjJCTEGDx4cLbS3klJScZbb71l9OrVy6hWrZrh6elp+Pv7G+3atTNmz57t0Hde76EvvvjCMJvNRuvWre3bRmSWCs/pI2sJ8rxKrF/+c9wwbL8b6tevb3h5eRm1a9c23njjDafKyOf2/ZO5PUVuvzuzSk5ONh555BEjNDTU8PLyMho3bmzMmzfPoc2mTZuM/v37G1WrVjW8vLyMcuXKGTfccIPx5Zdf5hpXbh+ZTp06Zdx///1GgwYNjLJlyxpeXl5G3bp1jXHjxtnf8yKuMBmGG//9KHIN+eWXX+jatSuLFi1yedRGRKSkad68OcHBwaxcubK4QxERKXRakyQiIiJ52rRpE9u2bWPo0KHFHYqISJHQmiQREZESICEhIdc9cMBWkMDdVcGio6PZvHkzr732GmFhYfaF+SIipZ2SJBERkRLg9ttvZ82aNbmer1mzZrY9b67UV199xfPPP0/9+vVZsGCBy+XXRURKKq1JEhERKQE2b96c52acvr6+Oe57IyIirlOSJCIiIiIikoUKN4iIiIiIiGRR6tckWa1Wjh8/jr+/PyaTqbjDERERERGRYmIYBsnJyVSpUiXPzcRLfZJ0/PhxqlevXtxhiIiIiIjIVeLIkSNUq1Yt1/OlPkny9/cHbC9EQEBAMUcjIiIiIiLFJSkpierVq9tzhNyU+iQpc4pdQECAkiQREREREcl3GY4KN4iIiIiIiGShJElERERERCQLJUkiIiIiIiJZlPo1Sc4wDIOMjAwsFktxhyJXOQ8PD8qUKaNy8iIiIiKl2DWfJKWlpREXF8fFixeLOxQpIfz8/AgLC8PLy6u4QxERERGRQnBNJ0lWq5XY2Fg8PDyoUqUKXl5eGiGQXBmGQVpaGqdOnSI2Npa6devmuQmZiIiIiJRM13SSlJaWhtVqpXr16vj5+RV3OFIC+Pr64unpyaFDh0hLS8PHx6e4QxIRERERN9O/wUGjAeISvV9ERERESjf9tSciIiIiIpKFkiQREREREZEslCS5gcVqsG7/Gb7Zdox1+89gsRrFHVKeDh48iMlkYtu2bU5fM3fuXIKCgoo9DhERERGRwqYk6QpFRcdxw8urGDJ7PY8s3MaQ2eu54eVVREXHFerjHjlyhP/7v/+zV+WrWbMmjzzyCGfOnMn32urVqxMXF0ejRo2cfrxBgwbx999/X0nIBdKlSxdMJhMmkwlvb2+qVq1K//79WbJkict9PffcczRr1sz9QYqIiIhIqaIk6QpERccxat4W4hJTHI6fSExh1LwthZYoHThwgFatWrF3714WLFjAvn37eO+991i5ciXt2rUjISEh12vT0tLw8PAgNDSUMmWcL27o6+tLSEiIO8J32ciRI4mLi2P//v0sXryYyMhIBg8ezP33318s8YiIiIhI6aYkKQvDMLiYluHUR3JKOlO+3UlOE+syjz33bQzJKelO9WcYzk/RGz16NF5eXvz000907tyZGjVq0KdPH1asWMGxY8d45pln7G3Dw8N54YUXGDp0KAEBAdx///05TnP79ttvqVu3Lj4+PnTt2pVPPvkEk8nEuXPngOzT7TJHZT777DPCw8MJDAxk8ODBJCcn29tERUVxww03EBQURIUKFejXrx/79+93+nlm8vPzIzQ0lGrVqtG2bVtefvll3n//fWbPns2KFSvs7Z544gnq1auHn58ftWrVYtKkSaSnp9vjnzp1Kn/99Zd9ZGru3LkAvP766zRu3JiyZctSvXp1HnroIc6fP+9ynCIiIiJSOlzT+yRd7lK6hcjJy93SlwGcSEqh8XM/OdU+5vle+Hnl/+VISEhg+fLlTJs2DV9fX4dzoaGh3HXXXXzxxRe8++679o1x//vf/zJ58mSmTJmSY5+xsbEMHDiQRx55hPvuu4+tW7cyceLEfGPZv38/X3/9Nd999x1nz57lzjvv5KWXXmLatGkAXLhwgQkTJtCkSRPOnz/P5MmTue2229i2bdsVl9EeNmwYjz76KEuWLKFHjx4A+Pv7M3fuXKpUqcKOHTsYOXIk/v7+PP744wwaNIjo6GiioqLsiVVgYCBgK+n99ttvExERwYEDB3jooYd4/PHHeffdd68oRhEREREpmZQklTB79+7FMAwaNmyY4/mGDRty9uxZTp06ZZ8e161bNx599FF7m4MHDzpc8/7771O/fn1effVVAOrXr090dLQ92cmN1Wpl7ty5+Pv7A3DPPfewcuVK+3UDBgxwaP/xxx9TqVIlYmJiXFoPlROz2Uy9evUcnsuzzz5rvx0eHs7EiRNZuHAhjz/+OL6+vpQrV44yZcoQGhrq0Ne4ceMcrnvxxRd58MEHlSSJiIiIXKOUJGXh6+lBzPO9nGq7MTaB4XP+zLfd3Htb0yYi2KnHdoUr0/NatWqV5/k9e/bQunVrh2Nt2rTJt9/w8HB7ggQQFhZGfHy8/f7evXuZPHkyGzZs4PTp01itVgAOHz58xUkS2F6DzNEygC+++IK3336b/fv3c/78eTIyMggICMi3nxUrVjBjxgx2795NUlISGRkZpKSkcPHiRfz8/K44ThEREZFr1qWzsOMrqHsjlK9Z3NE4TWuSsjCZTPh5lXHqo2PdSoQF+mDKrS8gLNCHjnUrOdVf1j/281KnTh1MJhO7du3K8fyuXbsoX748lSpVsh8rW7asi6+Eczw9PR3um0wmeyIE0L9/fxISEpg9ezYbNmxgw4YNgK14xJWyWCzs3buXiIgIANatW8ddd93FTTfdxHfffcfWrVt55pln8n2sgwcP0q9fP5o0acLixYvZvHkzM2fOdFucIiIiIte0fSvhh4mwYHBxR+ISJUkF5GE2MaV/JEC2RCnz/pT+kXiYnUt+nFWhQgV69uzJu+++y6VLlxzOnThxgs8//5xBgwY5nXSBbXrdpk2bHI79+Wf+o2R5OXPmDHv27OHZZ5+le/fu9mmA7vLJJ59w9uxZ+5S+tWvXUrNmTZ555hlatWpF3bp1OXTokMM1Xl5eWCwWh2ObN2/GarXy2muv0bZtW+rVq8fx48fdFqeIiIjINW3vz7bPdXsWbxwuUpJ0BXo3CmPW3S0IDfRxOB4a6MOsu1vQu1FYoTzuO++8Q2pqKr169eLXX3/lyJEjREVF0bNnT6pWrZrvWqLLPfDAA+zevZsnnniCv//+my+//NJe+c2VZCur8uXLU6FCBT744AP27dvHqlWrmDBhQoH6unjxIidOnODo0aOsX7+eJ554ggcffJBRo0bRtWtXAOrWrcvhw4dZuHAh+/fv5+2332bp0qUO/YSHhxMbG8u2bds4ffo0qamp1KlTh/T0dP73v/9x4MABPvvsM957770CxSkiIiIiWVitsC8zSbqxeGNxkZKkK9S7URi/P9GNBSPb8tbgZiwY2Zbfn+hWaAkS2BKCTZs2UatWLe68805q167N/fffT9euXVm3bh3BwfmvgcoqIiKCr776iiVLltCkSRNmzZplLyPu7e1doBjNZjMLFy5k8+bNNGrUiPHjx9sLQ7hq9uzZhIWFUbt2bW6//XZiYmLsFfwy3XzzzYwfP54xY8bQrFkz1q5dy6RJkxz6GTBgAL1796Zr165UqlSJBQsW0LRpU15//XVefvllGjVqxOeff86MGTMKFKeIiIiIZHF8K1w8A94BUP364o7GJSbDlQoAJVBSUhKBgYEkJiZmW8SfkpJCbGwsERER+Pj45NLDtWnatGm89957HDlypLhDuerofSMiIiLihNUzYM1LEHkL3PlpcUcD5J0bZKXqdgLAu+++S+vWralQoQJ//PEHr776KmPGjCnusERERESkpNr7z36hJWyqHShJkn/s3buXF198kYSEBGrUqMGjjz7KU089VdxhiYiIiEhJdD4ejm+x3a7To3hjKQAlSQLAG2+8wRtvvFHcYYiIiIhIabBvpe1zWFPwDy3eWApAhRtERERERMS9Mqfa1SlZpb8zKUkSERERERH3sWTA/n9GkkrgeiRQkiQiIiIiIu50bBOkJIJveajWqrijKRAlSSIiIiIi4j6ZU+1qdwezR/HGUkBKkkRERERExH1KcOnvTEqSRERERETEPZKOw4kdgAnqdC/uaApMSVIp06VLF8aNG1dkjzd37lyCgoKK7PFERERE5Cq2b4Xtc9WWULZi8cZyBZQklUDDhw/HZDJl+9i3bx9LlizhhRdesLcNDw/nzTffdLi+OBKb1atXc9NNN1GhQgX8/PyIjIzk0Ucf5dixY0Uah4iIiIgUIvtUu5JZ+juTkqQSqnfv3sTFxTl8REREEBwcjL+/f3GH5+D999+nR48ehIaGsnjxYmJiYnjvvfdITEzktddeK3C/aWlpboxSRERERK5IRhrs/8V2W0lSKWIYkHaheD4Mw6VQvb29CQ0Ndfjw8PBwmG7XpUsXDh06xPjx4+2jTb/88gv33nsviYmJ9mPPPfccAKmpqUycOJGqVatStmxZrr/+en755ReHx507dy41atTAz8+P2267jTNnzuQZ59GjRxk7dixjx47l448/pkuXLoSHh9OpUyc+/PBDJk+eDMBzzz1Hs2bNHK598803CQ8Pt98fPnw4t956K9OmTaNKlSrUr1+fp59+muuvvz7b4zZt2pTnn3/efv/DDz+kYcOG+Pj40KBBA959913nXmgRERERcc6R9ZCWDH4VIax5cUdzRcoUdwBXlfSLML1K8Tz208fBq6xbu1yyZAlNmzbl/vvvZ+TIkQAEBwfz5ptvMnnyZPbs2QNAuXLlABgzZgwxMTEsXLiQKlWqsHTpUnr37s2OHTuoW7cuGzZsYMSIEcyYMYNbb72VqKgopkyZkmcMixYtIi0tjccffzzH865O+1u5ciUBAQH8/PPP9mMzZsxg//791K5dG4CdO3eyfft2Fi9eDMDnn3/O5MmTeeedd2jevDlbt25l5MiRlC1blmHDhrn0+CIiIiKSi6xT7cwleyxGSVIJ9d1339mTG4A+ffqwaNEihzbBwcF4eHjg7+9PaGio/XhgYCAmk8nh2OHDh5kzZw6HDx+mShVbojhx4kSioqKYM2cO06dP56233qJ37972hKdevXqsXbuWqKioXOPcu3cvAQEBhIWFueV5ly1blg8//BAvLy/7saZNmzJ//nwmTZoE2JKi66+/njp16gAwZcoUXnvtNW6//XYAIiIiiImJ4f3331eSJCIiIuIue//5J3YJn2oHSpIcefrZRnSK67Fd0LVrV2bNmmW/X7bslY1C7dixA4vFQr169RyOp6amUqFCBQB27drFbbfd5nC+Xbt2eSZJhmFgMpmuKLasGjdu7JAgAdx11118/PHHTJo0CcMwWLBgARMmTADgwoUL7N+/nxEjRthH0wAyMjIIDAx0W1wiIiIi17Szh+DUbjCZoXa34o7miilJyspkcvuUt8JStmxZ+0iJO5w/fx4PDw82b96Mh4fjzshZR6xcVa9ePRITE4mLi8tzNMlsNmNcti4rPT09W7ucksEhQ4bwxBNPsGXLFi5dusSRI0cYNGgQYHteALNnz862duny5ykiIiIiBbTvn1Gk6teDb/nijcUNlCSVcl5eXlgslnyPNW/eHIvFQnx8PB07dsyxr4YNG7JhwwaHY+vXr8/z8QcOHMiTTz7JK6+8whtvvJHt/Llz5wgKCqJSpUqcOHHCYeRp27Zt+T09AKpVq0bnzp35/PPPuXTpEj179iQkJASAypUrU6VKFQ4cOMBdd93lVH8iIiIi4qK9/+yPVAqm2oGSpFIvPDycX3/9lcGDB+Pt7U3FihUJDw/n/PnzrFy5kqZNm+Ln50e9evW46667GDp0KK+99hrNmzfn1KlTrFy5kiZNmtC3b1/Gjh1Lhw4d+O9//8stt9zC8uXL85xqB1C9enXeeOMNxowZQ1JSEkOHDiU8PJyjR4/y6aefUq5cOV577TW6dOnCqVOneOWVVxg4cCBRUVH8+OOPBAQEOPU877rrLqZMmUJaWlq2ZGzq1KmMHTuWwMBAevfuTWpqKps2beLs2bP2aXkiIiIiUkDpKRC7xna7TulIkkp22QnJ1/PPP8/BgwepXbs2lSpVAqB9+/Y8+OCDDBo0iEqVKvHKK68AMGfOHIYOHcqjjz5K/fr1ufXWW/nzzz+pUaMGAG3btmX27Nm89dZbNG3alJ9++olnn3023xgeeughfvrpJ44dO8Ztt91GgwYNuO+++wgICGDixImAbZTq3XffZebMmTRt2pSNGzfazzlj4MCBnDlzhosXL3Lrrbc6nLvvvvv48MMPmTNnDo0bN6Zz587MnTuXiIgIp/sXERERkVwc+sNWJbpcKIQ2Lu5o3MJkXL4QpJRJSkoiMDCQxMTEbKMSKSkpxMbGEhERgY+PTzFFKCWN3jciIiIiWfzwOGx8H5rfA7e8U9zR5Cmv3CArjSSJiIiIiEjBGAbs+cF2u/5NxRuLG101SdJLL72EyWRi3Lhx9mMpKSmMHj2aChUqUK5cOQYMGMDJkyeLL0gREREREfnXyWhIPAJlfKFWl+KOxm2uiiTpzz//5P3336dJkyYOx8ePH8+yZctYtGgRa9as4fjx4/YNQUVEREREpJjt/mcUqXZX8HJt38+rWbEnSefPn+euu+5i9uzZlC//b031xMREPvroI15//XW6detGy5YtmTNnDmvXrs237LSIiIiIiBQB+1S7PsUbh5sVe5I0evRo+vbtS48ePRyOb968mfT0dIfjDRo0oEaNGqxbty7X/lJTU0lKSnL4yE8pr10hbqb3i4iIiAiQeAzitgEmqNe7uKNxq2LdJ2nhwoVs2bKFP//8M9u5EydO4OXlRVBQkMPxypUrc+LEiVz7nDFjBlOnTnXq8T09PQG4ePEivr6+zgcu17SLFy8C/75/RERERK5Jf/9o+1y9DZQLKd5Y3KzYkqQjR47wyCOP8PPPP7u1jPJTTz3lsEFoUlIS1atXz7Gth4cHQUFBxMfHA+Dn54fJZHJbLFK6GIbBxYsXiY+PJygoCA8Pj+IOSURERKT47C6dU+2gGJOkzZs3Ex8fT4sWLezHLBYLv/76K++88w7Lly8nLS2Nc+fOOYwmnTx5ktDQ0Fz79fb2xtvb2+k4MvvKTJRE8hMUFJTne1BERESk1EtJgthfbbfr9y3eWApBsSVJ3bt3Z8eOHQ7H7r33Xho0aMATTzxB9erV8fT0ZOXKlQwYMACAPXv2cPjwYdq1a+e2OEwmE2FhYYSEhJCenu62fqV08vT01AiSiIiIyP6VYE2H4NpQsW5xR+N2xZYk+fv706hRI4djZcuWpUKFCvbjI0aMYMKECQQHBxMQEMDDDz9Mu3btaNu2rdvj8fDw0B+/IiIiIiLO2PPPeqQGN0EpXK5SrIUb8vPGG29gNpsZMGAAqamp9OrVi3fffbe4wxIRERERuXZZ0uHv5bbb9W8q3lgKicko5fWMk5KSCAwMJDExkYCAgOIOR0RERESkZIv9DT7pB34VYOJeMJec2VjO5gbFvk+SiIiIiIiUIJkbyNbrXaISJFcoSRIREREREecYBuz+3na7FJb+zqQkSUREREREnBO/C84dAg9vqN2tuKMpNEqSRERERETEOXv+GUWq1QW8yhZrKIVJSZKIiIiIiDgna+nvUkxJkoiIiIiI5C8pDo5ttt2u17t4YylkSpJERERERCR/f0fZPldtBf6hxRtLIVOSJCIiIiIi+css/V3Kp9qBkiQREREREclP6nk4sMZ2u76SJBERERERudbtXwWWVCgfAZUaFHc0ha5McQcgIiIiIiJXOfsGsjeByeT0ZRarwcbYBOKTUwjx96FNRDAeZuevLy5KkkREREREJHcZaf+W/m7Y3+nLoqLjmLoshrjEFPuxsEAfpvSPpHejMHdH6VaabiciIiIiIrmL/RVSE6FcZah+vVOXREXHMWreFocECeBEYgqj5m0hKjquMCJ1GyVJIiIiIiKSu5ivbZ8b9gdz/umDxWowdVkMRg7nMo9NXRaDxZpTi6uDkiQREREREcmZJePf9UgNb86/udVg7h+x2UaQsjKAuMQUNsYmuClI99OaJBERERERydmh3+FSAvhVgJod8mya0xqkvMQnO9euOChJEhERERGRnMV8a/vcoC94ZE8dMqvX/Rxzgo//OOhS1yH+Pm4IsHAoSRIRERERkeysFti1zHY78pZsp10dOcpkAkIDbeXAr1ZKkkREREREJLsjG+BCPPgEQngnh1OZ1etcLb2QuUPSlP6RV/V+SUqSREREREQku5hvbJ/r94UyXvbDeVWvy09oCdknSUmSiIiIiIg4slrtU+12l+/Knm3HCPG3TZHbGJvg8hQ7gEl9GzK8Q8RVPYKUSUmSiIiIiIg4OrYZko5xAV9uifIklW0AhAZ407xGeZe6ylyDVFISJNA+SSIiIiIicpnY3+YDsMLSnFT+nWp3IimVH6NPON1PSVmDdDmNJImIiIiIiJ3FYsX77+8A+MHS5or6KilrkC6nJElEREREROx2bv6NJsRz0fBmjbVpgfoY0SGcHpGhtIkILlEjSJmUJImIiIiIiJ3PPlvBhtXWpqTg7dK1YSV05OhySpJERERERMTGMKge9zMAUS5OtRvTtTbje9YvkSNHl1PhBhERERERsYmPwTf5IKl4ssra3KVLO9SpVCoSJFCSJCIiIiIi/7DutG0gu8uvNRfwdeoaE7Zpdm0iggsxsqKlJElERERERIiKjrOX/v7knK1gQ37jQiW1xHd+lCSJiIiIiFzjoqLjePXzZdQ2jpBmeLDS2gIA45/zIzqEM75HPUIDfByuCw30YdbdLUp8oYbLqXCDiIiIiMg1zGI1mLoshtvNfwLwh7URSZS1nzcBP0Sf4PcnujGmWx02xiYQn5xCiL9PiS3xnR8lSSIiIiIi1yiL1WDuH7HEJabQz2s9AD9aHavaGUBcYgobYxNoV7sC7WpXKIZIi5aSJBERERGRa1BUdBxTl8UQl5hCHdNRGpoPk2Z4EGVpnWP7+OSUIo6w+ChJEhERERG5xkRFxzFq3hb7mqP+HusAWGNtShLlcrwmxN8nx+OlkZIkEREREZFrSOYaJMN+xOBm81oAllnaZWtvwlagoTSV+M6PqtuJiIiIiFxDNsYmEJf479S5xqZYIswnuWR4scLa0qFtaS3xnR+NJImIiIiIXEMuX1t0s4dtFGmFtQUXyV7ie0r/yFJX4js/SpJERERERK4BFqvBxtgE9p5Mth8zYaWfh62q3beW9g7tJ/VtyPAOEdfUCFImJUkiIiIiIqVc1kp2WbU27SHMlECS4ccaa1Pg3zVI12qCBEqSRERERERKtcsr2WWVOdUuytKaNDyv2TVIl1OSJCIiIiJSClmsBuv3n+HJxTtyTJDKkMFNHhsA+NZqm2p3ra5BupySJBERERGRUia36XVZ3WCOJth0nlNGAM079Wd03VDaRARf0yNImZQkiYiIiIiUInlNr8uq/z9T7X6wXE+d0CDa1a5Q+MGVENonSURERESklMi+UWzOvEmjl3kTYKtqF+Lvk88V1xYlSSIiIiIipcTlG8Xmpqt5G+VMKRwzKhLn35g2EcFFEF3JoSRJRERERKSUuHyj2NxkVrVbZmnH5JsbaR3SZbQmSURERESklHBm2lw5LtLdvBWAxr3upcM1XskuJxpJEhEREREpJdpEBBMW6ENe40K3+mzD25SOUaEuHW7oVmSxlSRKkkRERERESgkPs4kp/SNzLNxg+ufjkcp/2e43HggmTbPLiZIkEREREZFSwGI1WLf/DKnpVkL8vbOdDw304cM7IqgUb1uPRKMBRRxhyaE1SSIiIiIiJVxum8c+2KkWDasEEOLvY9sodvPHYFggtAlUrFtM0V79NJIkIiIiIlKCZW4em1Pp7/d/PYB3GTPtalewVbCLXmw70XhgEUdZsihJEhEREREpoZzZPHbqshgsVgPOHoRDfwAmTbXLh5IkEREREZESKr/NYw0gLjGFjbEJsP1L28GIThBYrWgCLKGUJImIiIiIlFDObh4bn3QJ/lpgu9N0SCFGVDooSRIRERERKaGc2TwWoFZKDCQcAM+y0LB/IUdV8ilJEhEREREpoTI3j82NCQgL9OG60z/YDkTeDN7liia4EkxJkoiIiIhICWSxGmyMTaBPo9Acz2duEzv1ptqYdy6x3Wk6uGiCK+G0T5KIiIiISAmT275IWYUG+jClfyQ3mtZDSiIEVIPwTkUYZcmlJElEREREpATJ3Bcpt7LfIzqE0yMy1LZ5rNkEn/9TsKHJnWDWRDJn6FUSERERESkh8tsXyQT8EH3i3wTpfDzsW2E7qap2TlOSJCIiIiJSQri0LxLAjkVgWKBqS6hUr2iCLAWUJImIiIiIlBBO74uU2U57IxWIkiQRERERkRLC2X2RQvx94EQ0nNgBZk9oNKCQIytdlCSJiIiIiJQQmfsimXI5n7kvUpuI4H9Hker1Ar/gogqxVFCSJCIiIiJSQniYTUzpH5njuczEaUr/SDwMi209EkCz/xRNcKWIkiQRERERkRKkd6MwptycPVEKDfRh1t0t6N0oDA6shvMnwTcY6vQshihLNu2TJCIiIiJSwlxKswLQuGoA93WsRYi/z79lv+HfqXaN74AyXsUUZcmlJElEREREpISJ2nkCgEGta3BLs6qOJ1MSYff3tttNBxdxZKWDptuJiIiIiJQgcYmX+OvIOUwmuDGycvYGO7+GjBSoWB+qNC/y+EoDjSSJiIiIiJQAFqvBxtgEFm8+CkCL6kGEBORQEvyvhbbPzYaAKbc6eJIXJUkiIiIiIle5qOg4pi6LIS7x381k/44/T1R0nK1QQ6bT++DwWjCZofGdxRBp6aDpdiIiIiIiV7Go6DhGzdvikCABJKdkMGreFqKi4/49uPVT2+c6PSDwsrVK4jQlSSIiIiIiVymL1WDqshiMPNpMXRaDxWqAJR22zbcdbDG0SOIrrZQkiYiIiIhcpTbGJmQbQcrKAOISU9gYmwB/R8GFU1A2BOr1LrogSyGtSRIRERERuUrFJ+eeIGVrF/2J7U6z/4CHZyFGVfppJElERERE5CpksRqcTk51qm01cwLsW2G7o6l2V0wjSSIiIiIiV5mcqtnlxASEBvrQ/Mz3gAHhHaFC7SKJsTRTkiQiIiIichXJrGaXV7EGsCVIAFP61ce84hHbHY0iuYWm24mIiIiIXCWcqWaXKTTQh1l3t6C3725IPAI+QdDw5sIO8ZqgkSQRERERkatEftXsMk3q25DhHSLwMJvgyydsB5sMAk+fQo7w2qCRJBERERGRq4Sz1ewq+nvbEqTzp2D3D7aDmmrnNkqSRERERESuEiH+zo0E2dv9tQCs6VC1JYQ2KsTIri2abiciIiIiUgwsVoONsQnEJ6cQ4u9Dm4hg2kQEExbow4nElBzXJWVWs2sTEQyGAVs+tZ3QKJJbKUkSERERESliOZX4Dg3wZkibGvRpFMrHfxzMdo29ml3/SNtUu0Nr4cxe8CwLjQYUTeDXCCVJIiIiIiJFKLcS3yeSUnljxd5crwsN9GFK/0h6NwqzHcgcRWp0O3j7F06w1yglSSIiIiIiRcSVEt+ZRnQIp0dkKG0igm0jSACXzsHOr223Wwxzc5Siwg0iIiIiIkXE2RLfmUzAD9EnHBMkgB2LIOMShERCtVbuD/QaV6xJ0qxZs2jSpAkBAQEEBATQrl07fvzxR/v5lJQURo8eTYUKFShXrhwDBgzg5MmTxRixiIiIiEjBOVviO5MBxCWmsDE2wfFE1oINJlO26+TKFGuSVK1aNV566SU2b97Mpk2b6NatG7fccgs7d+4EYPz48SxbtoxFixaxZs0ajh8/zu23316cIYuIiIiIFIjFanA6ObVA1zokV0c3w4nt4OFl20BW3K5Y1yT179/f4f60adOYNWsW69evp1q1anz00UfMnz+fbt26ATBnzhwaNmzI+vXradu2bXGELCIiIiLispyq2bnCYf+kPz+0fb7udvALdkN0crmrZk2SxWJh4cKFXLhwgXbt2rF582bS09Pp0aOHvU2DBg2oUaMG69aty7Wf1NRUkpKSHD5ERERERIpLZjW7giRIJiAsc18kgAtnIHqx7Xabke4LUhwUe5K0Y8cOypUrh7e3Nw8++CBLly4lMjKSEydO4OXlRVBQkEP7ypUrc+LEiVz7mzFjBoGBgfaP6tWrF/IzEBERERHJWUGq2WXKti8SwNbPwJIKYc2gaks3RSmXK/YkqX79+mzbto0NGzYwatQohg0bRkxMTIH7e+qpp0hMTLR/HDlyxI3RioiIiIg4z9lqdgNbVCU0wMfhWGigD7PubvHvvkhWC2z6yHa79X0q2FCIin2fJC8vL+rUqQNAy5Yt+fPPP3nrrbcYNGgQaWlpnDt3zmE06eTJk4SGhuban7e3N97e3oUdtoiIiIhIvpytZtexXiVeHtiUjbEJxCenEOLvk73s974VcO4w+ARBowGFE7AAV0GSdDmr1UpqaiotW7bE09OTlStXMmCA7U2wZ88eDh8+TLt27Yo5ShERERGR/DkUXMinnYfZRLvaFXJvtHG27XPzu8HLzw3RSW6KNUl66qmn6NOnDzVq1CA5OZn58+fzyy+/sHz5cgIDAxkxYgQTJkwgODiYgIAAHn74Ydq1a6fKdiIiIiJSIrSJCCYs0IcTiSk5rksyYZtWZy/MkJuEA7aRJIDWI9wdplymWJOk+Ph4hg4dSlxcHIGBgTRp0oTly5fTs2dPAN544w3MZjMDBgwgNTWVXr168e677xZnyCIiIiIiTvMwm5jSP5IH523Jdi7Hwgy52fQxYECdHhBcy+1xiiOTYRgFKbZRYiQlJREYGEhiYiIBAQHFHY6IiIiIXIPunbOR1XtOORwLC/RhSv/Ifwsz5Cb9ErzeEC6dhSFfQP3ehRhp6eZsbnDVrUkSERERESkNLFaDjbEJHD17kfUHzgDwZJ8GhAX65FyYITfRi20JUlANqNuzkKMWUJIkIiIiIuIWmUlRfHIKB09fZMHGw5xI+re6nYfZRI3yftzUJJ+Ro6wM49+CDa3+D8webo5acqIkSURERETkCkVFxzF1WUyeeyJZrAaj529hlrlF/lPsMh3bAnHbwMMbmg91T7CSr2LfTFZEREREpCSLio5j1LwtTm0aCzB1WQwWq5NlAf78ZxSp0e1QNo/y4OJWSpJERERERArIYjWYuiwmx/LeOTGAuMQUNsYm5N/4whmIXmK73XpkQUOUAlCSJCIiIiJSQBtjE5weQcoqPtmJa7Z+BpZUCGsGVVu4HpwUmJIkEREREZECcirZyUGIv0/eDawW2PSR7XabkWByogqeuI0KN4iIiIiIFFC+yc5lTEBooK38d57+joJzh8EnCBoNKHB8UjAaSRIRERERKaA2EcGEBfrgzDhPZpsp/SPz3x9p3bu2z63uBU/fKwlRCkBJkoiIiIhIAXmYTUzpH+lU4YbQQB9m3e1E+e/j2+DQ72AuA23ud0eY4iKXp9t98sknVKxYkb59+wLw+OOP88EHHxAZGcmCBQuoWbOm24MUEREREbla9W4URq/rKrN850mH46EB3gxpU4PwimUJ8bdNsct3BAlg/T+jSNfdDgFVCiFiyY/LSdL06dOZNWsWAOvWrWPmzJm88cYbfPfdd4wfP54lS5a4PUgRERERkatVhsXK1sPnABjXoy4RriZFWSUdh+jFttvtHnJvoOI0l5OkI0eOUKdOHQC+/vprBgwYwP3330+HDh3o0qWLu+MTEREREbkqWawGG2MTWLX7JPHJqZT38+ShLnXwKnMFK1o2zgZrBtRoD1Wauy9YcYnLSVK5cuU4c+YMNWrU4KeffmLChAkA+Pj4cOnSJbcHKCIiIiJytYmKjmPqshiHPZLSMqys2n0y/zVHuUm7AJs+tt1uN9oNUUpBuZzm9uzZk/vuu4/77ruPv//+m5tuugmAnTt3Eh4e7u74RERERESuKlHRcYyatyXbJrIX0iyMmreFqOi4gnX81wJIOQflw6F+nyuOUwrO5SRp5syZtGvXjlOnTrF48WIqVKgAwObNmxkyZIjbAxQRERERuVpYrAZTl8XkWc1u6rIYLFZn6t1lYbXCetu6f9o+BGaPAscoV87l6XZBQUG888472Y5PnTrVLQGJiIiIiFytNsYmZBtBysoA4hJT2BibQLvaFZzveO9PcGYfeAdCs7uuPFC5Ii4nSQApKSls376d+Ph4rFar/bjJZKJ///5uC05ERERE5GoSn5x7glSQdnbrZ9o+txwG3uVcjErczeUkKSoqinvuuYczZ85kO2cymbBYLG4JTERERETkahPi7+PWdgDEbYfYX8HkAdc/UMDIxJ1cXpP08MMPc+eddxIXF4fVanX4UIIkIiIiIqVZm4hgwgJ9yG33IxMQFmjbI8lpmWuRIm+BwGpXGqK4gctJ0smTJ5kwYQKVK1cujHhERERERK5aHmYTU/pH5li4ITNxmtI/0vlNZJNPwI5FttvtxrgjRHEDl5OkgQMH8ssvvxRCKCIiIiIiV7/ejcLoUq9StuOhgT7MuruFa/sk/fkhWNOh+vVQraUbo5Qr4fKapHfeeYc77riD3377jcaNG+Pp6elwfuzYsW4LTkRERETkapNhsRJ9PBGAJ3rXp0qQLyH+til2To8gAaRfgj8/st3W5rFXFZeTpAULFvDTTz/h4+PDL7/8gsn07xvBZDIpSRIRERGRUsliNdgYm8Bve09x+nwaQb5luK9jLTw9XJ6cZbPtc7iUAEE1oEE/9wYrV8TlJOmZZ55h6tSpPPnkk5jNBXxDiIiIiIiUIFHRcUxdFuOwR1KaxWDlrpOuTa/LZMmAP9623W73sDaPvcq4nOWkpaUxaNAgJUgiIiIick2Iio5j1Lwt2TaRvZhmYdS8LURFx7ne6c4lcO4Q+FWE5ne7KVJxF5cznWHDhvHFF18URiwiIiIiIlcVi9Vg6rKYHKvZZZq6LAaLNa8WlzEM+P0N2+22D4KX3xXFKO7n8nQ7i8XCK6+8wvLly2nSpEm2wg2vv/6624ITERERESlOG2MTso0gZWUAcYkpbIxNoF3tCs51+vdyiI8Br3LQ+j73BCpu5XKStGPHDpo3bw5AdHS0w7msRRxEREREREq6+OTcE6SCtLONIv0zqNDq/8C3fAEjk8LkcpK0evXqwohDREREROSqE+Lv49Z2HF4HRzaAh5fKfl/FVH1BRERERCQXbSKCCQv0Ibf5UiYgLNC2R5JTfvtnFKnZf8A/1B0hSiFweSQJYNOmTXz55ZccPnyYtLQ0h3NLlixxS2AiIiIiIsXNw2xiSv9IHpy3Jdu5zMRpSv9I5zaRjdsO+34Gkxk6POLeQMWtXB5JWrhwIe3bt2fXrl0sXbqU9PR0du7cyapVqwgMDCyMGEVEREREik3vRmG0qpl97VBooA+z7m7h/D5Jf7xp+3zdbRBcy30Bitu5PJI0ffp03njjDUaPHo2/vz9vvfUWERERPPDAA4SFFWAjLRERERGRq5DFarAxNoEDp86z9chZAKbf1oiy3mUI8bdNsXNqBAngzH7YudR2u8O4wglY3MblJGn//v307dsXAC8vLy5cuIDJZGL8+PF069aNqVOnuj1IEREREZGiFBUdx9RlMQ7lvz09TASX9XJ+5CirtW+DYYU6PSGsiRsjlcLg8nS78uXLk5ycDEDVqlXtZcDPnTvHxYsX3RudiIiIiEgRi4qOY9S8Ldn2R0q3GIyat4Wo6DjXOkw+Advm2253nOCmKKUwuZwkderUiZ9//hmAO+64g0ceeYSRI0cyZMgQunfv7vYARURERESKisVqMHVZDEYebaYui8FizavFZdbNBEsaVL8earS74hil8Lk83e6dd94hJcWWVT/zzDN4enqydu1aBgwYwLPPPuv2AEVEREREisrG2IRsI0hZGUBcYgobYxNoV7tC/h1eOgubPrbdvmECmJxcwyTFyuUkKTj43xrwZrOZJ5980q0BiYiIiIgUl/jk3BOkgrRjwweQdh5CIqFeryuITIpSgTaT3b9/P88++yxDhgwhPj4egB9//JGdO3e6NTgRERERkaIU4u/jvnaXzsH6mbbbHR/VKFIJ4nKStGbNGho3bsyGDRtYsmQJ58+fB+Cvv/5iypQpbg9QRERERKSotIkIJizQh9zSGRMQFmgr/52vDe9DSiJUamDbG0lKDJeTpCeffJIXX3yRn3/+GS8vL/vxbt26sX79ercGJyIiIiJSlDzMJqb0j8zxXGbiNKV/ZP77I2UdRer8OJg93BajFD6Xk6QdO3Zw223ZM+GQkBBOnz7tlqBERERERIpL70ZhzLq7Bb6ejn8qhwb6MOvuFs7tk7ThvX9HkSI1ilTSuFy4ISgoiLi4OCIiIhyOb926lapVq7otMBERERGR4tK7URhvr9xLTFwyI26IoEfDyrSJCM5/BAlso0jr3rXd7vwEmAtUBkCKkctfscGDB/PEE09w4sQJTCYTVquVP/74g4kTJzJ06NDCiFFEREREpEhZrAb7T10A4J62NWlXu4JzCRLYRpFSM0eRbi28IKXQuJwkTZ8+nQYNGlC9enXOnz9PZGQknTp1on379tonSURERERKhcMJF0nNsOLjaaZ6sJ/zF2oUqVRwabqdYRicOHGCt99+m8mTJ7Njxw7Onz9P8+bNqVu3bmHFKCIiIiJSpPacSAagboi/8yNIAOtn/TOK1FCjSCWYy0lSnTp12LlzJ3Xr1qV69eqFFZeIiIiISLH5+6QtSapX2d/5iy6dsyVJAF00ilSSufSVM5vN1K1blzNnzhRWPCIiIiIixW6PPUkq5/xFWUeRGt5SSJFJUXA5vX3ppZd47LHHiI6OLox4RERERESK3d//TLerF+rkSJJGkUoVl0uADx06lIsXL9K0aVO8vLzw9fV1OJ+QkOC24EREREREilpahpXY07bKdvWdnW63/l3bKFJIpEaRSgGXk6Q33ngDk8mFxWsiIiIiIiVI7OkLZFgN/L3LEBbok/8Fl87+O4qkinalgstJ0vDhwwshDBERERGRq4N9PVKov3ODA+tmQmrSP6NINxdydFIUXE5zPTw8iI+Pz3b8zJkzeHh4uCUoEREREZHiYl+P5MxUu/PxtiQJoMtTGkUqJVz+KhqGkePx1NRUvLy8rjggEREREZHi5FJlu19fhfSLULUlNOxfyJFJUXF6ut3bb78NgMlk4sMPP6RcuX/fNBaLhV9//ZUGDRq4P0IRERERkSKUuUdSvkUbEmJh0xzb7R7PgdbtlxpOJ0lvvPEGYBtJeu+99xym1nl5eREeHs57773n/ghFRERERIrIpTQLhxMuAk6U/149HazpULsbRHQqguikqDidJMXGxgLQtWtXlixZQvny5QstKBERERGRomaxGizdchTDgACfMpT3y2MpyYkdsGOR7Xb3KUUToBQZl9ckrV692iFBysjI4Pz5824NSkRERESkKEVFx3HDy6t4+utoAJJSMrjh5VVERcflfMHKFwADrrsdqjQrsjilaDidJC1btoy5c+c6HJs2bRrlypUjKCiIG2+8kbNnz7o7PhERERGRQhUVHceoeVuIS0xxOH4iMYVR87ZkT5QOrYW9y8FcBro9W4SRSlFxOkl6/fXXuXDhgv3+2rVrmTx5MpMmTeLLL7/kyJEjvPDCC4USpIiIiIhIYbBYDaYuiyGn+s2Zx6Yui8Fi/eeeYcCK52y3WwyFCrWLIEopak4nSTt37qR9+/b2+1999RU9e/bkmWee4fbbb+e1115j2bJlhRKkiIiIiEhh2BibkG0EKSsDiEtMYWNsgu3A31FwZAOU8YVOjxdNkFLknE6SkpOTqVChgv3+77//Tvfu3e33r7vuOo4fP+7e6EREREREClF8cu4JUrZ2VgusfN52oO2DEBBWiJFJcXI6SapatSq7du0C4Pz58/z1118OI0tnzpzBz8/P/RGKiIiIiBSSEH8f59tt/xLiY8AnCDqMK9S4pHg5nSTdcccdjBs3js8++4yRI0cSGhpK27Zt7ec3bdpE/fr1CyVIEREREZHC0CYimLBAH3LbBtYEhAX60KZ6Wdu+SAA3jAffoCKKUIqD00nS5MmTad26NWPHjmXbtm3MmzfPYUPZBQsW0L9//0IJUkRERESkMHiYTUzpH5njuczEaUr/SDy2zIHEw+AfBtc/UHQBSrEwGYaRUzGPUiMpKYnAwEASExMJCAgo7nBERERE5Cq0dOsxxn+xzeFYWKAPU/pH0ru2D7zdHC6dhf5vQcvhxRKjXDlnc4MyRRiTiIiIiMhVqWI5L/vnSf0iCfH3oU1EMB5mE0Q9ZUuQQiKh2d3FHKkUBSVJIiIiInLN23TwLAA31KnILc2q/nvi9D7Y+IHtdq9p4KE/n68FTq9JEhEREREprTYfsiVJLcODHU/8PAmsGVC3F9TuVgyRSXFQkiQiIiIi17QMi5Wth21JUqua5f89cWAN7PkBzGXgxheLKTopDkqSREREROSatvtEMhfSLPh7l6FeZX/bQasFlj9tu91qBFSqV3wBSpEr0KTKlStXsnLlSuLj47FarQ7nPv74Y7cEJiIiIiJSFDYdTACgRc3ytkINAFvnwclo28axXZ4svuCkWLicJE2dOpXnn3+eVq1aERYWhsmU29ZbIiIiIiJXv02HLptql5oMq/6ZXtf5CfALzuVKKa1cTpLee+895s6dyz333FMY8YiIiIiIFAmL1WBjbAK/7z0NQPMaQbYTv70OF+IhuDa0vq/4ApRi43KSlJaWRvv27QsjFhERERGRIhEVHcfUZTHEJabYjz266C9e6R5I53UzbQdufAHKeBVThFKcXC7ccN999zF//vzCiEVEREREpNBFRccxat4WhwQJID4plaTvngVLKoR3hPo3FVOEUtxcHklKSUnhgw8+YMWKFTRp0gRPT0+H86+//rrbghMRERERcSeL1WDqshiMHM41N/1Nf4/1WDFh3DgND629v2a5nCRt376dZs2aARAdHe1wTkUcRERERORqtjE2IdsIEoAZK1M8PwXgy4zO1LxUjXZFHZxcNVxOklavXl0YcYiIiIiIFLr45OwJEsBgj9U0NR8gyfDltYw7eTaXdnJtuKLNZI8ePcrRo0fdFYuIiIiISKEK8ffJdqw8STxeZiEAr2fcwSmCcmwn1w6XkySr1crzzz9PYGAgNWvWpGbNmgQFBfHCCy9k21hWRERERORq0iYimLBAH7IuEnm8zBcEmS6wy1qDeZaehAX60CZCeyNdy1yebvfMM8/w0Ucf8dJLL9GhQwcAfv/9d5577jlSUlKYNm2a24MUEREREXEHD7OJKf0jeXDeFgCam/YypIxtOcnk9OFY8GBK/0g8zFprfy1zOUn65JNP+PDDD7n55pvtx5o0aULVqlV56KGHlCSJiIiIyFWtd6MwmlQNIPrYOZ73nAPAV5ZOHA1oxqz+kfRuFFbMEUpxczlJSkhIoEGDBtmON2jQgISEBLcEJSIiIiJSWE4kphB9PIn/eKyksfkg6WX8CR/4Kr9H1tcIkgAFWJPUtGlT3nnnnWzH33nnHZo2beqWoERERERE3M1iNVi3/wwvfh9DeSORJ70WAeB54xRaNWqgBEnsXB5JeuWVV+jbty8rVqygXTtb9fh169Zx5MgRfvjhB7cHKCIiIiJypaKi45i6LMa+R9IrZRZSzjhPYlAkga3+r5ijk6uNyyNJnTt35u+//+a2227j3LlznDt3jttvv509e/bQsWPHwohRRERERKTAoqLjGDVviz1BamH6mzvLrAHg3pN3EhUTX5zhyVWoQPskValShWnTprF48WIWL17Miy++SJUqVVzuZ8aMGbRu3Rp/f39CQkK49dZb2bNnj0OblJQURo8eTYUKFShXrhwDBgzg5MmTBQlbRERERK4xFqvB1GUxGP/c98DCC/8Ua/giowtbjXpMXRaDxWrk3olcc5yabrd9+3YaNWqE2Wxm+/btebZt0qSJ0w++Zs0aRo8eTevWrcnIyODpp5/mxhtvJCYmhrJlywIwfvx4vv/+exYtWkRgYCBjxozh9ttv548//nD6cURERETk2rQxNsE+ggRwl8cKrjMfItHw4+WMwRhAXGIKG2MTaFe7QvEFKlcVp5KkZs2aceLECUJCQmjWrBkmkwnDyJ5tm0wmLBaL0w8eFRXlcH/u3LmEhISwefNmOnXqRGJiIh999BHz58+nW7duAMyZM4eGDRuyfv162rZt6/RjiYiIiMi1Jz753wSpMglMLPMlAK9mDCKBgBzbiTiVJMXGxlKpUiX77cKSmJgIQHCwbYfjzZs3k56eTo8ePextGjRoQI0aNVi3bl2OSVJqaiqpqan2+0lJSYUWr4iIiIhc3UL8ff65ZfCC5xwCTJfYZq3NfEv3XNqJOJkk1axZ03770KFDtG/fnjJlHC/NyMhg7dq1Dm1dYbVaGTduHB06dKBRo0YAnDhxAi8vL4KCghzaVq5cmRMnTuTYz4wZM5g6dWqBYhARERGR0qVNRDBhgT40S/6VGz02k2548ET6SKz/LM03AaGBPrSJCC7eQOWq4nLhhq5du+a4aWxiYiJdu3YtcCCjR48mOjqahQsXFrgPgKeeeorExET7x5EjR66oPxEREREpuTzMJl7oVZWpnnMBmGXpzx6jBmBLkACm9I/UHkniwOV9kgzDwGTK/iY6c+aMvdiCq8aMGcN3333Hr7/+SrVq1ezHQ0NDSUtL49y5cw6jSSdPniQ0NDTHvry9vfH29i5QHCIiIiJS+vQ4OhNM59hvDWNmxq3246GBPkzpH0nvRmHFF5xclZxOkm6//XbAVpxh+PDhDomIxWJh+/bttG/f3qUHNwyDhx9+mKVLl/LLL78QERHhcL5ly5Z4enqycuVKBgwYAMCePXs4fPiwfSNbEREREZFcxf4GWz4F4Mn0kfj4luWVm68jJMA2xU4jSJITp5OkwMBAwJbY+Pv74+vraz/n5eVF27ZtGTlypEsPPnr0aObPn88333yDv7+/fZ1RYGAgvr6+BAYGMmLECCZMmEBwcDABAQE8/PDDtGvXTpXtRERERCRv6Zdg2SMA7K46kD/3N6BHeHluaV61mAOTq53TSdKcObZNt8LDw3nsscfw8/O74gefNWsWAF26dMn2WMOHDwfgjTfewGw2M2DAAFJTU+nVqxfvvvvuFT+2iIiIiJRya16BhP1QLpQ5fsOBJJpUCyrmoKQkMBk5bXiUh9jYWDIyMqhbt67D8b179+Lp6Ul4eLg747tiSUlJBAYGkpiYSEBAQP4XiIiIiEjJd2IHvN8ZDAsM+pyu35cj9vQF5t7bmi71Q4o7OikmzuYGLle3Gz58OGvXrs12fMOGDfbRHxERERGRYmPJgG8ftiVIDW8mMbwXsacvAGgkSZzicpK0detWOnTokO1427Zt2bZtmztiEhEREREpuA3vwfGt4B0IN73KjqOJAFQP9iW4rFcxByclgctJkslkIjk5OdvxxMRELBaLW4ISERERESmQM/th1Yu22ze+AP6h/HX0HKBRJHGey0lSp06dmDFjhkNCZLFYmDFjBjfccINbgxMRERERcZrVAksfhIxLENEJWgwFYPs/SVLTaoHFGJyUJC5vJvvyyy/TqVMn6tevT8eOHQH47bffSEpKYtWqVW4PUERERETEKWv/B0c3gpc/3DITTLY9kLb/M91OI0niLJdHkiIjI9m+fTt33nkn8fHxJCcnM3ToUHbv3k2jRo0KI0YRERERkbydjIHV02y3+7wEQTWwWA1+jI4jLjEFgIZhqnQsznG5BHhJoxLgIiIiIqVcRhp82B1ObId6vWHIQqJ2nmDqshh7ggQQFujDlP6R9G4UVozBSnEqtBLgYJted/fdd9O+fXuOHTsGwGeffcbvv/9esGhFRERERArqt//aEiTf8tD/LaJ2nmDUvC0OCRLAicQURs3bQlR0XDEFKiWFy0nS4sWL6dWrF76+vmzZsoXU1FTAVt1u+vTpbg9QRERERCRXx7bAr/8FwHrT6/xxogxPLt5BTlOlMo9NXRaDxVqqJ1PJFXI5SXrxxRd57733mD17Np6envbjHTp0YMuWLW4NTkREREQkV+kptmp2hoW4ajfR4btA7vpoA+cuped6iQHEJaawMTah6OKUEsfl6nZ79uyhU6dO2Y4HBgZy7tw5d8QkIiIiIpIv66oXMZ/eQ3KZCvTZdwvnSMn/on/EJzvfVq49Lo8khYaGsm/fvmzHf//9d2rVquWWoERERERE8rL+l+9g3TsAPHLxXs7h79L1If4+hRGWlBIuJ0kjR47kkUceYcOGDZhMJo4fP87nn3/OxIkTGTVqVGHEKCIiIiJi9/PWvYStGo8Zgy8yurDK2sLpa03Yqty1iQguvAClxHN5ut2TTz6J1Wqle/fuXLx4kU6dOuHt7c3EiRN5+OGHCyNGEREREREALFaD9GUTqWmO56hRkRcz7nb6WtM/n6f0j8TDbMqzrVzbCrxPUlpaGvv27eP8+fNERkZSrlw5d8fmFtonSURERKT02LviY+r+Ph6LYWJQ2iQ2GQ2cvlb7JImzuYHLI0mZvLy8iIyMLOjlIiIiIiKuSYglfP2zALydcbvTCVKQrycz72pB21oVNIIkTnEqSbr99tud7nDJkiUFDkZEREREJEeWdIzF9+GZcYGN1vq8Y7k130sy06GXBjSmQ52KhRqelC5OJUmBgYGFHYeIiIiISK72f/k0tY9tItHwY1zaaCx45HtNqKbXSQE5lSTNmTOnsOMQEREREcnRxlVLabV7NpjgyfSRHCfvUaERHcLpERlKm4hgTa+TAinwmiQRERERkcJmOX+aiF8nYDYZzM/oyo/W63Ntq8IM4i5OJUnNmzfHZHIuC9+yZcsVBSQiIiIiAoBhkLjwASqRwD5rFV7IuCfXppP6NmR4hwiNHIlbOJUk3XrrrYUchoiIiIiII+vG2QQfXUGqUYaH0x/mEj65tq3o760ESdzGqSRpypQphR2HiIiIiIjdH7+vptWKp/EGXsoYwi6jZp7tQ/xzT6BEXFXgNUmbN29m165dAFx33XU0b97cbUGJiIiIyLVrxZY91PnpAbzN6ay0NGeOpXeubU3Yqti1iQguugCl1HM5SYqPj2fw4MH88ssvBAUFAXDu3Dm6du3KwoULqVSpkrtjFBEREZFrhMVixfO7MYSbT3LUqMiE9FH8u+ORo8yjU/pHaqqduJXZ1QsefvhhkpOT2blzJwkJCSQkJBAdHU1SUhJjx44tjBhFRERE5Bpx9PuX6WzdSKpRhlFp40ikXK5tQwN9mHV3C1WzE7dzeSQpKiqKFStW0LBhQ/uxyMhIZs6cyY033ujW4ERERETkGnLwD6pvfRWA5zOGssOolWvTMV1rM75nfY0gSaFweSTJarXi6emZ7binpydWq9UtQYmIiIjINSb5BMZX92I2LCyx3MDnlu55Nu9Qp5ISJCk0LidJ3bp145FHHuH48eP2Y8eOHWP8+PF07573m1lEREREJBtLBgmf3IXp/En2WKvxTPr/kdc6pDAVapBC5nKS9M4775CUlER4eDi1a9emdu3aREREkJSUxP/+97/CiFFERERESrEDXzxB8OlNJBu+jEofl+t+SCrUIEXF5TVJ1atXZ8uWLaxYsYLdu3cD0LBhQ3r06OH24ERERESkdLPs+o5af38IwOPp93PAqJJr29BAH6b0j1ShBil0BdonyWQy0bNnT3r27OnueERERETkWnFmP8aSBwH4KKMPP1qvz7XppL4NGd4hQiNIUiScnm63atUqIiMjSUpKynYuMTGR6667jt9++82twYmIiIhIKZWSBAuGUCY9mU3WeszIGJJn84r+3kqQpMg4nSS9+eabjBw5koCAgGznAgMDeeCBB3j99dfdGpyIiIiIlB4Wq8G6/Wf4ZuthEj4bBqf3kOZbmVFpj5CRzwSnEP+c1ymJFAank6S//vqL3r1753r+xhtvZPPmzW4JSkRERERKl6joOG54eRVDZq/n6OJnCD62ilQ8+aruy6T7huR6narZSXFwek3SyZMnc9wfyd5RmTKcOnXKLUGJiIiISOkRFR3HqHlbMICbzWsZXeZbAB5PG8k3G72A9ByvUzU7KS5OjyRVrVqV6OjoXM9v376dsDBVGhERERGRf1msBlOXxWAAjUwHeMXzfQDey+jPN9Yb8rw2NNCHWXe3UDU7KXJOjyTddNNNTJo0id69e+Pj4zgn9NKlS0yZMoV+/fq5PUARERERKbk2xiYQl5hCJc7xgdfr+JjSWWVpxisZg3K9JsjXk5l3taBtrQoaQZJi4XSS9Oyzz7JkyRLq1avHmDFjqF+/PgC7d+9m5syZWCwWnnnmmUILVERERERKFovV4I99p/EinVleb1LFlMA+axUeSR+DNY8JTecupWM2mZQgSbFxOkmqXLkya9euZdSoUTz11FMYhgHY9kzq1asXM2fOpHLlyoUWqIiIiIiUHFHRcUxdFkNc4iVeLjOHVua/STL8GJn+KMn45Xt9fHJKEUQpkjOXNpOtWbMmP/zwA2fPnmXfvn0YhkHdunUpX758YcUnIiIiIiVM1kINIzx+YFCZX7AYJsakP0ys4dz6IpX8luLkUpKUqXz58rRu3drdsYiIiIhICZe1UENv80aeKTMfgOkZd/GrtWm+15uwFWxQyW8pTk5XtxMRERERyU9moYYWpr9503MmZpPBJxk9+cjSJ99rVfJbrhZKkkRERETEbeKTU6hhOslsr9fwMaWzwtKc5zOG8m8KZNOnUWVCAxyn1Knkt1wtCjTdTkREREQkJ1W8LjHX82UqmJLZbo3g4fSHseCRrd3QdhG8859gNsYmEJ+cQoi/bYqdRpDkaqAkSURERETcIz2FVutGYzKf4KhRkRFpj3EJx9GirGuOPMwm2tWuUDyxiuRB0+1ERERE5MpZrVi/HoXpyHoumctxb9rjnCLIoYnWHElJoSRJRERERK7YgS8ex7xzCWmGB/+X8gh7jWrZ2mjNkZQUmm4nIiIiIldk5zevc92e2QA8mT6SddbrHM6P6BBOj8hQrTmSEkMjSSIiIiJSYNbtX9Fw6/MAvJ4+kCXWTg7nTcAP0SeUIEmJoiRJRERERApm7wpY+gBmDD7N6MnbltuyNTGAuMQUNsYmFH18IgWkJElEREREXHd4A3x5D2Yjg28t7ZiSMYzL90LKKj45pehiE7lCSpJERERExDUnd8L8OyD9ImerdObR9FEY+fxZGeLvk+d5kauJkiQRERERcV5CLHx2G6QkQvXrCRi2gIqB5XJtbgLC/tkXSaSkUJIkIiIiIs5JPgmf3QrnT0LIdVgGf8HGoyl0rFMxx+baF0lKKpUAFxEREZH8XToH826HswehfDirW8/i6be3EJeY+1qj0EAfpvSP1L5IUuIoSRIRERGRvKUkwecD4WQ0lKvMmutn83+Lj2Lk0lz7IklJp+l2IiIiIpK71PPw+R1w9E/wCcJy12KeXJ2ca4KkfZGkNFCSJCIiIiI5S7sA8++EI+vBJxDLPV8zd1/ZPKfYaV8kKQ003U5EREREsku7CPMHwaE/wDuAte0/5NFPE4hLPO7U5doXSUoyJUkiIiIi4ij9EiwcAgd/Ay9/1rX/gLt+SMcg3ekutC+SlGSabiciIiIi/0pPgS/uhgO/gGdZLP9ZxIS1XrmuQbqc9kWS0kBJkoiIiIjYZKTCl0Nh3wrw9IO7FrHRUi/PNUhZaV8kKS2UJImIiIiIbQTpy2GwdzmU8YX/fImlRnv+2Hfa6S5CA32YdXcL7YskJZ7WJImIiIhc69IuwsL/wIHVUMYHhiwg6kIdpr68yulRpEl9GzK8Q4RGkKRUUJIkIiIici1LSbJVsTu8FjzLwn++IOpCHUbN2+LUOiQTthEkJUhSmmi6nYiIiMi16mICfHqLLUHyDoShX2OpeQNTl8U4nSCB1iBJ6aORJBEREZFr0flT8NmtcDIafIPhnqVQpRkb959xeopdaKAPU/pHag2SlDpKkkRERESuNUnH4ZOb4cxeKFcZhn4DIQ2xWA2nCzWM6Vqb8T3rawRJSiUlSSIiIiLXkrMHbQnSuUMQUA2GfQsVahMVHcfUZTFOjyJ1qFNJCZKUWkqSRERERK4VJ3fCvAGQHAflI2wJUlANoqLjXC7UoM1ipTRTkiQiIiJyLTj4BywYAqmJUKkB3PM1BIRhsRoq1CByGSVJIiIiIqVdzDeweCRYUqFGOxiyAHzLA7AxNkGFGkQuoyRJREREpDT780P4fiJgQIN+MOBD8PS1n45Pdi5BUqEGuZYoSRIREREpjQwDVk+DX1+13W95L/R9DcweDs1C/H2c6k6FGuRaos1kRUREREobSwZ8+/C/CVKXp6HfG9kSJIA2EcGEBeaeKJmAMBVqkGuMkiQRERGR0iT1PHxxF2z9DExm6PcmdHkCTDmPAnmYTUy8sX6O51SoQa5Vmm4nIiIiUlokHoMFg+DEDijjAwM+gob9cm1usRpsjE1g9Z54AMqYTWRY/61zp0INcq1SkiQiIiJSGhzbYivxff4ElK0Eg+dD9Ta5Ns9p81g/Lw9G3BBBeMWyhPjbpthpBEmuRZpuJyIiIlLSxXwDc26yJUghkXDfynwTpFHztmQr/Z2cksGbK/biXcZMu9oVlCDJNUtJkoiIiEhJZRjw22vw5VDIuAR1esD/LYfyNXO9JK/NYzOPTV0Wg8XqzPayIqWTkiQRERGRkigjDb4ZDSuft91v8wAM+QJ8AvK8LL/NYw0gLjGFjbEJbgxWpGTRmiQRERGRkub8KVg0DA79Yatg1+cVaDPSqUud3TzW2XYipZGSJBEREZGS5NgW+OIeSDoK3gEwcA7U7eH05c5uHutsO5HSSNPtREREREqKrZ/Dx71tCVKFOjDiZ5cSJNDmsSLOUJIkIiIicrXLSIPvJ8I3D4ElFer1gZGrIKSBS91k7ouUWwKkzWNFbDTdTkRERORqlnzStv7o8Drb/S5PQ6fHwOza/7pz2hfpcto8VsRGSZKIiIjI1erIn/DlPZAcZ1t/dPsHUL+Py91k7ouUW1HvER3C6REZqs1jRf6h6XYiIiIiVxvDgA0fwNybbAlSxfowcnWBEqS89kUC2xS7H6JPKEESyaJYk6Rff/2V/v37U6VKFUwmE19//bXDecMwmDx5MmFhYfj6+tKjRw/27t1bPMGKiIiIFIWURNvmsD8+BpY0aNgfRq6EinUK1J32RRJxXbEmSRcuXKBp06bMnDkzx/OvvPIKb7/9Nu+99x4bNmygbNmy9OrVi5QU1e0XERGRUujYFni/E+z6Fsye0PtluPMz8PYvcJfaF0nEdcW6JqlPnz706ZPzsLFhGLz55ps8++yz3HLLLQB8+umnVK5cma+//prBgwcXZagiIiIihccwYOMHsPwZsKZDUA24Yy5UbXlF3VqsBqeTU51qq32RRP511RZuiI2N5cSJE/To8W/t/8DAQK6//nrWrVuXa5KUmppKauq/PwySkpIKPVYRERGRArt0Dr4dA7uW2e437A83vwO+QVfUrTPV7MC2JilU+yKJOLhqCzecOHECgMqVKzscr1y5sv1cTmbMmEFgYKD9o3r16oUap4iIiEiBHfnzn+l1y2zT6/q8Ypte54YEadS8LU4lSKB9kUQud9UmSQX11FNPkZiYaP84cuRIcYckIiIi4siSAatnwMe94NwhCKoJI36C6x8A05UlK/lVs8sqNNCHWXe30L5IIpe5aqfbhYaGAnDy5EnCwv79xj158iTNmjXL9Tpvb2+8vb0LOzwRERGRgjmzH5bcD8c22e43GQQ3vQo+gW7pPr9qdpkm9W3I8A4RGkESycFVO5IUERFBaGgoK1eutB9LSkpiw4YNtGvXrhgjExERESkAw4DNn8B7HW0JkncgDPjItkGsmxIki9Xgj32nnWpb0d9bCZJILop1JOn8+fPs27fPfj82NpZt27YRHBxMjRo1GDduHC+++CJ169YlIiKCSZMmUaVKFW699dbiC1pERETEVRfOwLKxsPs72/3wjnDrLAhy39ppZws1ZFI1O5HcFWuStGnTJrp27Wq/P2HCBACGDRvG3Llzefzxx7lw4QL3338/586d44YbbiAqKgofH31Ti4iISAmxJ8qWIJ0/aSvO0H0StHsYzFc+ocdiNdgYm8DPMSf4+I+DTl2janYi+TMZhuHMur4SKykpicDAQBITEwkICCjucERERORacTEBop6C7Qtt9yvWhwEfQliTAneZmRTFJ6dw8PRFFmw8zIkk5zeBzZxcp2INcq1yNje4ags3iIiIiJRYu7+H78bbRo9MZmj7EHR7Fjx9C9ylq9PpchIa6MOU/pFKkETyoSRJRERExF0uJsCPj8OORbb7FevBLe9C9dYF6q4g0+lyM6Zrbcb3rK9iDSJOUJIkIiIi4g4x38L3E+DCKdvoUfux0OUp8CzYWmp3jBxl1aFOJSVIIk5SkiQiIiJyJZLiIOoJiPnGdr9SA9voUbWWBe4yKjqOUfO2OLUhbH5UqEHEdUqSRERERArCaoE/P4SVL0BaMpg84Ibx0PlxKFOwje0tVoP1+8/w5OIdbkuQAKb0j9QokogLlCSJiIiIuCruL1j2CBzfartfrTX0exNCGxW4S3dPrwMVahApKCVJIiIiIs5KTYbV02HDe2BYwTsQekyBlve6vO/R5eW831zxt1tGjwBGdAinR2QobSKCNYIkUgBKkkRERETyYxiwaxlEPQlJx2zHGg2AXjPAv7LL3RXGqBFAmEaORNxCSZKIiIhIXuJ3wY9PQOwa2/3y4dD3NajTw6Vu3FnOO1NogDdD2tQgvGJZQvx9NHIk4iZKkkRERERycukc/PISbPwADAt4eEOHsXDDBPDyy/fyy6fTLdh4mBNJ7hk50nQ6kcKlJElEREQkK6sFts6Dlc/DxdO2Yw36Qa9ptlEkJ2g6nUjJpiRJREREJNPhDfDj4xC3zXa/Yn3o8xLU7uZ0F+7c4yhTkK8nM+9qQdtaFTRyJFIElCSJiIiInNkPK6bYijMAeAdAl6egzUjw8HS6G4vVYOqyGLclSJnp0EsDGtOhTkU39Soi+VGSJCIiIteuC6dhzcuw6WOwZoDJDM3vhm6ToVwll7vbGJugfY5ESgElSSIiInLtSb8E62fB729AapLtWN0boefzENKwQF1arAZ/7Dtd4JBMgAGM71FX1epEipmSJBEREbl2WC2w/QtYNQ2SjtqOhTaBG1+EWp0L3K07CjVo1Ejk6qEkSUREREo/qxV2fQOrp8Ppv23HAqpB90nQ+E4wm13u0l37Hqmct8jVR0mSiIiIlF6GAX8vh9UvwokdtmM+QXDDeLj+AfD0LVC37hg5UjlvkauXkiQREREpnQ6sgVUvwtGNtvte/tB+DLQdBT6BLnd3pSNHoQHeDGlTQ+uNREoAJUkiIiJSehgGHPzdVrHu4G+2Y2V84fr7ocM48AsuULdXOnI0pmttxvesr6RIpIRQkiQiIiIln2HA/pXw63/h8DrbMQ8vaHkvdHwU/Cu73KW71hwBdKhTSQmSSAmiJElERERKLsOAv6Pg11fh2GbbMQ9vaDEUOjwCQdWd7iozKYpPTuHg6Yss2HiYE0lXtueRCVvVujYRBRvBEpHioSRJRERErkpZk5Zsa3isFti1zDZydPKfggxlfKHV/0H7hyHAtWII7ijEcLnMcaMp/SM1iiRSwihJEhERkatCfiM5YYE+TL2pFjemrYJ170DCAdsJr3LQZiS0HQ3lKjnVf4i/Dy1rlmfzobNumU6XE+17JFJyKUkSERGRYpffSE4QyQw8v4QWS34CUxIAhk8Qpjb326rV5VCQIb+ky2wCq+H+56J9j0RKPiVJIiIiUqyiouMYNW8LOeUr1Uzx3OfxA3d6rMHPlArAUaMiH2bcxBrPG7nVWp/wvy8R4n/GISlxZvqcuxMk7XskUnooSRIREZFiY7EaTF0Wc1mCZHC9aTfDy0Rxo3kTHibb2WhrOO9n9OMH6/VY8IBkeGPFXvtVmfsQJV5KL5Tpc7nRyJFI6aMkSURERIqFxWow949Y+2iPN2nc7LGWez2WE2k+ZG/3q6Ux71n6s9Z6Hf+WQ8juRFKqQ9JU2DRyJFJ6KUkSERGRIpd1OlwoZ7i7zAr+47GSYNN5AC4ZXiyxdGSupRd7jWrFHK0jjRyJlH5KkkRERKRIRUXH8dC8TbQ372Sy5wp6mjdTxmQFbOuNPsm4kS8tXUikXDFH6kgjRyLXDiVJIiIiUmQsyafYt3Q6q7yWE24+aT++3tqQORm9WWFtYVtvdBXIXOMUXrFs9n2aRKRUU5IkIiIihcsw4NBa2PQxpphvGWNNAzMkGb4ssXRkvqU7fxvViztKO02nExElSSIiIuIWl2/W2qZiKh7bF8K2z+HMPgDMwF/WWnxu6c4ySzsu4ZNrf5dXqzNBjmXCC+ryfZI0nU5EMilJEhERkSuWWYjhdOJ5upu3cKfHL+CxHbCtNcrw8OV7owMfXurCDqNWvv1N6tuQ4R0i7CM5bSKC8933KD+XT59rWbM8mw+d/Tep08iRiPxDSZKIiIgUSObI0c8749iwbg33efzGrd6/U8GUbG/zp7Ue0ZX6899jkVzAN98+TUBooI9DggTQu1EYPSND7SNVB09fZMHGw5xIyj9pymv6XLvaFZx/wiJyzVCSJCIicpW6fPra1TTyERUdx/vf/kK7C6sZ7PE7k72P2c+dNIJYbOnEV5ZOHDCqwLE8Osoi85lM6R+Z4/PyMJsckpox3erkmTRp+pyIFJTJMAx3Tu+96iQlJREYGEhiYiIBAQHFHY6IiIhdXklQTn/0X76G5kqrr+WXhOWYlKWeI/rnT7mwaT7Xm3fb+0o1PFlhbc4iS2d+szYpUIW6K01qsq2J0vQ5EbmMs7mBRpJERESKQdbNVDNdngRd7vJzJ5JSeWPFXvv9/JKMrEmEM0lY5v2yXKK7eQtpPn9yA1tpZE0HM1gNE+utDfna2oEoSxuSKOvai5DFmK61Gd+z/hUlNZePNImIFJSSJBERkSJiX8MTc4KP/ziY7XxeCZIz4hJTeHDelhzX4OSUlOX1+L6k0M20jX5l1tHVvA0fU3pmDQZ2WWvwtaUD31raE4d7kpIOdSpp1EdErhpKkkRERIqAM0mKu3z0x0E++uNgthLa+fEjhc7mv+jrsYFu5q34mVLt52KtlfnO2o7vLG3ZY9RwW6yZhRraRAS7rU8RkSulJElERKSQ5DdyVNgun46XkyCS6eGxhV7mP+lk3oG3Kd1+7rC1kj0xijFq8m9pBffIr1CDiEhxUZIkIiJSCIpy5MhVYZzhRo9N9DL/SRvzbsqYrPZzB62VWW5txXeWduwwInB3YpRVqKrPichVSkmSiIiIm0VFxzFq3haulvKxJqw0NR2gu8cWupu3Emk+5HB+p7Umyy2tWW5txR6jOleaGHVvUImVu09hghxfg7z2LRIRuRooSRIREXEji9Vg6rKYYk+QynKJG8w76G7eSlePrVQyJdnPWQwTm416LLe0Yrm1NUeNELc8ZtbqejmNpGnfIhEpKZQkiYiIuInFajD3j9hCm2KXd4lwgwamI3Q2/0Vn81+0Mu/By2Sxn00yfPnV2pSVlub8Ym3KWdy7d+Ckvg0Z3iHCPjLUu1EYPSNDtW+RiJRISpJERKRYlLaNP92xBim/zWIv32z2+w07qXthsy0x8viLyqZzDv0dtFZmpbUFK6wt2GStT3o+v/Zz2ycpL5nV6bImSJm0b5GIlFRKkkREpMiVtqlYV7oGKXONTtYkKMfEMf0S7dgOp9fAgV8Ym74Nk9e/j3rJ8GKdNZI11qassTbhoBFKXuuL8krCst7PrM53+RojVacTkdLKZBhGcU+bLlRJSUkEBgaSmJhIQIB7pxaIiIjrcksoMv/EnnV3ixKVKFmsBje8vKpAI0j5JoaWDIj7C2J/gQO/wOENYEl1bFOpAdTpwZ9lWjBxgx+Hkqw59eSgIIUTSltiKyLXJmdzA40kiYhIkbBYDdbvP8OTi3fkOOJiYEuUpi6LoWdkaIkYmSjoGqRck5TMpOjgb3Dwdzi8HtKSHS/2D4NaXWwfEZ0goAoArYFVXf+dwnjw9EUWbDzMiST3JDVaYyQi1xKNJImISKHIuuYopz/Y83J5EYDikN+aqYKsQcqWpGSkwvGtcGgtHPrjn6TovONF3oEQ0REiOtsSo4p1weTc61La1n2JiFwpZ3MDJUkiIuJ27ihicPl6mcL+Az+/pC4s0IdJfRtSvqy3fY2OKyb1bcjwFkF4HN0IR9bbEqJjW7JPn/MJgpodIPwGCO8AlRuB2ePKn6CIiChJyqQkSUSkcFw+SnH5In93K8z1L+5I6i5nwkpt03FamPfRwfsAN1c4hunUruwNy1aC6tdDeEdbUhRyHZjNbotDRET+pTVJIiLiVvmNtDhTLvpKnEhMYdS8LfbCDrklac5OLcu83l1JXXmSaGo+QHPzXpqb9tHMvI8A0yXbSStw6p+GFepCjbZQo53tc3Atp6fPiYhI0VCSJCIi+XJmpKUwEyT4t/T0k4t3sDsumYV/HskzSctrut6VjhyV5RKNzbE0Me2nifkATU0HqG4+la3dJby5VLEJwfU7QLXWtqSobMUCPaaIiBQdTbcTkVLjSkcWxJG7R1qKW2bSlHgp3aXn489FIk2HuM58kOvMsTQxxVLbdByzKfuvz/3WMLYZddhqrUPLDr24+cYeeJTxdOOzEBGRK6HpdiJyTclpZMCVkQVxVBhrdIrbiaRU3lixN882lThHQ/MhIk2HaGQ+yHWmWCLMJ3Nse8yowHZrLbZba/OXUYtoawRJlMUEhAb6MLV3N72/RERKKCVJIlJi5TfScfn0r8v/SNZGmDnLbbNXdzNhm0IX5OdJ4sX0Qn+8rDzJoLbpOA1Nh2hoPkwD02Eamg9RyZSUY/ujRkV2WsOJtoaz0whnu7U2pwnM1i4zJZrSP1IJkohICaYkSURKhMun0p29kMYL31/ZSMflhQCuNTntoQO2zVyLImEJ/SdJBRg1b4s9aXInM1aqm+KpbzpCPdNR6pttn2uZ4vA0WbK1txgmDhqh7DJqssMaQbQRzk5rOOfwd+rxQpV4i4iUCkqSROSqV1hTvwxs//mfuiyGnpGhpe4//3mt0cqpOl1ogDc31KlYaFPs8pruOOvuFlf0NfbAQk3TSeqYjtk+zMepazpKHdNxfE1pOV6TZPiyy6jJLmsNdhk12W2tzh6jOil4u/z4IzqE0+P/27v34KjOug/g37P3JJtssgnZ3XAJIUDBApFCk2JfawuRixWLxZZSWgERtQYsZFTEEbC+TmnLqGjLiOMA7UxtBxnbOuK0HUoptZgCTUREa0ryhltJAknYzWWz2c2e5/1jL9klIffdc7L5fmbOnHOec/bss/vkye5vn8v5jJ1dOImIEgQnbiAiVYtX169X19+FefmZMX6W+OnPGK146W8A0dcU40BgEoU8qRaTpFpM0lzFJKkWU6RPMVGqg1Hq7PG6HUKP82IsKsU4fCKPD6+vIhNdHeS6uzmo66n1kl02iYhGFk7cQEQjml8W+LC6ET/607/i0vXrRNX1Ed8KMNAxWsPt5iBsoAGEViMFAlVfO3CjGRty3Lh8/l8o/8dHGCd/iklSLcZIrls+vl0YUCVyUCXGokoeiyoxFufFWFwQdsjo/81ZewvqFs2wd+uiOJL/ZoiIqGdsSSIi1VFqZrWR3CqgxHt2c0vLgKZc97iAGxeApprA+kYN0Fgd2G++0uvzXhPp+D/hwP/JDlQLB6pFDqrEONQiE37R/2DoZiO5/ImIqH/6GxswSCIiVVDDPXlCX+dH2kQO8eqSGNKv7nOdHYDzMuC8CDgvBdY3LnYFRO03en8SowXInARY8wHrJPzTMwa7/yFwusWKViQD6D1Iu1V3vUG/HiIiSggMkoIYJBGpX6xaQQY7Bic9SY89q+7AXZMyVf+l2S8L/M+z78alBSmqpaWjBXBdCQRCrtByJRgQXQJaavu+YMoYICMPyJgYWDIDARGs+UCyFZCi3/ueZuMbyhgnthwREY0+DJKCGCQRqVssWkFCLQODbVkIUfuXaL8s8OKJGvzvXz8e1usa4YVDaoRDaoIDgfWXJ8qYltwCqfnTQDDkcfZ9IX0ykJ4LpE8AMkLricHAKBcw9m9a7eEy0CCLiIgSD4OkIAZJROo13K0gfQU1flngV0c+wQvHqgZ0XTV2xxpM65sWfmSiGdnSDWRLTtilG7BJTbDjBuxSE2xSYJ0utfXvgiYLYJkAWMYB6eMDa8v4QGCUkQskZ3ZrDSIiIlISZ7ejAentfir8xZVi5VRN06ADJIfFhG33T0dGirHff6dajYS7J2cNOEjad+IC9p24oHjL0q3GbSXDgyzJhTFwYozkwhjJGVjgQrbkhC0YFGXCBa3Uv9/F3MKIWmFFrcjExElTMC53CmAZC6QFF8s4wMQfnoiIKDExSKJ+3U+lt5tAEg2GXxY4UdUw4McNdbxQYZ4VDosJdS7PgLv41bo8+M7LFbFvWfJ3Au5G+Fuv47/VNWh31qG1qQ41Fy7A6G3EPKkZXza4kIlmZEkupEgd/b+0kHAd6bgm0uHSZsJiy4U+YyyudKbjLzXAx21m1IsMNCMZDksSdiz9DMaptLshERFRrLC73Shxq5aiwc4kpvQv6tS3vloHY73fWwAxmK5iwznzXGgcFIAhjYXqVz2Q/YHprt1NQHtTYO1ujF7abwBtDYC7IbDuz3ifm7iFEddEOhpgwXVhwXWRjgZhQT0y8NnpU3H71NswbepUlF/X4lqbr8cy4pgdIiJKdByTFDRag6S+ZnUa7KxfISN1quSRbCBBT3/KPNb7t5qeWS2B+UADNSO8SIMbaVIbLGhDutQaXt87QY+paX7YDO3QtN8IBD2hgMjjwmBCMVlIuAEzmkQampCKBpGGBmFBo7CgARY0ijRcFxY0Ig3XRTrcMHW7Bn/MICIiisYgKWg0BknxuqmkBMBuMeGDLfP5a/Mw6C0IGkzQozaDzd+wdG2TZcDbAniaA1NXdwTWcrsTNZdrcfj0x9B3tiIVbqRJbqTCDYvUhrTwug0myTe45w4xpALJGYHJDIKLnJSBK55k3IAZVzqScbjKh/NtRjSJNDhhhozB3xh12/3TsebuPNZNIiKiCJy4YZRR4kacAoExGi+eqOGXsUEYamvfzcfUHCABA8/fuDQ9fro4F8X5ZsDbCNReADpaAW9rcN0SvR8R/ATSWgKLpzlwbg80APIBPAn067+hLCQ0IxkukQInzHCJFLiQErXvhBlOYcYNYYbObMWC2dNgszswxpI65CnJ+yP04wXrJBER0eCxJSkBxKvlqDfs1jMwaiiz4aBDJ5LghQkdSJK8SEIHktGBJCm4jthOjtr2ILnbtgfJ6ECK1I40jRc64R3+DGsNgDEtcH8eU1pg22QBTBZcaNXinRoPaj0GNCMZzSIZzcEAyCVS0IwUtMIEMYTWnVi39rEbLBERUe/Y3S4o0YOkWNyIcygiu0YBGNLEAWobND5cEyHEqrVPCz+M8MEIL4zwwSB1wggfTPDCCC9MUuCYKXSOFDhmgg8mKXhOcDFKvmDw40WS1AEjvBH7waAIXugl/7C/jm40esCQEghsDGbAaI5YpwbW4WOpXUFQ6DyTJRgMpQE6Y69PdXOLrIShTewQb/yxgoiIqHcMkoISOUga7htxDqf0ZD0AwOnuGscxXAP/lZitratrVDv08EOPThilTmhFYFsvBfZ1ojOwj06YpE7o0LVvlDqhhw96+GGAD4bQtuSDAZ3BJbgt+cLbkQGPAb6udfhxgTSdJMe6WG/JLyS0w4h2GOARRrhhRDuMcAe3PRHbbpjgFoHjbRHbbhjhFkkwmS14+bvzoQ0FOTqDIq9pJLX2qfFmt0RERGrEICkokYOksupGrPz9hzG59kC7BUmQoYMMDWRoIUMHP7TwQwsBLfzQwQ+NFDgnkN61rQvua6XQfnR6aK2X/OF0HfzQS35ohBy13/24H3r4oZOCa/iDgUvX+Xp0Bs6PPC4FrxE6N3ROPFpOhoFXaNEBA7zQwQMDOoQeHTCgA3p0QA+PCGx7YIBHGALnRO0Hzm8XRnhgQDsMaIcRHUKPdgTSAsGNAR4Y4YUOXZ29BkeNXcXU3rLEliMiIqKB4cQNalT+IuB1A0KOWPzBtQisZX/3Y3L382XZj5QrN/CczgWtFAhONBDQoqdtObythYBGkrsd00JAAxmZyVqYDRJMWqDD64Msd0L2+9Hh9QEiGOwErx26xkgJHGKlQ+jhhQ4+aOGDDj7o4BW68LYPOniDaZ3QwovA+V7o4RW64GN1XelCj47INBFYd0DftRa6YNATOBYKekLnDGVWNKXYVfiFX6uRMC8/E/PyM1GYZ1W8ZYk3dSYiIooPtiTFiV8WkJ/Nh76jUbE8KMUnAuFUJzTwQwM/tMFtLTqhhV8E0mVo4Au2M3VCE2y70aBTaAPrqGParn3RtR9YdF3niECaL5juhwY+6NApQmmh47rw2ie60m5O79oPBDt+aDDUFpR4ifd9kvprJHUVU6plaSS9R0RERGrGliQVCY1t2NhWgBTJAz80MOp1yMsyI8VkgMlgwBhLEjSSBEhaQNIAmuBakgApEEBcdXlR3diOikuuYFAhBdtypGD7jqbHdBkapJoMKMofg6y0ZKQmmzApOw3V191wevywpCRhqiMdWq028PyayLUmvO+HBo/u+wj1rT50QgM5GJzI0MAPKdjBLjoQGspMYNQ7NY/p6s+U5iOxq1i8W5ZG4ntERESUCNiSFGP9nX2uty+0Q7mfynD/Ah16PYC6xmYkoqEGPUq3OvQ1G6DS+RsOfd3raqDYnY6IiCi2OHFDkJJB0lBmnxvq/VRi+Qv0SJr1ayTpKwjiF2b1G+gNghkUERERxReDpCAlg6RYzj7Xmw335WPzF2+L6Zcttc/6NZJwvEniGg2taURERCMJxySpwLUWZVpa7p48JuZfvPoamzEc90lSu6FObMDxJokvVE8i3bxPRERE6sMgKYayU01xfT4JgWmUC/OscX3exTMc+OJn7FG/mIfy0Nuv6EMd+B/v/eGeCIGtCERERETqxO52MRQak1Tn8sS8K5oab8Q5VH11VYr3PoMaIiIiopGNY5KC1DK7HRDbMTvsukVERERE1DuOSVKJxTMc+O1jd8RsNjgO+iciIiIiGl4MkuLg5jE7w3E/FbYcERERERHFxogIkvbs2YNdu3ahrq4OBQUFeP7551FYWKh0tgbk5lmuNsyfzPupEBERERGpkOqDpIMHD6K0tBR79+5FUVERdu/ejUWLFqGyshLZ2dlKZ2/QeguaOGkAEREREZFyVD9xQ1FREe6880688MILAABZljF+/Hhs3LgRP/rRj/p8vNITNxARERERkTr0NzbQxDFPA+b1elFeXo7i4uJwmkajQXFxMcrKynp8TEdHB5qbm6MWIiIiIiKi/lJ1kNTQ0AC/3w+bzRaVbrPZUFdX1+Njdu7cCYvFEl7Gjx8fj6wSEREREVGCUHWQNBhbt26Fy+UKL5cvX1Y6S0RERERENIKoeuKGrKwsaLVa1NfXR6XX19fDbrf3+Bij0Qij0RiP7BERERERUQJSdUuSwWDAnDlzcPTo0XCaLMs4evQo5s2bp2DOiIiIiIgoUam6JQkASktLsXr1asydOxeFhYXYvXs32trasHbtWqWzRkRERERECUj1QdKKFStw/fp1bN++HXV1dfjsZz+Lt956q9tkDkRERERERMNB9fdJGireJ4mIiIiIiIAEuU8SERERERFRvDFIIiIiIiIiisAgiYiIiIiIKAKDJCIiIiIioggMkoiIiIiIiCKofgrwoQpN3tfc3KxwToiIiIiISEmhmKCvCb4TPkhqaWkBAIwfP17hnBARERERkRq0tLTAYrHc8njC3ydJlmVcvXoVqampkCRJ0bw0Nzdj/PjxuHz5Mu/ZpBIsE3VheagPy0R9WCbqwvJQH5aJ+qipTIQQaGlpQU5ODjSaW488SviWJI1Gg3HjximdjShpaWmK/4FQNJaJurA81Idloj4sE3VheagPy0R91FImvbUghXDiBiIiIiIioggMkoiIiIiIiCIwSIojo9GIHTt2wGg0Kp0VCmKZqAvLQ31YJurDMlEXlof6sEzUZySWScJP3EBERERERDQQbEkiIiIiIiKKwCCJiIiIiIgoAoMkIiIiIiKiCAySiIiIiIiIIjBIiqM9e/Zg4sSJMJlMKCoqwqlTp5TO0qiwc+dO3HnnnUhNTUV2djaWLVuGysrKqHPuvfdeSJIUtXznO99RKMeJ76c//Wm393vatGnh4x6PByUlJcjMzITZbMby5ctRX1+vYI4T28SJE7uVhyRJKCkpAcD6EQ/vv/8+li5dipycHEiShDfeeCPquBAC27dvh8PhQFJSEoqLi3H+/Pmoc5qamrBq1SqkpaUhPT0d69atQ2traxxfRWLprUx8Ph+2bNmCmTNnIiUlBTk5Ofj617+Oq1evRl2jp7r1zDPPxPmVJIa+6siaNWu6vdeLFy+OOod1ZHj1VSY9fa5IkoRdu3aFz1FzHWGQFCcHDx5EaWkpduzYgYqKChQUFGDRokW4du2a0llLeMePH0dJSQk+/PBDHDlyBD6fDwsXLkRbW1vUeevXr0dtbW14ee655xTK8ehw++23R73fH3zwQfjY5s2b8Ze//AWHDh3C8ePHcfXqVTz44IMK5jaxnT59Oqosjhw5AgB46KGHwuewfsRWW1sbCgoKsGfPnh6PP/fcc/jNb36DvXv34uTJk0hJScGiRYvg8XjC56xatQr//ve/ceTIERw+fBjvv/8+vvWtb8XrJSSc3srE7XajoqIC27ZtQ0VFBV577TVUVlbiK1/5Srdzf/azn0XVnY0bN8Yj+wmnrzoCAIsXL456r1999dWo46wjw6uvMoksi9raWuzfvx+SJGH58uVR56m2jgiKi8LCQlFSUhLe9/v9IicnR+zcuVPBXI1O165dEwDE8ePHw2lf+MIXxJNPPqlcpkaZHTt2iIKCgh6POZ1OodfrxaFDh8JpH3/8sQAgysrK4pTD0e3JJ58U+fn5QpZlIQTrR7wBEK+//np4X5ZlYbfbxa5du8JpTqdTGI1G8eqrrwohhPjPf/4jAIjTp0+Hz3nzzTeFJEni008/jVveE9XNZdKTU6dOCQDi4sWL4bTc3Fzxq1/9KraZG4V6Ko/Vq1eLBx544JaPYR2Jrf7UkQceeEDMnz8/Kk3NdYQtSXHg9XpRXl6O4uLicJpGo0FxcTHKysoUzNno5HK5AABWqzUq/Q9/+AOysrIwY8YMbN26FW63W4nsjRrnz59HTk4OJk2ahFWrVuHSpUsAgPLycvh8vqj6Mm3aNEyYMIH1JQ68Xi9efvllfOMb34AkSeF01g/l1NTUoK6uLqpOWCwWFBUVhetEWVkZ0tPTMXfu3PA5xcXF0Gg0OHnyZNzzPBq5XC5IkoT09PSo9GeeeQaZmZmYPXs2du3ahc7OTmUyOAq89957yM7Oxm233YYnnngCjY2N4WOsI8qqr6/HX//6V6xbt67bMbXWEZ3SGRgNGhoa4Pf7YbPZotJtNhv++9//KpSr0UmWZWzatAl33303ZsyYEU5/9NFHkZubi5ycHJw9exZbtmxBZWUlXnvtNQVzm7iKiorw4osv4rbbbkNtbS2eeuopfP7zn8e5c+dQV1cHg8HQ7YuGzWZDXV2dMhkeRd544w04nU6sWbMmnMb6oazQ331PnyGhY3V1dcjOzo46rtPpYLVaWW/iwOPxYMuWLVi5ciXS0tLC6d/73vdwxx13wGq14u9//zu2bt2K2tpa/PKXv1Qwt4lp8eLFePDBB5GXl4fq6mr8+Mc/xpIlS1BWVgatVss6orCXXnoJqamp3brOq7mOMEiiUaWkpATnzp2LGv8CIKpP8syZM+FwOLBgwQJUV1cjPz8/3tlMeEuWLAlvz5o1C0VFRcjNzcUf//hHJCUlKZgz2rdvH5YsWYKcnJxwGusH0a35fD48/PDDEELgt7/9bdSx0tLS8PasWbNgMBjw7W9/Gzt37oTRaIx3VhPaI488Et6eOXMmZs2ahfz8fLz33ntYsGCBgjkjANi/fz9WrVoFk8kUla7mOsLudnGQlZUFrVbbbXau+vp62O12hXI1+mzYsAGHDx/GsWPHMG7cuF7PLSoqAgBUVVXFI2ujXnp6OqZOnYqqqirY7XZ4vV44nc6oc1hfYu/ixYt455138M1vfrPX81g/4iv0d9/bZ4jdbu82EVBnZyeamppYb2IoFCBdvHgRR44ciWpF6klRURE6Oztx4cKF+GRwFJs0aRKysrLC/6dYR5Tzt7/9DZWVlX1+tgDqqiMMkuLAYDBgzpw5OHr0aDhNlmUcPXoU8+bNUzBno4MQAhs2bMDrr7+Od999F3l5eX0+5syZMwAAh8MR49wRALS2tqK6uhoOhwNz5syBXq+Pqi+VlZW4dOkS60uMHThwANnZ2bj//vt7PY/1I77y8vJgt9uj6kRzczNOnjwZrhPz5s2D0+lEeXl5+Jx3330XsiyHg1oaXqEA6fz583jnnXeQmZnZ52POnDkDjUbTrdsXDb8rV66gsbEx/H+KdUQ5+/btw5w5c1BQUNDnuWqqI+xuFyelpaVYvXo15s6di8LCQuzevRttbW1Yu3at0llLeCUlJXjllVfw5z//GampqeG+xxaLBUlJSaiursYrr7yCL33pS8jMzMTZs2exefNm3HPPPZg1a5bCuU9M3//+97F06VLk5ubi6tWr2LFjB7RaLVauXAmLxYJ169ahtLQUVqsVaWlp2LhxI+bNm4e77rpL6awnLFmWceDAAaxevRo6XddHA+tHfLS2tka1zNXU1ODMmTOwWq2YMGECNm3ahJ///OeYMmUK8vLysG3bNuTk5GDZsmUAgOnTp2Px4sVYv3499u7dC5/Phw0bNuCRRx6J6jpJ/ddbmTgcDnzta19DRUUFDh8+DL/fH/5ssVqtMBgMKCsrw8mTJ3HfffchNTUVZWVl2Lx5Mx577DFkZGQo9bJGrN7Kw2q14qmnnsLy5ctht9tRXV2NH/7wh5g8eTIWLVoEgHUkFvr6vwUEftA5dOgQfvGLX3R7vOrriNLT640mzz//vJgwYYIwGAyisLBQfPjhh0pnaVQA0ONy4MABIYQQly5dEvfcc4+wWq3CaDSKyZMnix/84AfC5XIpm/EEtmLFCuFwOITBYBBjx44VK1asEFVVVeHj7e3t4rvf/a7IyMgQycnJ4qtf/aqora1VMMeJ7+233xYARGVlZVQ660d8HDt2rMf/U6tXrxZCBKYB37Ztm7DZbMJoNIoFCxZ0K6vGxkaxcuVKYTabRVpamli7dq1oaWlR4NUkht7KpKam5pafLceOHRNCCFFeXi6KioqExWIRJpNJTJ8+XTz99NPC4/Eo+8JGqN7Kw+12i4ULF4oxY8YIvV4vcnNzxfr160VdXV3UNVhHhldf/7eEEOJ3v/udSEpKEk6ns9vj1V5HJCGEiHkkRkRERERENEJwTBIREREREVEEBklEREREREQRGCQRERERERFFYJBEREREREQUgUESERERERFRBAZJREREREREERgkERERERERRWCQREREREREFIFBEhERJYQ1a9Zg2bJlSmeDiIgSgE7pDBAREfVFkqRej+/YsQO//vWvIYSIU46IiCiRMUgiIiLVq62tDW8fPHgQ27dvR2VlZTjNbDbDbDYrkTUiIkpA7G5HRESqZ7fbw4vFYoEkSVFpZrO5W3e7e++9Fxs3bsSmTZuQkZEBm82G3//+92hra8PatWuRmpqKyZMn480334x6rnPnzmHJkiUwm82w2Wx4/PHH0dDQEOdXTERESmKQRERECeull15CVlYWTp06hY0bN+KJJ57AQw89hM997nOoqKjAwoUL8fjjj8PtdgMAnE4n5s+fj9mzZ+Ojjz7CW2+9hfr6ejz88MMKvxIiIoonBklERJSwCgoK8JOf/ARTpkzB1q1bYTKZkJWVhfXr12PKlCnYvn07GhsbcfbsWQDACy+8gNmzZ+Ppp5/GtGnTMHv2bOzfvx/Hjh3DJ598ovCrISKieOGYJCIiSlizZs0Kb2u1WmRmZmLmzJnhNJvNBgC4du0aAOCf//wnjh071uP4purqakydOjXGOSYiIjVgkERERAlLr9dH7UuSFJUWmjVPlmUAQGtrK5YuXYpnn32227UcDkcMc0pERGrCIImIiCjojjvuwJ/+9CdMnDgROh0/IomIRiuOSSIiIgoqKSlBU1MTVq5cidOnT6O6uhpvv/021q5dC7/fr3T2iIgoThgkERERBeXk5ODEiRPw+/1YuHAhZs6ciU2bNiE9PR0aDT8yiYhGC0nw9uRERERERERh/FmMiIiIiIgoAoMkIiIiIiKiCAySiIiIiIiIIjBIIiIiIiIiisAgiYiIiIiIKAKDJCIiIiIioggMkoiIiIiIiCIwSCIiIiIiIorAIImIiIiIiCgCgyQiIiIiIqIIDJKIiIiIiIgi/D/BpPICNnEfaQAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(x_datac, y_datac, 'o-', label='Original Data')\n",
    "plt.plot(x_fittedc, y_fittedc, '-', label='Fitted Curve')\n",
    "plt.title('Exponential Fit of Data Points for isrc_key= GBUSK110416513')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Collection Streams')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "6f95ee18-4fd0-471b-9c91-bcfeeda6192c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fitted parameters: A = 0.0965, B = 0.0347, C = 1.3734\n"
     ]
    }
   ],
   "source": [
    "print(f\"Fitted parameters: A = {poptc[0]:.4f}, B = {poptc[1]:.4f}, C = {poptc[2]:.4f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "992604b8-9954-493b-827e-0403eba9a492",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "5a9b25a3-d0da-44f7-b4fb-6fc8114adbfd",
   "metadata": {},
   "source": [
    "# Search Streams"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "3f270c6f-33f6-4268-a08e-6c355ec69ebc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 3000x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1, figsize=(30, 15))\n",
    "test['ACTIVITY_DATE'] = pd.to_datetime(test['ACTIVITY_DATE'])\n",
    "test = test.sort_values(by='ACTIVITY_DATE', ascending =True)\n",
    "test['MA7s'] =  test['SEARCH_STREAMS'].rolling(window=7).mean()\n",
    "ax.plot(test['ACTIVITY_DATE'], test['SEARCH_STREAMS'], label='SearchStreams', linewidth=3)\n",
    "ax.plot(test['ACTIVITY_DATE'], test['MA7s'], label='MA7 search ', linewidth=3)\n",
    "\n",
    "plt.ylabel('Search Streams')\n",
    "plt.title('Distribution of Collection Streams', fontsize=20)\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "07faca87-e237-42c4-9e23-728152bf6171",
   "metadata": {},
   "outputs": [],
   "source": [
    "sub_test = test.iloc[7:].copy()\n",
    "sub_test = sub_test.sort_values(by='ACTIVITY_DATE', ascending =True).reset_index()\n",
    "sub_test['time'] = (sub_test.index)+1\n",
    "sub_test['mapping_curve_search'] = sub_test['MA7s'] /sub_test.iloc[0]['MA7s']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "id": "942bd591-e3d4-4f4e-b8ea-ab767c9a0700",
   "metadata": {},
   "outputs": [],
   "source": [
    "data_points_search = list(sub_test['mapping_curve_search'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "id": "b74fb361-4b4e-425d-b4a1-8f1bc7e769aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_datas = np.arange(len(data_points_search))\n",
    "y_datas = data_points_search"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "id": "3f844f0c-62ad-45e6-bed4-46665e876b9d",
   "metadata": {},
   "outputs": [],
   "source": [
    "popts, pcovs = curve_fit(exponential_func, x_datas, y_datas, p0=[1, 0, 1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "id": "2c20c65b-f95d-4498-a4ad-995d937f360e",
   "metadata": {},
   "outputs": [],
   "source": [
    "x_fitteds = np.linspace(0, len(x_datas)-1, 100)\n",
    "y_fitteds = exponential_func(x_fitteds, *popts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "id": "ac04e3e6-bcac-4c38-96b4-95745ce06eb3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(x_datas, y_datas, 'o-', label='Original Data')\n",
    "plt.plot(x_fitteds, y_fitteds, '-', label='Fitted Curve')\n",
    "plt.title('Exponential Fit of Data Points for isrc_key= GBUSK110416513')\n",
    "plt.xlabel('Time')\n",
    "plt.ylabel('Search Streams')\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "id": "594c2a38-1c78-4423-b8fb-863b0a2911ce",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Fitted parameters: A = 0.3223, B = 0.0291, C = 0.9835\n"
     ]
    }
   ],
   "source": [
    "print(f\"Fitted parameters: A = {popts[0]:.4f}, B = {popts[1]:.4f}, C = {popts[2]:.4f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "df0f0e4b-0214-4b17-bd85-b2c05788f51b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "966e1a03-b2ed-47ac-92d8-8c02bf293253",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
